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 RNA-seq Data — Complete Beginner’s Guide Part 17: Infer Signaling Pathway Activity with decoupleR and PROGENy
- How to Analyze Single-Cell RNA-seq Data — Complete Beginner’s Guide Part 16: Build Gene Regulatory Networks with decoupleR and CollecTRI
- How to Analyze Single-Cell RNA-seq Data — Complete Beginner’s Guide Part 15: Better Visualization with scplotter
- How to Analyze Single-Cell RNA-seq Data — Complete Beginner’s Guide Part 14: Cell Fate Probability Analysis with CellRank
Tags
Alternative Splicing Analysis ATAC-seq BAM ChIP-seq chromatin accessibility CNV DESeq2 Differential Expression edgeR FASTQ GATK Mutect2 gene expression heatmap HOMER HPC Isoform limma MACS2 MAF miRNA miRNA-seq MSigDB Normalization peak calling RNA-seq SLURM somatic mutations Transcript VCF whole genome sequencing