clustermarkers
Installation
SKILL.md
ClusterMarkers Process Configuration
Purpose
Finds differentially expressed genes (markers) for clusters of T/B cells using Seurat's FindMarkers function. Performs statistical testing between clusters, identifies cluster-defining genes, and automatically runs pathway enrichment analysis (via Enrichr) on significant markers. Generates publication-ready visualizations including volcano plots, dot plots, heatmaps, and enrichment plots.
When to Use
- After SeuratClustering: Essential for cluster interpretation and annotation
- Cluster annotation: Identify marker genes to assign biological meaning to clusters
- Publication preparation: Generate marker tables, volcano plots, and enrichment figures
- Cell type characterization: Understand functional differences between cell populations
- Comparative analysis: Compare clusters to find unique gene expression signatures
Configuration Structure
Process Enablement
[ClusterMarkers]
cache = true # Cache results for faster re-runs with different visualizations