NGS Analysis Basics

GEN242: Data Analysis in Genome Biology

Thomas Girke

2026-05-21

Overview

Topics covered in this tutorial:

  • String handling in R base
  • Key Bioconductor packages for sequence analysis
  • Biostrings: sequence containers, import/export, manipulation
  • Pattern matching with and without mismatches
  • Sequence logos and PWM searching
  • NGS data: FASTQ format and quality scores
  • FASTQ quality reports and QC
  • Filtering and trimming FASTQ files
  • Memory-efficient FASTQ processing
  • Range operations with IRanges and GRanges
  • Transcript ranges and TxDb databases
  • Efficient sequence parsing from genome files

Note

HW05 tasks are linked at the end of this tutorial.
Full assignment: HW05

Key Bioconductor Packages for Sequence Analysis

R Base

Basic string handling (grep, gsub, substring) plus the full range of numeric data analysis tools.

Bioconductor — sequence-specific infrastructure

Package Purpose
Biostrings General sequence analysis — the core package
ShortRead Pipeline for short read / FASTQ data
IRanges Low-level range data infrastructure
GenomicRanges High-level genomic range data
GenomicFeatures Transcript-centric annotation management
GenomicAlignments Short genomic alignments
Rsamtools Interface to samtools, bcftools, tabix
BSgenome Genome annotation data
biomaRt Interface to BioMart annotations
rtracklayer Annotation imports, interface to genome browsers

Install required packages

if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")
BiocManager::install(c("Biostrings", "GenomicRanges", "rtracklayer",
                        "systemPipeR", "seqLogo", "ShortRead"))

String Handling in R Base

Sample sequence data

myseq <- c("ATGCAGACATAGTG", "ATGAACATAGATCC", "GTACAGATCAC")

String matching

myseq[grep("ATG", myseq)]                        # sequences containing "ATG"
[1] "ATGCAGACATAGTG" "ATGAACATAGATCC"
pos1 <- regexpr("AT", myseq)                     # position of FIRST match per sequence
as.numeric(pos1)
[1] 1 1 7
attributes(pos1)$match.length
[1] 2 2 2
pos2 <- gregexpr("AT", myseq)                    # positions of ALL matches per sequence
as.numeric(pos2[[1]])                            # match positions in first sequence
[1] 1 9
attributes(pos2[[1]])$match.length               # match lengths in first sequence
[1] 2 2

String substitution

gsub("^ATG", "atg", myseq)                       # replace "ATG" at start of string
[1] "atgCAGACATAGTG" "atgAACATAGATCC" "GTACAGATCAC"   

Positional parsing

nchar(myseq)                                      # length of each string
[1] 14 14 11
substring(myseq[1], c(1,3), c(2,5))              # extract two fragments from one string
[1] "AT"  "GCA"
substring(myseq, c(1,4,7), c(2,6,10))            # one fragment from each string
[1] "AT"   "AAC"  "ATCA"

Generate random DNA sequences

rand <- sapply(1:100, function(x)
    paste(sample(c("A","T","G","C"), sample(10:20, 1), replace=TRUE), collapse=""))
rand[1:3]
[1] "CTCCGGATGCCTCTGCTCA" "GGCGTGTTTGC"         "AAGTGTGATTCCTTT"    
table(c(rand[1:4], rand[1]))                      # count identical sequences

    AAGTGTGATTCCTTT CTCCGGATGCCTCTGCTCA         GGCGTGTTTGC         GGGCATTAACC 
                  1                   2                   1                   1 

Biostrings — Data Objects

The Biostrings package provides dedicated containers for biological sequences.

XString — single sequence

Class Use
DNAString DNA sequence
RNAString RNA sequence
AAString Amino acid sequence
BString Any character string
library(Biostrings)
d <- DNAString("GCATAT-TAC")
d
10-letter DNAString object
seq: GCATAT-TAC
d[1:4]                        # subsetting by position
4-letter DNAString object
seq: GCAT
r <- RNAString(d)             # convert DNA to RNA
p <- AAString("HCWYHH")       # amino acid sequence
b <- BString("Any characters can go here.")

XStringSet — many sequences in one object

Class Use
DNAStringSet set of DNA sequences
RNAStringSet set of RNA sequences
AAStringSet set of amino acid sequences
dset <- DNAStringSet(c("GCATATTAC", "AATCGATCC", "GCATATTAC"))
names(dset) <- c("seq1", "seq2", "seq3")
dset[1:2]
DNAStringSet object of length 2:
    width seq                                                                                                                                                                                           names               
[1]     9 GCATATTAC                                                                                                                                                                                     seq1
[2]     9 AATCGATCC                                                                                                                                                                                     seq2
width(dset)                    # length of each sequence
[1] 9 9 9
d <- dset[[1]]                 # [[ returns single entry as XString
dset2 <- c(dset, dset)         # concatenate two XStringSet objects
dsetchar <- as.character(dset) # convert to named character vector
dsetone <- unlist(dset)        # collapse all sequences into one DNAString

DNAStringSet(dset, start=c(1,2,3), end=c(4,8,5))  # subset by positions
DNAStringSet object of length 3:
    width seq                                                                                                                                                                                           names               
[1]     4 GCAT                                                                                                                                                                                          seq1
[2]     7 ATCGATC                                                                                                                                                                                       seq2
[3]     3 ATA                                                                                                                                                                                           seq3

QualityScaleXStringSet — sequences with quality scores

# QualityScaledDNAStringSet, QualityScaledRNAStringSet, QualityScaledAAStringSet

Biostrings — Import, Export and Manipulation

Import FASTA file

# Download sample sequences
dir.create("data", showWarnings = FALSE)
download.file(
  "https://ftp.ncbi.nlm.nih.gov/genomes/archive/old_genbank/Bacteria/Halobacterium_sp_uid217/AE004437.ffn",
  "data/AE004437.ffn"
)
myseq <- readDNAStringSet("data/AE004437.ffn")  # import FASTA
myseq[1:3]
DNAStringSet object of length 3:
    width seq                                                                                                                                                                                           names               
[1]  1206 ATGACTCGGCGGTCTCGTGTCGGTGCCGGCCTCGCAGCCATTGTACTGGCCCTGGCCGCAGTGTCGGCTGCCGCTCCGATTGCCGGGGCGCAG...AGCGGTGGCGGGTTACCGCTGTTCAAGATCGGGGGCGCTGTCGCTGTGATTGCGATCGTCGTCGTCGTTGTTCGACGCTGGCGGAACCCATGA gi|12057215|gb|AE...
[2]   666 ATGAGCATCATCGAACTCGAAGGCGTGGTCAAACGGTACGAAACCGGTGCCGAGACAGTCGAGGCGCTGAAAGGCGTTGACTTCTCGGCGGCG...AACATCGCCGTGGTTGCGATCACTCACGACACGCAACTCGAGGAGTTCTCCGACCGCGCAGTCAACCTCGTCGATGGGGTGTTACACACGTGA gi|12057215|gb|AE...
[3]  1110 ATGGCGTGGCGGAACCTCGGGCGGAACCGCGTGCGGACTGCGCTGGCCGCGCTCGGGATCGTGATCGGTGTGATCTCGATCGCATCGATGGGG...TTCCTGTTCGCGGTCTTCGCCAGCCTGCTCAGCGGGCTCTATCCGGCGTGGAAAGCAGCCAACGATCCGCCCGTCGAGGCGCTCGGCGAATGA gi|12057215|gb|AE...

Subset and export

sub <- myseq[grep("99.*", names(myseq))]         # subset by name pattern
length(sub)
[1] 170
writeXStringSet(sub, file="./data/AE004437sub.ffn", width=80)  # export to FASTA

Basic sequence manipulations

randset <- DNAStringSet(rand)                     # convert random seqs to DNAStringSet
complement(randset[1:2])                          # complement
DNAStringSet object of length 2:
    width seq
[1]    19 GAGGCCTACGGAGACGAGT
[2]    11 CCGCACAAACG
reverse(randset[1:2])                             # reverse
DNAStringSet object of length 2:
    width seq
[1]    19 ACTCGTCTCCGTAGGCCTC
[2]    11 CGTTTGTGCGG
reverseComplement(randset[1:2])                   # reverse complement (standard for NGS)
DNAStringSet object of length 2:
    width seq
[1]    19 TGAGCAGAGGCATCCGGAG
[2]    11 GCAAACACGCC
translate(randset[1:2])                           # translate DNA to protein
AAStringSet object of length 2:
    width seq
[1]     6 LRMPLL
[2]     3 GVF

Multiple sequence alignment

origMAlign <- readDNAMultipleAlignment(
    filepath = system.file("extdata", "msx2_mRNA.aln", package="Biostrings"),
    format = "clustal"
)
origMAlign

Pattern Matching with Biostrings

Biostrings supports pattern matching with mismatches — not possible with base R regex.

Match a single pattern against one sequence

myseq1 <- readDNAStringSet("./data/AE004437.ffn")

# Find all occurrences allowing 1 mismatch
mypos <- matchPattern("ATGGTG", myseq1[[1]], max.mismatch=1)

# Count matches only
countPattern("ATGGCT", myseq1[[1]], max.mismatch=1)
[1] 3

Match against all sequences in a set

vcountPattern("ATGGCT", myseq1, max.mismatch=1)[1:20]   # count per sequence
 [1] 3 0 5 4 1 2 2 1 4 3 0 0 1 2 0 1 4 0 0 1
myvpos <- vmatchPattern("ATGGCT", myseq1, max.mismatch=1) # match positions (MIndex)
Views(myseq1[[1]], start(myvpos[[1]]), end(myvpos[[1]]))   # retrieve matches for seq 1
Views on a 1206-letter DNAString subject
subject: ATGACTCGGCGGTCTCGTGTCGGTGCCGGCCTCGCAGCCATTGTACTGGCCCTGGCCGCAGTGTCGGCTGCCGCTCCGATTGCCGGGGCGCAGTCCGCCGGCAG...CCAACGGCGCGAGCGGTGGCGGGTTACCGCTGTTCAAGATCGGGGGCGCTGTCGCTGTGATTGCGATCGTCGTCGTCGTTGTTCGACGCTGGCGGAACCCATGA
views:
      start end width
  [1]     1   6     6 [ATGACT]
  [2]   383 388     6 [ATGGCA]
  [3]   928 933     6 [ATGACT]
# Retrieve match sequences across all entries
sapply(names(myseq1), function(x)
    as.character(Views(myseq1[[x]], start(myvpos[[x]]), end(myvpos[[x]]))))[1:4]
$`gi|12057215|gb|AE004437.1|:248-1453 Halobacterium sp. NRC-1, complete genome`
[1] "ATGACT" "ATGGCA" "ATGACT"

$`gi|12057215|gb|AE004437.1|:1450-2115 Halobacterium sp. NRC-1, complete genome`
character(0)

$`gi|12057215|gb|AE004437.1|:2145-3254 Halobacterium sp. NRC-1, complete genome`
[1] "ATGGCG" "ATGGCG" "ATGACT" "ATGGCC" "ATCGCT"

$`gi|12057215|gb|AE004437.1|:3322-5643 Halobacterium sp. NRC-1, complete genome`
[1] "ACGGCT" "GTGGCT" "ATCGCT" "ATGGCT"

Consensus matrix for query and hits

tmp <- c(DNAStringSet("ATGGTG"), DNAStringSet(mypos))
consensusMatrix(tmp)[1:4,]    # shows nucleotide frequency at each position
  [,1] [,2] [,3] [,4] [,5] [,6]
A    3    0    0    0    0    0
C    1    1    0    0    0    0
G    0    0    4    4    1    4
T    0    3    0    0    3    0

Pattern matching with regular expression support

myseq <- DNAStringSet(c("ATGCAGACATAGTG", "ATGAACATAGATCC", "GTACAGATCAC"))
myseq[grep("^ATG", myseq, perl=TRUE)]            # sequences starting with ATG
DNAStringSet object of length 2:
    width seq
[1]    14 ATGCAGACATAGTG
[2]    14 ATGAACATAGATCC
DNAStringSet(gsub("^ATG", "NNN", myseq))         # substitute ATG at start with NNN
DNAStringSet object of length 3:
    width seq
[1]    14 NNNCAGACATAGTG
[2]    14 NNNAACATAGATCC
[3]    11 GTACAGATCAC

Sequence Logos and PWM Searching

Build a position weight matrix (PWM)

library(seqLogo)
pwm <- PWM(DNAStringSet(c("GCT", "GGT", "GCA")))
pwm
       [,1]      [,2]      [,3]
A 0.0000000 0.0000000 0.2312611
C 0.0000000 0.3157205 0.0000000
G 0.3685591 0.2312611 0.0000000
T 0.0000000 0.0000000 0.3157205
seqLogo(t(t(pwm) * 1/colSums(pwm)))

Plot with ggseqlogo (more customization options)

library(ggplot2); library(ggseqlogo)
pwm <- PWM(DNAStringSet(c("GCT", "GGT", "GCA")))
ggseqlogo(pwm)

ggseqlogo supports various alphabets including amino acid sequences. See the manual for details.

Search a sequence for PWM matches

chr <- DNAString("AAAGCTAAAGGTAAAGCAAAA")
matchPWM(pwm, chr, min.score=0.9)   # returns matches scoring > 90% of maximum
Views on a 21-letter DNAString subject
subject: AAAGCTAAAGGTAAAGCAAAA
views:
      start end width
  [1]     4   6     3 [GCT]
  [2]    10  12     3 [GGT]
  [3]    16  18     3 [GCA]

FASTQ Format — Sequence and Quality Data

FASTQ is the standard format for raw NGS reads. Each read occupies 4 lines:

@SRR038845.3 HWI-EAS038:6:1:0:1938 length=36
CAACGAGTTCACACCTTGGCCGACAGGCCCGGGTAA
+SRR038845.3 HWI-EAS038:6:1:0:1938 length=36
BA@7>B=>:>>7@7@>>9=BAA?;>52;>:9=8.=A
Line Content
1 @ + read ID and description
2 DNA sequence
3 + (optionally repeated ID)
4 Quality scores as ASCII characters (Phred encoding)

Phred quality scores

Phred scores are integers 0–50 stored as ASCII characters (score + 33):

phred <- 1:9
phreda <- paste(sapply(as.raw((phred)+33), rawToChar), collapse="")
phreda                           # ASCII representation
[1] "\"#$%&'()*"
as.integer(charToRaw(phreda))-33 # convert back to integers
[1] 1 2 3 4 5 6 7 8 9
  • Phred 10 = 90% base call accuracy (1 error in 10)
  • Phred 20 = 99% accuracy (1 error in 100) — common QC cutoff
  • Phred 30 = 99.9% accuracy (1 error in 1,000)

Working with FASTQ Files — ShortRead

Download sample data and import

library(ShortRead)
download.file(
    "https://cluster.hpcc.ucr.edu/~tgirke/HTML_Presentations/Manuals/testdata/samplefastq/data.zip",
    "data.zip"
)
unzip("data.zip")

fastq <- list.files("data", "*.fastq$")
fastq <- paste("data/", fastq, sep="")
names(fastq) <- paste("flowcell6_lane", 1:length(fastq), sep="_")

Read and inspect a FASTQ file

fq <- readFastq(fastq[1])          # import first FASTQ file as ShortReadQ object
countLines(dirPath="./data", pattern=".fastq$") / 4  # count reads in each file
SRR038845.fastq SRR038846.fastq SRR038848.fastq SRR038850.fastq 
           1000            1000            1000            1000 
id(fq)[1]                          # read ID
BStringSet object of length 1:
    width seq
[1]    43 SRR038845.3 HWI-EAS038:6:1:0:1938 length=36
sread(fq)[1]                       # sequence
DNAStringSet object of length 1:
    width seq
[1]    36 CAACGAGTTCACACCTTGGCCGACAGGCCCGGGTAA
quality(fq)[1]                     # Phred quality scores (ASCII)
class: FastqQuality
quality:
BStringSet object of length 1:
    width seq
[1]    36 BA@7>B=>:>>7@7@>>9=BAA?;>52;>:9=8.=A
as(quality(fq), "matrix")[1:4, 1:12]  # convert Phred to numeric matrix
     [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
[1,]   33   32   31   22   29   33   28   29   25    29    29    22
[2,]   33   34   34   33   32   31   33   33   31    33    33    33
[3,]   33   33   34   33   33   33   33   33   33    31    31    33
[4,]   33   33   33   33   31   33   28   31   28    32    33    33
ShortReadQ(sread=sread(fq), quality=quality(fq), id=id(fq))  # construct from components
class: ShortReadQ
length: 1000 reads; width: 36 cycles

Construct a QualityScaledDNAStringSet from scratch

dset <- DNAStringSet(sapply(1:100, function(x)
    paste(sample(c("A","T","G","C"), 20, replace=TRUE), collapse="")))
myqlist <- lapply(1:100, function(x) sample(1:40, 20, replace=TRUE))
myqual <- sapply(myqlist, function(x) toString(PhredQuality(x)))
myqual <- PhredQuality(myqual)
dsetq1 <- QualityScaledDNAStringSet(dset, myqual)
dsetq1[1:2]
  A QualityScaledDNAStringSet instance containing:

DNAStringSet object of length 2:
    width seq
[1]    20 CCGGGGTCGACTCGTGGGTG
[2]    20 TGATAGACCATCCTTAACCT

PhredQuality object of length 2:
    width seq
[1]    20 8-(=*FH36?5A;6,&6C8F
[2]    20 A%.C+.<G)&'GD51F?*DA

FASTQ Quality Reports

Using systemPipeR to create comprehensive QC plots

library(systemPipeR)
fqlist <- seeFastq(fastq=fastq, batchsize=800, klength=8) # For real data set batchsize to at least 10^5 
seeFastqPlot(fqlist)

Generates a multi-panel QC report covering: - Read length distribution - Per-position base quality - Per-position nucleotide frequency - K-mer frequency - Adapter contamination

Output can be written to a single PDF covering all samples.

Using ShortRead — alternative QC

sp <- SolexaPath(system.file('extdata', package='ShortRead'))
fl <- file.path(analysisPath(sp), "s_1_sequence.txt")
fls <- c(fl, fl)
coll <- QACollate(
    QAFastqSource(fls),
    QAReadQuality(),
    QAAdapterContamination(),
    QANucleotideUse(),
    QAQualityUse(),
    QASequenceUse(),
    QAFrequentSequence(n=10),
    QANucleotideByCycle(),
    QAQualityByCycle()
)
x <- qa2(coll, verbose=TRUE)
res <- report(x)
if (interactive()) browseURL(res)   # open HTML report in browser

Filtering and Trimming FASTQ Files

All filtering operates on ShortReadQ objects and returns a filtered subset.

Adapter trimming

fqtrim <- trimLRPatterns(Rpattern="GCCCGGGTAA", subject=fq)
sread(fq)[1:2]      # before trimming
DNAStringSet object of length 2:
    width seq
[1]    36 CAACGAGTTCACACCTTGGCCGACAGGCCCGGGTAA
[2]    36 CCAATGATTTTTTTCCGTGTTTCAGAATACGGTTAA
sread(fqtrim)[1:2]  # after trimming — adapter sequence removed
DNAStringSet object of length 2:
    width seq
[1]    26 CAACGAGTTCACACCTTGGCCGACAG
[2]    36 CCAATGATTTTTTTCCGTGTTTCAGAATACGGTTAA

Count reads and remove duplicates

tables(fq)$distribution          # frequency table of read occurrences
  nOccurrences nReads
1            1    948
2            2     26
sum(srduplicated(fq))            # number of duplicated reads
[1] 26
fq[!srduplicated(fq)]           # keep only unique reads
class: ShortReadQ
length: 974 reads; width: 36 cycles

Trim low-quality tails

cutoff <- 30
cutoff <- rawToChar(as.raw(cutoff + 33))   # convert Phred score to ASCII
sread(trimTails(fq, k=2, a=cutoff, successive=FALSE))[1:2]
DNAStringSet object of length 2:
    width seq
[1]     4 CAAC
[2]    20 CCAATGATTTTTTTCCGTGT
# k=2: trim if 2 consecutive bases fall below cutoff

Remove reads with low average quality

cutoff <- 30
qcount <- rowSums(as(quality(fq), "matrix") <= 20)
fq[qcount == 0]   # keep only reads where ALL Phred scores are >= 20
class: ShortReadQ
length: 349 reads; width: 36 cycles

Remove reads with Ns or low complexity

filter1 <- nFilter(threshold=1)                           # exclude reads with any N
filter2 <- polynFilter(threshold=20, nuc=c("A","T","G","C"))  # exclude low complexity
filter <- compose(filter1, filter2)                       # combine filters
fq[filter(fq)]                                            # apply combined filter
class: ShortReadQ
length: 989 reads; width: 36 cycles

Memory-Efficient FASTQ Processing

For large FASTQ files, streaming avoids loading everything into memory at once.

Stream or randomly sample reads

fq <- yield(FastqStreamer(fastq[1], 50))   # import first 50 reads
fq <- yield(FastqSampler(fastq[1], 50))   # randomly sample 50 reads

Stream through a file with filtering and write output

f <- FastqStreamer(fastq[1], 50)    # open streamer with chunk size 50
while (length(fq <- yield(f))) {
    fqsub <- fq[grepl("^TT", sread(fq))]   # keep reads starting with "TT"
    writeFastq(fqsub,
               paste(fastq[1], "sub", sep="_"),
               mode="a",           # append mode — builds file across chunks
               compress=FALSE)
}
close(f)                            # always close the streamer

Tip

Streaming workflow is the standard approach for production FASTQ processing: open a FastqStreamer, yield chunks, apply filters/trimming, write output, repeat until the file is exhausted. This handles files of any size with constant memory usage.

Range Operations — IRanges and GRanges

Genomic ranges (chromosome, start, end, strand) are the foundation of most genome-scale analyses in Bioconductor.

Three key range containers

Class Package Stores
IRanges IRanges integer ranges only
GRanges GenomicRanges ranges + chromosome + strand + metadata
GRangesList GenomicRanges list of GRanges objects

Construct a GRanges object

library(GenomicRanges); library(rtracklayer)

gr <- GRanges(
    seqnames = Rle(c("chr1","chr2","chr1","chr3"), c(1,3,2,4)),
    ranges   = IRanges(1:10, end=7:16, names=head(letters,10)),
    strand   = Rle(strand(c("-","+","*","+","-")), c(1,2,2,3,2)),
    score    = 1:10,
    GC       = seq(1, 0, length=10)
)

Import a GFF/GTF file directly into a GRanges object

gff <- import.gff("https://cluster.hpcc.ucr.edu/~tgirke/Documents/R_BioCond/Samples/gff3.gff")
seqlengths(gff) <- end(ranges(gff[which(values(gff)[,"type"]=="chromosome"),]))
names(gff) <- 1:length(gff)
gff[1:4,]
GRanges object with 4 ranges and 10 metadata columns:
    seqnames     ranges strand |   source       type     score     phase                  ID        Name                Note          Parent       Index Derives_from
       <Rle>  <IRanges>  <Rle> | <factor>   <factor> <numeric> <integer>         <character> <character>     <CharacterList> <CharacterList> <character>  <character>
  1     Chr1 1-30427671      + |   TAIR10 chromosome        NA      <NA>                Chr1        Chr1                                            <NA>         <NA>
  2     Chr1  3631-5899      + |   TAIR10 gene              NA      <NA>           AT1G01010   AT1G01010 protein_coding_gene                        <NA>         <NA>
  3     Chr1  3631-5899      + |   TAIR10 mRNA              NA      <NA>         AT1G01010.1 AT1G01010.1                           AT1G01010           1         <NA>
  4     Chr1  3760-5630      + |   TAIR10 protein           NA      <NA> AT1G01010.1-Protein AT1G01010.1                                            <NA>  AT1G01010.1
  -------
  seqinfo: 7 sequences from an unspecified genome
seqinfo(gff)
Seqinfo object with 7 sequences from an unspecified genome:
  seqnames seqlengths isCircular genome
  Chr1       30427671         NA   <NA>
  Chr2       19698289         NA   <NA>
  Chr3       23459830         NA   <NA>
  Chr4       18585056         NA   <NA>
  Chr5       26975502         NA   <NA>
  ChrC         154478         NA   <NA>
  ChrM         366924         NA   <NA>
as.data.frame(gff)[1:4, 1:7]    # coerce to data.frame for inspection
  seqnames start      end    width strand source       type
1     Chr1     1 30427671 30427671      + TAIR10 chromosome
2     Chr1  3631     5899     2269      + TAIR10       gene
3     Chr1  3631     5899     2269      + TAIR10       mRNA
4     Chr1  3760     5630     1871      + TAIR10    protein

GRanges — Accessor Functions and Subsetting

Accessor functions

seqnames(gff)             # chromosome names
factor-Rle of length 449 with 7 runs
  Lengths:   72   22   38  118  172   13   14
  Values : Chr1 Chr2 Chr3 Chr4 Chr5 ChrC ChrM
Levels(7): Chr1 Chr2 Chr3 Chr4 Chr5 ChrC ChrM
ranges(gff)               # IRanges object (start, end, width)
IRanges object with 449 ranges and 0 metadata columns:
          start       end     width
      <integer> <integer> <integer>
    1         1  30427671  30427671
    2      3631      5899      2269
    3      3631      5899      2269
    4      3760      5630      1871
    5      3631      3913       283
  ...       ...       ...       ...
  445     11918     12241       324
  446     11918     12241       324
  447     11918     12241       324
  448     11918     12241       324
  449     11918     12241       324
strand(gff)               # strand information
factor-Rle of length 449 with 13 runs
  Lengths:  18  54  28  21  12 117   1 171   1  12   1   8   5
  Values :   +   -   +   -   +   -   +   -   +   -   +   -   +
Levels(3): + - *
seqlengths(gff)           # chromosome lengths
    Chr1     Chr2     Chr3     Chr4     Chr5     ChrC     ChrM 
30427671 19698289 23459830 18585056 26975502   154478   366924 
start(gff[1:4])           # start positions
[1]    1 3631 3631 3760
end(gff[1:4])             # end positions
[1] 30427671     5899     5899     5630
width(gff[1:4])           # feature widths
[1] 30427671     2269     2269     1871

Accessing metadata columns

values(gff)                                    # all metadata columns
DataFrame with 449 rows and 10 columns
      source       type     score     phase                  ID        Name                Note                          Parent       Index Derives_from
    <factor>   <factor> <numeric> <integer>         <character> <character>     <CharacterList>                 <CharacterList> <character>  <character>
1     TAIR10 chromosome        NA        NA                Chr1        Chr1                                                              NA           NA
2     TAIR10 gene              NA        NA           AT1G01010   AT1G01010 protein_coding_gene                                          NA           NA
3     TAIR10 mRNA              NA        NA         AT1G01010.1 AT1G01010.1                                           AT1G01010           1           NA
4     TAIR10 protein           NA        NA AT1G01010.1-Protein AT1G01010.1                                                              NA  AT1G01010.1
5     TAIR10 exon              NA        NA                  NA          NA                                         AT1G01010.1          NA           NA
...      ...        ...       ...       ...                 ...         ...                 ...                             ...         ...          ...
445   TAIR10    gene           NA        NA           ATMG00030   ATMG00030 protein_coding_gene                                          NA           NA
446   TAIR10    mRNA           NA        NA         ATMG00030.1 ATMG00030.1                                           ATMG00030           1           NA
447   TAIR10    protein        NA        NA ATMG00030.1-Protein ATMG00030.1                                                              NA  ATMG00030.1
448   TAIR10    exon           NA        NA                  NA          NA                                         ATMG00030.1          NA           NA
449   TAIR10    CDS            NA         0                  NA          NA                     ATMG00030.1,ATMG00030.1-Protein          NA           NA
values(gff)[, "type"][1:20]                    # one metadata column
 [1] chromosome      gene            mRNA            protein         exon            five_prime_UTR  CDS             exon            CDS             exon            CDS             exon            CDS            
[14] exon            CDS             exon            CDS             three_prime_UTR gene            mRNA           
Levels: chromosome gene mRNA protein exon five_prime_UTR CDS three_prime_UTR rRNA tRNA
gff[values(gff)[, "type"] == "gene"]          # filter by metadata value
GRanges object with 22 ranges and 10 metadata columns:
      seqnames      ranges strand |   source     type     score     phase          ID        Name                Note          Parent       Index Derives_from
         <Rle>   <IRanges>  <Rle> | <factor> <factor> <numeric> <integer> <character> <character>     <CharacterList> <CharacterList> <character>  <character>
    2     Chr1   3631-5899      + |   TAIR10     gene        NA      <NA>   AT1G01010   AT1G01010 protein_coding_gene                        <NA>         <NA>
   19     Chr1   5928-8737      - |   TAIR10     gene        NA      <NA>   AT1G01020   AT1G01020 protein_coding_gene                        <NA>         <NA>
   64     Chr1 11649-13714      - |   TAIR10     gene        NA      <NA>   AT1G01030   AT1G01030 protein_coding_gene                        <NA>         <NA>
   74     Chr2   1025-2810      + |   TAIR10     gene        NA      <NA>   AT2G01008   AT2G01008 protein_coding_gene                        <NA>         <NA>
   84     Chr2   3706-5513      + |   TAIR10     gene        NA      <NA>   AT2G01010   AT2G01010                rRNA                        <NA>         <NA>
  ...      ...         ...    ... .      ...      ...       ...       ...         ...         ...                 ...             ...         ...          ...
  427     ChrC    383-1444      - |   TAIR10     gene        NA      <NA>   ATCG00020   ATCG00020 protein_coding_gene                        <NA>         <NA>
  432     ChrC   1717-4347      - |   TAIR10     gene        NA      <NA>   ATCG00030   ATCG00030                tRNA                        <NA>         <NA>
  437     ChrM     273-734      - |   TAIR10     gene        NA      <NA>   ATMG00010   ATMG00010 protein_coding_gene                        <NA>         <NA>
  442     ChrM  8848-11415      - |   TAIR10     gene        NA      <NA>   ATMG00020   ATMG00020                rRNA                        <NA>         <NA>
  445     ChrM 11918-12241      + |   TAIR10     gene        NA      <NA>   ATMG00030   ATMG00030 protein_coding_gene                        <NA>         <NA>
  -------
  seqinfo: 7 sequences from an unspecified genome

Subsetting and concatenation

gff[1:4]                        # subset by index
GRanges object with 4 ranges and 10 metadata columns:
    seqnames     ranges strand |   source       type     score     phase                  ID        Name                Note          Parent       Index Derives_from
       <Rle>  <IRanges>  <Rle> | <factor>   <factor> <numeric> <integer>         <character> <character>     <CharacterList> <CharacterList> <character>  <character>
  1     Chr1 1-30427671      + |   TAIR10 chromosome        NA      <NA>                Chr1        Chr1                                            <NA>         <NA>
  2     Chr1  3631-5899      + |   TAIR10 gene              NA      <NA>           AT1G01010   AT1G01010 protein_coding_gene                        <NA>         <NA>
  3     Chr1  3631-5899      + |   TAIR10 mRNA              NA      <NA>         AT1G01010.1 AT1G01010.1                           AT1G01010           1         <NA>
  4     Chr1  3760-5630      + |   TAIR10 protein           NA      <NA> AT1G01010.1-Protein AT1G01010.1                                            <NA>  AT1G01010.1
  -------
  seqinfo: 7 sequences from an unspecified genome
gff[1:4, c("type", "ID")]       # subset rows and metadata columns
GRanges object with 4 ranges and 2 metadata columns:
    seqnames     ranges strand |       type                  ID
       <Rle>  <IRanges>  <Rle> |   <factor>         <character>
  1     Chr1 1-30427671      + | chromosome                Chr1
  2     Chr1  3631-5899      + | gene                 AT1G01010
  3     Chr1  3631-5899      + | mRNA               AT1G01010.1
  4     Chr1  3760-5630      + | protein    AT1G01010.1-Protein
  -------
  seqinfo: 7 sequences from an unspecified genome
gff[2] <- gff[3]                # replace range
c(gff[1:2], gff[401:402])       # concatenate GRanges objects
GRanges object with 4 ranges and 10 metadata columns:
      seqnames     ranges strand |   source           type     score     phase                  ID        Name            Note          Parent       Index Derives_from
         <Rle>  <IRanges>  <Rle> | <factor>       <factor> <numeric> <integer>         <character> <character> <CharacterList> <CharacterList> <character>  <character>
    1     Chr1 1-30427671      + |   TAIR10 chromosome            NA      <NA>                Chr1        Chr1                                        <NA>         <NA>
    2     Chr1  3631-5899      + |   TAIR10 mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                       AT1G01010           1         <NA>
  401     Chr5  5516-5769      - |   TAIR10 protein               NA      <NA> AT5G01015.2-Protein AT5G01015.2                                        <NA>  AT5G01015.2
  402     Chr5  5770-5801      - |   TAIR10 five_prime_UTR        NA      <NA>                <NA>        <NA>                     AT5G01015.2        <NA>         <NA>
  -------
  seqinfo: 7 sequences from an unspecified genome

GRanges — Range Utilities

Modify ranges

gff <- gff[values(gff)$type != "chromosome"]  # remove chromosome-level entries
strand(gff) <- "*"                             # erase strand information

Set operations on ranges

reduce(gff)                                    # collapse overlapping ranges to continuous
GRanges object with 22 ranges and 0 metadata columns:
       seqnames      ranges strand
          <Rle>   <IRanges>  <Rle>
   [1]     Chr1   3631-5899      *
   [2]     Chr1   5928-8737      *
   [3]     Chr1 11649-13714      *
   [4]     Chr2   1025-2810      *
   [5]     Chr2   3706-5513      *
   ...      ...         ...    ...
  [18]     ChrC    383-1444      *
  [19]     ChrC   1717-4347      *
  [20]     ChrM     273-734      *
  [21]     ChrM  8848-11415      *
  [22]     ChrM 11918-12241      *
  -------
  seqinfo: 7 sequences from an unspecified genome
gaps(gff)                                      # return uncovered (gap) regions
GRanges object with 43 ranges and 0 metadata columns:
       seqnames       ranges strand
          <Rle>    <IRanges>  <Rle>
   [1]     Chr1   1-30427671      +
   [2]     Chr1   1-30427671      -
   [3]     Chr1       1-3630      *
   [4]     Chr1    5900-5927      *
   [5]     Chr1   8738-11648      *
   ...      ...          ...    ...
  [39]     ChrM     1-366924      -
  [40]     ChrM        1-272      *
  [41]     ChrM     735-8847      *
  [42]     ChrM  11416-11917      *
  [43]     ChrM 12242-366924      *
  -------
  seqinfo: 7 sequences from an unspecified genome
setdiff(as(seqinfo(gff), "GRanges"), gff)     # gaps — more intuitive approach
GRanges object with 29 ranges and 0 metadata columns:
       seqnames         ranges strand
          <Rle>      <IRanges>  <Rle>
   [1]     Chr1         1-3630      *
   [2]     Chr1      5900-5927      *
   [3]     Chr1     8738-11648      *
   [4]     Chr1 13715-30427671      *
   [5]     Chr2         1-1024      *
   ...      ...            ...    ...
  [25]     ChrC    4348-154478      *
  [26]     ChrM          1-272      *
  [27]     ChrM       735-8847      *
  [28]     ChrM    11416-11917      *
  [29]     ChrM   12242-366924      *
  -------
  seqinfo: 7 sequences from an unspecified genome
disjoin(gff)                                   # return disjoint (non-overlapping) ranges
GRanges object with 211 ranges and 0 metadata columns:
        seqnames      ranges strand
           <Rle>   <IRanges>  <Rle>
    [1]     Chr1   3631-3759      *
    [2]     Chr1   3760-3913      *
    [3]     Chr1   3914-3995      *
    [4]     Chr1   3996-4276      *
    [5]     Chr1   4277-4485      *
    ...      ...         ...    ...
  [207]     ChrC   1752-4310      *
  [208]     ChrC   4311-4347      *
  [209]     ChrM     273-734      *
  [210]     ChrM  8848-11415      *
  [211]     ChrM 11918-12241      *
  -------
  seqinfo: 7 sequences from an unspecified genome
coverage(gff)                                  # per-base coverage as Rle object
RleList of length 7
$Chr1
integer-Rle of length 30427671 with 45 runs
  Lengths:     3630      129      154       82      281      209      120      100      390       78      153 ...       48      106       96       71     2911      215     1077      233      161      380 30413957
  Values :        0        4        5        3        5        3        5        3        5        3        5 ...        9        5        9        7        0        4        5        4        2        4        0

$Chr2
integer-Rle of length 19698289 with 14 runs
  Lengths:     1024      248      185       53      362      239      699      895     1808      268      164      625      102 19691617
  Values :        0        5        3        5        3        5        4        0        3        0        3        0        5        0

$Chr3
integer-Rle of length 23459830 with 29 runs
  Lengths:     1652      145      139      111       95       80       60      145       99      163      120 ...      182      477      285       35      289      108       55      155      148      156 23453781
  Values :        0        4        5        3        5        3        5        3        5        3        5 ...        0        5        0        4        5        3        5        3        5        4        0

$Chr4
integer-Rle of length 18585056 with 72 runs
  Lengths:     1179      357     1358      128      872      212       20       23       23       54       38 ...      179      132      134       84       19      114       36      212      114       74 18571697
  Values :        0        5        0        5        3        6        7        9        7        5        7 ...        5        3        5        3        5        3        5        3        5        4        0

$Chr5
integer-Rle of length 26975502 with 64 runs
  Lengths:     1222       28       28      109       72       67       45       75       98       36      133 ...      482      421      124      104      137      128      435       76       55      174 26967058
  Values :        0        4        7       13       16       10       11       17        9       17        9 ...        5        3        5        3        5        3        5        3        5        4        0

...
<2 more elements>

Overlap operations

findOverlaps(gff, gff[1:4])                    # index pairs of overlapping ranges
Hits object with 55 hits and 0 metadata columns:
       queryHits subjectHits
       <integer>   <integer>
   [1]         1           1
   [2]         1           2
   [3]         1           4
   [4]         1           3
   [5]         2           1
   ...       ...         ...
  [51]        16           1
  [52]        16           2
  [53]        16           3
  [54]        17           1
  [55]        17           2
  -------
  queryLength: 442 / subjectLength: 4
countOverlaps(gff, gff[1:4])[1:40]            # count overlaps per range
 2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 
 4  4  4  4  3  4  3  3  3  3  3  3  3  3  3  3  2  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0 
subsetByOverlaps(gff, gff[1:4])               # return only overlapping ranges
GRanges object with 17 ranges and 10 metadata columns:
     seqnames    ranges strand |   source            type     score     phase                  ID        Name            Note                          Parent       Index Derives_from
        <Rle> <IRanges>  <Rle> | <factor>        <factor> <numeric> <integer>         <character> <character> <CharacterList>                 <CharacterList> <character>  <character>
   2     Chr1 3631-5899      * |   TAIR10  mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                                       AT1G01010           1         <NA>
   3     Chr1 3631-5899      * |   TAIR10  mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                                       AT1G01010           1         <NA>
   4     Chr1 3760-5630      * |   TAIR10  protein               NA      <NA> AT1G01010.1-Protein AT1G01010.1                                                        <NA>  AT1G01010.1
   5     Chr1 3631-3913      * |   TAIR10  exon                  NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
   6     Chr1 3631-3759      * |   TAIR10  five_prime_UTR        NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
  ..      ...       ...    ... .      ...             ...       ...       ...                 ...         ...             ...                             ...         ...          ...
  14     Chr1 5174-5326      * |   TAIR10 exon                   NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
  15     Chr1 5174-5326      * |   TAIR10 CDS                    NA         0                <NA>        <NA>                 AT1G01010.1,AT1G01010.1-Protein        <NA>         <NA>
  16     Chr1 5439-5899      * |   TAIR10 exon                   NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
  17     Chr1 5439-5630      * |   TAIR10 CDS                    NA         0                <NA>        <NA>                 AT1G01010.1,AT1G01010.1-Protein        <NA>         <NA>
  18     Chr1 5631-5899      * |   TAIR10 three_prime_UTR        NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
  -------
  seqinfo: 7 sequences from an unspecified genome

Tip

findOverlaps and subsetByOverlaps are among the most frequently used functions in genomic analyses — they power intersection of features with peaks, reads, SNPs, and any other range-based data.

GRangesList — list of GRanges objects

sp <- split(gff, seq(along=gff))              # one range per list component
split(gff, seqnames(gff))                     # ranges grouped by chromosome
GRangesList object of length 7:
$Chr1
GRanges object with 71 ranges and 10 metadata columns:
     seqnames      ranges strand |   source            type     score     phase                  ID        Name            Note                          Parent       Index Derives_from
        <Rle>   <IRanges>  <Rle> | <factor>        <factor> <numeric> <integer>         <character> <character> <CharacterList>                 <CharacterList> <character>  <character>
   2     Chr1   3631-5899      * |   TAIR10  mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                                       AT1G01010           1         <NA>
   3     Chr1   3631-5899      * |   TAIR10  mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                                       AT1G01010           1         <NA>
   4     Chr1   3760-5630      * |   TAIR10  protein               NA      <NA> AT1G01010.1-Protein AT1G01010.1                                                        <NA>  AT1G01010.1
   5     Chr1   3631-3913      * |   TAIR10  exon                  NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
   6     Chr1   3631-3759      * |   TAIR10  five_prime_UTR        NA      <NA>                <NA>        <NA>                                     AT1G01010.1        <NA>         <NA>
  ..      ...         ...    ... .      ...             ...       ...       ...                 ...         ...             ...                             ...         ...          ...
  68     Chr1 13335-13714      * |   TAIR10 exon                   NA      <NA>                <NA>        <NA>                                     AT1G01030.1        <NA>         <NA>
  69     Chr1 12941-13173      * |   TAIR10 five_prime_UTR         NA      <NA>                <NA>        <NA>                                     AT1G01030.1        <NA>         <NA>
  70     Chr1 11864-12940      * |   TAIR10 CDS                    NA         0                <NA>        <NA>                 AT1G01030.1,AT1G01030.1-Protein        <NA>         <NA>
  71     Chr1 11649-11863      * |   TAIR10 three_prime_UTR        NA      <NA>                <NA>        <NA>                                     AT1G01030.1        <NA>         <NA>
  72     Chr1 11649-13173      * |   TAIR10 exon                   NA      <NA>                <NA>        <NA>                                     AT1G01030.1        <NA>         <NA>
  -------
  seqinfo: 7 sequences from an unspecified genome

...
<6 more elements>
unlist(sp)                                    # collapse back to GRanges
GRanges object with 442 ranges and 10 metadata columns:
          seqnames      ranges strand |   source           type     score     phase                  ID        Name                Note                          Parent       Index Derives_from
             <Rle>   <IRanges>  <Rle> | <factor>       <factor> <numeric> <integer>         <character> <character>     <CharacterList>                 <CharacterList> <character>  <character>
      1.2     Chr1   3631-5899      * |   TAIR10 mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                                           AT1G01010           1         <NA>
      2.3     Chr1   3631-5899      * |   TAIR10 mRNA                  NA      <NA>         AT1G01010.1 AT1G01010.1                                           AT1G01010           1         <NA>
      3.4     Chr1   3760-5630      * |   TAIR10 protein               NA      <NA> AT1G01010.1-Protein AT1G01010.1                                                            <NA>  AT1G01010.1
      4.5     Chr1   3631-3913      * |   TAIR10 exon                  NA      <NA>                <NA>        <NA>                                         AT1G01010.1        <NA>         <NA>
      5.6     Chr1   3631-3759      * |   TAIR10 five_prime_UTR        NA      <NA>                <NA>        <NA>                                         AT1G01010.1        <NA>         <NA>
      ...      ...         ...    ... .      ...            ...       ...       ...                 ...         ...                 ...                             ...         ...          ...
  438.445     ChrM 11918-12241      * |   TAIR10        gene           NA      <NA>           ATMG00030   ATMG00030 protein_coding_gene                                        <NA>         <NA>
  439.446     ChrM 11918-12241      * |   TAIR10        mRNA           NA      <NA>         ATMG00030.1 ATMG00030.1                                           ATMG00030           1         <NA>
  440.447     ChrM 11918-12241      * |   TAIR10        protein        NA      <NA> ATMG00030.1-Protein ATMG00030.1                                                            <NA>  ATMG00030.1
  441.448     ChrM 11918-12241      * |   TAIR10        exon           NA      <NA>                <NA>        <NA>                                         ATMG00030.1        <NA>         <NA>
  442.449     ChrM 11918-12241      * |   TAIR10        CDS            NA         0                <NA>        <NA>                     ATMG00030.1,ATMG00030.1-Protein        <NA>         <NA>
  -------
  seqinfo: 7 sequences from an unspecified genome
sp[1:4, "type"]                               # subset GRangesList
GRangesList object of length 4:
$`1`
GRanges object with 1 range and 1 metadata column:
    seqnames    ranges strand |     type
       <Rle> <IRanges>  <Rle> | <factor>
  2     Chr1 3631-5899      * |     mRNA
  -------
  seqinfo: 7 sequences from an unspecified genome

$`2`
GRanges object with 1 range and 1 metadata column:
    seqnames    ranges strand |     type
       <Rle> <IRanges>  <Rle> | <factor>
  3     Chr1 3631-5899      * |     mRNA
  -------
  seqinfo: 7 sequences from an unspecified genome

$`3`
GRanges object with 1 range and 1 metadata column:
    seqnames    ranges strand |     type
       <Rle> <IRanges>  <Rle> | <factor>
  4     Chr1 3760-5630      * |  protein
  -------
  seqinfo: 7 sequences from an unspecified genome

$`4`
GRanges object with 1 range and 1 metadata column:
    seqnames    ranges strand |     type
       <Rle> <IRanges>  <Rle> | <factor>
  5     Chr1 3631-3913      * |     exon
  -------
  seqinfo: 7 sequences from an unspecified genome
lapply(sp[1:4], length)                       # loop over GRangesList like a list
$`1`
[1] 1

$`2`
[1] 1

$`3`
[1] 1

$`4`
[1] 1

Transcript Ranges — TxDb Databases

TxDb (TranscriptDb) objects store transcript, exon, and CDS ranges in a SQLite database — making annotation retrieval robust and convenient.

Build a TxDb from a GFF file

library(txdbmaker)
download.file(
    "https://cluster.hpcc.ucr.edu/~tgirke/Documents/R_BioCond/Samples/gff3.gff",
    "data/gff3.gff"
)
txdb <- makeTxDbFromGFF(
    file       = "data/gff3.gff",
    format     = "gff",
    dataSource = "TAIR",
    organism   = "Arabidopsis thaliana"
)
saveDb(txdb, file="./data/TAIR10.sqlite")    # save for reuse
TxDb object:
# Db type: TxDb
# Supporting package: GenomicFeatures
# Data source: TAIR
# Organism: Arabidopsis thaliana
# Taxonomy ID: 3702
# Genome: NA
# Nb of transcripts: 28
# Db created by: txdbmaker package from Bioconductor
# Creation time: 2026-04-23 12:15:17 -0700 (Thu, 23 Apr 2026)
# txdbmaker version at creation time: 1.6.2
# RSQLite version at creation time: 2.4.6
# DBSCHEMAVERSION: 1.2
txdb <- loadDb("./data/TAIR10.sqlite")       # reload later

transcripts(txdb)                            # all transcripts as GRanges
GRanges object with 28 ranges and 2 metadata columns:
       seqnames      ranges strand |     tx_id     tx_name
          <Rle>   <IRanges>  <Rle> | <integer> <character>
   [1]     Chr1   3631-5899      + |         1 AT1G01010.1
   [2]     Chr1   5928-8737      - |         2 AT1G01020.1
   [3]     Chr1   6790-8737      - |         3 AT1G01020.2
   [4]     Chr1 11649-13714      - |         4 AT1G01030.1
   [5]     Chr2   1025-2810      + |         5 AT2G01008.1
   ...      ...         ...    ... .       ...         ...
  [24]     ChrC    383-1444      - |        24 ATCG00020.1
  [25]     ChrC   1717-4347      - |        25 ATCG00030.1
  [26]     ChrM 11918-12241      + |        26 ATMG00030.1
  [27]     ChrM     273-734      - |        27 ATMG00010.1
  [28]     ChrM  8848-11415      - |        28 ATMG00020.1
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths
transcriptsBy(txdb, by="gene")               # transcripts grouped by gene
GRangesList object of length 22:
$AT1G01010
GRanges object with 1 range and 2 metadata columns:
      seqnames    ranges strand |     tx_id     tx_name
         <Rle> <IRanges>  <Rle> | <integer> <character>
  [1]     Chr1 3631-5899      + |         1 AT1G01010.1
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths

$AT1G01020
GRanges object with 2 ranges and 2 metadata columns:
      seqnames    ranges strand |     tx_id     tx_name
         <Rle> <IRanges>  <Rle> | <integer> <character>
  [1]     Chr1 5928-8737      - |         2 AT1G01020.1
  [2]     Chr1 6790-8737      - |         3 AT1G01020.2
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths

$AT1G01030
GRanges object with 1 range and 2 metadata columns:
      seqnames      ranges strand |     tx_id     tx_name
         <Rle>   <IRanges>  <Rle> | <integer> <character>
  [1]     Chr1 11649-13714      - |         4 AT1G01030.1
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths

...
<19 more elements>
exonsBy(txdb, by="gene")                     # exons grouped by gene
GRangesList object of length 22:
$AT1G01010
GRanges object with 6 ranges and 2 metadata columns:
      seqnames    ranges strand |   exon_id   exon_name
         <Rle> <IRanges>  <Rle> | <integer> <character>
  [1]     Chr1 3631-3913      + |         1        <NA>
  [2]     Chr1 3996-4276      + |         2        <NA>
  [3]     Chr1 4486-4605      + |         3        <NA>
  [4]     Chr1 4706-5095      + |         4        <NA>
  [5]     Chr1 5174-5326      + |         5        <NA>
  [6]     Chr1 5439-5899      + |         6        <NA>
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths

$AT1G01020
GRanges object with 12 ranges and 2 metadata columns:
       seqnames    ranges strand |   exon_id   exon_name
          <Rle> <IRanges>  <Rle> | <integer> <character>
   [1]     Chr1 5928-6263      - |         7        <NA>
   [2]     Chr1 6437-7069      - |         8        <NA>
   [3]     Chr1 6790-7069      - |         9        <NA>
   [4]     Chr1 7157-7232      - |        10        <NA>
   [5]     Chr1 7157-7450      - |        11        <NA>
   ...      ...       ...    ... .       ...         ...
   [8]     Chr1 7762-7835      - |        14        <NA>
   [9]     Chr1 7942-7987      - |        15        <NA>
  [10]     Chr1 8236-8325      - |        16        <NA>
  [11]     Chr1 8417-8464      - |        17        <NA>
  [12]     Chr1 8571-8737      - |        18        <NA>
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths

$AT1G01030
GRanges object with 2 ranges and 2 metadata columns:
      seqnames      ranges strand |   exon_id   exon_name
         <Rle>   <IRanges>  <Rle> | <integer> <character>
  [1]     Chr1 11649-13173      - |        19        <NA>
  [2]     Chr1 13335-13714      - |        20        <NA>
  -------
  seqinfo: 7 sequences (2 circular) from an unspecified genome; no seqlengths

...
<19 more elements>

Build a TxDb from BioMart

library(GenomicFeatures); library(txdbmaker); library(biomaRt)

txdb <- makeTxDbFromBiomart(
    biomart = "plants_mart",
    dataset = "athaliana_eg_gene",
    host    = "https://plants.ensembl.org"
)

# Explore BioMart databases
listMarts(host="plants.ensembl.org")
            biomart                      version
1       plants_mart      Ensembl Plants Genes 62
2 plants_variations Ensembl Plants Variations 62
mymart <- useMart("plants_mart", dataset="athaliana_eg_gene", host="plants.ensembl.org")
listAttributes(mymart)
                                                           name                                                                           description         page
1                                               ensembl_gene_id                                                                        Gene stable ID feature_page
2                                         ensembl_transcript_id                                                                  Transcript stable ID feature_page
3                                            ensembl_peptide_id                                                                     Protein stable ID feature_page
4                                               ensembl_exon_id                                                                        Exon stable ID feature_page
5                                                   description                                                                      Gene description feature_page
6                                               chromosome_name                                                              Chromosome/scaffold name feature_page
7                                                start_position                                                                       Gene start (bp) feature_page
8                                                  end_position                                                                         Gene end (bp) feature_page
9                                                        strand                                                                                Strand feature_page
10                                                         band                                                                        Karyotype band feature_page
11                                             transcript_start                                                                 Transcript start (bp) feature_page
12                                               transcript_end                                                                   Transcript end (bp) feature_page
13                                     transcription_start_site                                                        Transcription start site (TSS) feature_page
14                                            transcript_length                                            Transcript length (including UTRs and CDS) feature_page
15                                      transcript_is_canonical                                                                     Ensembl Canonical feature_page
16                                           external_gene_name                                                                             Gene name feature_page
17                                         external_gene_source                                                                   Source of gene name feature_page
18                                     external_transcript_name                                                                       Transcript name feature_page
19                              external_transcript_source_name                                                             Source of transcript name feature_page
20                                             transcript_count                                                                      Transcript count feature_page
21                                   percentage_gene_gc_content                                                                     Gene % GC content feature_page
22                                                 gene_biotype                                                                             Gene type feature_page
23                                           transcript_biotype                                                                       Transcript type feature_page
24                                                       source                                                                         Source (gene) feature_page
25                                            transcript_source                                                                   Source (transcript) feature_page
26                                             external_synonym                                                                          Gene Synonym feature_page
27                                                        go_id                                                                     GO term accession feature_page
28                                                    name_1006                                                                          GO term name feature_page
29                                              definition_1006                                                                    GO term definition feature_page
30                                              go_linkage_type                                                                 GO term evidence code feature_page
31                                               namespace_1003                                                                             GO domain feature_page
32                                                        po_id                                                                PO term accession (bp) feature_page
33                                                 po_name_1006                                                                     PO term name (bp) feature_page
34                                           po_definition_1006                                                               PO term definition (bp) feature_page
35                                              po_linkage_type                                                            PO term evidence code (bp) feature_page
36                                            po_namespace_1003                                                                             PO domain feature_page
37                                         goslim_goa_accession                                                               GOSlim GOA Accession(s) feature_page
38                                       goslim_goa_description                                                                GOSlim GOA Description feature_page
39                                                      biogrid          BioGRID Interaction data, The General Repository for Interaction Datasets ID feature_page
40                                                       chembl                                                                             ChEMBL ID feature_page
41                                        entrezgene_trans_name                                                         EntrezGene transcript name ID feature_page
42                                                         embl                                                        European Nucleotide Archive ID feature_page
43                                                 arrayexpress                                                                   Expression Atlas ID feature_page
44                                                   protein_id                                                                      INSDC protein ID feature_page
45                                                knetminer_ara                                                                      KNETMINER_ARA ID feature_page
46                                                       merops                                                    MEROPS - the Peptidase Database ID feature_page
47                                                   mirbase_id                                                                            miRBase ID feature_page
48                                            mirbase_accession                                                                     miRBase accession feature_page
49                                           mirbase_trans_name                                                            miRBase transcript name ID feature_page
50                                                 nasc_gene_id                                                                          NASC Gene ID feature_page
51                                       entrezgene_description                                           NCBI gene (formerly Entrezgene) description feature_page
52                                         entrezgene_accession                                             NCBI gene (formerly Entrezgene) accession feature_page
53                                                entrezgene_id                                                    NCBI gene (formerly Entrezgene) ID feature_page
54                                                          pdb                                                                                PDB ID feature_page
55                                       plant_reactome_pathway                                                             Plant Reactome Pathway ID feature_page
56                                      plant_reactome_reaction                                                            Plant Reactome Reaction ID feature_page
57                                                           po                                                           Plant Structure Ontology ID feature_page
58                                                   refseq_dna                                                                         RefSeq DNA ID feature_page
59                                                  refseq_mrna                                                                        RefSeq mRNA ID feature_page
60                                                 refseq_ncrna                                                                       RefSeq ncRNA ID feature_page
61                                               refseq_peptide                                                                     RefSeq peptide ID feature_page
62                                                   rnacentral                                                                         RNAcentral ID feature_page
63                                                       string                                                                             STRING ID feature_page
64                                                   tair_locus                                                                               TAIR ID feature_page
65                                                  tair_symbol                                                                     TAIR Gene Name ID feature_page
66                                             tair_locus_model                                                                 TAIR Locus (Model) ID feature_page
67                                             tair_translation                                                        TAIR Translation identifier ID feature_page
68                                                      uniparc                                                                            UniParc ID feature_page
69                                        uniprot_gn_trans_name                                                            UniProt transcript name ID feature_page
70                                                uniprot_gn_id                                                                UniProtKB Gene Name ID feature_page
71                                            uniprot_gn_symbol                                                            UniProtKB Gene Name symbol feature_page
72                                             uniprotswissprot                                                               UniProtKB/Swiss-Prot ID feature_page
73                                              uniprotsptrembl                                                                   UniProtKB/TrEMBL ID feature_page
74                                                  wikigene_id                                                                           WikiGene ID feature_page
75                                                wikigene_name                                                                         WikiGene name feature_page
76                                         wikigene_description                                                                  WikiGene description feature_page
77                                                          cdd                                                                                CDD ID feature_page
78                                                    cdd_start                                                                             CDD start feature_page
79                                                      cdd_end                                                                               CDD end feature_page
80                                                       gene3d                                                                             Gene3D ID feature_page
81                                                 gene3d_start                                                                          Gene3D start feature_page
82                                                   gene3d_end                                                                            Gene3D end feature_page
83                                                        hamap                                                                              HAMAP ID feature_page
84                                                  hamap_start                                                                           HAMAP start feature_page
85                                                    hamap_end                                                                             HAMAP end feature_page
86                                                      ncbifam                                                                            NCBIFAM ID feature_page
87                                                ncbifam_start                                                                         NCBIFAM start feature_page
88                                                  ncbifam_end                                                                           NCBIFAM end feature_page
89                                                   hmmpanther                                                                            PANTHER ID feature_page
90                                             hmmpanther_start                                                                         PANTHER start feature_page
91                                               hmmpanther_end                                                                           PANTHER end feature_page
92                                                         pfam                                                                               Pfam ID feature_page
93                                                   pfam_start                                                                            Pfam start feature_page
94                                                     pfam_end                                                                              Pfam end feature_page
95                                                        pirsf                                                                              PIRSF ID feature_page
96                                                  pirsf_start                                                                           PIRSF start feature_page
97                                                    pirsf_end                                                                             PIRSF end feature_page
98                                                       prints                                                                             Prints ID feature_page
99                                                 prints_start                                                                          Prints start feature_page
100                                                  prints_end                                                                            Prints end feature_page
101                                                 scanprosite                                                                   PROSITE patterns ID feature_page
102                                           scanprosite_start                                                                PROSITE patterns start feature_page
103                                             scanprosite_end                                                                  PROSITE patterns end feature_page
104                                                      pfscan                                                                   PROSITE profiles ID feature_page
105                                                pfscan_start                                                                PROSITE profiles start feature_page
106                                                  pfscan_end                                                                  PROSITE profiles end feature_page
107                                                        sfld                                                                               SFLD ID feature_page
108                                                  sfld_start                                                                            SFLD start feature_page
109                                                    sfld_end                                                                              SFLD end feature_page
110                                                       smart                                                                              SMART ID feature_page
111                                                 smart_start                                                                           SMART start feature_page
112                                                   smart_end                                                                             SMART end feature_page
113                                                 superfamily                                                                        Superfamily ID feature_page
114                                           superfamily_start                                                                     Superfamily start feature_page
115                                             superfamily_end                                                                       Superfamily end feature_page
116                                                     tigrfam                                                                            TIGRFAM ID feature_page
117                                               tigrfam_start                                                                         TIGRFAM start feature_page
118                                                 tigrfam_end                                                                           TIGRFAM end feature_page
119                                                    interpro                                                                           Interpro ID feature_page
120                                  interpro_short_description                                                            Interpro Short Description feature_page
121                                        interpro_description                                                                  Interpro Description feature_page
122                                              interpro_start                                                                        Interpro start feature_page
123                                                interpro_end                                                                          Interpro end feature_page
124                                                   alphafold                                                                    AFDB-ENSP mappings feature_page
125                                             alphafold_start                                                              AFDB-ENSP mappings start feature_page
126                                               alphafold_end                                                                AFDB-ENSP mappings end feature_page
127                                                  mobidblite                                                                           MobiDB lite feature_page
128                                            mobidblite_start                                                                     MobiDB lite start feature_page
129                                              mobidblite_end                                                                       MobiDB lite end feature_page
130                                                      ncoils                                                                 Coiled-coils (Ncoils) feature_page
131                                                ncoils_start                                                           Coiled-coils (Ncoils) start feature_page
132                                                  ncoils_end                                                             Coiled-coils (Ncoils) end feature_page
133                                                     phobius                                                                               Phobius feature_page
134                                               phobius_start                                                                         Phobius start feature_page
135                                                 phobius_end                                                                           Phobius end feature_page
136                                                         seg                                                                  Low complexity (Seg) feature_page
137                                                   seg_start                                                            Low complexity (Seg) start feature_page
138                                                     seg_end                                                              Low complexity (Seg) end feature_page
139                                                     signalp                                                               Cleavage site (Signalp) feature_page
140                                               signalp_start                                                         Cleavage site (Signalp) start feature_page
141                                                 signalp_end                                                           Cleavage site (Signalp) end feature_page
142                                                  signalp_gn                                                                 SignalP_GRAM_NEGATIVE feature_page
143                                            signalp_gn_start                                                           SignalP_GRAM_NEGATIVE start feature_page
144                                              signalp_gn_end                                                             SignalP_GRAM_NEGATIVE end feature_page
145                                                  signalp_gp                                                                 SignalP_GRAM_POSITIVE feature_page
146                                            signalp_gp_start                                                           SignalP_GRAM_POSITIVE start feature_page
147                                              signalp_gp_end                                                             SignalP_GRAM_POSITIVE end feature_page
148                                                       tmhmm                                                                 Transmembrane helices feature_page
149                                                 tmhmm_start                                                           Transmembrane helices start feature_page
150                                                   tmhmm_end                                                             Transmembrane helices end feature_page
151                                             ensembl_gene_id                                                                        Gene stable ID    structure
152                                       ensembl_transcript_id                                                                  Transcript stable ID    structure
153                                          ensembl_peptide_id                                                                     Protein stable ID    structure
154                                             chromosome_name                                                              Chromosome/scaffold name    structure
155                                              start_position                                                                       Gene start (bp)    structure
156                                                end_position                                                                         Gene end (bp)    structure
157                                            transcript_start                                                                 Transcript start (bp)    structure
158                                              transcript_end                                                                   Transcript end (bp)    structure
159                                    transcription_start_site                                                        Transcription start site (TSS)    structure
160                                           transcript_length                                            Transcript length (including UTRs and CDS)    structure
161                                                      strand                                                                                Strand    structure
162                                          external_gene_name                                                                             Gene name    structure
163                                        external_gene_source                                                                   Source of gene name    structure
164                                                 5_utr_start                                                                          5' UTR start    structure
165                                                   5_utr_end                                                                            5' UTR end    structure
166                                                 3_utr_start                                                                          3' UTR start    structure
167                                                   3_utr_end                                                                            3' UTR end    structure
168                                                  cds_length                                                                            CDS Length    structure
169                                            transcript_count                                                                      Transcript count    structure
170                                                 description                                                                      Gene description    structure
171                                                gene_biotype                                                                             Gene type    structure
172                                            exon_chrom_start                                                                Exon region start (bp)    structure
173                                              exon_chrom_end                                                                  Exon region end (bp)    structure
174                                             is_constitutive                                                                     Constitutive exon    structure
175                                                        rank                                                               Exon rank in transcript    structure
176                                                       phase                                                                           Start phase    structure
177                                                   end_phase                                                                             End phase    structure
178                                           cdna_coding_start                                                                     cDNA coding start    structure
179                                             cdna_coding_end                                                                       cDNA coding end    structure
180                                        genomic_coding_start                                                                  Genomic coding start    structure
181                                          genomic_coding_end                                                                    Genomic coding end    structure
182                                             ensembl_exon_id                                                                        Exon stable ID    structure
183                                                   cds_start                                                                             CDS start    structure
184                                                     cds_end                                                                               CDS end    structure
185                                             ensembl_gene_id                                                                        Gene stable ID     homologs
186                                       ensembl_transcript_id                                                                  Transcript stable ID     homologs
187                                          ensembl_peptide_id                                                                     Protein stable ID     homologs
188                                             chromosome_name                                                              Chromosome/scaffold name     homologs
189                                              start_position                                                                       Gene start (bp)     homologs
190                                                end_position                                                                         Gene end (bp)     homologs
191                                                      strand                                                                                Strand     homologs
192                                                        band                                                                        Karyotype band     homologs
193                                          external_gene_name                                                                             Gene name     homologs
194                                        external_gene_source                                                                   Source of gene name     homologs
195                                            transcript_count                                                                      Transcript count     homologs
196                                  percentage_gene_gc_content                                                                     Gene % GC content     homologs
197                                                 description                                                                      Gene description     homologs
198                          achinensis_eg_homolog_ensembl_gene                                                    Actinidia chinensis gene stable ID     homologs
199                  achinensis_eg_homolog_associated_gene_name                                                         Actinidia chinensis gene name     homologs
200                       achinensis_eg_homolog_ensembl_peptide                                   Actinidia chinensis protein or transcript stable ID     homologs
201                            achinensis_eg_homolog_chromosome                                          Actinidia chinensis chromosome/scaffold name     homologs
202                           achinensis_eg_homolog_chrom_start                                    Actinidia chinensis chromosome/scaffold start (bp)     homologs
203                             achinensis_eg_homolog_chrom_end                                      Actinidia chinensis chromosome/scaffold end (bp)     homologs
204          achinensis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
205                               achinensis_eg_homolog_subtype                                         Last common ancestor with Actinidia chinensis     homologs
206                        achinensis_eg_homolog_orthology_type                                                     Actinidia chinensis homology type     homologs
207                               achinensis_eg_homolog_perc_id                          %id. target Actinidia chinensis gene identical to query gene     homologs
208                            achinensis_eg_homolog_perc_id_r1                          %id. query gene identical to target Actinidia chinensis gene     homologs
209                          achinensis_eg_homolog_wga_coverage                                   Actinidia chinensis Whole-genome alignment coverage     homologs
210                  achinensis_eg_homolog_orthology_confidence                              Actinidia chinensis orthology confidence [0 low, 1 high]     homologs
211                           atauschii_eg_homolog_ensembl_gene                                                      Aegilops tauschii gene stable ID     homologs
212                   atauschii_eg_homolog_associated_gene_name                                                           Aegilops tauschii gene name     homologs
213                        atauschii_eg_homolog_ensembl_peptide                                     Aegilops tauschii protein or transcript stable ID     homologs
214                             atauschii_eg_homolog_chromosome                                            Aegilops tauschii chromosome/scaffold name     homologs
215                            atauschii_eg_homolog_chrom_start                                      Aegilops tauschii chromosome/scaffold start (bp)     homologs
216                              atauschii_eg_homolog_chrom_end                                        Aegilops tauschii chromosome/scaffold end (bp)     homologs
217           atauschii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
218                                atauschii_eg_homolog_subtype                                           Last common ancestor with Aegilops tauschii     homologs
219                         atauschii_eg_homolog_orthology_type                                                       Aegilops tauschii homology type     homologs
220                                atauschii_eg_homolog_perc_id                            %id. target Aegilops tauschii gene identical to query gene     homologs
221                             atauschii_eg_homolog_perc_id_r1                            %id. query gene identical to target Aegilops tauschii gene     homologs
222                           atauschii_eg_homolog_wga_coverage                                     Aegilops tauschii Whole-genome alignment coverage     homologs
223                   atauschii_eg_homolog_orthology_confidence                                Aegilops tauschii orthology confidence [0 low, 1 high]     homologs
224                        aumbellulata_eg_homolog_ensembl_gene                                                   Aegilops umbellulata gene stable ID     homologs
225                aumbellulata_eg_homolog_associated_gene_name                                                        Aegilops umbellulata gene name     homologs
226                     aumbellulata_eg_homolog_ensembl_peptide                                  Aegilops umbellulata protein or transcript stable ID     homologs
227                          aumbellulata_eg_homolog_chromosome                                         Aegilops umbellulata chromosome/scaffold name     homologs
228                         aumbellulata_eg_homolog_chrom_start                                   Aegilops umbellulata chromosome/scaffold start (bp)     homologs
229                           aumbellulata_eg_homolog_chrom_end                                     Aegilops umbellulata chromosome/scaffold end (bp)     homologs
230        aumbellulata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
231                             aumbellulata_eg_homolog_subtype                                        Last common ancestor with Aegilops umbellulata     homologs
232                      aumbellulata_eg_homolog_orthology_type                                                    Aegilops umbellulata homology type     homologs
233                             aumbellulata_eg_homolog_perc_id                         %id. target Aegilops umbellulata gene identical to query gene     homologs
234                          aumbellulata_eg_homolog_perc_id_r1                         %id. query gene identical to target Aegilops umbellulata gene     homologs
235                aumbellulata_eg_homolog_orthology_confidence                             Aegilops umbellulata orthology confidence [0 low, 1 high]     homologs
236                         atrichopoda_eg_homolog_ensembl_gene                                                   Amborella trichopoda gene stable ID     homologs
237                 atrichopoda_eg_homolog_associated_gene_name                                                        Amborella trichopoda gene name     homologs
238                      atrichopoda_eg_homolog_ensembl_peptide                                  Amborella trichopoda protein or transcript stable ID     homologs
239                           atrichopoda_eg_homolog_chromosome                                         Amborella trichopoda chromosome/scaffold name     homologs
240                          atrichopoda_eg_homolog_chrom_start                                   Amborella trichopoda chromosome/scaffold start (bp)     homologs
241                            atrichopoda_eg_homolog_chrom_end                                     Amborella trichopoda chromosome/scaffold end (bp)     homologs
242         atrichopoda_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
243                              atrichopoda_eg_homolog_subtype                                        Last common ancestor with Amborella trichopoda     homologs
244                       atrichopoda_eg_homolog_orthology_type                                                    Amborella trichopoda homology type     homologs
245                              atrichopoda_eg_homolog_perc_id                         %id. target Amborella trichopoda gene identical to query gene     homologs
246                           atrichopoda_eg_homolog_perc_id_r1                         %id. query gene identical to target Amborella trichopoda gene     homologs
247                         atrichopoda_eg_homolog_wga_coverage                                  Amborella trichopoda Whole-genome alignment coverage     homologs
248                 atrichopoda_eg_homolog_orthology_confidence                             Amborella trichopoda orthology confidence [0 low, 1 high]     homologs
249                            acomosus_eg_homolog_ensembl_gene                                                         Ananas comosus gene stable ID     homologs
250                    acomosus_eg_homolog_associated_gene_name                                                              Ananas comosus gene name     homologs
251                         acomosus_eg_homolog_ensembl_peptide                                        Ananas comosus protein or transcript stable ID     homologs
252                              acomosus_eg_homolog_chromosome                                               Ananas comosus chromosome/scaffold name     homologs
253                             acomosus_eg_homolog_chrom_start                                         Ananas comosus chromosome/scaffold start (bp)     homologs
254                               acomosus_eg_homolog_chrom_end                                           Ananas comosus chromosome/scaffold end (bp)     homologs
255            acomosus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
256                                 acomosus_eg_homolog_subtype                                              Last common ancestor with Ananas comosus     homologs
257                          acomosus_eg_homolog_orthology_type                                                          Ananas comosus homology type     homologs
258                                 acomosus_eg_homolog_perc_id                               %id. target Ananas comosus gene identical to query gene     homologs
259                              acomosus_eg_homolog_perc_id_r1                               %id. query gene identical to target Ananas comosus gene     homologs
260                            acomosus_eg_homolog_wga_coverage                                        Ananas comosus Whole-genome alignment coverage     homologs
261                    acomosus_eg_homolog_orthology_confidence                                   Ananas comosus orthology confidence [0 low, 1 high]     homologs
262                            ahalleri_eg_homolog_ensembl_gene                                                    Arabidopsis halleri gene stable ID     homologs
263                    ahalleri_eg_homolog_associated_gene_name                                                         Arabidopsis halleri gene name     homologs
264                         ahalleri_eg_homolog_ensembl_peptide                                   Arabidopsis halleri protein or transcript stable ID     homologs
265                              ahalleri_eg_homolog_chromosome                                          Arabidopsis halleri chromosome/scaffold name     homologs
266                             ahalleri_eg_homolog_chrom_start                                    Arabidopsis halleri chromosome/scaffold start (bp)     homologs
267                               ahalleri_eg_homolog_chrom_end                                      Arabidopsis halleri chromosome/scaffold end (bp)     homologs
268            ahalleri_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
269                                 ahalleri_eg_homolog_subtype                                         Last common ancestor with Arabidopsis halleri     homologs
270                          ahalleri_eg_homolog_orthology_type                                                     Arabidopsis halleri homology type     homologs
271                                 ahalleri_eg_homolog_perc_id                          %id. target Arabidopsis halleri gene identical to query gene     homologs
272                              ahalleri_eg_homolog_perc_id_r1                          %id. query gene identical to target Arabidopsis halleri gene     homologs
273                               ahalleri_eg_homolog_goc_score                                     Arabidopsis halleri Gene-order conservation score     homologs
274                            ahalleri_eg_homolog_wga_coverage                                   Arabidopsis halleri Whole-genome alignment coverage     homologs
275                    ahalleri_eg_homolog_orthology_confidence                              Arabidopsis halleri orthology confidence [0 low, 1 high]     homologs
276                             alyrata_eg_homolog_ensembl_gene                                                     Arabidopsis lyrata gene stable ID     homologs
277                     alyrata_eg_homolog_associated_gene_name                                                          Arabidopsis lyrata gene name     homologs
278                          alyrata_eg_homolog_ensembl_peptide                                    Arabidopsis lyrata protein or transcript stable ID     homologs
279                               alyrata_eg_homolog_chromosome                                           Arabidopsis lyrata chromosome/scaffold name     homologs
280                              alyrata_eg_homolog_chrom_start                                     Arabidopsis lyrata chromosome/scaffold start (bp)     homologs
281                                alyrata_eg_homolog_chrom_end                                       Arabidopsis lyrata chromosome/scaffold end (bp)     homologs
282             alyrata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
283                                  alyrata_eg_homolog_subtype                                          Last common ancestor with Arabidopsis lyrata     homologs
284                           alyrata_eg_homolog_orthology_type                                                      Arabidopsis lyrata homology type     homologs
285                                  alyrata_eg_homolog_perc_id                           %id. target Arabidopsis lyrata gene identical to query gene     homologs
286                               alyrata_eg_homolog_perc_id_r1                           %id. query gene identical to target Arabidopsis lyrata gene     homologs
287                                alyrata_eg_homolog_goc_score                                      Arabidopsis lyrata Gene-order conservation score     homologs
288                             alyrata_eg_homolog_wga_coverage                                    Arabidopsis lyrata Whole-genome alignment coverage     homologs
289                     alyrata_eg_homolog_orthology_confidence                               Arabidopsis lyrata orthology confidence [0 low, 1 high]     homologs
290                             aalpina_eg_homolog_ensembl_gene                                                          Arabis alpina gene stable ID     homologs
291                     aalpina_eg_homolog_associated_gene_name                                                               Arabis alpina gene name     homologs
292                          aalpina_eg_homolog_ensembl_peptide                                         Arabis alpina protein or transcript stable ID     homologs
293                               aalpina_eg_homolog_chromosome                                                Arabis alpina chromosome/scaffold name     homologs
294                              aalpina_eg_homolog_chrom_start                                          Arabis alpina chromosome/scaffold start (bp)     homologs
295                                aalpina_eg_homolog_chrom_end                                            Arabis alpina chromosome/scaffold end (bp)     homologs
296             aalpina_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
297                                  aalpina_eg_homolog_subtype                                               Last common ancestor with Arabis alpina     homologs
298                           aalpina_eg_homolog_orthology_type                                                           Arabis alpina homology type     homologs
299                                  aalpina_eg_homolog_perc_id                                %id. target Arabis alpina gene identical to query gene     homologs
300                               aalpina_eg_homolog_perc_id_r1                                %id. query gene identical to target Arabis alpina gene     homologs
301                                aalpina_eg_homolog_goc_score                                           Arabis alpina Gene-order conservation score     homologs
302                             aalpina_eg_homolog_wga_coverage                                         Arabis alpina Whole-genome alignment coverage     homologs
303                     aalpina_eg_homolog_orthology_confidence                                    Arabis alpina orthology confidence [0 low, 1 high]     homologs
304                           ahypogaea_eg_homolog_ensembl_gene                                                       Arachis hypogaea gene stable ID     homologs
305                   ahypogaea_eg_homolog_associated_gene_name                                                            Arachis hypogaea gene name     homologs
306                        ahypogaea_eg_homolog_ensembl_peptide                                      Arachis hypogaea protein or transcript stable ID     homologs
307                             ahypogaea_eg_homolog_chromosome                                             Arachis hypogaea chromosome/scaffold name     homologs
308                            ahypogaea_eg_homolog_chrom_start                                       Arachis hypogaea chromosome/scaffold start (bp)     homologs
309                              ahypogaea_eg_homolog_chrom_end                                         Arachis hypogaea chromosome/scaffold end (bp)     homologs
310           ahypogaea_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
311                                ahypogaea_eg_homolog_subtype                                            Last common ancestor with Arachis hypogaea     homologs
312                         ahypogaea_eg_homolog_orthology_type                                                        Arachis hypogaea homology type     homologs
313                                ahypogaea_eg_homolog_perc_id                             %id. target Arachis hypogaea gene identical to query gene     homologs
314                             ahypogaea_eg_homolog_perc_id_r1                             %id. query gene identical to target Arachis hypogaea gene     homologs
315                   ahypogaea_eg_homolog_orthology_confidence                                 Arachis hypogaea orthology confidence [0 low, 1 high]     homologs
316                        aofficinalis_eg_homolog_ensembl_gene                                                  Asparagus officinalis gene stable ID     homologs
317                aofficinalis_eg_homolog_associated_gene_name                                                       Asparagus officinalis gene name     homologs
318                     aofficinalis_eg_homolog_ensembl_peptide                                 Asparagus officinalis protein or transcript stable ID     homologs
319                          aofficinalis_eg_homolog_chromosome                                        Asparagus officinalis chromosome/scaffold name     homologs
320                         aofficinalis_eg_homolog_chrom_start                                  Asparagus officinalis chromosome/scaffold start (bp)     homologs
321                           aofficinalis_eg_homolog_chrom_end                                    Asparagus officinalis chromosome/scaffold end (bp)     homologs
322        aofficinalis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
323                             aofficinalis_eg_homolog_subtype                                       Last common ancestor with Asparagus officinalis     homologs
324                      aofficinalis_eg_homolog_orthology_type                                                   Asparagus officinalis homology type     homologs
325                             aofficinalis_eg_homolog_perc_id                        %id. target Asparagus officinalis gene identical to query gene     homologs
326                          aofficinalis_eg_homolog_perc_id_r1                        %id. query gene identical to target Asparagus officinalis gene     homologs
327                aofficinalis_eg_homolog_orthology_confidence                            Asparagus officinalis orthology confidence [0 low, 1 high]     homologs
328                            asot3098_eg_homolog_ensembl_gene                                                    Avena sativa OT3098 gene stable ID     homologs
329                    asot3098_eg_homolog_associated_gene_name                                                         Avena sativa OT3098 gene name     homologs
330                         asot3098_eg_homolog_ensembl_peptide                                   Avena sativa OT3098 protein or transcript stable ID     homologs
331                              asot3098_eg_homolog_chromosome                                          Avena sativa OT3098 chromosome/scaffold name     homologs
332                             asot3098_eg_homolog_chrom_start                                    Avena sativa OT3098 chromosome/scaffold start (bp)     homologs
333                               asot3098_eg_homolog_chrom_end                                      Avena sativa OT3098 chromosome/scaffold end (bp)     homologs
334            asot3098_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
335                                 asot3098_eg_homolog_subtype                                         Last common ancestor with Avena sativa OT3098     homologs
336                          asot3098_eg_homolog_orthology_type                                                     Avena sativa OT3098 homology type     homologs
337                                 asot3098_eg_homolog_perc_id                          %id. target Avena sativa OT3098 gene identical to query gene     homologs
338                              asot3098_eg_homolog_perc_id_r1                          %id. query gene identical to target Avena sativa OT3098 gene     homologs
339                    asot3098_eg_homolog_orthology_confidence                              Avena sativa OT3098 orthology confidence [0 low, 1 high]     homologs
340                              assang_eg_homolog_ensembl_gene                                                      Avena sativa Sang gene stable ID     homologs
341                      assang_eg_homolog_associated_gene_name                                                           Avena sativa Sang gene name     homologs
342                           assang_eg_homolog_ensembl_peptide                                     Avena sativa Sang protein or transcript stable ID     homologs
343                                assang_eg_homolog_chromosome                                            Avena sativa Sang chromosome/scaffold name     homologs
344                               assang_eg_homolog_chrom_start                                      Avena sativa Sang chromosome/scaffold start (bp)     homologs
345                                 assang_eg_homolog_chrom_end                                        Avena sativa Sang chromosome/scaffold end (bp)     homologs
346              assang_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
347                                   assang_eg_homolog_subtype                                           Last common ancestor with Avena sativa Sang     homologs
348                            assang_eg_homolog_orthology_type                                                       Avena sativa Sang homology type     homologs
349                                   assang_eg_homolog_perc_id                            %id. target Avena sativa Sang gene identical to query gene     homologs
350                                assang_eg_homolog_perc_id_r1                            %id. query gene identical to target Avena sativa Sang gene     homologs
351                      assang_eg_homolog_orthology_confidence                                Avena sativa Sang orthology confidence [0 low, 1 high]     homologs
352                           bvulgaris_eg_homolog_ensembl_gene                                                          Beta vulgaris gene stable ID     homologs
353                   bvulgaris_eg_homolog_associated_gene_name                                                               Beta vulgaris gene name     homologs
354                        bvulgaris_eg_homolog_ensembl_peptide                                         Beta vulgaris protein or transcript stable ID     homologs
355                             bvulgaris_eg_homolog_chromosome                                                Beta vulgaris chromosome/scaffold name     homologs
356                            bvulgaris_eg_homolog_chrom_start                                          Beta vulgaris chromosome/scaffold start (bp)     homologs
357                              bvulgaris_eg_homolog_chrom_end                                            Beta vulgaris chromosome/scaffold end (bp)     homologs
358           bvulgaris_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
359                                bvulgaris_eg_homolog_subtype                                               Last common ancestor with Beta vulgaris     homologs
360                         bvulgaris_eg_homolog_orthology_type                                                           Beta vulgaris homology type     homologs
361                                bvulgaris_eg_homolog_perc_id                                %id. target Beta vulgaris gene identical to query gene     homologs
362                             bvulgaris_eg_homolog_perc_id_r1                                %id. query gene identical to target Beta vulgaris gene     homologs
363                           bvulgaris_eg_homolog_wga_coverage                                         Beta vulgaris Whole-genome alignment coverage     homologs
364                   bvulgaris_eg_homolog_orthology_confidence                                    Beta vulgaris orthology confidence [0 low, 1 high]     homologs
365                         bdistachyon_eg_homolog_ensembl_gene                                                Brachypodium distachyon gene stable ID     homologs
366                 bdistachyon_eg_homolog_associated_gene_name                                                     Brachypodium distachyon gene name     homologs
367                      bdistachyon_eg_homolog_ensembl_peptide                               Brachypodium distachyon protein or transcript stable ID     homologs
368                           bdistachyon_eg_homolog_chromosome                                      Brachypodium distachyon chromosome/scaffold name     homologs
369                          bdistachyon_eg_homolog_chrom_start                                Brachypodium distachyon chromosome/scaffold start (bp)     homologs
370                            bdistachyon_eg_homolog_chrom_end                                  Brachypodium distachyon chromosome/scaffold end (bp)     homologs
371         bdistachyon_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
372                              bdistachyon_eg_homolog_subtype                                     Last common ancestor with Brachypodium distachyon     homologs
373                       bdistachyon_eg_homolog_orthology_type                                                 Brachypodium distachyon homology type     homologs
374                              bdistachyon_eg_homolog_perc_id                      %id. target Brachypodium distachyon gene identical to query gene     homologs
375                           bdistachyon_eg_homolog_perc_id_r1                      %id. query gene identical to target Brachypodium distachyon gene     homologs
376                         bdistachyon_eg_homolog_wga_coverage                               Brachypodium distachyon Whole-genome alignment coverage     homologs
377                 bdistachyon_eg_homolog_orthology_confidence                          Brachypodium distachyon orthology confidence [0 low, 1 high]     homologs
378                             bjuncea_eg_homolog_ensembl_gene                                                        Brassica juncea gene stable ID     homologs
379                     bjuncea_eg_homolog_associated_gene_name                                                             Brassica juncea gene name     homologs
380                          bjuncea_eg_homolog_ensembl_peptide                                       Brassica juncea protein or transcript stable ID     homologs
381                               bjuncea_eg_homolog_chromosome                                              Brassica juncea chromosome/scaffold name     homologs
382                              bjuncea_eg_homolog_chrom_start                                        Brassica juncea chromosome/scaffold start (bp)     homologs
383                                bjuncea_eg_homolog_chrom_end                                          Brassica juncea chromosome/scaffold end (bp)     homologs
384             bjuncea_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
385                                  bjuncea_eg_homolog_subtype                                             Last common ancestor with Brassica juncea     homologs
386                           bjuncea_eg_homolog_orthology_type                                                         Brassica juncea homology type     homologs
387                                  bjuncea_eg_homolog_perc_id                              %id. target Brassica juncea gene identical to query gene     homologs
388                               bjuncea_eg_homolog_perc_id_r1                              %id. query gene identical to target Brassica juncea gene     homologs
389                                bjuncea_eg_homolog_goc_score                                         Brassica juncea Gene-order conservation score     homologs
390                             bjuncea_eg_homolog_wga_coverage                                       Brassica juncea Whole-genome alignment coverage     homologs
391                     bjuncea_eg_homolog_orthology_confidence                                  Brassica juncea orthology confidence [0 low, 1 high]     homologs
392                              bnapus_eg_homolog_ensembl_gene                                                         Brassica napus gene stable ID     homologs
393                      bnapus_eg_homolog_associated_gene_name                                                              Brassica napus gene name     homologs
394                           bnapus_eg_homolog_ensembl_peptide                                        Brassica napus protein or transcript stable ID     homologs
395                                bnapus_eg_homolog_chromosome                                               Brassica napus chromosome/scaffold name     homologs
396                               bnapus_eg_homolog_chrom_start                                         Brassica napus chromosome/scaffold start (bp)     homologs
397                                 bnapus_eg_homolog_chrom_end                                           Brassica napus chromosome/scaffold end (bp)     homologs
398              bnapus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
399                                   bnapus_eg_homolog_subtype                                              Last common ancestor with Brassica napus     homologs
400                            bnapus_eg_homolog_orthology_type                                                          Brassica napus homology type     homologs
401                                   bnapus_eg_homolog_perc_id                               %id. target Brassica napus gene identical to query gene     homologs
402                                bnapus_eg_homolog_perc_id_r1                               %id. query gene identical to target Brassica napus gene     homologs
403                                 bnapus_eg_homolog_goc_score                                          Brassica napus Gene-order conservation score     homologs
404                              bnapus_eg_homolog_wga_coverage                                        Brassica napus Whole-genome alignment coverage     homologs
405                      bnapus_eg_homolog_orthology_confidence                                   Brassica napus orthology confidence [0 low, 1 high]     homologs
406                           boleracea_eg_homolog_ensembl_gene                                                      Brassica oleracea gene stable ID     homologs
407                   boleracea_eg_homolog_associated_gene_name                                                           Brassica oleracea gene name     homologs
408                        boleracea_eg_homolog_ensembl_peptide                                     Brassica oleracea protein or transcript stable ID     homologs
409                             boleracea_eg_homolog_chromosome                                            Brassica oleracea chromosome/scaffold name     homologs
410                            boleracea_eg_homolog_chrom_start                                      Brassica oleracea chromosome/scaffold start (bp)     homologs
411                              boleracea_eg_homolog_chrom_end                                        Brassica oleracea chromosome/scaffold end (bp)     homologs
412           boleracea_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
413                                boleracea_eg_homolog_subtype                                           Last common ancestor with Brassica oleracea     homologs
414                         boleracea_eg_homolog_orthology_type                                                       Brassica oleracea homology type     homologs
415                                boleracea_eg_homolog_perc_id                            %id. target Brassica oleracea gene identical to query gene     homologs
416                             boleracea_eg_homolog_perc_id_r1                            %id. query gene identical to target Brassica oleracea gene     homologs
417                              boleracea_eg_homolog_goc_score                                       Brassica oleracea Gene-order conservation score     homologs
418                           boleracea_eg_homolog_wga_coverage                                     Brassica oleracea Whole-genome alignment coverage     homologs
419                   boleracea_eg_homolog_orthology_confidence                                Brassica oleracea orthology confidence [0 low, 1 high]     homologs
420                              brro18_eg_homolog_ensembl_gene                                                   Brassica rapa R-o-18 gene stable ID     homologs
421                      brro18_eg_homolog_associated_gene_name                                                        Brassica rapa R-o-18 gene name     homologs
422                           brro18_eg_homolog_ensembl_peptide                                  Brassica rapa R-o-18 protein or transcript stable ID     homologs
423                                brro18_eg_homolog_chromosome                                         Brassica rapa R-o-18 chromosome/scaffold name     homologs
424                               brro18_eg_homolog_chrom_start                                   Brassica rapa R-o-18 chromosome/scaffold start (bp)     homologs
425                                 brro18_eg_homolog_chrom_end                                     Brassica rapa R-o-18 chromosome/scaffold end (bp)     homologs
426              brro18_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
427                                   brro18_eg_homolog_subtype                                        Last common ancestor with Brassica rapa R-o-18     homologs
428                            brro18_eg_homolog_orthology_type                                                    Brassica rapa R-o-18 homology type     homologs
429                                   brro18_eg_homolog_perc_id                         %id. target Brassica rapa R-o-18 gene identical to query gene     homologs
430                                brro18_eg_homolog_perc_id_r1                         %id. query gene identical to target Brassica rapa R-o-18 gene     homologs
431                                 brro18_eg_homolog_goc_score                                    Brassica rapa R-o-18 Gene-order conservation score     homologs
432                              brro18_eg_homolog_wga_coverage                                  Brassica rapa R-o-18 Whole-genome alignment coverage     homologs
433                      brro18_eg_homolog_orthology_confidence                             Brassica rapa R-o-18 orthology confidence [0 low, 1 high]     homologs
434                              ccajan_eg_homolog_ensembl_gene                           Cajanus cajan (pigeon pea) - GCA_000340665.1 gene stable ID     homologs
435                      ccajan_eg_homolog_associated_gene_name                                Cajanus cajan (pigeon pea) - GCA_000340665.1 gene name     homologs
436                           ccajan_eg_homolog_ensembl_peptide          Cajanus cajan (pigeon pea) - GCA_000340665.1 protein or transcript stable ID     homologs
437                                ccajan_eg_homolog_chromosome                 Cajanus cajan (pigeon pea) - GCA_000340665.1 chromosome/scaffold name     homologs
438                               ccajan_eg_homolog_chrom_start           Cajanus cajan (pigeon pea) - GCA_000340665.1 chromosome/scaffold start (bp)     homologs
439                                 ccajan_eg_homolog_chrom_end             Cajanus cajan (pigeon pea) - GCA_000340665.1 chromosome/scaffold end (bp)     homologs
440              ccajan_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
441                                   ccajan_eg_homolog_subtype                Last common ancestor with Cajanus cajan (pigeon pea) - GCA_000340665.1     homologs
442                            ccajan_eg_homolog_orthology_type                            Cajanus cajan (pigeon pea) - GCA_000340665.1 homology type     homologs
443                                   ccajan_eg_homolog_perc_id %id. target Cajanus cajan (pigeon pea) - GCA_000340665.1 gene identical to query gene     homologs
444                                ccajan_eg_homolog_perc_id_r1 %id. query gene identical to target Cajanus cajan (pigeon pea) - GCA_000340665.1 gene     homologs
445                      ccajan_eg_homolog_orthology_confidence     Cajanus cajan (pigeon pea) - GCA_000340665.1 orthology confidence [0 low, 1 high]     homologs
446                             csativa_eg_homolog_ensembl_gene                                                        Camelina sativa gene stable ID     homologs
447                     csativa_eg_homolog_associated_gene_name                                                             Camelina sativa gene name     homologs
448                          csativa_eg_homolog_ensembl_peptide                                       Camelina sativa protein or transcript stable ID     homologs
449                               csativa_eg_homolog_chromosome                                              Camelina sativa chromosome/scaffold name     homologs
450                              csativa_eg_homolog_chrom_start                                        Camelina sativa chromosome/scaffold start (bp)     homologs
451                                csativa_eg_homolog_chrom_end                                          Camelina sativa chromosome/scaffold end (bp)     homologs
452             csativa_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
453                                  csativa_eg_homolog_subtype                                             Last common ancestor with Camelina sativa     homologs
454                           csativa_eg_homolog_orthology_type                                                         Camelina sativa homology type     homologs
455                                  csativa_eg_homolog_perc_id                              %id. target Camelina sativa gene identical to query gene     homologs
456                               csativa_eg_homolog_perc_id_r1                              %id. query gene identical to target Camelina sativa gene     homologs
457                                csativa_eg_homolog_goc_score                                         Camelina sativa Gene-order conservation score     homologs
458                             csativa_eg_homolog_wga_coverage                                       Camelina sativa Whole-genome alignment coverage     homologs
459                     csativa_eg_homolog_orthology_confidence                                  Camelina sativa orthology confidence [0 low, 1 high]     homologs
460                            csfemale_eg_homolog_ensembl_gene                                                 Cannabis sativa female gene stable ID     homologs
461                    csfemale_eg_homolog_associated_gene_name                                                      Cannabis sativa female gene name     homologs
462                         csfemale_eg_homolog_ensembl_peptide                                Cannabis sativa female protein or transcript stable ID     homologs
463                              csfemale_eg_homolog_chromosome                                       Cannabis sativa female chromosome/scaffold name     homologs
464                             csfemale_eg_homolog_chrom_start                                 Cannabis sativa female chromosome/scaffold start (bp)     homologs
465                               csfemale_eg_homolog_chrom_end                                   Cannabis sativa female chromosome/scaffold end (bp)     homologs
466            csfemale_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
467                                 csfemale_eg_homolog_subtype                                      Last common ancestor with Cannabis sativa female     homologs
468                          csfemale_eg_homolog_orthology_type                                                  Cannabis sativa female homology type     homologs
469                                 csfemale_eg_homolog_perc_id                       %id. target Cannabis sativa female gene identical to query gene     homologs
470                              csfemale_eg_homolog_perc_id_r1                       %id. query gene identical to target Cannabis sativa female gene     homologs
471                            csfemale_eg_homolog_wga_coverage                                Cannabis sativa female Whole-genome alignment coverage     homologs
472                    csfemale_eg_homolog_orthology_confidence                           Cannabis sativa female orthology confidence [0 low, 1 high]     homologs
473                             cannuum_eg_homolog_ensembl_gene                                                        Capsicum annuum gene stable ID     homologs
474                     cannuum_eg_homolog_associated_gene_name                                                             Capsicum annuum gene name     homologs
475                          cannuum_eg_homolog_ensembl_peptide                                       Capsicum annuum protein or transcript stable ID     homologs
476                               cannuum_eg_homolog_chromosome                                              Capsicum annuum chromosome/scaffold name     homologs
477                              cannuum_eg_homolog_chrom_start                                        Capsicum annuum chromosome/scaffold start (bp)     homologs
478                                cannuum_eg_homolog_chrom_end                                          Capsicum annuum chromosome/scaffold end (bp)     homologs
479             cannuum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
480                                  cannuum_eg_homolog_subtype                                             Last common ancestor with Capsicum annuum     homologs
481                           cannuum_eg_homolog_orthology_type                                                         Capsicum annuum homology type     homologs
482                                  cannuum_eg_homolog_perc_id                              %id. target Capsicum annuum gene identical to query gene     homologs
483                               cannuum_eg_homolog_perc_id_r1                              %id. query gene identical to target Capsicum annuum gene     homologs
484                             cannuum_eg_homolog_wga_coverage                                       Capsicum annuum Whole-genome alignment coverage     homologs
485                     cannuum_eg_homolog_orthology_confidence                                  Capsicum annuum orthology confidence [0 low, 1 high]     homologs
486                            cbraunii_eg_homolog_ensembl_gene                                                          Chara braunii gene stable ID     homologs
487                    cbraunii_eg_homolog_associated_gene_name                                                               Chara braunii gene name     homologs
488                         cbraunii_eg_homolog_ensembl_peptide                                         Chara braunii protein or transcript stable ID     homologs
489                              cbraunii_eg_homolog_chromosome                                                Chara braunii chromosome/scaffold name     homologs
490                             cbraunii_eg_homolog_chrom_start                                          Chara braunii chromosome/scaffold start (bp)     homologs
491                               cbraunii_eg_homolog_chrom_end                                            Chara braunii chromosome/scaffold end (bp)     homologs
492            cbraunii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
493                                 cbraunii_eg_homolog_subtype                                               Last common ancestor with Chara braunii     homologs
494                          cbraunii_eg_homolog_orthology_type                                                           Chara braunii homology type     homologs
495                                 cbraunii_eg_homolog_perc_id                                %id. target Chara braunii gene identical to query gene     homologs
496                              cbraunii_eg_homolog_perc_id_r1                                %id. query gene identical to target Chara braunii gene     homologs
497                    cbraunii_eg_homolog_orthology_confidence                                    Chara braunii orthology confidence [0 low, 1 high]     homologs
498                             cquinoa_eg_homolog_ensembl_gene                                                     Chenopodium quinoa gene stable ID     homologs
499                     cquinoa_eg_homolog_associated_gene_name                                                          Chenopodium quinoa gene name     homologs
500                          cquinoa_eg_homolog_ensembl_peptide                                    Chenopodium quinoa protein or transcript stable ID     homologs
501                               cquinoa_eg_homolog_chromosome                                           Chenopodium quinoa chromosome/scaffold name     homologs
502                              cquinoa_eg_homolog_chrom_start                                     Chenopodium quinoa chromosome/scaffold start (bp)     homologs
503                                cquinoa_eg_homolog_chrom_end                                       Chenopodium quinoa chromosome/scaffold end (bp)     homologs
504             cquinoa_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
505                                  cquinoa_eg_homolog_subtype                                          Last common ancestor with Chenopodium quinoa     homologs
506                           cquinoa_eg_homolog_orthology_type                                                      Chenopodium quinoa homology type     homologs
507                                  cquinoa_eg_homolog_perc_id                           %id. target Chenopodium quinoa gene identical to query gene     homologs
508                               cquinoa_eg_homolog_perc_id_r1                           %id. query gene identical to target Chenopodium quinoa gene     homologs
509                             cquinoa_eg_homolog_wga_coverage                                    Chenopodium quinoa Whole-genome alignment coverage     homologs
510                     cquinoa_eg_homolog_orthology_confidence                               Chenopodium quinoa orthology confidence [0 low, 1 high]     homologs
511                        creinhardtii_eg_homolog_ensembl_gene                                              Chlamydomonas reinhardtii gene stable ID     homologs
512                creinhardtii_eg_homolog_associated_gene_name                                                   Chlamydomonas reinhardtii gene name     homologs
513                     creinhardtii_eg_homolog_ensembl_peptide                             Chlamydomonas reinhardtii protein or transcript stable ID     homologs
514                          creinhardtii_eg_homolog_chromosome                                    Chlamydomonas reinhardtii chromosome/scaffold name     homologs
515                         creinhardtii_eg_homolog_chrom_start                              Chlamydomonas reinhardtii chromosome/scaffold start (bp)     homologs
516                           creinhardtii_eg_homolog_chrom_end                                Chlamydomonas reinhardtii chromosome/scaffold end (bp)     homologs
517        creinhardtii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
518                             creinhardtii_eg_homolog_subtype                                   Last common ancestor with Chlamydomonas reinhardtii     homologs
519                      creinhardtii_eg_homolog_orthology_type                                               Chlamydomonas reinhardtii homology type     homologs
520                             creinhardtii_eg_homolog_perc_id                    %id. target Chlamydomonas reinhardtii gene identical to query gene     homologs
521                          creinhardtii_eg_homolog_perc_id_r1                    %id. query gene identical to target Chlamydomonas reinhardtii gene     homologs
522                        creinhardtii_eg_homolog_wga_coverage                             Chlamydomonas reinhardtii Whole-genome alignment coverage     homologs
523                creinhardtii_eg_homolog_orthology_confidence                        Chlamydomonas reinhardtii orthology confidence [0 low, 1 high]     homologs
524                            ccrispus_eg_homolog_ensembl_gene                                                       Chondrus crispus gene stable ID     homologs
525                    ccrispus_eg_homolog_associated_gene_name                                                            Chondrus crispus gene name     homologs
526                         ccrispus_eg_homolog_ensembl_peptide                                      Chondrus crispus protein or transcript stable ID     homologs
527                              ccrispus_eg_homolog_chromosome                                             Chondrus crispus chromosome/scaffold name     homologs
528                             ccrispus_eg_homolog_chrom_start                                       Chondrus crispus chromosome/scaffold start (bp)     homologs
529                               ccrispus_eg_homolog_chrom_end                                         Chondrus crispus chromosome/scaffold end (bp)     homologs
530            ccrispus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
531                                 ccrispus_eg_homolog_subtype                                            Last common ancestor with Chondrus crispus     homologs
532                          ccrispus_eg_homolog_orthology_type                                                        Chondrus crispus homology type     homologs
533                                 ccrispus_eg_homolog_perc_id                             %id. target Chondrus crispus gene identical to query gene     homologs
534                              ccrispus_eg_homolog_perc_id_r1                             %id. query gene identical to target Chondrus crispus gene     homologs
535                            ccrispus_eg_homolog_wga_coverage                                      Chondrus crispus Whole-genome alignment coverage     homologs
536                    ccrispus_eg_homolog_orthology_confidence                                 Chondrus crispus orthology confidence [0 low, 1 high]     homologs
537                            clanatus_eg_homolog_ensembl_gene                                                      Citrullus lanatus gene stable ID     homologs
538                    clanatus_eg_homolog_associated_gene_name                                                           Citrullus lanatus gene name     homologs
539                         clanatus_eg_homolog_ensembl_peptide                                     Citrullus lanatus protein or transcript stable ID     homologs
540                              clanatus_eg_homolog_chromosome                                            Citrullus lanatus chromosome/scaffold name     homologs
541                             clanatus_eg_homolog_chrom_start                                      Citrullus lanatus chromosome/scaffold start (bp)     homologs
542                               clanatus_eg_homolog_chrom_end                                        Citrullus lanatus chromosome/scaffold end (bp)     homologs
543            clanatus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
544                                 clanatus_eg_homolog_subtype                                           Last common ancestor with Citrullus lanatus     homologs
545                          clanatus_eg_homolog_orthology_type                                                       Citrullus lanatus homology type     homologs
546                                 clanatus_eg_homolog_perc_id                            %id. target Citrullus lanatus gene identical to query gene     homologs
547                              clanatus_eg_homolog_perc_id_r1                            %id. query gene identical to target Citrullus lanatus gene     homologs
548                            clanatus_eg_homolog_wga_coverage                                     Citrullus lanatus Whole-genome alignment coverage     homologs
549                    clanatus_eg_homolog_orthology_confidence                                Citrullus lanatus orthology confidence [0 low, 1 high]     homologs
550                         cclementina_eg_homolog_ensembl_gene                                                      Citrus clementina gene stable ID     homologs
551                 cclementina_eg_homolog_associated_gene_name                                                           Citrus clementina gene name     homologs
552                      cclementina_eg_homolog_ensembl_peptide                                     Citrus clementina protein or transcript stable ID     homologs
553                           cclementina_eg_homolog_chromosome                                            Citrus clementina chromosome/scaffold name     homologs
554                          cclementina_eg_homolog_chrom_start                                      Citrus clementina chromosome/scaffold start (bp)     homologs
555                            cclementina_eg_homolog_chrom_end                                        Citrus clementina chromosome/scaffold end (bp)     homologs
556         cclementina_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
557                              cclementina_eg_homolog_subtype                                           Last common ancestor with Citrus clementina     homologs
558                       cclementina_eg_homolog_orthology_type                                                       Citrus clementina homology type     homologs
559                              cclementina_eg_homolog_perc_id                            %id. target Citrus clementina gene identical to query gene     homologs
560                           cclementina_eg_homolog_perc_id_r1                            %id. query gene identical to target Citrus clementina gene     homologs
561                         cclementina_eg_homolog_wga_coverage                                     Citrus clementina Whole-genome alignment coverage     homologs
562                 cclementina_eg_homolog_orthology_confidence                                Citrus clementina orthology confidence [0 low, 1 high]     homologs
563                          ccanephora_eg_homolog_ensembl_gene                                                       Coffea canephora gene stable ID     homologs
564                  ccanephora_eg_homolog_associated_gene_name                                                            Coffea canephora gene name     homologs
565                       ccanephora_eg_homolog_ensembl_peptide                                      Coffea canephora protein or transcript stable ID     homologs
566                            ccanephora_eg_homolog_chromosome                                             Coffea canephora chromosome/scaffold name     homologs
567                           ccanephora_eg_homolog_chrom_start                                       Coffea canephora chromosome/scaffold start (bp)     homologs
568                             ccanephora_eg_homolog_chrom_end                                         Coffea canephora chromosome/scaffold end (bp)     homologs
569          ccanephora_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
570                               ccanephora_eg_homolog_subtype                                            Last common ancestor with Coffea canephora     homologs
571                        ccanephora_eg_homolog_orthology_type                                                        Coffea canephora homology type     homologs
572                               ccanephora_eg_homolog_perc_id                             %id. target Coffea canephora gene identical to query gene     homologs
573                            ccanephora_eg_homolog_perc_id_r1                             %id. query gene identical to target Coffea canephora gene     homologs
574                          ccanephora_eg_homolog_wga_coverage                                      Coffea canephora Whole-genome alignment coverage     homologs
575                  ccanephora_eg_homolog_orthology_confidence                                 Coffea canephora orthology confidence [0 low, 1 high]     homologs
576                         ccapsularis_eg_homolog_ensembl_gene                                                   Corchorus capsularis gene stable ID     homologs
577                 ccapsularis_eg_homolog_associated_gene_name                                                        Corchorus capsularis gene name     homologs
578                      ccapsularis_eg_homolog_ensembl_peptide                                  Corchorus capsularis protein or transcript stable ID     homologs
579                           ccapsularis_eg_homolog_chromosome                                         Corchorus capsularis chromosome/scaffold name     homologs
580                          ccapsularis_eg_homolog_chrom_start                                   Corchorus capsularis chromosome/scaffold start (bp)     homologs
581                            ccapsularis_eg_homolog_chrom_end                                     Corchorus capsularis chromosome/scaffold end (bp)     homologs
582         ccapsularis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
583                              ccapsularis_eg_homolog_subtype                                        Last common ancestor with Corchorus capsularis     homologs
584                       ccapsularis_eg_homolog_orthology_type                                                    Corchorus capsularis homology type     homologs
585                              ccapsularis_eg_homolog_perc_id                         %id. target Corchorus capsularis gene identical to query gene     homologs
586                           ccapsularis_eg_homolog_perc_id_r1                         %id. query gene identical to target Corchorus capsularis gene     homologs
587                         ccapsularis_eg_homolog_wga_coverage                                  Corchorus capsularis Whole-genome alignment coverage     homologs
588                 ccapsularis_eg_homolog_orthology_confidence                             Corchorus capsularis orthology confidence [0 low, 1 high]     homologs
589                           cavellana_eg_homolog_ensembl_gene                                                       Corylus avellana gene stable ID     homologs
590                   cavellana_eg_homolog_associated_gene_name                                                            Corylus avellana gene name     homologs
591                        cavellana_eg_homolog_ensembl_peptide                                      Corylus avellana protein or transcript stable ID     homologs
592                             cavellana_eg_homolog_chromosome                                             Corylus avellana chromosome/scaffold name     homologs
593                            cavellana_eg_homolog_chrom_start                                       Corylus avellana chromosome/scaffold start (bp)     homologs
594                              cavellana_eg_homolog_chrom_end                                         Corylus avellana chromosome/scaffold end (bp)     homologs
595           cavellana_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
596                                cavellana_eg_homolog_subtype                                            Last common ancestor with Corylus avellana     homologs
597                         cavellana_eg_homolog_orthology_type                                                        Corylus avellana homology type     homologs
598                                cavellana_eg_homolog_perc_id                             %id. target Corylus avellana gene identical to query gene     homologs
599                             cavellana_eg_homolog_perc_id_r1                             %id. query gene identical to target Corylus avellana gene     homologs
600                   cavellana_eg_homolog_orthology_confidence                                 Corylus avellana orthology confidence [0 low, 1 high]     homologs
601                         ccitriodora_eg_homolog_ensembl_gene                                                    Corymbia citriodora gene stable ID     homologs
602                 ccitriodora_eg_homolog_associated_gene_name                                                         Corymbia citriodora gene name     homologs
603                      ccitriodora_eg_homolog_ensembl_peptide                                   Corymbia citriodora protein or transcript stable ID     homologs
604                           ccitriodora_eg_homolog_chromosome                                          Corymbia citriodora chromosome/scaffold name     homologs
605                          ccitriodora_eg_homolog_chrom_start                                    Corymbia citriodora chromosome/scaffold start (bp)     homologs
606                            ccitriodora_eg_homolog_chrom_end                                      Corymbia citriodora chromosome/scaffold end (bp)     homologs
607         ccitriodora_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
608                              ccitriodora_eg_homolog_subtype                                         Last common ancestor with Corymbia citriodora     homologs
609                       ccitriodora_eg_homolog_orthology_type                                                     Corymbia citriodora homology type     homologs
610                              ccitriodora_eg_homolog_perc_id                          %id. target Corymbia citriodora gene identical to query gene     homologs
611                           ccitriodora_eg_homolog_perc_id_r1                          %id. query gene identical to target Corymbia citriodora gene     homologs
612                         ccitriodora_eg_homolog_wga_coverage                                   Corymbia citriodora Whole-genome alignment coverage     homologs
613                 ccitriodora_eg_homolog_orthology_confidence                              Corymbia citriodora orthology confidence [0 low, 1 high]     homologs
614                               cmelo_eg_homolog_ensembl_gene                                                           Cucumis melo gene stable ID     homologs
615                       cmelo_eg_homolog_associated_gene_name                                                                Cucumis melo gene name     homologs
616                            cmelo_eg_homolog_ensembl_peptide                                          Cucumis melo protein or transcript stable ID     homologs
617                                 cmelo_eg_homolog_chromosome                                                 Cucumis melo chromosome/scaffold name     homologs
618                                cmelo_eg_homolog_chrom_start                                           Cucumis melo chromosome/scaffold start (bp)     homologs
619                                  cmelo_eg_homolog_chrom_end                                             Cucumis melo chromosome/scaffold end (bp)     homologs
620               cmelo_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
621                                    cmelo_eg_homolog_subtype                                                Last common ancestor with Cucumis melo     homologs
622                             cmelo_eg_homolog_orthology_type                                                            Cucumis melo homology type     homologs
623                                    cmelo_eg_homolog_perc_id                                 %id. target Cucumis melo gene identical to query gene     homologs
624                                 cmelo_eg_homolog_perc_id_r1                                 %id. query gene identical to target Cucumis melo gene     homologs
625                               cmelo_eg_homolog_wga_coverage                                          Cucumis melo Whole-genome alignment coverage     homologs
626                       cmelo_eg_homolog_orthology_confidence                                     Cucumis melo orthology confidence [0 low, 1 high]     homologs
627                            csativus_eg_homolog_ensembl_gene                                                        Cucumis sativus gene stable ID     homologs
628                    csativus_eg_homolog_associated_gene_name                                                             Cucumis sativus gene name     homologs
629                         csativus_eg_homolog_ensembl_peptide                                       Cucumis sativus protein or transcript stable ID     homologs
630                              csativus_eg_homolog_chromosome                                              Cucumis sativus chromosome/scaffold name     homologs
631                             csativus_eg_homolog_chrom_start                                        Cucumis sativus chromosome/scaffold start (bp)     homologs
632                               csativus_eg_homolog_chrom_end                                          Cucumis sativus chromosome/scaffold end (bp)     homologs
633            csativus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
634                                 csativus_eg_homolog_subtype                                             Last common ancestor with Cucumis sativus     homologs
635                          csativus_eg_homolog_orthology_type                                                         Cucumis sativus homology type     homologs
636                                 csativus_eg_homolog_perc_id                              %id. target Cucumis sativus gene identical to query gene     homologs
637                              csativus_eg_homolog_perc_id_r1                              %id. query gene identical to target Cucumis sativus gene     homologs
638                            csativus_eg_homolog_wga_coverage                                       Cucumis sativus Whole-genome alignment coverage     homologs
639                    csativus_eg_homolog_orthology_confidence                                  Cucumis sativus orthology confidence [0 low, 1 high]     homologs
640                            cmerolae_eg_homolog_ensembl_gene                                                Cyanidioschyzon merolae gene stable ID     homologs
641                    cmerolae_eg_homolog_associated_gene_name                                                     Cyanidioschyzon merolae gene name     homologs
642                         cmerolae_eg_homolog_ensembl_peptide                               Cyanidioschyzon merolae protein or transcript stable ID     homologs
643                              cmerolae_eg_homolog_chromosome                                      Cyanidioschyzon merolae chromosome/scaffold name     homologs
644                             cmerolae_eg_homolog_chrom_start                                Cyanidioschyzon merolae chromosome/scaffold start (bp)     homologs
645                               cmerolae_eg_homolog_chrom_end                                  Cyanidioschyzon merolae chromosome/scaffold end (bp)     homologs
646            cmerolae_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
647                                 cmerolae_eg_homolog_subtype                                     Last common ancestor with Cyanidioschyzon merolae     homologs
648                          cmerolae_eg_homolog_orthology_type                                                 Cyanidioschyzon merolae homology type     homologs
649                                 cmerolae_eg_homolog_perc_id                      %id. target Cyanidioschyzon merolae gene identical to query gene     homologs
650                              cmerolae_eg_homolog_perc_id_r1                      %id. query gene identical to target Cyanidioschyzon merolae gene     homologs
651                            cmerolae_eg_homolog_wga_coverage                               Cyanidioschyzon merolae Whole-genome alignment coverage     homologs
652                    cmerolae_eg_homolog_orthology_confidence                          Cyanidioschyzon merolae orthology confidence [0 low, 1 high]     homologs
653                        ccardunculus_eg_homolog_ensembl_gene                                                     Cynara cardunculus gene stable ID     homologs
654                ccardunculus_eg_homolog_associated_gene_name                                                          Cynara cardunculus gene name     homologs
655                     ccardunculus_eg_homolog_ensembl_peptide                                    Cynara cardunculus protein or transcript stable ID     homologs
656                          ccardunculus_eg_homolog_chromosome                                           Cynara cardunculus chromosome/scaffold name     homologs
657                         ccardunculus_eg_homolog_chrom_start                                     Cynara cardunculus chromosome/scaffold start (bp)     homologs
658                           ccardunculus_eg_homolog_chrom_end                                       Cynara cardunculus chromosome/scaffold end (bp)     homologs
659        ccardunculus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
660                             ccardunculus_eg_homolog_subtype                                          Last common ancestor with Cynara cardunculus     homologs
661                      ccardunculus_eg_homolog_orthology_type                                                      Cynara cardunculus homology type     homologs
662                             ccardunculus_eg_homolog_perc_id                           %id. target Cynara cardunculus gene identical to query gene     homologs
663                          ccardunculus_eg_homolog_perc_id_r1                           %id. query gene identical to target Cynara cardunculus gene     homologs
664                ccardunculus_eg_homolog_orthology_confidence                               Cynara cardunculus orthology confidence [0 low, 1 high]     homologs
665                             dcarota_eg_homolog_ensembl_gene                                                          Daucus carota gene stable ID     homologs
666                     dcarota_eg_homolog_associated_gene_name                                                               Daucus carota gene name     homologs
667                          dcarota_eg_homolog_ensembl_peptide                                         Daucus carota protein or transcript stable ID     homologs
668                               dcarota_eg_homolog_chromosome                                                Daucus carota chromosome/scaffold name     homologs
669                              dcarota_eg_homolog_chrom_start                                          Daucus carota chromosome/scaffold start (bp)     homologs
670                                dcarota_eg_homolog_chrom_end                                            Daucus carota chromosome/scaffold end (bp)     homologs
671             dcarota_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
672                                  dcarota_eg_homolog_subtype                                               Last common ancestor with Daucus carota     homologs
673                           dcarota_eg_homolog_orthology_type                                                           Daucus carota homology type     homologs
674                                  dcarota_eg_homolog_perc_id                                %id. target Daucus carota gene identical to query gene     homologs
675                               dcarota_eg_homolog_perc_id_r1                                %id. query gene identical to target Daucus carota gene     homologs
676                             dcarota_eg_homolog_wga_coverage                                         Daucus carota Whole-genome alignment coverage     homologs
677                     dcarota_eg_homolog_orthology_confidence                                    Daucus carota orthology confidence [0 low, 1 high]     homologs
678                             dexilis_eg_homolog_ensembl_gene                                                       Digitaria exilis gene stable ID     homologs
679                     dexilis_eg_homolog_associated_gene_name                                                            Digitaria exilis gene name     homologs
680                          dexilis_eg_homolog_ensembl_peptide                                      Digitaria exilis protein or transcript stable ID     homologs
681                               dexilis_eg_homolog_chromosome                                             Digitaria exilis chromosome/scaffold name     homologs
682                              dexilis_eg_homolog_chrom_start                                       Digitaria exilis chromosome/scaffold start (bp)     homologs
683                                dexilis_eg_homolog_chrom_end                                         Digitaria exilis chromosome/scaffold end (bp)     homologs
684             dexilis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
685                                  dexilis_eg_homolog_subtype                                            Last common ancestor with Digitaria exilis     homologs
686                           dexilis_eg_homolog_orthology_type                                                        Digitaria exilis homology type     homologs
687                                  dexilis_eg_homolog_perc_id                             %id. target Digitaria exilis gene identical to query gene     homologs
688                               dexilis_eg_homolog_perc_id_r1                             %id. query gene identical to target Digitaria exilis gene     homologs
689                     dexilis_eg_homolog_orthology_confidence                                 Digitaria exilis orthology confidence [0 low, 1 high]     homologs
690                          drotundata_eg_homolog_ensembl_gene                                                    Dioscorea rotundata gene stable ID     homologs
691                  drotundata_eg_homolog_associated_gene_name                                                         Dioscorea rotundata gene name     homologs
692                       drotundata_eg_homolog_ensembl_peptide                                   Dioscorea rotundata protein or transcript stable ID     homologs
693                            drotundata_eg_homolog_chromosome                                          Dioscorea rotundata chromosome/scaffold name     homologs
694                           drotundata_eg_homolog_chrom_start                                    Dioscorea rotundata chromosome/scaffold start (bp)     homologs
695                             drotundata_eg_homolog_chrom_end                                      Dioscorea rotundata chromosome/scaffold end (bp)     homologs
696          drotundata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
697                               drotundata_eg_homolog_subtype                                         Last common ancestor with Dioscorea rotundata     homologs
698                        drotundata_eg_homolog_orthology_type                                                     Dioscorea rotundata homology type     homologs
699                               drotundata_eg_homolog_perc_id                          %id. target Dioscorea rotundata gene identical to query gene     homologs
700                            drotundata_eg_homolog_perc_id_r1                          %id. query gene identical to target Dioscorea rotundata gene     homologs
701                  drotundata_eg_homolog_orthology_confidence                              Dioscorea rotundata orthology confidence [0 low, 1 high]     homologs
702                          ecrusgalli_eg_homolog_ensembl_gene                                                 Echinochloa crus-galli gene stable ID     homologs
703                  ecrusgalli_eg_homolog_associated_gene_name                                                      Echinochloa crus-galli gene name     homologs
704                       ecrusgalli_eg_homolog_ensembl_peptide                                Echinochloa crus-galli protein or transcript stable ID     homologs
705                            ecrusgalli_eg_homolog_chromosome                                       Echinochloa crus-galli chromosome/scaffold name     homologs
706                           ecrusgalli_eg_homolog_chrom_start                                 Echinochloa crus-galli chromosome/scaffold start (bp)     homologs
707                             ecrusgalli_eg_homolog_chrom_end                                   Echinochloa crus-galli chromosome/scaffold end (bp)     homologs
708          ecrusgalli_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
709                               ecrusgalli_eg_homolog_subtype                                      Last common ancestor with Echinochloa crus-galli     homologs
710                        ecrusgalli_eg_homolog_orthology_type                                                  Echinochloa crus-galli homology type     homologs
711                               ecrusgalli_eg_homolog_perc_id                       %id. target Echinochloa crus-galli gene identical to query gene     homologs
712                            ecrusgalli_eg_homolog_perc_id_r1                       %id. query gene identical to target Echinochloa crus-galli gene     homologs
713                  ecrusgalli_eg_homolog_orthology_confidence                           Echinochloa crus-galli orthology confidence [0 low, 1 high]     homologs
714                            ecurvula_eg_homolog_ensembl_gene                                                     Eragrostis curvula gene stable ID     homologs
715                    ecurvula_eg_homolog_associated_gene_name                                                          Eragrostis curvula gene name     homologs
716                         ecurvula_eg_homolog_ensembl_peptide                                    Eragrostis curvula protein or transcript stable ID     homologs
717                              ecurvula_eg_homolog_chromosome                                           Eragrostis curvula chromosome/scaffold name     homologs
718                             ecurvula_eg_homolog_chrom_start                                     Eragrostis curvula chromosome/scaffold start (bp)     homologs
719                               ecurvula_eg_homolog_chrom_end                                       Eragrostis curvula chromosome/scaffold end (bp)     homologs
720            ecurvula_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
721                                 ecurvula_eg_homolog_subtype                                          Last common ancestor with Eragrostis curvula     homologs
722                          ecurvula_eg_homolog_orthology_type                                                      Eragrostis curvula homology type     homologs
723                                 ecurvula_eg_homolog_perc_id                           %id. target Eragrostis curvula gene identical to query gene     homologs
724                              ecurvula_eg_homolog_perc_id_r1                           %id. query gene identical to target Eragrostis curvula gene     homologs
725                            ecurvula_eg_homolog_wga_coverage                                    Eragrostis curvula Whole-genome alignment coverage     homologs
726                    ecurvula_eg_homolog_orthology_confidence                               Eragrostis curvula orthology confidence [0 low, 1 high]     homologs
727                                etef_eg_homolog_ensembl_gene                                                         Eragrostis tef gene stable ID     homologs
728                        etef_eg_homolog_associated_gene_name                                                              Eragrostis tef gene name     homologs
729                             etef_eg_homolog_ensembl_peptide                                        Eragrostis tef protein or transcript stable ID     homologs
730                                  etef_eg_homolog_chromosome                                               Eragrostis tef chromosome/scaffold name     homologs
731                                 etef_eg_homolog_chrom_start                                         Eragrostis tef chromosome/scaffold start (bp)     homologs
732                                   etef_eg_homolog_chrom_end                                           Eragrostis tef chromosome/scaffold end (bp)     homologs
733                etef_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
734                                     etef_eg_homolog_subtype                                              Last common ancestor with Eragrostis tef     homologs
735                              etef_eg_homolog_orthology_type                                                          Eragrostis tef homology type     homologs
736                                     etef_eg_homolog_perc_id                               %id. target Eragrostis tef gene identical to query gene     homologs
737                                  etef_eg_homolog_perc_id_r1                               %id. query gene identical to target Eragrostis tef gene     homologs
738                        etef_eg_homolog_orthology_confidence                                   Eragrostis tef orthology confidence [0 low, 1 high]     homologs
739                            egrandis_eg_homolog_ensembl_gene                                                     Eucalyptus grandis gene stable ID     homologs
740                    egrandis_eg_homolog_associated_gene_name                                                          Eucalyptus grandis gene name     homologs
741                         egrandis_eg_homolog_ensembl_peptide                                    Eucalyptus grandis protein or transcript stable ID     homologs
742                              egrandis_eg_homolog_chromosome                                           Eucalyptus grandis chromosome/scaffold name     homologs
743                             egrandis_eg_homolog_chrom_start                                     Eucalyptus grandis chromosome/scaffold start (bp)     homologs
744                               egrandis_eg_homolog_chrom_end                                       Eucalyptus grandis chromosome/scaffold end (bp)     homologs
745            egrandis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
746                                 egrandis_eg_homolog_subtype                                          Last common ancestor with Eucalyptus grandis     homologs
747                          egrandis_eg_homolog_orthology_type                                                      Eucalyptus grandis homology type     homologs
748                                 egrandis_eg_homolog_perc_id                           %id. target Eucalyptus grandis gene identical to query gene     homologs
749                              egrandis_eg_homolog_perc_id_r1                           %id. query gene identical to target Eucalyptus grandis gene     homologs
750                            egrandis_eg_homolog_wga_coverage                                    Eucalyptus grandis Whole-genome alignment coverage     homologs
751                    egrandis_eg_homolog_orthology_confidence                               Eucalyptus grandis orthology confidence [0 low, 1 high]     homologs
752                        esalsugineum_eg_homolog_ensembl_gene                                                    Eutrema salsugineum gene stable ID     homologs
753                esalsugineum_eg_homolog_associated_gene_name                                                         Eutrema salsugineum gene name     homologs
754                     esalsugineum_eg_homolog_ensembl_peptide                                   Eutrema salsugineum protein or transcript stable ID     homologs
755                          esalsugineum_eg_homolog_chromosome                                          Eutrema salsugineum chromosome/scaffold name     homologs
756                         esalsugineum_eg_homolog_chrom_start                                    Eutrema salsugineum chromosome/scaffold start (bp)     homologs
757                           esalsugineum_eg_homolog_chrom_end                                      Eutrema salsugineum chromosome/scaffold end (bp)     homologs
758        esalsugineum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
759                             esalsugineum_eg_homolog_subtype                                         Last common ancestor with Eutrema salsugineum     homologs
760                      esalsugineum_eg_homolog_orthology_type                                                     Eutrema salsugineum homology type     homologs
761                             esalsugineum_eg_homolog_perc_id                          %id. target Eutrema salsugineum gene identical to query gene     homologs
762                          esalsugineum_eg_homolog_perc_id_r1                          %id. query gene identical to target Eutrema salsugineum gene     homologs
763                           esalsugineum_eg_homolog_goc_score                                     Eutrema salsugineum Gene-order conservation score     homologs
764                        esalsugineum_eg_homolog_wga_coverage                                   Eutrema salsugineum Whole-genome alignment coverage     homologs
765                esalsugineum_eg_homolog_orthology_confidence                              Eutrema salsugineum orthology confidence [0 low, 1 high]     homologs
766                             fcarica_eg_homolog_ensembl_gene                                                           Ficus carica gene stable ID     homologs
767                     fcarica_eg_homolog_associated_gene_name                                                                Ficus carica gene name     homologs
768                          fcarica_eg_homolog_ensembl_peptide                                          Ficus carica protein or transcript stable ID     homologs
769                               fcarica_eg_homolog_chromosome                                                 Ficus carica chromosome/scaffold name     homologs
770                              fcarica_eg_homolog_chrom_start                                           Ficus carica chromosome/scaffold start (bp)     homologs
771                                fcarica_eg_homolog_chrom_end                                             Ficus carica chromosome/scaffold end (bp)     homologs
772             fcarica_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
773                                  fcarica_eg_homolog_subtype                                                Last common ancestor with Ficus carica     homologs
774                           fcarica_eg_homolog_orthology_type                                                            Ficus carica homology type     homologs
775                                  fcarica_eg_homolog_perc_id                                 %id. target Ficus carica gene identical to query gene     homologs
776                               fcarica_eg_homolog_perc_id_r1                                 %id. query gene identical to target Ficus carica gene     homologs
777                     fcarica_eg_homolog_orthology_confidence                                     Ficus carica orthology confidence [0 low, 1 high]     homologs
778                          fexcelsior_eg_homolog_ensembl_gene                                                     Fraxinus excelsior gene stable ID     homologs
779                  fexcelsior_eg_homolog_associated_gene_name                                                          Fraxinus excelsior gene name     homologs
780                       fexcelsior_eg_homolog_ensembl_peptide                                    Fraxinus excelsior protein or transcript stable ID     homologs
781                            fexcelsior_eg_homolog_chromosome                                           Fraxinus excelsior chromosome/scaffold name     homologs
782                           fexcelsior_eg_homolog_chrom_start                                     Fraxinus excelsior chromosome/scaffold start (bp)     homologs
783                             fexcelsior_eg_homolog_chrom_end                                       Fraxinus excelsior chromosome/scaffold end (bp)     homologs
784          fexcelsior_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
785                               fexcelsior_eg_homolog_subtype                                          Last common ancestor with Fraxinus excelsior     homologs
786                        fexcelsior_eg_homolog_orthology_type                                                      Fraxinus excelsior homology type     homologs
787                               fexcelsior_eg_homolog_perc_id                           %id. target Fraxinus excelsior gene identical to query gene     homologs
788                            fexcelsior_eg_homolog_perc_id_r1                           %id. query gene identical to target Fraxinus excelsior gene     homologs
789                  fexcelsior_eg_homolog_orthology_confidence                               Fraxinus excelsior orthology confidence [0 low, 1 high]     homologs
790                        gsulphuraria_eg_homolog_ensembl_gene                                                  Galdieria sulphuraria gene stable ID     homologs
791                gsulphuraria_eg_homolog_associated_gene_name                                                       Galdieria sulphuraria gene name     homologs
792                     gsulphuraria_eg_homolog_ensembl_peptide                                 Galdieria sulphuraria protein or transcript stable ID     homologs
793                          gsulphuraria_eg_homolog_chromosome                                        Galdieria sulphuraria chromosome/scaffold name     homologs
794                         gsulphuraria_eg_homolog_chrom_start                                  Galdieria sulphuraria chromosome/scaffold start (bp)     homologs
795                           gsulphuraria_eg_homolog_chrom_end                                    Galdieria sulphuraria chromosome/scaffold end (bp)     homologs
796        gsulphuraria_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
797                             gsulphuraria_eg_homolog_subtype                                       Last common ancestor with Galdieria sulphuraria     homologs
798                      gsulphuraria_eg_homolog_orthology_type                                                   Galdieria sulphuraria homology type     homologs
799                             gsulphuraria_eg_homolog_perc_id                        %id. target Galdieria sulphuraria gene identical to query gene     homologs
800                          gsulphuraria_eg_homolog_perc_id_r1                        %id. query gene identical to target Galdieria sulphuraria gene     homologs
801                        gsulphuraria_eg_homolog_wga_coverage                                 Galdieria sulphuraria Whole-genome alignment coverage     homologs
802                gsulphuraria_eg_homolog_orthology_confidence                            Galdieria sulphuraria orthology confidence [0 low, 1 high]     homologs
803                                gmax_eg_homolog_ensembl_gene                                                            Glycine max gene stable ID     homologs
804                        gmax_eg_homolog_associated_gene_name                                                                 Glycine max gene name     homologs
805                             gmax_eg_homolog_ensembl_peptide                                           Glycine max protein or transcript stable ID     homologs
806                                  gmax_eg_homolog_chromosome                                                  Glycine max chromosome/scaffold name     homologs
807                                 gmax_eg_homolog_chrom_start                                            Glycine max chromosome/scaffold start (bp)     homologs
808                                   gmax_eg_homolog_chrom_end                                              Glycine max chromosome/scaffold end (bp)     homologs
809                gmax_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
810                                     gmax_eg_homolog_subtype                                                 Last common ancestor with Glycine max     homologs
811                              gmax_eg_homolog_orthology_type                                                             Glycine max homology type     homologs
812                                     gmax_eg_homolog_perc_id                                  %id. target Glycine max gene identical to query gene     homologs
813                                  gmax_eg_homolog_perc_id_r1                                  %id. query gene identical to target Glycine max gene     homologs
814                                gmax_eg_homolog_wga_coverage                                           Glycine max Whole-genome alignment coverage     homologs
815                        gmax_eg_homolog_orthology_confidence                                      Glycine max orthology confidence [0 low, 1 high]     homologs
816                               gsoja_eg_homolog_ensembl_gene                                            Glycine soja (Wild soybean) gene stable ID     homologs
817                       gsoja_eg_homolog_associated_gene_name                                                 Glycine soja (Wild soybean) gene name     homologs
818                            gsoja_eg_homolog_ensembl_peptide                           Glycine soja (Wild soybean) protein or transcript stable ID     homologs
819                                 gsoja_eg_homolog_chromosome                                  Glycine soja (Wild soybean) chromosome/scaffold name     homologs
820                                gsoja_eg_homolog_chrom_start                            Glycine soja (Wild soybean) chromosome/scaffold start (bp)     homologs
821                                  gsoja_eg_homolog_chrom_end                              Glycine soja (Wild soybean) chromosome/scaffold end (bp)     homologs
822               gsoja_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
823                                    gsoja_eg_homolog_subtype                                 Last common ancestor with Glycine soja (Wild soybean)     homologs
824                             gsoja_eg_homolog_orthology_type                                             Glycine soja (Wild soybean) homology type     homologs
825                                    gsoja_eg_homolog_perc_id                  %id. target Glycine soja (Wild soybean) gene identical to query gene     homologs
826                                 gsoja_eg_homolog_perc_id_r1                  %id. query gene identical to target Glycine soja (Wild soybean) gene     homologs
827                       gsoja_eg_homolog_orthology_confidence                      Glycine soja (Wild soybean) orthology confidence [0 low, 1 high]     homologs
828                          graimondii_eg_homolog_ensembl_gene                                                    Gossypium raimondii gene stable ID     homologs
829                  graimondii_eg_homolog_associated_gene_name                                                         Gossypium raimondii gene name     homologs
830                       graimondii_eg_homolog_ensembl_peptide                                   Gossypium raimondii protein or transcript stable ID     homologs
831                            graimondii_eg_homolog_chromosome                                          Gossypium raimondii chromosome/scaffold name     homologs
832                           graimondii_eg_homolog_chrom_start                                    Gossypium raimondii chromosome/scaffold start (bp)     homologs
833                             graimondii_eg_homolog_chrom_end                                      Gossypium raimondii chromosome/scaffold end (bp)     homologs
834          graimondii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
835                               graimondii_eg_homolog_subtype                                         Last common ancestor with Gossypium raimondii     homologs
836                        graimondii_eg_homolog_orthology_type                                                     Gossypium raimondii homology type     homologs
837                               graimondii_eg_homolog_perc_id                          %id. target Gossypium raimondii gene identical to query gene     homologs
838                            graimondii_eg_homolog_perc_id_r1                          %id. query gene identical to target Gossypium raimondii gene     homologs
839                          graimondii_eg_homolog_wga_coverage                                   Gossypium raimondii Whole-genome alignment coverage     homologs
840                  graimondii_eg_homolog_orthology_confidence                              Gossypium raimondii orthology confidence [0 low, 1 high]     homologs
841                             hannuus_eg_homolog_ensembl_gene                                                      Helianthus annuus gene stable ID     homologs
842                     hannuus_eg_homolog_associated_gene_name                                                           Helianthus annuus gene name     homologs
843                          hannuus_eg_homolog_ensembl_peptide                                     Helianthus annuus protein or transcript stable ID     homologs
844                               hannuus_eg_homolog_chromosome                                            Helianthus annuus chromosome/scaffold name     homologs
845                              hannuus_eg_homolog_chrom_start                                      Helianthus annuus chromosome/scaffold start (bp)     homologs
846                                hannuus_eg_homolog_chrom_end                                        Helianthus annuus chromosome/scaffold end (bp)     homologs
847             hannuus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
848                                  hannuus_eg_homolog_subtype                                           Last common ancestor with Helianthus annuus     homologs
849                           hannuus_eg_homolog_orthology_type                                                       Helianthus annuus homology type     homologs
850                                  hannuus_eg_homolog_perc_id                            %id. target Helianthus annuus gene identical to query gene     homologs
851                               hannuus_eg_homolog_perc_id_r1                            %id. query gene identical to target Helianthus annuus gene     homologs
852                     hannuus_eg_homolog_orthology_confidence                                Helianthus annuus orthology confidence [0 low, 1 high]     homologs
853                            hvulgare_eg_homolog_ensembl_gene                                                        Hordeum vulgare gene stable ID     homologs
854                    hvulgare_eg_homolog_associated_gene_name                                                             Hordeum vulgare gene name     homologs
855                         hvulgare_eg_homolog_ensembl_peptide                                       Hordeum vulgare protein or transcript stable ID     homologs
856                              hvulgare_eg_homolog_chromosome                                              Hordeum vulgare chromosome/scaffold name     homologs
857                             hvulgare_eg_homolog_chrom_start                                        Hordeum vulgare chromosome/scaffold start (bp)     homologs
858                               hvulgare_eg_homolog_chrom_end                                          Hordeum vulgare chromosome/scaffold end (bp)     homologs
859            hvulgare_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
860                                 hvulgare_eg_homolog_subtype                                             Last common ancestor with Hordeum vulgare     homologs
861                          hvulgare_eg_homolog_orthology_type                                                         Hordeum vulgare homology type     homologs
862                                 hvulgare_eg_homolog_perc_id                              %id. target Hordeum vulgare gene identical to query gene     homologs
863                              hvulgare_eg_homolog_perc_id_r1                              %id. query gene identical to target Hordeum vulgare gene     homologs
864                    hvulgare_eg_homolog_orthology_confidence                                  Hordeum vulgare orthology confidence [0 low, 1 high]     homologs
865                            itriloba_eg_homolog_ensembl_gene                                                        Ipomoea triloba gene stable ID     homologs
866                    itriloba_eg_homolog_associated_gene_name                                                             Ipomoea triloba gene name     homologs
867                         itriloba_eg_homolog_ensembl_peptide                                       Ipomoea triloba protein or transcript stable ID     homologs
868                              itriloba_eg_homolog_chromosome                                              Ipomoea triloba chromosome/scaffold name     homologs
869                             itriloba_eg_homolog_chrom_start                                        Ipomoea triloba chromosome/scaffold start (bp)     homologs
870                               itriloba_eg_homolog_chrom_end                                          Ipomoea triloba chromosome/scaffold end (bp)     homologs
871            itriloba_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
872                                 itriloba_eg_homolog_subtype                                             Last common ancestor with Ipomoea triloba     homologs
873                          itriloba_eg_homolog_orthology_type                                                         Ipomoea triloba homology type     homologs
874                                 itriloba_eg_homolog_perc_id                              %id. target Ipomoea triloba gene identical to query gene     homologs
875                              itriloba_eg_homolog_perc_id_r1                              %id. query gene identical to target Ipomoea triloba gene     homologs
876                            itriloba_eg_homolog_wga_coverage                                       Ipomoea triloba Whole-genome alignment coverage     homologs
877                    itriloba_eg_homolog_orthology_confidence                                  Ipomoea triloba orthology confidence [0 low, 1 high]     homologs
878                              jregia_eg_homolog_ensembl_gene                                                          Juglans regia gene stable ID     homologs
879                      jregia_eg_homolog_associated_gene_name                                                               Juglans regia gene name     homologs
880                           jregia_eg_homolog_ensembl_peptide                                         Juglans regia protein or transcript stable ID     homologs
881                                jregia_eg_homolog_chromosome                                                Juglans regia chromosome/scaffold name     homologs
882                               jregia_eg_homolog_chrom_start                                          Juglans regia chromosome/scaffold start (bp)     homologs
883                                 jregia_eg_homolog_chrom_end                                            Juglans regia chromosome/scaffold end (bp)     homologs
884              jregia_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
885                                   jregia_eg_homolog_subtype                                               Last common ancestor with Juglans regia     homologs
886                            jregia_eg_homolog_orthology_type                                                           Juglans regia homology type     homologs
887                                   jregia_eg_homolog_perc_id                                %id. target Juglans regia gene identical to query gene     homologs
888                                jregia_eg_homolog_perc_id_r1                                %id. query gene identical to target Juglans regia gene     homologs
889                      jregia_eg_homolog_orthology_confidence                                    Juglans regia orthology confidence [0 low, 1 high]     homologs
890                       kfedtschenkoi_eg_homolog_ensembl_gene                                                 Kalanchoe fedtschenkoi gene stable ID     homologs
891               kfedtschenkoi_eg_homolog_associated_gene_name                                                      Kalanchoe fedtschenkoi gene name     homologs
892                    kfedtschenkoi_eg_homolog_ensembl_peptide                                Kalanchoe fedtschenkoi protein or transcript stable ID     homologs
893                         kfedtschenkoi_eg_homolog_chromosome                                       Kalanchoe fedtschenkoi chromosome/scaffold name     homologs
894                        kfedtschenkoi_eg_homolog_chrom_start                                 Kalanchoe fedtschenkoi chromosome/scaffold start (bp)     homologs
895                          kfedtschenkoi_eg_homolog_chrom_end                                   Kalanchoe fedtschenkoi chromosome/scaffold end (bp)     homologs
896       kfedtschenkoi_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
897                            kfedtschenkoi_eg_homolog_subtype                                      Last common ancestor with Kalanchoe fedtschenkoi     homologs
898                     kfedtschenkoi_eg_homolog_orthology_type                                                  Kalanchoe fedtschenkoi homology type     homologs
899                            kfedtschenkoi_eg_homolog_perc_id                       %id. target Kalanchoe fedtschenkoi gene identical to query gene     homologs
900                         kfedtschenkoi_eg_homolog_perc_id_r1                       %id. query gene identical to target Kalanchoe fedtschenkoi gene     homologs
901                       kfedtschenkoi_eg_homolog_wga_coverage                                Kalanchoe fedtschenkoi Whole-genome alignment coverage     homologs
902               kfedtschenkoi_eg_homolog_orthology_confidence                           Kalanchoe fedtschenkoi orthology confidence [0 low, 1 high]     homologs
903                  lpgca030347555v1cm_eg_homolog_ensembl_gene                                                Lablab purpureus Natoba gene stable ID     homologs
904          lpgca030347555v1cm_eg_homolog_associated_gene_name                                                     Lablab purpureus Natoba gene name     homologs
905               lpgca030347555v1cm_eg_homolog_ensembl_peptide                               Lablab purpureus Natoba protein or transcript stable ID     homologs
906                    lpgca030347555v1cm_eg_homolog_chromosome                                      Lablab purpureus Natoba chromosome/scaffold name     homologs
907                   lpgca030347555v1cm_eg_homolog_chrom_start                                Lablab purpureus Natoba chromosome/scaffold start (bp)     homologs
908                     lpgca030347555v1cm_eg_homolog_chrom_end                                  Lablab purpureus Natoba chromosome/scaffold end (bp)     homologs
909  lpgca030347555v1cm_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
910                       lpgca030347555v1cm_eg_homolog_subtype                                     Last common ancestor with Lablab purpureus Natoba     homologs
911                lpgca030347555v1cm_eg_homolog_orthology_type                                                 Lablab purpureus Natoba homology type     homologs
912                       lpgca030347555v1cm_eg_homolog_perc_id                      %id. target Lablab purpureus Natoba gene identical to query gene     homologs
913                    lpgca030347555v1cm_eg_homolog_perc_id_r1                      %id. query gene identical to target Lablab purpureus Natoba gene     homologs
914          lpgca030347555v1cm_eg_homolog_orthology_confidence                          Lablab purpureus Natoba orthology confidence [0 low, 1 high]     homologs
915                             lsativa_eg_homolog_ensembl_gene                                                         Lactuca sativa gene stable ID     homologs
916                     lsativa_eg_homolog_associated_gene_name                                                              Lactuca sativa gene name     homologs
917                          lsativa_eg_homolog_ensembl_peptide                                        Lactuca sativa protein or transcript stable ID     homologs
918                               lsativa_eg_homolog_chromosome                                               Lactuca sativa chromosome/scaffold name     homologs
919                              lsativa_eg_homolog_chrom_start                                         Lactuca sativa chromosome/scaffold start (bp)     homologs
920                                lsativa_eg_homolog_chrom_end                                           Lactuca sativa chromosome/scaffold end (bp)     homologs
921             lsativa_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
922                                  lsativa_eg_homolog_subtype                                              Last common ancestor with Lactuca sativa     homologs
923                           lsativa_eg_homolog_orthology_type                                                          Lactuca sativa homology type     homologs
924                                  lsativa_eg_homolog_perc_id                               %id. target Lactuca sativa gene identical to query gene     homologs
925                               lsativa_eg_homolog_perc_id_r1                               %id. query gene identical to target Lactuca sativa gene     homologs
926                     lsativa_eg_homolog_orthology_confidence                                   Lactuca sativa orthology confidence [0 low, 1 high]     homologs
927                            lsativus_eg_homolog_ensembl_gene                                                       Lathyrus sativus gene stable ID     homologs
928                    lsativus_eg_homolog_associated_gene_name                                                            Lathyrus sativus gene name     homologs
929                         lsativus_eg_homolog_ensembl_peptide                                      Lathyrus sativus protein or transcript stable ID     homologs
930                              lsativus_eg_homolog_chromosome                                             Lathyrus sativus chromosome/scaffold name     homologs
931                             lsativus_eg_homolog_chrom_start                                       Lathyrus sativus chromosome/scaffold start (bp)     homologs
932                               lsativus_eg_homolog_chrom_end                                         Lathyrus sativus chromosome/scaffold end (bp)     homologs
933            lsativus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
934                                 lsativus_eg_homolog_subtype                                            Last common ancestor with Lathyrus sativus     homologs
935                          lsativus_eg_homolog_orthology_type                                                        Lathyrus sativus homology type     homologs
936                                 lsativus_eg_homolog_perc_id                             %id. target Lathyrus sativus gene identical to query gene     homologs
937                              lsativus_eg_homolog_perc_id_r1                             %id. query gene identical to target Lathyrus sativus gene     homologs
938                    lsativus_eg_homolog_orthology_confidence                                 Lathyrus sativus orthology confidence [0 low, 1 high]     homologs
939                           lperrieri_eg_homolog_ensembl_gene                                                       Leersia perrieri gene stable ID     homologs
940                   lperrieri_eg_homolog_associated_gene_name                                                            Leersia perrieri gene name     homologs
941                        lperrieri_eg_homolog_ensembl_peptide                                      Leersia perrieri protein or transcript stable ID     homologs
942                             lperrieri_eg_homolog_chromosome                                             Leersia perrieri chromosome/scaffold name     homologs
943                            lperrieri_eg_homolog_chrom_start                                       Leersia perrieri chromosome/scaffold start (bp)     homologs
944                              lperrieri_eg_homolog_chrom_end                                         Leersia perrieri chromosome/scaffold end (bp)     homologs
945           lperrieri_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
946                                lperrieri_eg_homolog_subtype                                            Last common ancestor with Leersia perrieri     homologs
947                         lperrieri_eg_homolog_orthology_type                                                        Leersia perrieri homology type     homologs
948                                lperrieri_eg_homolog_perc_id                             %id. target Leersia perrieri gene identical to query gene     homologs
949                             lperrieri_eg_homolog_perc_id_r1                             %id. query gene identical to target Leersia perrieri gene     homologs
950                           lperrieri_eg_homolog_wga_coverage                                      Leersia perrieri Whole-genome alignment coverage     homologs
951                   lperrieri_eg_homolog_orthology_confidence                                 Leersia perrieri orthology confidence [0 low, 1 high]     homologs
952                            lperenne_eg_homolog_ensembl_gene                                                         Lolium perenne gene stable ID     homologs
953                    lperenne_eg_homolog_associated_gene_name                                                              Lolium perenne gene name     homologs
954                         lperenne_eg_homolog_ensembl_peptide                                        Lolium perenne protein or transcript stable ID     homologs
955                              lperenne_eg_homolog_chromosome                                               Lolium perenne chromosome/scaffold name     homologs
956                             lperenne_eg_homolog_chrom_start                                         Lolium perenne chromosome/scaffold start (bp)     homologs
957                               lperenne_eg_homolog_chrom_end                                           Lolium perenne chromosome/scaffold end (bp)     homologs
958            lperenne_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
959                                 lperenne_eg_homolog_subtype                                              Last common ancestor with Lolium perenne     homologs
960                          lperenne_eg_homolog_orthology_type                                                          Lolium perenne homology type     homologs
961                                 lperenne_eg_homolog_perc_id                               %id. target Lolium perenne gene identical to query gene     homologs
962                              lperenne_eg_homolog_perc_id_r1                               %id. query gene identical to target Lolium perenne gene     homologs
963                    lperenne_eg_homolog_orthology_confidence                                   Lolium perenne orthology confidence [0 low, 1 high]     homologs
964                      langustifolius_eg_homolog_ensembl_gene                                                  Lupinus angustifolius gene stable ID     homologs
965              langustifolius_eg_homolog_associated_gene_name                                                       Lupinus angustifolius gene name     homologs
966                   langustifolius_eg_homolog_ensembl_peptide                                 Lupinus angustifolius protein or transcript stable ID     homologs
967                        langustifolius_eg_homolog_chromosome                                        Lupinus angustifolius chromosome/scaffold name     homologs
968                       langustifolius_eg_homolog_chrom_start                                  Lupinus angustifolius chromosome/scaffold start (bp)     homologs
969                         langustifolius_eg_homolog_chrom_end                                    Lupinus angustifolius chromosome/scaffold end (bp)     homologs
970      langustifolius_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
971                           langustifolius_eg_homolog_subtype                                       Last common ancestor with Lupinus angustifolius     homologs
972                    langustifolius_eg_homolog_orthology_type                                                   Lupinus angustifolius homology type     homologs
973                           langustifolius_eg_homolog_perc_id                        %id. target Lupinus angustifolius gene identical to query gene     homologs
974                        langustifolius_eg_homolog_perc_id_r1                        %id. query gene identical to target Lupinus angustifolius gene     homologs
975                      langustifolius_eg_homolog_wga_coverage                                 Lupinus angustifolius Whole-genome alignment coverage     homologs
976              langustifolius_eg_homolog_orthology_confidence                            Lupinus angustifolius orthology confidence [0 low, 1 high]     homologs
977                            mdgolden_eg_homolog_ensembl_gene                                                 Malus domestica Golden gene stable ID     homologs
978                    mdgolden_eg_homolog_associated_gene_name                                                      Malus domestica Golden gene name     homologs
979                         mdgolden_eg_homolog_ensembl_peptide                                Malus domestica Golden protein or transcript stable ID     homologs
980                              mdgolden_eg_homolog_chromosome                                       Malus domestica Golden chromosome/scaffold name     homologs
981                             mdgolden_eg_homolog_chrom_start                                 Malus domestica Golden chromosome/scaffold start (bp)     homologs
982                               mdgolden_eg_homolog_chrom_end                                   Malus domestica Golden chromosome/scaffold end (bp)     homologs
983            mdgolden_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
984                                 mdgolden_eg_homolog_subtype                                      Last common ancestor with Malus domestica Golden     homologs
985                          mdgolden_eg_homolog_orthology_type                                                  Malus domestica Golden homology type     homologs
986                                 mdgolden_eg_homolog_perc_id                       %id. target Malus domestica Golden gene identical to query gene     homologs
987                              mdgolden_eg_homolog_perc_id_r1                       %id. query gene identical to target Malus domestica Golden gene     homologs
988                            mdgolden_eg_homolog_wga_coverage                                Malus domestica Golden Whole-genome alignment coverage     homologs
989                    mdgolden_eg_homolog_orthology_confidence                           Malus domestica Golden orthology confidence [0 low, 1 high]     homologs
990                          mesculenta_eg_homolog_ensembl_gene                                                      Manihot esculenta gene stable ID     homologs
991                  mesculenta_eg_homolog_associated_gene_name                                                           Manihot esculenta gene name     homologs
992                       mesculenta_eg_homolog_ensembl_peptide                                     Manihot esculenta protein or transcript stable ID     homologs
993                            mesculenta_eg_homolog_chromosome                                            Manihot esculenta chromosome/scaffold name     homologs
994                           mesculenta_eg_homolog_chrom_start                                      Manihot esculenta chromosome/scaffold start (bp)     homologs
995                             mesculenta_eg_homolog_chrom_end                                        Manihot esculenta chromosome/scaffold end (bp)     homologs
996          mesculenta_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
997                               mesculenta_eg_homolog_subtype                                           Last common ancestor with Manihot esculenta     homologs
998                        mesculenta_eg_homolog_orthology_type                                                       Manihot esculenta homology type     homologs
999                               mesculenta_eg_homolog_perc_id                            %id. target Manihot esculenta gene identical to query gene     homologs
1000                           mesculenta_eg_homolog_perc_id_r1                            %id. query gene identical to target Manihot esculenta gene     homologs
1001                 mesculenta_eg_homolog_orthology_confidence                                Manihot esculenta orthology confidence [0 low, 1 high]     homologs
1002                        mpolymorpha_eg_homolog_ensembl_gene                                                  Marchantia polymorpha gene stable ID     homologs
1003                mpolymorpha_eg_homolog_associated_gene_name                                                       Marchantia polymorpha gene name     homologs
1004                     mpolymorpha_eg_homolog_ensembl_peptide                                 Marchantia polymorpha protein or transcript stable ID     homologs
1005                          mpolymorpha_eg_homolog_chromosome                                        Marchantia polymorpha chromosome/scaffold name     homologs
1006                         mpolymorpha_eg_homolog_chrom_start                                  Marchantia polymorpha chromosome/scaffold start (bp)     homologs
1007                           mpolymorpha_eg_homolog_chrom_end                                    Marchantia polymorpha chromosome/scaffold end (bp)     homologs
1008        mpolymorpha_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1009                             mpolymorpha_eg_homolog_subtype                                       Last common ancestor with Marchantia polymorpha     homologs
1010                      mpolymorpha_eg_homolog_orthology_type                                                   Marchantia polymorpha homology type     homologs
1011                             mpolymorpha_eg_homolog_perc_id                        %id. target Marchantia polymorpha gene identical to query gene     homologs
1012                          mpolymorpha_eg_homolog_perc_id_r1                        %id. query gene identical to target Marchantia polymorpha gene     homologs
1013                        mpolymorpha_eg_homolog_wga_coverage                                 Marchantia polymorpha Whole-genome alignment coverage     homologs
1014                mpolymorpha_eg_homolog_orthology_confidence                            Marchantia polymorpha orthology confidence [0 low, 1 high]     homologs
1015                        mtruncatula_eg_homolog_ensembl_gene                                                    Medicago truncatula gene stable ID     homologs
1016                mtruncatula_eg_homolog_associated_gene_name                                                         Medicago truncatula gene name     homologs
1017                     mtruncatula_eg_homolog_ensembl_peptide                                   Medicago truncatula protein or transcript stable ID     homologs
1018                          mtruncatula_eg_homolog_chromosome                                          Medicago truncatula chromosome/scaffold name     homologs
1019                         mtruncatula_eg_homolog_chrom_start                                    Medicago truncatula chromosome/scaffold start (bp)     homologs
1020                           mtruncatula_eg_homolog_chrom_end                                      Medicago truncatula chromosome/scaffold end (bp)     homologs
1021        mtruncatula_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1022                             mtruncatula_eg_homolog_subtype                                         Last common ancestor with Medicago truncatula     homologs
1023                      mtruncatula_eg_homolog_orthology_type                                                     Medicago truncatula homology type     homologs
1024                             mtruncatula_eg_homolog_perc_id                          %id. target Medicago truncatula gene identical to query gene     homologs
1025                          mtruncatula_eg_homolog_perc_id_r1                          %id. query gene identical to target Medicago truncatula gene     homologs
1026                mtruncatula_eg_homolog_orthology_confidence                              Medicago truncatula orthology confidence [0 low, 1 high]     homologs
1027                         macuminata_eg_homolog_ensembl_gene                                                         Musa acuminata gene stable ID     homologs
1028                 macuminata_eg_homolog_associated_gene_name                                                              Musa acuminata gene name     homologs
1029                      macuminata_eg_homolog_ensembl_peptide                                        Musa acuminata protein or transcript stable ID     homologs
1030                           macuminata_eg_homolog_chromosome                                               Musa acuminata chromosome/scaffold name     homologs
1031                          macuminata_eg_homolog_chrom_start                                         Musa acuminata chromosome/scaffold start (bp)     homologs
1032                            macuminata_eg_homolog_chrom_end                                           Musa acuminata chromosome/scaffold end (bp)     homologs
1033         macuminata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1034                              macuminata_eg_homolog_subtype                                              Last common ancestor with Musa acuminata     homologs
1035                       macuminata_eg_homolog_orthology_type                                                          Musa acuminata homology type     homologs
1036                              macuminata_eg_homolog_perc_id                               %id. target Musa acuminata gene identical to query gene     homologs
1037                           macuminata_eg_homolog_perc_id_r1                               %id. query gene identical to target Musa acuminata gene     homologs
1038                 macuminata_eg_homolog_orthology_confidence                                   Musa acuminata orthology confidence [0 low, 1 high]     homologs
1039                         nattenuata_eg_homolog_ensembl_gene                                                    Nicotiana attenuata gene stable ID     homologs
1040                 nattenuata_eg_homolog_associated_gene_name                                                         Nicotiana attenuata gene name     homologs
1041                      nattenuata_eg_homolog_ensembl_peptide                                   Nicotiana attenuata protein or transcript stable ID     homologs
1042                           nattenuata_eg_homolog_chromosome                                          Nicotiana attenuata chromosome/scaffold name     homologs
1043                          nattenuata_eg_homolog_chrom_start                                    Nicotiana attenuata chromosome/scaffold start (bp)     homologs
1044                            nattenuata_eg_homolog_chrom_end                                      Nicotiana attenuata chromosome/scaffold end (bp)     homologs
1045         nattenuata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1046                              nattenuata_eg_homolog_subtype                                         Last common ancestor with Nicotiana attenuata     homologs
1047                       nattenuata_eg_homolog_orthology_type                                                     Nicotiana attenuata homology type     homologs
1048                              nattenuata_eg_homolog_perc_id                          %id. target Nicotiana attenuata gene identical to query gene     homologs
1049                           nattenuata_eg_homolog_perc_id_r1                          %id. query gene identical to target Nicotiana attenuata gene     homologs
1050                         nattenuata_eg_homolog_wga_coverage                                   Nicotiana attenuata Whole-genome alignment coverage     homologs
1051                 nattenuata_eg_homolog_orthology_confidence                              Nicotiana attenuata orthology confidence [0 low, 1 high]     homologs
1052                          ncolorata_eg_homolog_ensembl_gene                                                      Nymphaea colorata gene stable ID     homologs
1053                  ncolorata_eg_homolog_associated_gene_name                                                           Nymphaea colorata gene name     homologs
1054                       ncolorata_eg_homolog_ensembl_peptide                                     Nymphaea colorata protein or transcript stable ID     homologs
1055                            ncolorata_eg_homolog_chromosome                                            Nymphaea colorata chromosome/scaffold name     homologs
1056                           ncolorata_eg_homolog_chrom_start                                      Nymphaea colorata chromosome/scaffold start (bp)     homologs
1057                             ncolorata_eg_homolog_chrom_end                                        Nymphaea colorata chromosome/scaffold end (bp)     homologs
1058          ncolorata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1059                               ncolorata_eg_homolog_subtype                                           Last common ancestor with Nymphaea colorata     homologs
1060                        ncolorata_eg_homolog_orthology_type                                                       Nymphaea colorata homology type     homologs
1061                               ncolorata_eg_homolog_perc_id                            %id. target Nymphaea colorata gene identical to query gene     homologs
1062                            ncolorata_eg_homolog_perc_id_r1                            %id. query gene identical to target Nymphaea colorata gene     homologs
1063                          ncolorata_eg_homolog_wga_coverage                                     Nymphaea colorata Whole-genome alignment coverage     homologs
1064                  ncolorata_eg_homolog_orthology_confidence                                Nymphaea colorata orthology confidence [0 low, 1 high]     homologs
1065                          oeuropaea_eg_homolog_ensembl_gene                                                          Olea europaea gene stable ID     homologs
1066                  oeuropaea_eg_homolog_associated_gene_name                                                               Olea europaea gene name     homologs
1067                       oeuropaea_eg_homolog_ensembl_peptide                                         Olea europaea protein or transcript stable ID     homologs
1068                            oeuropaea_eg_homolog_chromosome                                                Olea europaea chromosome/scaffold name     homologs
1069                           oeuropaea_eg_homolog_chrom_start                                          Olea europaea chromosome/scaffold start (bp)     homologs
1070                             oeuropaea_eg_homolog_chrom_end                                            Olea europaea chromosome/scaffold end (bp)     homologs
1071          oeuropaea_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1072                               oeuropaea_eg_homolog_subtype                                               Last common ancestor with Olea europaea     homologs
1073                        oeuropaea_eg_homolog_orthology_type                                                           Olea europaea homology type     homologs
1074                               oeuropaea_eg_homolog_perc_id                                %id. target Olea europaea gene identical to query gene     homologs
1075                            oeuropaea_eg_homolog_perc_id_r1                                %id. query gene identical to target Olea europaea gene     homologs
1076                  oeuropaea_eg_homolog_orthology_confidence                                    Olea europaea orthology confidence [0 low, 1 high]     homologs
1077                           obarthii_eg_homolog_ensembl_gene                                                          Oryza barthii gene stable ID     homologs
1078                   obarthii_eg_homolog_associated_gene_name                                                               Oryza barthii gene name     homologs
1079                        obarthii_eg_homolog_ensembl_peptide                                         Oryza barthii protein or transcript stable ID     homologs
1080                             obarthii_eg_homolog_chromosome                                                Oryza barthii chromosome/scaffold name     homologs
1081                            obarthii_eg_homolog_chrom_start                                          Oryza barthii chromosome/scaffold start (bp)     homologs
1082                              obarthii_eg_homolog_chrom_end                                            Oryza barthii chromosome/scaffold end (bp)     homologs
1083           obarthii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1084                                obarthii_eg_homolog_subtype                                               Last common ancestor with Oryza barthii     homologs
1085                         obarthii_eg_homolog_orthology_type                                                           Oryza barthii homology type     homologs
1086                                obarthii_eg_homolog_perc_id                                %id. target Oryza barthii gene identical to query gene     homologs
1087                             obarthii_eg_homolog_perc_id_r1                                %id. query gene identical to target Oryza barthii gene     homologs
1088                           obarthii_eg_homolog_wga_coverage                                         Oryza barthii Whole-genome alignment coverage     homologs
1089                   obarthii_eg_homolog_orthology_confidence                                    Oryza barthii orthology confidence [0 low, 1 high]     homologs
1090                       obrachyantha_eg_homolog_ensembl_gene                                                      Oryza brachyantha gene stable ID     homologs
1091               obrachyantha_eg_homolog_associated_gene_name                                                           Oryza brachyantha gene name     homologs
1092                    obrachyantha_eg_homolog_ensembl_peptide                                     Oryza brachyantha protein or transcript stable ID     homologs
1093                         obrachyantha_eg_homolog_chromosome                                            Oryza brachyantha chromosome/scaffold name     homologs
1094                        obrachyantha_eg_homolog_chrom_start                                      Oryza brachyantha chromosome/scaffold start (bp)     homologs
1095                          obrachyantha_eg_homolog_chrom_end                                        Oryza brachyantha chromosome/scaffold end (bp)     homologs
1096       obrachyantha_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1097                            obrachyantha_eg_homolog_subtype                                           Last common ancestor with Oryza brachyantha     homologs
1098                     obrachyantha_eg_homolog_orthology_type                                                       Oryza brachyantha homology type     homologs
1099                            obrachyantha_eg_homolog_perc_id                            %id. target Oryza brachyantha gene identical to query gene     homologs
1100                         obrachyantha_eg_homolog_perc_id_r1                            %id. query gene identical to target Oryza brachyantha gene     homologs
1101                       obrachyantha_eg_homolog_wga_coverage                                     Oryza brachyantha Whole-genome alignment coverage     homologs
1102               obrachyantha_eg_homolog_orthology_confidence                                Oryza brachyantha orthology confidence [0 low, 1 high]     homologs
1103                        oglaberrima_eg_homolog_ensembl_gene                                                       Oryza glaberrima gene stable ID     homologs
1104                oglaberrima_eg_homolog_associated_gene_name                                                            Oryza glaberrima gene name     homologs
1105                     oglaberrima_eg_homolog_ensembl_peptide                                      Oryza glaberrima protein or transcript stable ID     homologs
1106                          oglaberrima_eg_homolog_chromosome                                             Oryza glaberrima chromosome/scaffold name     homologs
1107                         oglaberrima_eg_homolog_chrom_start                                       Oryza glaberrima chromosome/scaffold start (bp)     homologs
1108                           oglaberrima_eg_homolog_chrom_end                                         Oryza glaberrima chromosome/scaffold end (bp)     homologs
1109        oglaberrima_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1110                             oglaberrima_eg_homolog_subtype                                            Last common ancestor with Oryza glaberrima     homologs
1111                      oglaberrima_eg_homolog_orthology_type                                                        Oryza glaberrima homology type     homologs
1112                             oglaberrima_eg_homolog_perc_id                             %id. target Oryza glaberrima gene identical to query gene     homologs
1113                          oglaberrima_eg_homolog_perc_id_r1                             %id. query gene identical to target Oryza glaberrima gene     homologs
1114                        oglaberrima_eg_homolog_wga_coverage                                      Oryza glaberrima Whole-genome alignment coverage     homologs
1115                oglaberrima_eg_homolog_orthology_confidence                                 Oryza glaberrima orthology confidence [0 low, 1 high]     homologs
1116                       oglumipatula_eg_homolog_ensembl_gene                                                      Oryza glumipatula gene stable ID     homologs
1117               oglumipatula_eg_homolog_associated_gene_name                                                           Oryza glumipatula gene name     homologs
1118                    oglumipatula_eg_homolog_ensembl_peptide                                     Oryza glumipatula protein or transcript stable ID     homologs
1119                         oglumipatula_eg_homolog_chromosome                                            Oryza glumipatula chromosome/scaffold name     homologs
1120                        oglumipatula_eg_homolog_chrom_start                                      Oryza glumipatula chromosome/scaffold start (bp)     homologs
1121                          oglumipatula_eg_homolog_chrom_end                                        Oryza glumipatula chromosome/scaffold end (bp)     homologs
1122       oglumipatula_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1123                            oglumipatula_eg_homolog_subtype                                           Last common ancestor with Oryza glumipatula     homologs
1124                     oglumipatula_eg_homolog_orthology_type                                                       Oryza glumipatula homology type     homologs
1125                            oglumipatula_eg_homolog_perc_id                            %id. target Oryza glumipatula gene identical to query gene     homologs
1126                         oglumipatula_eg_homolog_perc_id_r1                            %id. query gene identical to target Oryza glumipatula gene     homologs
1127                       oglumipatula_eg_homolog_wga_coverage                                     Oryza glumipatula Whole-genome alignment coverage     homologs
1128               oglumipatula_eg_homolog_orthology_confidence                                Oryza glumipatula orthology confidence [0 low, 1 high]     homologs
1129                    olongistaminata_eg_homolog_ensembl_gene                                                   Oryza longistaminata gene stable ID     homologs
1130            olongistaminata_eg_homolog_associated_gene_name                                                        Oryza longistaminata gene name     homologs
1131                 olongistaminata_eg_homolog_ensembl_peptide                                  Oryza longistaminata protein or transcript stable ID     homologs
1132                      olongistaminata_eg_homolog_chromosome                                         Oryza longistaminata chromosome/scaffold name     homologs
1133                     olongistaminata_eg_homolog_chrom_start                                   Oryza longistaminata chromosome/scaffold start (bp)     homologs
1134                       olongistaminata_eg_homolog_chrom_end                                     Oryza longistaminata chromosome/scaffold end (bp)     homologs
1135    olongistaminata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1136                         olongistaminata_eg_homolog_subtype                                        Last common ancestor with Oryza longistaminata     homologs
1137                  olongistaminata_eg_homolog_orthology_type                                                    Oryza longistaminata homology type     homologs
1138                         olongistaminata_eg_homolog_perc_id                         %id. target Oryza longistaminata gene identical to query gene     homologs
1139                      olongistaminata_eg_homolog_perc_id_r1                         %id. query gene identical to target Oryza longistaminata gene     homologs
1140                    olongistaminata_eg_homolog_wga_coverage                                  Oryza longistaminata Whole-genome alignment coverage     homologs
1141            olongistaminata_eg_homolog_orthology_confidence                             Oryza longistaminata orthology confidence [0 low, 1 high]     homologs
1142                      omeridionalis_eg_homolog_ensembl_gene                                                     Oryza meridionalis gene stable ID     homologs
1143              omeridionalis_eg_homolog_associated_gene_name                                                          Oryza meridionalis gene name     homologs
1144                   omeridionalis_eg_homolog_ensembl_peptide                                    Oryza meridionalis protein or transcript stable ID     homologs
1145                        omeridionalis_eg_homolog_chromosome                                           Oryza meridionalis chromosome/scaffold name     homologs
1146                       omeridionalis_eg_homolog_chrom_start                                     Oryza meridionalis chromosome/scaffold start (bp)     homologs
1147                         omeridionalis_eg_homolog_chrom_end                                       Oryza meridionalis chromosome/scaffold end (bp)     homologs
1148      omeridionalis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1149                           omeridionalis_eg_homolog_subtype                                          Last common ancestor with Oryza meridionalis     homologs
1150                    omeridionalis_eg_homolog_orthology_type                                                      Oryza meridionalis homology type     homologs
1151                           omeridionalis_eg_homolog_perc_id                           %id. target Oryza meridionalis gene identical to query gene     homologs
1152                        omeridionalis_eg_homolog_perc_id_r1                           %id. query gene identical to target Oryza meridionalis gene     homologs
1153                      omeridionalis_eg_homolog_wga_coverage                                    Oryza meridionalis Whole-genome alignment coverage     homologs
1154              omeridionalis_eg_homolog_orthology_confidence                               Oryza meridionalis orthology confidence [0 low, 1 high]     homologs
1155                            onivara_eg_homolog_ensembl_gene                                                           Oryza nivara gene stable ID     homologs
1156                    onivara_eg_homolog_associated_gene_name                                                                Oryza nivara gene name     homologs
1157                         onivara_eg_homolog_ensembl_peptide                                          Oryza nivara protein or transcript stable ID     homologs
1158                              onivara_eg_homolog_chromosome                                                 Oryza nivara chromosome/scaffold name     homologs
1159                             onivara_eg_homolog_chrom_start                                           Oryza nivara chromosome/scaffold start (bp)     homologs
1160                               onivara_eg_homolog_chrom_end                                             Oryza nivara chromosome/scaffold end (bp)     homologs
1161            onivara_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1162                                 onivara_eg_homolog_subtype                                                Last common ancestor with Oryza nivara     homologs
1163                          onivara_eg_homolog_orthology_type                                                            Oryza nivara homology type     homologs
1164                                 onivara_eg_homolog_perc_id                                 %id. target Oryza nivara gene identical to query gene     homologs
1165                              onivara_eg_homolog_perc_id_r1                                 %id. query gene identical to target Oryza nivara gene     homologs
1166                            onivara_eg_homolog_wga_coverage                                          Oryza nivara Whole-genome alignment coverage     homologs
1167                    onivara_eg_homolog_orthology_confidence                                     Oryza nivara orthology confidence [0 low, 1 high]     homologs
1168                          opunctata_eg_homolog_ensembl_gene                                                         Oryza punctata gene stable ID     homologs
1169                  opunctata_eg_homolog_associated_gene_name                                                              Oryza punctata gene name     homologs
1170                       opunctata_eg_homolog_ensembl_peptide                                        Oryza punctata protein or transcript stable ID     homologs
1171                            opunctata_eg_homolog_chromosome                                               Oryza punctata chromosome/scaffold name     homologs
1172                           opunctata_eg_homolog_chrom_start                                         Oryza punctata chromosome/scaffold start (bp)     homologs
1173                             opunctata_eg_homolog_chrom_end                                           Oryza punctata chromosome/scaffold end (bp)     homologs
1174          opunctata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1175                               opunctata_eg_homolog_subtype                                              Last common ancestor with Oryza punctata     homologs
1176                        opunctata_eg_homolog_orthology_type                                                          Oryza punctata homology type     homologs
1177                               opunctata_eg_homolog_perc_id                               %id. target Oryza punctata gene identical to query gene     homologs
1178                            opunctata_eg_homolog_perc_id_r1                               %id. query gene identical to target Oryza punctata gene     homologs
1179                          opunctata_eg_homolog_wga_coverage                                        Oryza punctata Whole-genome alignment coverage     homologs
1180                  opunctata_eg_homolog_orthology_confidence                                   Oryza punctata orthology confidence [0 low, 1 high]     homologs
1181                         orufipogon_eg_homolog_ensembl_gene                                                        Oryza rufipogon gene stable ID     homologs
1182                 orufipogon_eg_homolog_associated_gene_name                                                             Oryza rufipogon gene name     homologs
1183                      orufipogon_eg_homolog_ensembl_peptide                                       Oryza rufipogon protein or transcript stable ID     homologs
1184                           orufipogon_eg_homolog_chromosome                                              Oryza rufipogon chromosome/scaffold name     homologs
1185                          orufipogon_eg_homolog_chrom_start                                        Oryza rufipogon chromosome/scaffold start (bp)     homologs
1186                            orufipogon_eg_homolog_chrom_end                                          Oryza rufipogon chromosome/scaffold end (bp)     homologs
1187         orufipogon_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1188                              orufipogon_eg_homolog_subtype                                             Last common ancestor with Oryza rufipogon     homologs
1189                       orufipogon_eg_homolog_orthology_type                                                         Oryza rufipogon homology type     homologs
1190                              orufipogon_eg_homolog_perc_id                              %id. target Oryza rufipogon gene identical to query gene     homologs
1191                           orufipogon_eg_homolog_perc_id_r1                              %id. query gene identical to target Oryza rufipogon gene     homologs
1192                         orufipogon_eg_homolog_wga_coverage                                       Oryza rufipogon Whole-genome alignment coverage     homologs
1193                 orufipogon_eg_homolog_orthology_confidence                                  Oryza rufipogon orthology confidence [0 low, 1 high]     homologs
1194                            oindica_eg_homolog_ensembl_gene                                              Oryza sativa Indica Group gene stable ID     homologs
1195                    oindica_eg_homolog_associated_gene_name                                                   Oryza sativa Indica Group gene name     homologs
1196                         oindica_eg_homolog_ensembl_peptide                             Oryza sativa Indica Group protein or transcript stable ID     homologs
1197                              oindica_eg_homolog_chromosome                                    Oryza sativa Indica Group chromosome/scaffold name     homologs
1198                             oindica_eg_homolog_chrom_start                              Oryza sativa Indica Group chromosome/scaffold start (bp)     homologs
1199                               oindica_eg_homolog_chrom_end                                Oryza sativa Indica Group chromosome/scaffold end (bp)     homologs
1200            oindica_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1201                                 oindica_eg_homolog_subtype                                   Last common ancestor with Oryza sativa Indica Group     homologs
1202                          oindica_eg_homolog_orthology_type                                               Oryza sativa Indica Group homology type     homologs
1203                                 oindica_eg_homolog_perc_id                    %id. target Oryza sativa Indica Group gene identical to query gene     homologs
1204                              oindica_eg_homolog_perc_id_r1                    %id. query gene identical to target Oryza sativa Indica Group gene     homologs
1205                            oindica_eg_homolog_wga_coverage                             Oryza sativa Indica Group Whole-genome alignment coverage     homologs
1206                    oindica_eg_homolog_orthology_confidence                        Oryza sativa Indica Group orthology confidence [0 low, 1 high]     homologs
1207                            osativa_eg_homolog_ensembl_gene                                            Oryza sativa Japonica Group gene stable ID     homologs
1208                    osativa_eg_homolog_associated_gene_name                                                 Oryza sativa Japonica Group gene name     homologs
1209                         osativa_eg_homolog_ensembl_peptide                           Oryza sativa Japonica Group protein or transcript stable ID     homologs
1210                              osativa_eg_homolog_chromosome                                  Oryza sativa Japonica Group chromosome/scaffold name     homologs
1211                             osativa_eg_homolog_chrom_start                            Oryza sativa Japonica Group chromosome/scaffold start (bp)     homologs
1212                               osativa_eg_homolog_chrom_end                              Oryza sativa Japonica Group chromosome/scaffold end (bp)     homologs
1213            osativa_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1214                                 osativa_eg_homolog_subtype                                 Last common ancestor with Oryza sativa Japonica Group     homologs
1215                          osativa_eg_homolog_orthology_type                                             Oryza sativa Japonica Group homology type     homologs
1216                                 osativa_eg_homolog_perc_id                  %id. target Oryza sativa Japonica Group gene identical to query gene     homologs
1217                              osativa_eg_homolog_perc_id_r1                  %id. query gene identical to target Oryza sativa Japonica Group gene     homologs
1218                            osativa_eg_homolog_wga_coverage                           Oryza sativa Japonica Group Whole-genome alignment coverage     homologs
1219                    osativa_eg_homolog_orthology_confidence                      Oryza sativa Japonica Group orthology confidence [0 low, 1 high]     homologs
1220                       olucimarinus_eg_homolog_ensembl_gene                                               Ostreococcus lucimarinus gene stable ID     homologs
1221               olucimarinus_eg_homolog_associated_gene_name                                                    Ostreococcus lucimarinus gene name     homologs
1222                    olucimarinus_eg_homolog_ensembl_peptide                              Ostreococcus lucimarinus protein or transcript stable ID     homologs
1223                         olucimarinus_eg_homolog_chromosome                                     Ostreococcus lucimarinus chromosome/scaffold name     homologs
1224                        olucimarinus_eg_homolog_chrom_start                               Ostreococcus lucimarinus chromosome/scaffold start (bp)     homologs
1225                          olucimarinus_eg_homolog_chrom_end                                 Ostreococcus lucimarinus chromosome/scaffold end (bp)     homologs
1226       olucimarinus_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1227                            olucimarinus_eg_homolog_subtype                                    Last common ancestor with Ostreococcus lucimarinus     homologs
1228                     olucimarinus_eg_homolog_orthology_type                                                Ostreococcus lucimarinus homology type     homologs
1229                            olucimarinus_eg_homolog_perc_id                     %id. target Ostreococcus lucimarinus gene identical to query gene     homologs
1230                         olucimarinus_eg_homolog_perc_id_r1                     %id. query gene identical to target Ostreococcus lucimarinus gene     homologs
1231               olucimarinus_eg_homolog_orthology_confidence                         Ostreococcus lucimarinus orthology confidence [0 low, 1 high]     homologs
1232                            phallii_eg_homolog_ensembl_gene                                                    Panicum hallii HAL2 gene stable ID     homologs
1233                    phallii_eg_homolog_associated_gene_name                                                         Panicum hallii HAL2 gene name     homologs
1234                         phallii_eg_homolog_ensembl_peptide                                   Panicum hallii HAL2 protein or transcript stable ID     homologs
1235                              phallii_eg_homolog_chromosome                                          Panicum hallii HAL2 chromosome/scaffold name     homologs
1236                             phallii_eg_homolog_chrom_start                                    Panicum hallii HAL2 chromosome/scaffold start (bp)     homologs
1237                               phallii_eg_homolog_chrom_end                                      Panicum hallii HAL2 chromosome/scaffold end (bp)     homologs
1238            phallii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1239                                 phallii_eg_homolog_subtype                                         Last common ancestor with Panicum hallii HAL2     homologs
1240                          phallii_eg_homolog_orthology_type                                                     Panicum hallii HAL2 homology type     homologs
1241                                 phallii_eg_homolog_perc_id                          %id. target Panicum hallii HAL2 gene identical to query gene     homologs
1242                              phallii_eg_homolog_perc_id_r1                          %id. query gene identical to target Panicum hallii HAL2 gene     homologs
1243                            phallii_eg_homolog_wga_coverage                                   Panicum hallii HAL2 Whole-genome alignment coverage     homologs
1244                    phallii_eg_homolog_orthology_confidence                              Panicum hallii HAL2 orthology confidence [0 low, 1 high]     homologs
1245                        psomniferum_eg_homolog_ensembl_gene                                                     Papaver somniferum gene stable ID     homologs
1246                psomniferum_eg_homolog_associated_gene_name                                                          Papaver somniferum gene name     homologs
1247                     psomniferum_eg_homolog_ensembl_peptide                                    Papaver somniferum protein or transcript stable ID     homologs
1248                          psomniferum_eg_homolog_chromosome                                           Papaver somniferum chromosome/scaffold name     homologs
1249                         psomniferum_eg_homolog_chrom_start                                     Papaver somniferum chromosome/scaffold start (bp)     homologs
1250                           psomniferum_eg_homolog_chrom_end                                       Papaver somniferum chromosome/scaffold end (bp)     homologs
1251        psomniferum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1252                             psomniferum_eg_homolog_subtype                                          Last common ancestor with Papaver somniferum     homologs
1253                      psomniferum_eg_homolog_orthology_type                                                      Papaver somniferum homology type     homologs
1254                             psomniferum_eg_homolog_perc_id                           %id. target Papaver somniferum gene identical to query gene     homologs
1255                          psomniferum_eg_homolog_perc_id_r1                           %id. query gene identical to target Papaver somniferum gene     homologs
1256                        psomniferum_eg_homolog_wga_coverage                                    Papaver somniferum Whole-genome alignment coverage     homologs
1257                psomniferum_eg_homolog_orthology_confidence                               Papaver somniferum orthology confidence [0 low, 1 high]     homologs
1258                          pvulgaris_eg_homolog_ensembl_gene                                                     Phaseolus vulgaris gene stable ID     homologs
1259                  pvulgaris_eg_homolog_associated_gene_name                                                          Phaseolus vulgaris gene name     homologs
1260                       pvulgaris_eg_homolog_ensembl_peptide                                    Phaseolus vulgaris protein or transcript stable ID     homologs
1261                            pvulgaris_eg_homolog_chromosome                                           Phaseolus vulgaris chromosome/scaffold name     homologs
1262                           pvulgaris_eg_homolog_chrom_start                                     Phaseolus vulgaris chromosome/scaffold start (bp)     homologs
1263                             pvulgaris_eg_homolog_chrom_end                                       Phaseolus vulgaris chromosome/scaffold end (bp)     homologs
1264          pvulgaris_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1265                               pvulgaris_eg_homolog_subtype                                          Last common ancestor with Phaseolus vulgaris     homologs
1266                        pvulgaris_eg_homolog_orthology_type                                                      Phaseolus vulgaris homology type     homologs
1267                               pvulgaris_eg_homolog_perc_id                           %id. target Phaseolus vulgaris gene identical to query gene     homologs
1268                            pvulgaris_eg_homolog_perc_id_r1                           %id. query gene identical to target Phaseolus vulgaris gene     homologs
1269                          pvulgaris_eg_homolog_wga_coverage                                    Phaseolus vulgaris Whole-genome alignment coverage     homologs
1270                  pvulgaris_eg_homolog_orthology_confidence                               Phaseolus vulgaris orthology confidence [0 low, 1 high]     homologs
1271                            ppatens_eg_homolog_ensembl_gene                                                   Physcomitrium patens gene stable ID     homologs
1272                    ppatens_eg_homolog_associated_gene_name                                                        Physcomitrium patens gene name     homologs
1273                         ppatens_eg_homolog_ensembl_peptide                                  Physcomitrium patens protein or transcript stable ID     homologs
1274                              ppatens_eg_homolog_chromosome                                         Physcomitrium patens chromosome/scaffold name     homologs
1275                             ppatens_eg_homolog_chrom_start                                   Physcomitrium patens chromosome/scaffold start (bp)     homologs
1276                               ppatens_eg_homolog_chrom_end                                     Physcomitrium patens chromosome/scaffold end (bp)     homologs
1277            ppatens_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1278                                 ppatens_eg_homolog_subtype                                        Last common ancestor with Physcomitrium patens     homologs
1279                          ppatens_eg_homolog_orthology_type                                                    Physcomitrium patens homology type     homologs
1280                                 ppatens_eg_homolog_perc_id                         %id. target Physcomitrium patens gene identical to query gene     homologs
1281                              ppatens_eg_homolog_perc_id_r1                         %id. query gene identical to target Physcomitrium patens gene     homologs
1282                            ppatens_eg_homolog_wga_coverage                                  Physcomitrium patens Whole-genome alignment coverage     homologs
1283                    ppatens_eg_homolog_orthology_confidence                             Physcomitrium patens orthology confidence [0 low, 1 high]     homologs
1284                              pvera_eg_homolog_ensembl_gene                                                          Pistacia vera gene stable ID     homologs
1285                      pvera_eg_homolog_associated_gene_name                                                               Pistacia vera gene name     homologs
1286                           pvera_eg_homolog_ensembl_peptide                                         Pistacia vera protein or transcript stable ID     homologs
1287                                pvera_eg_homolog_chromosome                                                Pistacia vera chromosome/scaffold name     homologs
1288                               pvera_eg_homolog_chrom_start                                          Pistacia vera chromosome/scaffold start (bp)     homologs
1289                                 pvera_eg_homolog_chrom_end                                            Pistacia vera chromosome/scaffold end (bp)     homologs
1290              pvera_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1291                                   pvera_eg_homolog_subtype                                               Last common ancestor with Pistacia vera     homologs
1292                            pvera_eg_homolog_orthology_type                                                           Pistacia vera homology type     homologs
1293                                   pvera_eg_homolog_perc_id                                %id. target Pistacia vera gene identical to query gene     homologs
1294                                pvera_eg_homolog_perc_id_r1                                %id. query gene identical to target Pistacia vera gene     homologs
1295                              pvera_eg_homolog_wga_coverage                                         Pistacia vera Whole-genome alignment coverage     homologs
1296                      pvera_eg_homolog_orthology_confidence                                    Pistacia vera orthology confidence [0 low, 1 high]     homologs
1297                           psativum_eg_homolog_ensembl_gene                                                          Pisum sativum gene stable ID     homologs
1298                   psativum_eg_homolog_associated_gene_name                                                               Pisum sativum gene name     homologs
1299                        psativum_eg_homolog_ensembl_peptide                                         Pisum sativum protein or transcript stable ID     homologs
1300                             psativum_eg_homolog_chromosome                                                Pisum sativum chromosome/scaffold name     homologs
1301                            psativum_eg_homolog_chrom_start                                          Pisum sativum chromosome/scaffold start (bp)     homologs
1302                              psativum_eg_homolog_chrom_end                                            Pisum sativum chromosome/scaffold end (bp)     homologs
1303           psativum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1304                                psativum_eg_homolog_subtype                                               Last common ancestor with Pisum sativum     homologs
1305                         psativum_eg_homolog_orthology_type                                                           Pisum sativum homology type     homologs
1306                                psativum_eg_homolog_perc_id                                %id. target Pisum sativum gene identical to query gene     homologs
1307                             psativum_eg_homolog_perc_id_r1                                %id. query gene identical to target Pisum sativum gene     homologs
1308                   psativum_eg_homolog_orthology_confidence                                    Pisum sativum orthology confidence [0 low, 1 high]     homologs
1309                 psgca024323335v2gb_eg_homolog_ensembl_gene                                               Pisum sativum Garden pea gene stable ID     homologs
1310         psgca024323335v2gb_eg_homolog_associated_gene_name                                                    Pisum sativum Garden pea gene name     homologs
1311              psgca024323335v2gb_eg_homolog_ensembl_peptide                              Pisum sativum Garden pea protein or transcript stable ID     homologs
1312                   psgca024323335v2gb_eg_homolog_chromosome                                     Pisum sativum Garden pea chromosome/scaffold name     homologs
1313                  psgca024323335v2gb_eg_homolog_chrom_start                               Pisum sativum Garden pea chromosome/scaffold start (bp)     homologs
1314                    psgca024323335v2gb_eg_homolog_chrom_end                                 Pisum sativum Garden pea chromosome/scaffold end (bp)     homologs
1315 psgca024323335v2gb_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1316                      psgca024323335v2gb_eg_homolog_subtype                                    Last common ancestor with Pisum sativum Garden pea     homologs
1317               psgca024323335v2gb_eg_homolog_orthology_type                                                Pisum sativum Garden pea homology type     homologs
1318                      psgca024323335v2gb_eg_homolog_perc_id                     %id. target Pisum sativum Garden pea gene identical to query gene     homologs
1319                   psgca024323335v2gb_eg_homolog_perc_id_r1                     %id. query gene identical to target Pisum sativum Garden pea gene     homologs
1320         psgca024323335v2gb_eg_homolog_orthology_confidence                         Pisum sativum Garden pea orthology confidence [0 low, 1 high]     homologs
1321                 psgca964186695v1gb_eg_homolog_ensembl_gene                                                   Pisum sativum JI2822 gene stable ID     homologs
1322         psgca964186695v1gb_eg_homolog_associated_gene_name                                                        Pisum sativum JI2822 gene name     homologs
1323              psgca964186695v1gb_eg_homolog_ensembl_peptide                                  Pisum sativum JI2822 protein or transcript stable ID     homologs
1324                   psgca964186695v1gb_eg_homolog_chromosome                                         Pisum sativum JI2822 chromosome/scaffold name     homologs
1325                  psgca964186695v1gb_eg_homolog_chrom_start                                   Pisum sativum JI2822 chromosome/scaffold start (bp)     homologs
1326                    psgca964186695v1gb_eg_homolog_chrom_end                                     Pisum sativum JI2822 chromosome/scaffold end (bp)     homologs
1327 psgca964186695v1gb_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1328                      psgca964186695v1gb_eg_homolog_subtype                                        Last common ancestor with Pisum sativum JI2822     homologs
1329               psgca964186695v1gb_eg_homolog_orthology_type                                                    Pisum sativum JI2822 homology type     homologs
1330                      psgca964186695v1gb_eg_homolog_perc_id                         %id. target Pisum sativum JI2822 gene identical to query gene     homologs
1331                   psgca964186695v1gb_eg_homolog_perc_id_r1                         %id. query gene identical to target Pisum sativum JI2822 gene     homologs
1332         psgca964186695v1gb_eg_homolog_orthology_confidence                             Pisum sativum JI2822 orthology confidence [0 low, 1 high]     homologs
1333                       ptrichocarpa_eg_homolog_ensembl_gene                                                    Populus trichocarpa gene stable ID     homologs
1334               ptrichocarpa_eg_homolog_associated_gene_name                                                         Populus trichocarpa gene name     homologs
1335                    ptrichocarpa_eg_homolog_ensembl_peptide                                   Populus trichocarpa protein or transcript stable ID     homologs
1336                         ptrichocarpa_eg_homolog_chromosome                                          Populus trichocarpa chromosome/scaffold name     homologs
1337                        ptrichocarpa_eg_homolog_chrom_start                                    Populus trichocarpa chromosome/scaffold start (bp)     homologs
1338                          ptrichocarpa_eg_homolog_chrom_end                                      Populus trichocarpa chromosome/scaffold end (bp)     homologs
1339       ptrichocarpa_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1340                            ptrichocarpa_eg_homolog_subtype                                         Last common ancestor with Populus trichocarpa     homologs
1341                     ptrichocarpa_eg_homolog_orthology_type                                                     Populus trichocarpa homology type     homologs
1342                            ptrichocarpa_eg_homolog_perc_id                          %id. target Populus trichocarpa gene identical to query gene     homologs
1343                         ptrichocarpa_eg_homolog_perc_id_r1                          %id. query gene identical to target Populus trichocarpa gene     homologs
1344               ptrichocarpa_eg_homolog_orthology_confidence                              Populus trichocarpa orthology confidence [0 low, 1 high]     homologs
1345                             pavium_eg_homolog_ensembl_gene                                                           Prunus avium gene stable ID     homologs
1346                     pavium_eg_homolog_associated_gene_name                                                                Prunus avium gene name     homologs
1347                          pavium_eg_homolog_ensembl_peptide                                          Prunus avium protein or transcript stable ID     homologs
1348                               pavium_eg_homolog_chromosome                                                 Prunus avium chromosome/scaffold name     homologs
1349                              pavium_eg_homolog_chrom_start                                           Prunus avium chromosome/scaffold start (bp)     homologs
1350                                pavium_eg_homolog_chrom_end                                             Prunus avium chromosome/scaffold end (bp)     homologs
1351             pavium_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1352                                  pavium_eg_homolog_subtype                                                Last common ancestor with Prunus avium     homologs
1353                           pavium_eg_homolog_orthology_type                                                            Prunus avium homology type     homologs
1354                                  pavium_eg_homolog_perc_id                                 %id. target Prunus avium gene identical to query gene     homologs
1355                               pavium_eg_homolog_perc_id_r1                                 %id. query gene identical to target Prunus avium gene     homologs
1356                     pavium_eg_homolog_orthology_confidence                                     Prunus avium orthology confidence [0 low, 1 high]     homologs
1357                            pdulcis_eg_homolog_ensembl_gene                                                          Prunus dulcis gene stable ID     homologs
1358                    pdulcis_eg_homolog_associated_gene_name                                                               Prunus dulcis gene name     homologs
1359                         pdulcis_eg_homolog_ensembl_peptide                                         Prunus dulcis protein or transcript stable ID     homologs
1360                              pdulcis_eg_homolog_chromosome                                                Prunus dulcis chromosome/scaffold name     homologs
1361                             pdulcis_eg_homolog_chrom_start                                          Prunus dulcis chromosome/scaffold start (bp)     homologs
1362                               pdulcis_eg_homolog_chrom_end                                            Prunus dulcis chromosome/scaffold end (bp)     homologs
1363            pdulcis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1364                                 pdulcis_eg_homolog_subtype                                               Last common ancestor with Prunus dulcis     homologs
1365                          pdulcis_eg_homolog_orthology_type                                                           Prunus dulcis homology type     homologs
1366                                 pdulcis_eg_homolog_perc_id                                %id. target Prunus dulcis gene identical to query gene     homologs
1367                              pdulcis_eg_homolog_perc_id_r1                                %id. query gene identical to target Prunus dulcis gene     homologs
1368                            pdulcis_eg_homolog_wga_coverage                                         Prunus dulcis Whole-genome alignment coverage     homologs
1369                    pdulcis_eg_homolog_orthology_confidence                                    Prunus dulcis orthology confidence [0 low, 1 high]     homologs
1370                           ppersica_eg_homolog_ensembl_gene                                                         Prunus persica gene stable ID     homologs
1371                   ppersica_eg_homolog_associated_gene_name                                                              Prunus persica gene name     homologs
1372                        ppersica_eg_homolog_ensembl_peptide                                        Prunus persica protein or transcript stable ID     homologs
1373                             ppersica_eg_homolog_chromosome                                               Prunus persica chromosome/scaffold name     homologs
1374                            ppersica_eg_homolog_chrom_start                                         Prunus persica chromosome/scaffold start (bp)     homologs
1375                              ppersica_eg_homolog_chrom_end                                           Prunus persica chromosome/scaffold end (bp)     homologs
1376           ppersica_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1377                                ppersica_eg_homolog_subtype                                              Last common ancestor with Prunus persica     homologs
1378                         ppersica_eg_homolog_orthology_type                                                          Prunus persica homology type     homologs
1379                                ppersica_eg_homolog_perc_id                               %id. target Prunus persica gene identical to query gene     homologs
1380                             ppersica_eg_homolog_perc_id_r1                               %id. query gene identical to target Prunus persica gene     homologs
1381                           ppersica_eg_homolog_wga_coverage                                        Prunus persica Whole-genome alignment coverage     homologs
1382                   ppersica_eg_homolog_orthology_confidence                                   Prunus persica orthology confidence [0 low, 1 high]     homologs
1383                            qlobata_eg_homolog_ensembl_gene                                                         Quercus lobata gene stable ID     homologs
1384                    qlobata_eg_homolog_associated_gene_name                                                              Quercus lobata gene name     homologs
1385                         qlobata_eg_homolog_ensembl_peptide                                        Quercus lobata protein or transcript stable ID     homologs
1386                              qlobata_eg_homolog_chromosome                                               Quercus lobata chromosome/scaffold name     homologs
1387                             qlobata_eg_homolog_chrom_start                                         Quercus lobata chromosome/scaffold start (bp)     homologs
1388                               qlobata_eg_homolog_chrom_end                                           Quercus lobata chromosome/scaffold end (bp)     homologs
1389            qlobata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1390                                 qlobata_eg_homolog_subtype                                              Last common ancestor with Quercus lobata     homologs
1391                          qlobata_eg_homolog_orthology_type                                                          Quercus lobata homology type     homologs
1392                                 qlobata_eg_homolog_perc_id                               %id. target Quercus lobata gene identical to query gene     homologs
1393                              qlobata_eg_homolog_perc_id_r1                               %id. query gene identical to target Quercus lobata gene     homologs
1394                    qlobata_eg_homolog_orthology_confidence                                   Quercus lobata orthology confidence [0 low, 1 high]     homologs
1395                             qsuber_eg_homolog_ensembl_gene                                                          Quercus suber gene stable ID     homologs
1396                     qsuber_eg_homolog_associated_gene_name                                                               Quercus suber gene name     homologs
1397                          qsuber_eg_homolog_ensembl_peptide                                         Quercus suber protein or transcript stable ID     homologs
1398                               qsuber_eg_homolog_chromosome                                                Quercus suber chromosome/scaffold name     homologs
1399                              qsuber_eg_homolog_chrom_start                                          Quercus suber chromosome/scaffold start (bp)     homologs
1400                                qsuber_eg_homolog_chrom_end                                            Quercus suber chromosome/scaffold end (bp)     homologs
1401             qsuber_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1402                                  qsuber_eg_homolog_subtype                                               Last common ancestor with Quercus suber     homologs
1403                           qsuber_eg_homolog_orthology_type                                                           Quercus suber homology type     homologs
1404                                  qsuber_eg_homolog_perc_id                                %id. target Quercus suber gene identical to query gene     homologs
1405                               qsuber_eg_homolog_perc_id_r1                                %id. query gene identical to target Quercus suber gene     homologs
1406                     qsuber_eg_homolog_orthology_confidence                                    Quercus suber orthology confidence [0 low, 1 high]     homologs
1407                         rchinensis_eg_homolog_ensembl_gene                                                         Rosa chinensis gene stable ID     homologs
1408                 rchinensis_eg_homolog_associated_gene_name                                                              Rosa chinensis gene name     homologs
1409                      rchinensis_eg_homolog_ensembl_peptide                                        Rosa chinensis protein or transcript stable ID     homologs
1410                           rchinensis_eg_homolog_chromosome                                               Rosa chinensis chromosome/scaffold name     homologs
1411                          rchinensis_eg_homolog_chrom_start                                         Rosa chinensis chromosome/scaffold start (bp)     homologs
1412                            rchinensis_eg_homolog_chrom_end                                           Rosa chinensis chromosome/scaffold end (bp)     homologs
1413         rchinensis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1414                              rchinensis_eg_homolog_subtype                                              Last common ancestor with Rosa chinensis     homologs
1415                       rchinensis_eg_homolog_orthology_type                                                          Rosa chinensis homology type     homologs
1416                              rchinensis_eg_homolog_perc_id                               %id. target Rosa chinensis gene identical to query gene     homologs
1417                           rchinensis_eg_homolog_perc_id_r1                               %id. query gene identical to target Rosa chinensis gene     homologs
1418                         rchinensis_eg_homolog_wga_coverage                                        Rosa chinensis Whole-genome alignment coverage     homologs
1419                 rchinensis_eg_homolog_orthology_confidence                                   Rosa chinensis orthology confidence [0 low, 1 high]     homologs
1420                        sspontaneum_eg_homolog_ensembl_gene                                                   Saccharum spontaneum gene stable ID     homologs
1421                sspontaneum_eg_homolog_associated_gene_name                                                        Saccharum spontaneum gene name     homologs
1422                     sspontaneum_eg_homolog_ensembl_peptide                                  Saccharum spontaneum protein or transcript stable ID     homologs
1423                          sspontaneum_eg_homolog_chromosome                                         Saccharum spontaneum chromosome/scaffold name     homologs
1424                         sspontaneum_eg_homolog_chrom_start                                   Saccharum spontaneum chromosome/scaffold start (bp)     homologs
1425                           sspontaneum_eg_homolog_chrom_end                                     Saccharum spontaneum chromosome/scaffold end (bp)     homologs
1426        sspontaneum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1427                             sspontaneum_eg_homolog_subtype                                        Last common ancestor with Saccharum spontaneum     homologs
1428                      sspontaneum_eg_homolog_orthology_type                                                    Saccharum spontaneum homology type     homologs
1429                             sspontaneum_eg_homolog_perc_id                         %id. target Saccharum spontaneum gene identical to query gene     homologs
1430                          sspontaneum_eg_homolog_perc_id_r1                         %id. query gene identical to target Saccharum spontaneum gene     homologs
1431                sspontaneum_eg_homolog_orthology_confidence                             Saccharum spontaneum orthology confidence [0 low, 1 high]     homologs
1432                           scereale_eg_homolog_ensembl_gene                                                         Secale cereale gene stable ID     homologs
1433                   scereale_eg_homolog_associated_gene_name                                                              Secale cereale gene name     homologs
1434                        scereale_eg_homolog_ensembl_peptide                                        Secale cereale protein or transcript stable ID     homologs
1435                             scereale_eg_homolog_chromosome                                               Secale cereale chromosome/scaffold name     homologs
1436                            scereale_eg_homolog_chrom_start                                         Secale cereale chromosome/scaffold start (bp)     homologs
1437                              scereale_eg_homolog_chrom_end                                           Secale cereale chromosome/scaffold end (bp)     homologs
1438           scereale_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1439                                scereale_eg_homolog_subtype                                              Last common ancestor with Secale cereale     homologs
1440                         scereale_eg_homolog_orthology_type                                                          Secale cereale homology type     homologs
1441                                scereale_eg_homolog_perc_id                               %id. target Secale cereale gene identical to query gene     homologs
1442                             scereale_eg_homolog_perc_id_r1                               %id. query gene identical to target Secale cereale gene     homologs
1443                   scereale_eg_homolog_orthology_confidence                                   Secale cereale orthology confidence [0 low, 1 high]     homologs
1444                    smoellendorffii_eg_homolog_ensembl_gene                                             Selaginella moellendorffii gene stable ID     homologs
1445            smoellendorffii_eg_homolog_associated_gene_name                                                  Selaginella moellendorffii gene name     homologs
1446                 smoellendorffii_eg_homolog_ensembl_peptide                            Selaginella moellendorffii protein or transcript stable ID     homologs
1447                      smoellendorffii_eg_homolog_chromosome                                   Selaginella moellendorffii chromosome/scaffold name     homologs
1448                     smoellendorffii_eg_homolog_chrom_start                             Selaginella moellendorffii chromosome/scaffold start (bp)     homologs
1449                       smoellendorffii_eg_homolog_chrom_end                               Selaginella moellendorffii chromosome/scaffold end (bp)     homologs
1450    smoellendorffii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1451                         smoellendorffii_eg_homolog_subtype                                  Last common ancestor with Selaginella moellendorffii     homologs
1452                  smoellendorffii_eg_homolog_orthology_type                                              Selaginella moellendorffii homology type     homologs
1453                         smoellendorffii_eg_homolog_perc_id                   %id. target Selaginella moellendorffii gene identical to query gene     homologs
1454                      smoellendorffii_eg_homolog_perc_id_r1                   %id. query gene identical to target Selaginella moellendorffii gene     homologs
1455                    smoellendorffii_eg_homolog_wga_coverage                            Selaginella moellendorffii Whole-genome alignment coverage     homologs
1456            smoellendorffii_eg_homolog_orthology_confidence                       Selaginella moellendorffii orthology confidence [0 low, 1 high]     homologs
1457                           sindicum_eg_homolog_ensembl_gene                                                        Sesamum indicum gene stable ID     homologs
1458                   sindicum_eg_homolog_associated_gene_name                                                             Sesamum indicum gene name     homologs
1459                        sindicum_eg_homolog_ensembl_peptide                                       Sesamum indicum protein or transcript stable ID     homologs
1460                             sindicum_eg_homolog_chromosome                                              Sesamum indicum chromosome/scaffold name     homologs
1461                            sindicum_eg_homolog_chrom_start                                        Sesamum indicum chromosome/scaffold start (bp)     homologs
1462                              sindicum_eg_homolog_chrom_end                                          Sesamum indicum chromosome/scaffold end (bp)     homologs
1463           sindicum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1464                                sindicum_eg_homolog_subtype                                             Last common ancestor with Sesamum indicum     homologs
1465                         sindicum_eg_homolog_orthology_type                                                         Sesamum indicum homology type     homologs
1466                                sindicum_eg_homolog_perc_id                              %id. target Sesamum indicum gene identical to query gene     homologs
1467                             sindicum_eg_homolog_perc_id_r1                              %id. query gene identical to target Sesamum indicum gene     homologs
1468                   sindicum_eg_homolog_orthology_confidence                                  Sesamum indicum orthology confidence [0 low, 1 high]     homologs
1469                           sitalica_eg_homolog_ensembl_gene                                                        Setaria italica gene stable ID     homologs
1470                   sitalica_eg_homolog_associated_gene_name                                                             Setaria italica gene name     homologs
1471                        sitalica_eg_homolog_ensembl_peptide                                       Setaria italica protein or transcript stable ID     homologs
1472                             sitalica_eg_homolog_chromosome                                              Setaria italica chromosome/scaffold name     homologs
1473                            sitalica_eg_homolog_chrom_start                                        Setaria italica chromosome/scaffold start (bp)     homologs
1474                              sitalica_eg_homolog_chrom_end                                          Setaria italica chromosome/scaffold end (bp)     homologs
1475           sitalica_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1476                                sitalica_eg_homolog_subtype                                             Last common ancestor with Setaria italica     homologs
1477                         sitalica_eg_homolog_orthology_type                                                         Setaria italica homology type     homologs
1478                                sitalica_eg_homolog_perc_id                              %id. target Setaria italica gene identical to query gene     homologs
1479                             sitalica_eg_homolog_perc_id_r1                              %id. query gene identical to target Setaria italica gene     homologs
1480                           sitalica_eg_homolog_wga_coverage                                       Setaria italica Whole-genome alignment coverage     homologs
1481                   sitalica_eg_homolog_orthology_confidence                                  Setaria italica orthology confidence [0 low, 1 high]     homologs
1482                           sviridis_eg_homolog_ensembl_gene                                                        Setaria viridis gene stable ID     homologs
1483                   sviridis_eg_homolog_associated_gene_name                                                             Setaria viridis gene name     homologs
1484                        sviridis_eg_homolog_ensembl_peptide                                       Setaria viridis protein or transcript stable ID     homologs
1485                             sviridis_eg_homolog_chromosome                                              Setaria viridis chromosome/scaffold name     homologs
1486                            sviridis_eg_homolog_chrom_start                                        Setaria viridis chromosome/scaffold start (bp)     homologs
1487                              sviridis_eg_homolog_chrom_end                                          Setaria viridis chromosome/scaffold end (bp)     homologs
1488           sviridis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1489                                sviridis_eg_homolog_subtype                                             Last common ancestor with Setaria viridis     homologs
1490                         sviridis_eg_homolog_orthology_type                                                         Setaria viridis homology type     homologs
1491                                sviridis_eg_homolog_perc_id                              %id. target Setaria viridis gene identical to query gene     homologs
1492                             sviridis_eg_homolog_perc_id_r1                              %id. query gene identical to target Setaria viridis gene     homologs
1493                           sviridis_eg_homolog_wga_coverage                                       Setaria viridis Whole-genome alignment coverage     homologs
1494                   sviridis_eg_homolog_orthology_confidence                                  Setaria viridis orthology confidence [0 low, 1 high]     homologs
1495                      slycopersicum_eg_homolog_ensembl_gene                                                   Solanum lycopersicum gene stable ID     homologs
1496              slycopersicum_eg_homolog_associated_gene_name                                                        Solanum lycopersicum gene name     homologs
1497                   slycopersicum_eg_homolog_ensembl_peptide                                  Solanum lycopersicum protein or transcript stable ID     homologs
1498                        slycopersicum_eg_homolog_chromosome                                         Solanum lycopersicum chromosome/scaffold name     homologs
1499                       slycopersicum_eg_homolog_chrom_start                                   Solanum lycopersicum chromosome/scaffold start (bp)     homologs
1500                         slycopersicum_eg_homolog_chrom_end                                     Solanum lycopersicum chromosome/scaffold end (bp)     homologs
1501      slycopersicum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1502                           slycopersicum_eg_homolog_subtype                                        Last common ancestor with Solanum lycopersicum     homologs
1503                    slycopersicum_eg_homolog_orthology_type                                                    Solanum lycopersicum homology type     homologs
1504                           slycopersicum_eg_homolog_perc_id                         %id. target Solanum lycopersicum gene identical to query gene     homologs
1505                        slycopersicum_eg_homolog_perc_id_r1                         %id. query gene identical to target Solanum lycopersicum gene     homologs
1506                      slycopersicum_eg_homolog_wga_coverage                                  Solanum lycopersicum Whole-genome alignment coverage     homologs
1507              slycopersicum_eg_homolog_orthology_confidence                             Solanum lycopersicum orthology confidence [0 low, 1 high]     homologs
1508                         stuberosum_eg_homolog_ensembl_gene                                                      Solanum tuberosum gene stable ID     homologs
1509                 stuberosum_eg_homolog_associated_gene_name                                                           Solanum tuberosum gene name     homologs
1510                      stuberosum_eg_homolog_ensembl_peptide                                     Solanum tuberosum protein or transcript stable ID     homologs
1511                           stuberosum_eg_homolog_chromosome                                            Solanum tuberosum chromosome/scaffold name     homologs
1512                          stuberosum_eg_homolog_chrom_start                                      Solanum tuberosum chromosome/scaffold start (bp)     homologs
1513                            stuberosum_eg_homolog_chrom_end                                        Solanum tuberosum chromosome/scaffold end (bp)     homologs
1514         stuberosum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1515                              stuberosum_eg_homolog_subtype                                           Last common ancestor with Solanum tuberosum     homologs
1516                       stuberosum_eg_homolog_orthology_type                                                       Solanum tuberosum homology type     homologs
1517                              stuberosum_eg_homolog_perc_id                            %id. target Solanum tuberosum gene identical to query gene     homologs
1518                           stuberosum_eg_homolog_perc_id_r1                            %id. query gene identical to target Solanum tuberosum gene     homologs
1519                         stuberosum_eg_homolog_wga_coverage                                     Solanum tuberosum Whole-genome alignment coverage     homologs
1520                 stuberosum_eg_homolog_orthology_confidence                                Solanum tuberosum orthology confidence [0 low, 1 high]     homologs
1521                           sbicolor_eg_homolog_ensembl_gene                                                        Sorghum bicolor gene stable ID     homologs
1522                   sbicolor_eg_homolog_associated_gene_name                                                             Sorghum bicolor gene name     homologs
1523                        sbicolor_eg_homolog_ensembl_peptide                                       Sorghum bicolor protein or transcript stable ID     homologs
1524                             sbicolor_eg_homolog_chromosome                                              Sorghum bicolor chromosome/scaffold name     homologs
1525                            sbicolor_eg_homolog_chrom_start                                        Sorghum bicolor chromosome/scaffold start (bp)     homologs
1526                              sbicolor_eg_homolog_chrom_end                                          Sorghum bicolor chromosome/scaffold end (bp)     homologs
1527           sbicolor_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1528                                sbicolor_eg_homolog_subtype                                             Last common ancestor with Sorghum bicolor     homologs
1529                         sbicolor_eg_homolog_orthology_type                                                         Sorghum bicolor homology type     homologs
1530                                sbicolor_eg_homolog_perc_id                              %id. target Sorghum bicolor gene identical to query gene     homologs
1531                             sbicolor_eg_homolog_perc_id_r1                              %id. query gene identical to target Sorghum bicolor gene     homologs
1532                           sbicolor_eg_homolog_wga_coverage                                       Sorghum bicolor Whole-genome alignment coverage     homologs
1533                   sbicolor_eg_homolog_orthology_confidence                                  Sorghum bicolor orthology confidence [0 low, 1 high]     homologs
1534                        sstenocarpa_eg_homolog_ensembl_gene                                                Sphenostylis stenocarpa gene stable ID     homologs
1535                sstenocarpa_eg_homolog_associated_gene_name                                                     Sphenostylis stenocarpa gene name     homologs
1536                     sstenocarpa_eg_homolog_ensembl_peptide                               Sphenostylis stenocarpa protein or transcript stable ID     homologs
1537                          sstenocarpa_eg_homolog_chromosome                                      Sphenostylis stenocarpa chromosome/scaffold name     homologs
1538                         sstenocarpa_eg_homolog_chrom_start                                Sphenostylis stenocarpa chromosome/scaffold start (bp)     homologs
1539                           sstenocarpa_eg_homolog_chrom_end                                  Sphenostylis stenocarpa chromosome/scaffold end (bp)     homologs
1540        sstenocarpa_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1541                             sstenocarpa_eg_homolog_subtype                                     Last common ancestor with Sphenostylis stenocarpa     homologs
1542                      sstenocarpa_eg_homolog_orthology_type                                                 Sphenostylis stenocarpa homology type     homologs
1543                             sstenocarpa_eg_homolog_perc_id                      %id. target Sphenostylis stenocarpa gene identical to query gene     homologs
1544                          sstenocarpa_eg_homolog_perc_id_r1                      %id. query gene identical to target Sphenostylis stenocarpa gene     homologs
1545                sstenocarpa_eg_homolog_orthology_confidence                          Sphenostylis stenocarpa orthology confidence [0 low, 1 high]     homologs
1546                             tcacao_eg_homolog_ensembl_gene                                             Theobroma cacao Matina 1-6 gene stable ID     homologs
1547                     tcacao_eg_homolog_associated_gene_name                                                  Theobroma cacao Matina 1-6 gene name     homologs
1548                          tcacao_eg_homolog_ensembl_peptide                            Theobroma cacao Matina 1-6 protein or transcript stable ID     homologs
1549                               tcacao_eg_homolog_chromosome                                   Theobroma cacao Matina 1-6 chromosome/scaffold name     homologs
1550                              tcacao_eg_homolog_chrom_start                             Theobroma cacao Matina 1-6 chromosome/scaffold start (bp)     homologs
1551                                tcacao_eg_homolog_chrom_end                               Theobroma cacao Matina 1-6 chromosome/scaffold end (bp)     homologs
1552             tcacao_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1553                                  tcacao_eg_homolog_subtype                                  Last common ancestor with Theobroma cacao Matina 1-6     homologs
1554                           tcacao_eg_homolog_orthology_type                                              Theobroma cacao Matina 1-6 homology type     homologs
1555                                  tcacao_eg_homolog_perc_id                   %id. target Theobroma cacao Matina 1-6 gene identical to query gene     homologs
1556                               tcacao_eg_homolog_perc_id_r1                   %id. query gene identical to target Theobroma cacao Matina 1-6 gene     homologs
1557                             tcacao_eg_homolog_wga_coverage                            Theobroma cacao Matina 1-6 Whole-genome alignment coverage     homologs
1558                     tcacao_eg_homolog_orthology_confidence                       Theobroma cacao Matina 1-6 orthology confidence [0 low, 1 high]     homologs
1559                          tpratense_eg_homolog_ensembl_gene                                                     Trifolium pratense gene stable ID     homologs
1560                  tpratense_eg_homolog_associated_gene_name                                                          Trifolium pratense gene name     homologs
1561                       tpratense_eg_homolog_ensembl_peptide                                    Trifolium pratense protein or transcript stable ID     homologs
1562                            tpratense_eg_homolog_chromosome                                           Trifolium pratense chromosome/scaffold name     homologs
1563                           tpratense_eg_homolog_chrom_start                                     Trifolium pratense chromosome/scaffold start (bp)     homologs
1564                             tpratense_eg_homolog_chrom_end                                       Trifolium pratense chromosome/scaffold end (bp)     homologs
1565          tpratense_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1566                               tpratense_eg_homolog_subtype                                          Last common ancestor with Trifolium pratense     homologs
1567                        tpratense_eg_homolog_orthology_type                                                      Trifolium pratense homology type     homologs
1568                               tpratense_eg_homolog_perc_id                           %id. target Trifolium pratense gene identical to query gene     homologs
1569                            tpratense_eg_homolog_perc_id_r1                           %id. query gene identical to target Trifolium pratense gene     homologs
1570                          tpratense_eg_homolog_wga_coverage                                    Trifolium pratense Whole-genome alignment coverage     homologs
1571                  tpratense_eg_homolog_orthology_confidence                               Trifolium pratense orthology confidence [0 low, 1 high]     homologs
1572                          taestivum_eg_homolog_ensembl_gene                                                      Triticum aestivum gene stable ID     homologs
1573                  taestivum_eg_homolog_associated_gene_name                                                           Triticum aestivum gene name     homologs
1574                       taestivum_eg_homolog_ensembl_peptide                                     Triticum aestivum protein or transcript stable ID     homologs
1575                            taestivum_eg_homolog_chromosome                                            Triticum aestivum chromosome/scaffold name     homologs
1576                           taestivum_eg_homolog_chrom_start                                      Triticum aestivum chromosome/scaffold start (bp)     homologs
1577                             taestivum_eg_homolog_chrom_end                                        Triticum aestivum chromosome/scaffold end (bp)     homologs
1578          taestivum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1579                               taestivum_eg_homolog_subtype                                           Last common ancestor with Triticum aestivum     homologs
1580                        taestivum_eg_homolog_orthology_type                                                       Triticum aestivum homology type     homologs
1581                               taestivum_eg_homolog_perc_id                            %id. target Triticum aestivum gene identical to query gene     homologs
1582                            taestivum_eg_homolog_perc_id_r1                            %id. query gene identical to target Triticum aestivum gene     homologs
1583                          taestivum_eg_homolog_wga_coverage                                     Triticum aestivum Whole-genome alignment coverage     homologs
1584                  taestivum_eg_homolog_orthology_confidence                                Triticum aestivum orthology confidence [0 low, 1 high]     homologs
1585                       tdicoccoides_eg_homolog_ensembl_gene                                                   Triticum dicoccoides gene stable ID     homologs
1586               tdicoccoides_eg_homolog_associated_gene_name                                                        Triticum dicoccoides gene name     homologs
1587                    tdicoccoides_eg_homolog_ensembl_peptide                                  Triticum dicoccoides protein or transcript stable ID     homologs
1588                         tdicoccoides_eg_homolog_chromosome                                         Triticum dicoccoides chromosome/scaffold name     homologs
1589                        tdicoccoides_eg_homolog_chrom_start                                   Triticum dicoccoides chromosome/scaffold start (bp)     homologs
1590                          tdicoccoides_eg_homolog_chrom_end                                     Triticum dicoccoides chromosome/scaffold end (bp)     homologs
1591       tdicoccoides_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1592                            tdicoccoides_eg_homolog_subtype                                        Last common ancestor with Triticum dicoccoides     homologs
1593                     tdicoccoides_eg_homolog_orthology_type                                                    Triticum dicoccoides homology type     homologs
1594                            tdicoccoides_eg_homolog_perc_id                         %id. target Triticum dicoccoides gene identical to query gene     homologs
1595                         tdicoccoides_eg_homolog_perc_id_r1                         %id. query gene identical to target Triticum dicoccoides gene     homologs
1596                       tdicoccoides_eg_homolog_wga_coverage                                  Triticum dicoccoides Whole-genome alignment coverage     homologs
1597               tdicoccoides_eg_homolog_orthology_confidence                             Triticum dicoccoides orthology confidence [0 low, 1 high]     homologs
1598                            tspelta_eg_homolog_ensembl_gene                                                        Triticum spelta gene stable ID     homologs
1599                    tspelta_eg_homolog_associated_gene_name                                                             Triticum spelta gene name     homologs
1600                         tspelta_eg_homolog_ensembl_peptide                                       Triticum spelta protein or transcript stable ID     homologs
1601                              tspelta_eg_homolog_chromosome                                              Triticum spelta chromosome/scaffold name     homologs
1602                             tspelta_eg_homolog_chrom_start                                        Triticum spelta chromosome/scaffold start (bp)     homologs
1603                               tspelta_eg_homolog_chrom_end                                          Triticum spelta chromosome/scaffold end (bp)     homologs
1604            tspelta_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1605                                 tspelta_eg_homolog_subtype                                             Last common ancestor with Triticum spelta     homologs
1606                          tspelta_eg_homolog_orthology_type                                                         Triticum spelta homology type     homologs
1607                                 tspelta_eg_homolog_perc_id                              %id. target Triticum spelta gene identical to query gene     homologs
1608                              tspelta_eg_homolog_perc_id_r1                              %id. query gene identical to target Triticum spelta gene     homologs
1609                    tspelta_eg_homolog_orthology_confidence                                  Triticum spelta orthology confidence [0 low, 1 high]     homologs
1610                       ttimopheevii_eg_homolog_ensembl_gene                                                   Triticum timopheevii gene stable ID     homologs
1611               ttimopheevii_eg_homolog_associated_gene_name                                                        Triticum timopheevii gene name     homologs
1612                    ttimopheevii_eg_homolog_ensembl_peptide                                  Triticum timopheevii protein or transcript stable ID     homologs
1613                         ttimopheevii_eg_homolog_chromosome                                         Triticum timopheevii chromosome/scaffold name     homologs
1614                        ttimopheevii_eg_homolog_chrom_start                                   Triticum timopheevii chromosome/scaffold start (bp)     homologs
1615                          ttimopheevii_eg_homolog_chrom_end                                     Triticum timopheevii chromosome/scaffold end (bp)     homologs
1616       ttimopheevii_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1617                            ttimopheevii_eg_homolog_subtype                                        Last common ancestor with Triticum timopheevii     homologs
1618                     ttimopheevii_eg_homolog_orthology_type                                                    Triticum timopheevii homology type     homologs
1619                            ttimopheevii_eg_homolog_perc_id                         %id. target Triticum timopheevii gene identical to query gene     homologs
1620                         ttimopheevii_eg_homolog_perc_id_r1                         %id. query gene identical to target Triticum timopheevii gene     homologs
1621               ttimopheevii_eg_homolog_orthology_confidence                             Triticum timopheevii orthology confidence [0 low, 1 high]     homologs
1622                          tturgidum_eg_homolog_ensembl_gene                                                      Triticum turgidum gene stable ID     homologs
1623                  tturgidum_eg_homolog_associated_gene_name                                                           Triticum turgidum gene name     homologs
1624                       tturgidum_eg_homolog_ensembl_peptide                                     Triticum turgidum protein or transcript stable ID     homologs
1625                            tturgidum_eg_homolog_chromosome                                            Triticum turgidum chromosome/scaffold name     homologs
1626                           tturgidum_eg_homolog_chrom_start                                      Triticum turgidum chromosome/scaffold start (bp)     homologs
1627                             tturgidum_eg_homolog_chrom_end                                        Triticum turgidum chromosome/scaffold end (bp)     homologs
1628          tturgidum_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1629                               tturgidum_eg_homolog_subtype                                           Last common ancestor with Triticum turgidum     homologs
1630                        tturgidum_eg_homolog_orthology_type                                                       Triticum turgidum homology type     homologs
1631                               tturgidum_eg_homolog_perc_id                            %id. target Triticum turgidum gene identical to query gene     homologs
1632                            tturgidum_eg_homolog_perc_id_r1                            %id. query gene identical to target Triticum turgidum gene     homologs
1633                          tturgidum_eg_homolog_wga_coverage                                     Triticum turgidum Whole-genome alignment coverage     homologs
1634                  tturgidum_eg_homolog_orthology_confidence                                Triticum turgidum orthology confidence [0 low, 1 high]     homologs
1635                            turartu_eg_homolog_ensembl_gene                                                        Triticum urartu gene stable ID     homologs
1636                    turartu_eg_homolog_associated_gene_name                                                             Triticum urartu gene name     homologs
1637                         turartu_eg_homolog_ensembl_peptide                                       Triticum urartu protein or transcript stable ID     homologs
1638                              turartu_eg_homolog_chromosome                                              Triticum urartu chromosome/scaffold name     homologs
1639                             turartu_eg_homolog_chrom_start                                        Triticum urartu chromosome/scaffold start (bp)     homologs
1640                               turartu_eg_homolog_chrom_end                                          Triticum urartu chromosome/scaffold end (bp)     homologs
1641            turartu_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1642                                 turartu_eg_homolog_subtype                                             Last common ancestor with Triticum urartu     homologs
1643                          turartu_eg_homolog_orthology_type                                                         Triticum urartu homology type     homologs
1644                                 turartu_eg_homolog_perc_id                              %id. target Triticum urartu gene identical to query gene     homologs
1645                              turartu_eg_homolog_perc_id_r1                              %id. query gene identical to target Triticum urartu gene     homologs
1646                    turartu_eg_homolog_orthology_confidence                                  Triticum urartu orthology confidence [0 low, 1 high]     homologs
1647                              vfaba_eg_homolog_ensembl_gene                                                             Vicia faba gene stable ID     homologs
1648                      vfaba_eg_homolog_associated_gene_name                                                                  Vicia faba gene name     homologs
1649                           vfaba_eg_homolog_ensembl_peptide                                            Vicia faba protein or transcript stable ID     homologs
1650                                vfaba_eg_homolog_chromosome                                                   Vicia faba chromosome/scaffold name     homologs
1651                               vfaba_eg_homolog_chrom_start                                             Vicia faba chromosome/scaffold start (bp)     homologs
1652                                 vfaba_eg_homolog_chrom_end                                               Vicia faba chromosome/scaffold end (bp)     homologs
1653              vfaba_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1654                                   vfaba_eg_homolog_subtype                                                  Last common ancestor with Vicia faba     homologs
1655                            vfaba_eg_homolog_orthology_type                                                              Vicia faba homology type     homologs
1656                                   vfaba_eg_homolog_perc_id                                   %id. target Vicia faba gene identical to query gene     homologs
1657                                vfaba_eg_homolog_perc_id_r1                                   %id. query gene identical to target Vicia faba gene     homologs
1658                      vfaba_eg_homolog_orthology_confidence                                       Vicia faba orthology confidence [0 low, 1 high]     homologs
1659                         vangularis_eg_homolog_ensembl_gene                                                        Vigna angularis gene stable ID     homologs
1660                 vangularis_eg_homolog_associated_gene_name                                                             Vigna angularis gene name     homologs
1661                      vangularis_eg_homolog_ensembl_peptide                                       Vigna angularis protein or transcript stable ID     homologs
1662                           vangularis_eg_homolog_chromosome                                              Vigna angularis chromosome/scaffold name     homologs
1663                          vangularis_eg_homolog_chrom_start                                        Vigna angularis chromosome/scaffold start (bp)     homologs
1664                            vangularis_eg_homolog_chrom_end                                          Vigna angularis chromosome/scaffold end (bp)     homologs
1665         vangularis_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1666                              vangularis_eg_homolog_subtype                                             Last common ancestor with Vigna angularis     homologs
1667                       vangularis_eg_homolog_orthology_type                                                         Vigna angularis homology type     homologs
1668                              vangularis_eg_homolog_perc_id                              %id. target Vigna angularis gene identical to query gene     homologs
1669                           vangularis_eg_homolog_perc_id_r1                              %id. query gene identical to target Vigna angularis gene     homologs
1670                         vangularis_eg_homolog_wga_coverage                                       Vigna angularis Whole-genome alignment coverage     homologs
1671                 vangularis_eg_homolog_orthology_confidence                                  Vigna angularis orthology confidence [0 low, 1 high]     homologs
1672                           vradiata_eg_homolog_ensembl_gene                                                          Vigna radiata gene stable ID     homologs
1673                   vradiata_eg_homolog_associated_gene_name                                                               Vigna radiata gene name     homologs
1674                        vradiata_eg_homolog_ensembl_peptide                                         Vigna radiata protein or transcript stable ID     homologs
1675                             vradiata_eg_homolog_chromosome                                                Vigna radiata chromosome/scaffold name     homologs
1676                            vradiata_eg_homolog_chrom_start                                          Vigna radiata chromosome/scaffold start (bp)     homologs
1677                              vradiata_eg_homolog_chrom_end                                            Vigna radiata chromosome/scaffold end (bp)     homologs
1678           vradiata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1679                                vradiata_eg_homolog_subtype                                               Last common ancestor with Vigna radiata     homologs
1680                         vradiata_eg_homolog_orthology_type                                                           Vigna radiata homology type     homologs
1681                                vradiata_eg_homolog_perc_id                                %id. target Vigna radiata gene identical to query gene     homologs
1682                             vradiata_eg_homolog_perc_id_r1                                %id. query gene identical to target Vigna radiata gene     homologs
1683                           vradiata_eg_homolog_wga_coverage                                         Vigna radiata Whole-genome alignment coverage     homologs
1684                   vradiata_eg_homolog_orthology_confidence                                    Vigna radiata orthology confidence [0 low, 1 high]     homologs
1685                       vunguiculata_eg_homolog_ensembl_gene                                                      Vigna unguiculata gene stable ID     homologs
1686               vunguiculata_eg_homolog_associated_gene_name                                                           Vigna unguiculata gene name     homologs
1687                    vunguiculata_eg_homolog_ensembl_peptide                                     Vigna unguiculata protein or transcript stable ID     homologs
1688                         vunguiculata_eg_homolog_chromosome                                            Vigna unguiculata chromosome/scaffold name     homologs
1689                        vunguiculata_eg_homolog_chrom_start                                      Vigna unguiculata chromosome/scaffold start (bp)     homologs
1690                          vunguiculata_eg_homolog_chrom_end                                        Vigna unguiculata chromosome/scaffold end (bp)     homologs
1691       vunguiculata_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1692                            vunguiculata_eg_homolog_subtype                                           Last common ancestor with Vigna unguiculata     homologs
1693                     vunguiculata_eg_homolog_orthology_type                                                       Vigna unguiculata homology type     homologs
1694                            vunguiculata_eg_homolog_perc_id                            %id. target Vigna unguiculata gene identical to query gene     homologs
1695                         vunguiculata_eg_homolog_perc_id_r1                            %id. query gene identical to target Vigna unguiculata gene     homologs
1696               vunguiculata_eg_homolog_orthology_confidence                                Vigna unguiculata orthology confidence [0 low, 1 high]     homologs
1697                          vvinifera_eg_homolog_ensembl_gene                                                         Vitis vinifera gene stable ID     homologs
1698                  vvinifera_eg_homolog_associated_gene_name                                                              Vitis vinifera gene name     homologs
1699                       vvinifera_eg_homolog_ensembl_peptide                                        Vitis vinifera protein or transcript stable ID     homologs
1700                            vvinifera_eg_homolog_chromosome                                               Vitis vinifera chromosome/scaffold name     homologs
1701                           vvinifera_eg_homolog_chrom_start                                         Vitis vinifera chromosome/scaffold start (bp)     homologs
1702                             vvinifera_eg_homolog_chrom_end                                           Vitis vinifera chromosome/scaffold end (bp)     homologs
1703          vvinifera_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1704                               vvinifera_eg_homolog_subtype                                              Last common ancestor with Vitis vinifera     homologs
1705                        vvinifera_eg_homolog_orthology_type                                                          Vitis vinifera homology type     homologs
1706                               vvinifera_eg_homolog_perc_id                               %id. target Vitis vinifera gene identical to query gene     homologs
1707                            vvinifera_eg_homolog_perc_id_r1                               %id. query gene identical to target Vitis vinifera gene     homologs
1708                          vvinifera_eg_homolog_wga_coverage                                        Vitis vinifera Whole-genome alignment coverage     homologs
1709                  vvinifera_eg_homolog_orthology_confidence                                   Vitis vinifera orthology confidence [0 low, 1 high]     homologs
1710                              zmays_eg_homolog_ensembl_gene                                                               Zea mays gene stable ID     homologs
1711                      zmays_eg_homolog_associated_gene_name                                                                    Zea mays gene name     homologs
1712                           zmays_eg_homolog_ensembl_peptide                                              Zea mays protein or transcript stable ID     homologs
1713                                zmays_eg_homolog_chromosome                                                     Zea mays chromosome/scaffold name     homologs
1714                               zmays_eg_homolog_chrom_start                                               Zea mays chromosome/scaffold start (bp)     homologs
1715                                 zmays_eg_homolog_chrom_end                                                 Zea mays chromosome/scaffold end (bp)     homologs
1716              zmays_eg_homolog_canonical_transcript_protein                                                        Query protein or transcript ID     homologs
1717                                   zmays_eg_homolog_subtype                                                    Last common ancestor with Zea mays     homologs
1718                            zmays_eg_homolog_orthology_type                                                                Zea mays homology type     homologs
1719                                   zmays_eg_homolog_perc_id                                     %id. target Zea mays gene identical to query gene     homologs
1720                                zmays_eg_homolog_perc_id_r1                                     %id. query gene identical to target Zea mays gene     homologs
1721                      zmays_eg_homolog_orthology_confidence                                         Zea mays orthology confidence [0 low, 1 high]     homologs
1722                          athaliana_eg_paralog_ensembl_gene                                         Arabidopsis thaliana paralogue gene stable ID     homologs
1723                  athaliana_eg_paralog_associated_gene_name                                   Arabidopsis thaliana paralogue associated gene name     homologs
1724                       athaliana_eg_paralog_ensembl_peptide                               Arabidopsis thaliana paralogue protein or transcript ID     homologs
1725                            athaliana_eg_paralog_chromosome                               Arabidopsis thaliana paralogue chromosome/scaffold name     homologs
1726                           athaliana_eg_paralog_chrom_start                         Arabidopsis thaliana paralogue chromosome/scaffold start (bp)     homologs
1727                             athaliana_eg_paralog_chrom_end                           Arabidopsis thaliana paralogue chromosome/scaffold end (bp)     homologs
1728          athaliana_eg_paralog_canonical_transcript_protein                                              Paralogue query protein or transcript ID     homologs
1729                               athaliana_eg_paralog_subtype                              Paralogue last common ancestor with Arabidopsis thaliana     homologs
1730                        athaliana_eg_paralog_orthology_type                                          Arabidopsis thaliana paralogue homology type     homologs
1731                               athaliana_eg_paralog_perc_id               Paralogue %id. target Arabidopsis thaliana gene identical to query gene     homologs
1732                            athaliana_eg_paralog_perc_id_r1               Paralogue %id. query gene identical to target Arabidopsis thaliana gene     homologs
1733                                            ensembl_gene_id                                                                        Gene stable ID          snp
1734                                      ensembl_transcript_id                                                                  Transcript stable ID          snp
1735                                         ensembl_peptide_id                                                                     Protein stable ID          snp
1736                                            chromosome_name                                                              Chromosome/scaffold name          snp
1737                                             start_position                                                                       Gene start (bp)          snp
1738                                               end_position                                                                         Gene end (bp)          snp
1739                                                     strand                                                                                Strand          snp
1740                                                       band                                                                        Karyotype band          snp
1741                                         external_gene_name                                                                             Gene name          snp
1742                                       external_gene_source                                                                   Source of gene name          snp
1743                                           transcript_count                                                                      Transcript count          snp
1744                                 percentage_gene_gc_content                                                                     Gene % GC content          snp
1745                                                description                                                                      Gene description          snp
1746                                             variation_name                                                                          Variant name          snp
1747                                 germ_line_variation_source                                                                        Variant source          snp
1748                                         source_description                                                            Variant source description          snp
1749                                                     allele                                                                       Variant alleles          snp
1750                                                  validated                                                           Variant supporting evidence          snp
1751                                                  mapweight                                                                             Mapweight          snp
1752                                               minor_allele                                                                          Minor allele          snp
1753                                          minor_allele_freq                                                                Minor allele frequency          snp
1754                                         minor_allele_count                                                                    Minor allele count          snp
1755                                      clinical_significance                                                                 Clinical significance          snp
1756                                        transcript_location                                                              Transcript location (bp)          snp
1757                                      snp_chromosome_strand                                                             Variant chromosome Strand          snp
1758                                           peptide_location                                                                 Protein location (aa)          snp
1759                                           chromosome_start                                               chromosome/scaffold position start (bp)          snp
1760                                             chromosome_end                                                 Chromosome/scaffold position end (bp)          snp
1761                                   polyphen_prediction_2076                                                                   PolyPhen prediction          snp
1762                                        polyphen_score_2076                                                                        PolyPhen score          snp
1763                                       sift_prediction_2076                                                                       SIFT prediction          snp
1764                                            sift_score_2076                                                                            SIFT score          snp
1765                                distance_to_transcript_2076                                                                Distance to transcript          snp
1766                                             cds_start_2076                                                                             CDS start          snp
1767                                               cds_end_2076                                                                               CDS end          snp
1768                                              peptide_shift                                                                        Protein allele          snp
1769                                          synonymous_status                                                                   Variant consequence          snp
1770                                         allele_string_2076                                                           Consequence specific allele          snp
1771                                     transcript_exon_intron                                                                Unspliced (Transcript)    sequences
1772                                           gene_exon_intron                                                                      Unspliced (Gene)    sequences
1773                                           transcript_flank                                                                    Flank (Transcript)    sequences
1774                                                 gene_flank                                                                          Flank (Gene)    sequences
1775                                    coding_transcript_flank                                                      Flank-coding region (Transcript)    sequences
1776                                          coding_gene_flank                                                            Flank-coding region (Gene)    sequences
1777                                                       5utr                                                                                5' UTR    sequences
1778                                                       3utr                                                                                3' UTR    sequences
1779                                                  gene_exon                                                                        Exon sequences    sequences
1780                                                       cdna                                                                        cDNA sequences    sequences
1781                                                     coding                                                                       Coding sequence    sequences
1782                                                    peptide                                                                               Peptide    sequences
1783                                             upstream_flank                                                                        upstream_flank    sequences
1784                                           downstream_flank                                                                      downstream_flank    sequences
1785                                            ensembl_gene_id                                                                        Gene stable ID    sequences
1786                                                description                                                                      Gene description    sequences
1787                                         external_gene_name                                                                             Gene name    sequences
1788                                       external_gene_source                                                                   Source of gene name    sequences
1789                                            chromosome_name                                                              Chromosome/scaffold name    sequences
1790                                             start_position                                                                       Gene start (bp)    sequences
1791                                               end_position                                                                         Gene end (bp)    sequences
1792                                               gene_biotype                                                                             Gene type    sequences
1793                                                    uniparc                                                                            UniParc ID    sequences
1794                                           uniprotswissprot                                                               UniProtKB/Swiss-Prot ID    sequences
1795                                            uniprotsptrembl                                                                   UniProtKB/TrEMBL ID    sequences
1796                                          cdna_coding_start                                                               CDS start (within cDNA)    sequences
1797                                            cdna_coding_end                                                                 CDS end (within cDNA)    sequences
1798                                                5_utr_start                                                                          5' UTR start    sequences
1799                                                  5_utr_end                                                                            5' UTR end    sequences
1800                                                3_utr_start                                                                          3' UTR start    sequences
1801                                                  3_utr_end                                                                            3' UTR end    sequences
1802                                      ensembl_transcript_id                                                                  Transcript stable ID    sequences
1803                                         ensembl_peptide_id                                                                     Protein stable ID    sequences
1804                                         transcript_biotype                                                                       Transcript type    sequences
1805                                                     strand                                                                                Strand    sequences
1806                                           transcript_start                                                                 Transcript start (bp)    sequences
1807                                             transcript_end                                                                   Transcript end (bp)    sequences
1808                                   transcription_start_site                                                        Transcription start site (TSS)    sequences
1809                                          transcript_length                                            Transcript length (including UTRs and CDS)    sequences
1810                                                 cds_length                                                                            CDS Length    sequences
1811                                                  cds_start                                                                             CDS start    sequences
1812                                                    cds_end                                                                               CDS end    sequences
1813                                            ensembl_exon_id                                                                        Exon stable ID    sequences
1814                                           exon_chrom_start                                                                Exon region start (bp)    sequences
1815                                             exon_chrom_end                                                                  Exon region end (bp)    sequences
1816                                                     strand                                                                                Strand    sequences
1817                                                       rank                                                               Exon rank in transcript    sequences
1818                                                      phase                                                                           Start phase    sequences
1819                                                  end_phase                                                                             End phase    sequences
1820                                          cdna_coding_start                                                                     cDNA coding start    sequences
1821                                            cdna_coding_end                                                                       cDNA coding end    sequences
1822                                       genomic_coding_start                                                                  Genomic coding start    sequences
1823                                         genomic_coding_end                                                                    Genomic coding end    sequences
1824                                            is_constitutive                                                                     Constitutive exon    sequences
getBM(attributes=c("ensembl_gene_id", "description"), mart=mymart)[1:4,]
  ensembl_gene_id                                                 description
1       AT3G11415 ncRNA [Source:NCBI gene (formerly Entrezgene);Acc:10723045]
2       AT1G31258  ncRNA [Source:NCBI gene (formerly Entrezgene);Acc:5007746]
3       AT5G24735  ncRNA [Source:NCBI gene (formerly Entrezgene);Acc:5008225]
4       AT2G45780   ncRNA [Source:NCBI gene (formerly Entrezgene);Acc:819186]

Efficient Sequence Parsing from Genome Files

getSeq — parse sequences for any GRanges annotations

Parse all ranges defined in a GRanges object from a genome FASTA file:

library(Biostrings); library(Rsamtools)

# Create a random test genome and write to file
gff <- gff[values(gff)$type != "chromosome"]
rand <- DNAStringSet(sapply(
    unique(as.character(seqnames(gff))),
    function(x) paste(sample(c("A","T","G","C"), 200000, replace=TRUE), collapse="")
))
writeXStringSet(DNAStringSet(rand), "./data/test")

# Parse sequences for all annotated ranges
getSeq(FaFile("./data/test"), gff)
DNAStringSet object of length 442:
      width seq                                                                                                                                                                                         names               
  [1]  2269 TTTAAGTTAATCATAACGGCGCTTAGGACCATGAGCACTAGAGTATGCTACGTCAATTGCTTTGGGCGTGTTGAAGTAGTGGATCAAATGAG...GCGAGACGTTCCCATCTGTTCGCTGGTACAAGCTGTAATCTAAGTTAAAGCAGACCATGTAAATAGAACTGGACATAGGACTAATTCAGCCA Chr1
  [2]  2269 TTTAAGTTAATCATAACGGCGCTTAGGACCATGAGCACTAGAGTATGCTACGTCAATTGCTTTGGGCGTGTTGAAGTAGTGGATCAAATGAG...GCGAGACGTTCCCATCTGTTCGCTGGTACAAGCTGTAATCTAAGTTAAAGCAGACCATGTAAATAGAACTGGACATAGGACTAATTCAGCCA Chr1
  [3]  1871 TTACGGCCTAGGATCAGGGGCGTCTATTCGGTATCATTCAAATTAAGAGACGGATCTTGAGGACTACGGGGATGTCTAAAGGACTTGGGCTC...ACCTAACTGGCGTGTTAGATGATGAGGTCCGAAAGATTGCGATACCGATCAGATGCAACGAGCGAGTATATTTGTCCCCAGGCGTTTTATGG Chr1
  [4]   283 TTTAAGTTAATCATAACGGCGCTTAGGACCATGAGCACTAGAGTATGCTACGTCAATTGCTTTGGGCGTGTTGAAGTAGTGGATCAAATGAG...ACTACGGGGATGTCTAAAGGACTTGGGCTCGCTACTTTTAATGGTGTAAACAGGGGGGCAGGCAAGATCGTACCAATAAGGTAGAGTGTCTA Chr1
  [5]   129 TTTAAGTTAATCATAACGGCGCTTAGGACCATGAGCACTAGAGTATGCTACGTCAATTGCTTTGGGCGTGTTGAAGTAGTGGATCAAATGAGTTGAGAAGCAGTTTTTAGTCACATGGAAGGCAAAGCA                                                           Chr1
  ...   ... ...
[438]   324 GTACTCCAACATCCAAAGCGCTCTATTCCGCTTACTGACATCAATCAAGCCAAAGTGATTGGCGCAAACGTCGCGAACCTTATAAGACAGTC...AACCGGTTCTGTAATCTTCTGACACGTTTTGCCACACTGGTGTCGCACACAAAGCCTATAATACTAGGGTCGGAGGGGATCGCTAACATAAG ChrM
[439]   324 GTACTCCAACATCCAAAGCGCTCTATTCCGCTTACTGACATCAATCAAGCCAAAGTGATTGGCGCAAACGTCGCGAACCTTATAAGACAGTC...AACCGGTTCTGTAATCTTCTGACACGTTTTGCCACACTGGTGTCGCACACAAAGCCTATAATACTAGGGTCGGAGGGGATCGCTAACATAAG ChrM
[440]   324 GTACTCCAACATCCAAAGCGCTCTATTCCGCTTACTGACATCAATCAAGCCAAAGTGATTGGCGCAAACGTCGCGAACCTTATAAGACAGTC...AACCGGTTCTGTAATCTTCTGACACGTTTTGCCACACTGGTGTCGCACACAAAGCCTATAATACTAGGGTCGGAGGGGATCGCTAACATAAG ChrM
[441]   324 GTACTCCAACATCCAAAGCGCTCTATTCCGCTTACTGACATCAATCAAGCCAAAGTGATTGGCGCAAACGTCGCGAACCTTATAAGACAGTC...AACCGGTTCTGTAATCTTCTGACACGTTTTGCCACACTGGTGTCGCACACAAAGCCTATAATACTAGGGTCGGAGGGGATCGCTAACATAAG ChrM
[442]   324 GTACTCCAACATCCAAAGCGCTCTATTCCGCTTACTGACATCAATCAAGCCAAAGTGATTGGCGCAAACGTCGCGAACCTTATAAGACAGTC...AACCGGTTCTGTAATCTTCTGACACGTTTTGCCACACTGGTGTCGCACACAAAGCCTATAATACTAGGGTCGGAGGGGATCGCTAACATAAG ChrM

extractTranscriptSeqs — splice-aware transcript parsing

For multi-exon transcripts, exon sequences must be extracted and concatenated. extractTranscriptSeqs handles this automatically:

library(GenomicFeatures); library(Biostrings); library(Rsamtools)

txdb <- loadDb("./data/TAIR10.sqlite")
indexFa("data/test")                                    # index the genome FASTA first
[1] "data/test.fai"
txseq <- extractTranscriptSeqs(
    FaFile("data/test"),
    txdb,
    use.names=TRUE
)
txseq
DNAStringSet object of length 28:
     width seq                                                                                                                                                                                          names               
 [1]  1688 TTTAAGTTAATCATAACGGCGCTTAGGACCATGAGCACTAGAGTATGCTACGTCAATTGCTTTGGGCGTGTTGAAGTAGTGGATCAAATGAGT...GCGAGACGTTCCCATCTGTTCGCTGGTACAAGCTGTAATCTAAGTTAAAGCAGACCATGTAAATAGAACTGGACATAGGACTAATTCAGCCA AT1G01010.1
 [2]  1623 GTGGACCTATTCACTCCCTTCTACGTGCAATTTCCTCAGTGAATCCGAGGGGGGCCTACCACTCTATTACGCCCGAACGGGGTCCGCTCATTC...TAGGTCGCCGCCTCAAGGGGGAGCGGCTCTGGATCCGGTGTTGCGCTTTCGTAAATCTTTGTGTAGCCCCAGTCCCGCTGACTAGGCTCAAA AT1G01020.1
 [3]  1085 GTGGACCTATTCACTCCCTTCTACGTGCAATTTCCTCAGTGAATCCGAGGGGGGCCTACCACTCTATTACGCCCGAACGGGGTCCGCTCATTC...CGTATACACTGCGCGGGGGGCGATACACGCATTCACGCCGTCACGCCTATGCTGGGCTATGATCTGCATATTGCTCATCAACCGAGTCGGAA AT1G01020.2
 [4]  1905 GTATCCGGGTGATTACTGCTGTGTCCGCGTATGTTGTTGAATTACCGAATTGTGTGCACGATCGAGTGTCGTGCTAAGGAGAACCACGACGGG...GGGCCGGCGGGCGACTACCGATAGGGTACTGCCAAAGCAACCATGTGTCTCATCCAACTACACGGAGTAATCGGAACATCAAGTCACCGGAT AT1G01030.1
 [5]  1239 GAGATGACTGTTCAAACCTCGGTATGCACAAATTGACGCAAAGCCATACTGCCGCGCAGCTCTTCGGATGATCGTGTGAGCGAACAGTGACCC...TGTGTTTACGAAAGACTGGCACTGTAATACACAATCAGCCGAACTGGTGTTCTCACCCCAGCATGACTCTTAGGGGAGCGTTGACGTCGACG AT2G01008.1
 ...   ... ...
[24]  1062 TTCGCTCGAATGTACAAACACGCACCGCCCATACTACGAAGCAGCAGAATGTTTACGCAGTAGCACGTGCCCTGTCTTCTGTGCCTCCAATTG...AAAGCAAAAATCTGGAGGGGTTTGGAAGTAGAATTGCAACTGCCCCTACAAAACCTCCTGCAAAACGCATAAAAATTAATTTGCGATAAACG ATCG00020.1
[25]    72 TCATGCCATGAAGCCTATATACAGGGGCATCATCGTGCCGTGTTCCTGAGGGGCCGTCTCTTAATTACCGTA                                                                                                                     ATCG00030.1
[26]   324 GTACTCCAACATCCAAAGCGCTCTATTCCGCTTACTGACATCAATCAAGCCAAAGTGATTGGCGCAAACGTCGCGAACCTTATAAGACAGTCT...AACCGGTTCTGTAATCTTCTGACACGTTTTGCCACACTGGTGTCGCACACAAAGCCTATAATACTAGGGTCGGAGGGGATCGCTAACATAAG ATMG00030.1
[27]   462 TCTAATGTGAACAGTGCTAAGTAGTAATGGCGGTAAGCATAAGAGTCCAATAAGTCAGAGTTATTACATCCCGGCGAAGGGATTCCGTTCGCC...TCTGAAAAGAAGTGTGGCACCACCCGGATAGCTGACCGCTAATGAGGATAACTACCAACGGACATTATTGACACGGTATAATGAGGGGAACC ATMG00010.1
[28]  2568 TTACGCTCTAGTGTGTGCTCTTTGCTTAATCAATATCTGGCGTGGAAGGGATTTTACTTGCCTGCTAAATAATAACCTCCTTAAGTTTTGGTT...CGTCTCTGCAGACCGCTGTCAAGTGGCAGTTACCCGTCCCTTATCACAAGAGTCCCACTGCCGCCCATAAGTGACCTGAGGTCCCCGAGGCA ATMG00020.1

Tip

Use getSeq for simple range extraction (genes, peaks, features).
Use extractTranscriptSeqs when you need spliced transcript sequences that span multiple exons.

HW05

Important

Assignment: HW05 — NGS Analysis Basics

The homework is based on the sequence analysis, FASTQ processing, and range operations covered in this tutorial.

Summary — Key Functions by Topic

Biostrings — sequences

Function Purpose
readDNAStringSet() import FASTA file
writeXStringSet() export to FASTA
reverseComplement() reverse complement
translate() DNA → protein
matchPattern() / vmatchPattern() pattern matching (with mismatches)
countPattern() / vcountPattern() count matches
PWM() / matchPWM() position weight matrix search

ShortRead — FASTQ

Function Purpose
readFastq() import FASTQ file
sread(), quality(), id() access sequence, quality, ID
seeFastqPlot() QC report (systemPipeR)
trimLRPatterns() adapter trimming
trimTails() quality tail trimming
nFilter(), polynFilter() N and complexity filters
FastqStreamer() / yield() memory-efficient streaming

GenomicRanges — ranges

Function Purpose
import.gff() GFF/GTF → GRanges
findOverlaps() find overlapping ranges
subsetByOverlaps() keep overlapping ranges
reduce() / coverage() merge / per-base coverage
getSeq() extract sequences for ranges
extractTranscriptSeqs() spliced transcript sequences

Next: T7 — Workflow Framework