Tag: multivariate linear model pathway activity
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How to Analyze Single-Cell RNA-seq Data — Complete Beginner’s Guide Part 17: Infer Signaling Pathway Activity with decoupleR and PROGENy
You already know the decoupleR engine from Part 16. Swap the network, swap one method, and you go from “which transcription factors are active” to “which signaling pathways are active” — in about half the code. In Part 16 you inferred per-cell transcription factor activity with decoupleR and CollecTRI, and the analysis landed on a…
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Recent Posts
- How to Analyze Single-Cell ATAC-seq Data: A Complete Beginner’s Guide Part 4: Cell Type Identification
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 3: Integration and Clustering
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 2: Thorough Quality Control with Signac
- How to Analyze Single-Cell ATAC-seq Data — A Complete Beginner’s Guide Part 1: From FASTQ to Peaks
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Alternative Splicing Analysis ATAC-seq BAM ChIP-seq chromatin accessibility DESeq2 Differential Expression edgeR FASTQ GATK Mutect2 gene expression GSE282769 heatmap HOMER HPC Isoform limma MACS2 miRNA miRNA-seq MSigDB Normalization peak calling Pixi bioinformatics environment RNA-seq SLURM somatic mutations Transcript VCF whole genome sequencing