Sushi package draws gene structure diagram
Introduction
The plotGenes of the Sushi package can plot gene structures, such as the visualization of several transcriptome structures.
Code explanation
Input
- bed format data frame
head(Sushi_genes.bed)The structure is as follows
chrom start stop gene score strand1
chr15 73017309 73017438 COX5A . -
chr15 72999672 72999836 COX5A . -
chr15 73003042 73003164 COX5A . -
chr15 73006160 73006281 COX5A . -
chr15 73008510 73008626 COX5A . -Sushi_transcripts.bed[1:20,]The structure is as follows
chrom start stop gene score strand type
chr15 73062668 73062770 ENST00000362710 0.000000 -1 exon
chr15 73097788 73097929 ENST00000361900 0.000000 1 exon
chr15 73097264 73097365 ENST00000361900 0.000000 1 exon
chr15 73095987 73096143 ENST00000361900 0.000000 1 exon
chr15 73092071 73092199 ENST00000361900 0.000000 1 exon
chr15 73091234 73091240 ENST00000361900 0.000000 1 exon
chr15 73017309 73017408 ENST00000322347 31.488695 -1 exon
chr15 73006160 73006281 ENST00000322347 31.488695 -1 exon Code example
library('Sushi') # Load Sushi包
Sushi_data = data(package ='Sushi') # List Sushi own data
data(list = Sushi_data$results[,3]) # Load data
chrom = "chr15"
chromstart = 72998000
chromend = 73020000
pg = plotGenes(Sushi_genes.bed,chrom,chromstart,chromend,
types=Sushi_genes.bed$type,maxrows=1,bheight=0.2,
plotgenetype="arrow",bentline=FALSE,labeloffset=.4,
fontsize=1.2,arrowlength = 0.025,labeltext=TRUE)
# Because our typse input is Sushi_genes.bed$type, which is actually NULL, the default "exon" will be used, and exon and utr are optional
labelgenome( chrom, chromstart,chromend,n=3,scale="Mb") #Add genome coordinates
plotgenetype="box" can display the area whose type is exon and utr in the form of box
library('Sushi') # Load Sushi bag
Sushi_data = data(package ='Sushi') # List Sushi's own data
data(list = Sushi_data$results[,3]) # Load data
chrom = "chr15"
chromstart = 72965000
chromend = 72990000
pg = plotGenes(Sushi_transcripts.bed,chrom,chromstart,chromend ,
types = Sushi_transcripts.bed$type,
colorby=log10(Sushi_transcripts.bed$score+0.001),
colorbycol= SushiColors(5),colorbyrange=c(0,1.0),
labeltext=TRUE,maxrows=50,height=0.4,plotgenetype="box")
# colorby is the column that specifies the color change, and colorbycol is the color palette that specifies the color change
labelgenome( chrom, chromstart,chromend,n=3,scale="Mb") #Add genome coordinates
addlegend(pg[[1]],palette=pg[[2]],title="log10(FPKM)",side="right",
bottominset=0.4,topinset=0,xoffset=-.035,labelside="left",
width=0.025,title.offset=0.055) #Add legend
Reference
https://www.bioconductor.org/packages/release/bioc/vignettes/Sushi/inst/doc/Sushi.pdf
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