Differential expression analysis

RNA-Seq with Bioconductor in R

Mary Piper

Bioinformatics Consultant and Trainer

DESeq2

RNA-Seq with Bioconductor in R

Differential expression analysis: DESeq2 vignette

vignette(DESeq2)

DESeq2 vignette

RNA-Seq with Bioconductor in R

vignette exploring

RNA-Seq with Bioconductor in R

DESeq2 workflow

RNA-Seq with Bioconductor in R

Bringing in data for DESeq2

# Read in raw counts
wt_rawcounts <- read.csv("fibrosis_wt_rawcounts.csv") 
View(wt_rawcounts)

fibrosis wt counts

RNA-Seq with Bioconductor in R

Bringing in data for DESeq2: metadata

# Read in metadata
wt_metadata <- read.csv("fibrosis_wt_metadata_unordered.csv") 
View(wt_metadata)

fibrosis wt metadata

RNA-Seq with Bioconductor in R

Let's practice!

RNA-Seq with Bioconductor in R

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