Scirpy

Scirpy analyzes T cell receptor (TCR) and B cell receptor (BCR) repertoires from single-cell RNA sequencing (scRNA-seq) data and integrates immune-receptor information with transcriptomic profiles to characterize immune repertoires.


Key Features:

  • Integration with Scanpy: Provides an extension to the Scanpy framework to integrate immune-receptor data with single-cell transcriptomic workflows.
  • Data import and receptor characterization: Includes modules for efficient import of single-cell immune-receptor data and comprehensive characterization of TCRs and BCRs.
  • Visualization capabilities: Offers visualization functions to explore immune repertoires at single-cell and population levels.
  • Scalability: Supports analysis of large-scale single-cell sequencing datasets typical of high-throughput studies.

Scientific Applications:

  • Cancer research: Enables detailed characterization of TCR repertoires and analysis of tumor-infiltrating lymphocytes within single-cell datasets.
  • Infectious disease studies: Facilitates investigation of single-cell immune responses to pathogens, including applications to COVID-19 immune profiling.

Methodology:

Combines immune receptor sequencing with transcriptomic scRNA-seq data for joint analysis and provides a streamlined computational pipeline specifically tailored to TCR and BCR analysis.

Topics

Details

License:
BSD-3-Clause
Programming Languages:
Python
Added:
1/18/2021
Last Updated:
2/13/2021

Operations

Publications

Sturm G, Szabo T, Fotakis G, Haider M, Rieder D, Trajanoski Z, Finotello F. Scirpy: A Scanpy extension for analyzing single-cell T-cell receptor sequencing data. Unknown Journal. 2020. doi:10.1101/2020.04.10.035865.

Documentation