scRepertoire
scRepertoire profiles single-cell immune receptor sequencing data to analyze T-cell receptor (TCR) and immunoglobulin (Ig) repertoires and integrate them with single-cell transcriptomic data.
Key Features:
- Integration with 10x Genomics Chromium Immune Profiling: Processes data derived from the 10x Genomics Chromium platform and supports T-cell receptor (TCR) and immunoglobulin (Ig) enrichment workflows.
- Compatibility with R packages: Interacts with widely used R packages such as Seurat to enable integration of immune receptor data with single-cell expression analyses.
- Joint RNA and receptor profiling: Leverages RNA quantification alongside immune receptor profiling to combine transcriptomic and repertoire information.
- Dimensionality reduction and clustering support: Integrates with established R packages to enhance dimensionality reduction and clustering of combined receptor and expression datasets.
Scientific Applications:
- Immunology Research: Enables single-cell immune receptor profiling to dissect heterogeneity of immune cell populations and study immune responses at single-cell resolution.
- Oncology Studies: Facilitates characterization of tumor-infiltrating lymphocytes and other immune cells within the tumor microenvironment using combined receptor and transcriptomic data.
Methodology:
Processes single-cell sequencing data derived from 10x Genomics Chromium immune profiling (TCR and Ig enrichment workflows), leverages RNA quantification alongside immune receptor profiling, and integrates with R packages such as Seurat to support dimensionality reduction and clustering.
Topics
Details
- Programming Languages:
- R
- Added:
- 1/18/2021
- Last Updated:
- 2/13/2021
Operations
Publications
Borcherding N, Bormann NL, Kraus G. scRepertoire: An R-based toolkit for single-cell immune receptor analysis. F1000Research. 2020;9:47. doi:10.12688/f1000research.22139.2. PMID:32789006. PMCID:PMC7400693.