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Bulk RNA-seq Differential Expression & Enrichment Analysis

A Snakemake pipeline that performs differential expression analysis on Salmon-quantified Bulk RNA-seq data using edgeR (TMM/quasi-likelihood), followed by downstream functional enrichment analyses including GO over-representation, GSEA, Reactome pathway analysis, and Hallmark gene-set scoring. Outputs include DEG Excel tables, volcano plots, and enrichment plots.

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VERSION 1.0.0
AUTHOR Yeongjun-git
INPUT tx2gene.tsvmetadata.csvSalmon quant.sf filesHallmark gene-set GMT (optional)
OUTPUT DEG Excel tablesTPM expression matrixTMM normalized count matrixVolcano & enrichment plots
TOOLS
tximportedgeRclusterProfilerfgseaReactomePAenrichplot
TAGS
bulk-rnaseqdifferential-expressionenrichment-analysisGSEAGOReactomevolcano-plotsalmonbioconductor
FILES

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v1.0.0 latest
2026-04-01 ยท Yeongjun-git