- 问题补充 : 2016/05/23 01:17
library(Biobase)
library(BiocGenerics)
library(affy)
library(limma)
library(pheatmap)
filename = list.files("CCLEpaxOVrna")
dir = paste("./CCLEpaxOVrna/",filename,sep="")
n = length(dir)
data = ReadAffy(filenames=filename[1] )
for (i in 2:n){ new.data = ReadAffy(filenames = filename[i])
data = merge(data,new.data)}
aaa<-rma(data)
aa2<-exprs(aaa)
head(aa2)
control<-aa2[,c(5,6,10,20)]
LPS<-aa2[,-c(5,6,10,20)]
design <- model.matrix(~ -1+factor(c(1,1,1,1, 2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2)))
colnames(design) <- c("control", "LPS")
fit <- lmFit(aa2, design)
contrast.matrix <- makeContrasts(control-LPS, levels=design)
fit <- eBayes(fit)
fit2 <- contrasts.fit(fit, contrast.matrix)
fit2 <- eBayes(fit2)
dif<-topTable(fit2,coef="control-LPS",n=nrow(fit2),lfc=2)
dif<-dif[dif[,"P.Value"]<0.5
head(dif)
- 问题补充 : 2016/05/23 01:18
> dif<-topTable(fit2,coef="control-LPS",n=nrow(fit2),lfc=2)
Error in fit$coefficients[, coef] : 下标出界