RNA-Seq differential expression work flow using DESeq2
One of the aim of RNAseq data analysis is the detection of differentially expressed genes. The package DESeq2 provides methods to test for differential expression analysis.Tags: RNA-Seq, differential, expression, work, flow, DESeq2
980 days ago
RNA-seq workflow: gene-level exploratory analysis and differential expression
Here we walk through an end-to-end gene-level RNA-seq differential expression workflow using Bioconductor packages. We will start from the FASTQ files, show how these were quantified to the reference transcripts, and prepare gene-level count datasets for downstream analysis. We will perform explo...Tags: RNA-seq, workflow, gene-level, exploratory, analysis, differential, expression
933 days ago
Tools for Differential expression analysis
apeglm - https://bioconductor.org/packages/release/bioc/html/apeglm.html ashr - https://github.com/stephens999/ashr, https://cran.r-project.org/web/packages/ashr/index.html consensusDE - https://bioconductor.org/packages/release/bioc/html/consensusDE.html DES...Tags: Differential, expression, analysis, Tools
538 days ago