## ----设置,回声=假-------------------------------------------- suppresspackageStartUpMessages({库(deseq2)库(org.hs.eg.db)})goldatafile < - system.file(package =“sydney2016”,“extdata”,“Airway”-coldata.tab“)assayfile < - system.file(package =”sydney2016“,”extdata“,”airway-assay.tab“)## ----依赖关系,eval = false -------------------------------------------#源(“https://biocidodder.org/bioclite。r“)#bioclite(c(”deseq2“,”org.hs.eg.db“))## ---- Sydney2016,eval = false ---------------------------------------------------------------- - -->悉尼2016年 - Filepaths,eval= false -------------------------------#system.file(package =“sydney2016”,“extdata“)## ---- eval = false ---------------------------------------------------------------------------#goldatafile < - file.chooose()#find'airway-coldata.tab'## ------------------------------------------------------------------------------------- Coldata < - Read.Table(ColdAtafile)Coldata ## ---- eval = False --------------------------------------------------- #sssayfile < - file.chooose()#find'airway-assay.tab'## ------------------------------------------------------------------读数< - 阅读。 - read.table(Assayfile)头(测定)## ---------------------------------------------------------------------------------------------------------------------------------- - - - - - - - - - - - - - - - - - - - - - - - 阴谋(密度(Rowmeans(Asinh(Asinh))))## ---------------------------------------------------------------- - d < - dist(t(aSINH(ASINH)))情节(cmdscale(d), pch=19, cex=2) plot(cmdscale(d), pch=19, cex=2, col=colData$cell) plot(cmdscale(d), pch=19, cex=2, col=colData$dex) ## ------------------------------------------------------------------------ library(DESeq2) dds <- DESeqDataSetFromMatrix(assay, colData, ~ cell + dex) ## ------------------------------------------------------------------------ dds <- DESeq(dds) dds ## ------------------------------------------------------------------------ result <- results(dds) result ridx <- head(order(result$padj), 10) top = result[ridx,] top ## ------------------------------------------------------------------------ library(org.Hs.eg.db) top$Symbol <- mapIds(org.Hs.eg.db, rownames(top), "SYMBOL", "ENSEMBL") top ## ------------------------------------------------------------------------ sessionInfo()