
from immunopipe21
Integrate scTCR/BCR repertoire data into a Seurat scRNA-seq object using scRepertoire::combineExpression to enable clonotype-aware expression analysis and visua
ScRep Combining Expression integrates immune-receptor (TCR/BCR) metadata — CDR3 sequences, V(D)J gene calls, clonotype counts and proportions — into a Seurat object's metadata using scRepertoire::combineExpression(). The result enables clonotype-aware downstream analyses such as clonotype distribution across RNA clusters, clonal expansion summaries, and inputs for tools like CDR3Clustering and ClonalStats.
Use this process when you have paired single-cell receptor sequencing (scTCR-seq or scBCR-seq) and scRNA-seq data from the same cells and need to: integrate receptor calls into Seurat metadata, calculate clonotype frequencies by sample or cluster, filter non-productive cells, or prepare inputs for clonotype-centric analyses and visualizations. Typical placement is after ScRepLoading and SeuratClustering (or TOrBCellSelection).
Compatible with analytic and pipeline orchestration agents that can run R-based single-cell workflows or compose pipeline steps (CI/pipeline agents, workflow runners). The core operations assume availability of R and scRepertoire within the analysis environment.
Pure documentation skill describing the ScRepCombiningExpression process config for the immunopipe bioinformatics pipeline. No scripts or executable steps — just a detailed TOML parameter reference for scRepertoire::combineExpression(). Well-written as documentation but not an actionable agent skill: no workflow steps, no scripts, no output contracts. Extremely niche audience (immunopipe + scRepertoire users).
This is a documentation page masquerading as a skill. It describes R function parameters in detail but provides no agent-executable workflow. Would benefit from actual scripts or at minimum step-by-step instructions an agent could follow. Security is perfect (100) because there's nothing executable.