Entering edit mode
4 months ago
isha.lily20
▴
10
Hello Researchers,
Can anyone help me in intersect and merging my correlation plot in one plot only, I am getting two separate plot by my script but I want only one plot.
I have attached my Rscript of correlation
I am getting two separate plots but I want only one is the only issue
Thank you so much
Code:
library("gdata")
Basmati_Type1_miRNA=as.data.frame(readxl::read_excel("Basmati miRNA Cuffdiff_with_tcons.xlsx", sheet=1))
Basmati_Type2_miRNA=as.data.frame(readxl::read_excel("Basmati miRNA Cuffdiff_with_tcons.xlsx", sheet=2))
BrownRice_Type1_miRNA=as.data.frame(readxl::read_excel("Brown miRNA Cuffdiff_with_tcons.xlsx", sheet=1))
BrownRice_Type2_miRNA=as.data.frame(readxl::read_excel("Brown miRNA Cuffdiff_with_tcons.xlsx", sheet=2))
BrownRice_Type1_miRNA$LOC=gsub(",.*","",BrownRice_Type1_miRNA$LOC)
BrownRice_Type2_miRNA$LOC=gsub(",.*","",BrownRice_Type2_miRNA$LOC)
Basmati_Type1_miRNA$LOC=gsub(",.*","",Basmati_Type1_miRNA$LOC)
Basmati_Type2_miRNA$LOC=gsub(",.*","",Basmati_Type2_miRNA$LOC)
Common=as.data.frame(intersect(Basmati_Type1_miRNA$LOC, Basmati_Type2_miRNA$LOC))
Common=as.data.frame(Common[-18,])
colnames(Common)="miRNA"
Common=merge(Common, Basmati_Type1_miRNA[,c(3:9)], by.x="miRNA",
by.y="LOC", all.x = T)
mat=as.matrix(Common[,2:7])
rownames(mat)=Common$miRNA
library(corrplot)
sampleCor <- (cor(mat))
library(RColorBrewer)
png("Sample-Sample Correlation type1 and type2 miRNA Basmati.png", width=800, height=800)
corrplot(sampleCor, type="upper", order="hclust",
col=brewer.pal(n=8, name="RdYlBu"), mar=c(5,1,1,1),title = "Correlation between Basmati Type 1 and Type 2 miRNA")
dev.off()
###Brown Rice Type 1 and Type 2 miRNA
Common=as.data.frame(intersect(BrownRice_Type1_miRNA$LOC, BrownRice_Type2_miRNA$LOC))
Common=as.data.frame(Common[-21,])
colnames(Common)="miRNA"
Common=merge(Common, BrownRice_Type1_miRNA[,c(3:9)], by.x="miRNA",
by.y="LOC", all.x = T)
mat=as.matrix(Common[,2:7])
rownames(mat)=Common$miRNA
library(corrplot)
sampleCor <- (cor(mat))
library(RColorBrewer)
png("Sample-Sample Correlation type1 and type2 miRNA BrownRice.png", width=800, height=800)
corrplot(sampleCor, type="upper", order="hclust",
col=brewer.pal(n=8, name="RdYlBu"), mar=c(5,1,1,1),title = "Correlation between BrownRice Type 1 and Type 2 miRNA")
dev.off()
Please make a reproducible example by providing relevant data via dput, highlight code with markdown (the
10101
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Don't use jargon and be professional
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