One count-aware edgeR workflow from tximport through sample-level scoring.

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Bulk RNA-seq in R

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Carry one edgeR DGEList through filtering, normalization, differential expression, ranked enrichment, and sample scoring.

Input
Gene-level tximport counts and one metadata row per sample.
Analysis unit
Sample.
Outputs
edgeR contrasts, ranked enrichment, and sample-level signature scores.
Key limit
Replicates are samples; define pairing, batch, and other justified covariates in the model.