BASIC
BASIC assembles full-length antigen receptor gene sequences (BCR and TCR) from single-cell RNA-sequencing (scRNA-seq) data, enabling reconstruction of B-cell receptor (BCR) heavy and light chains at single-cell resolution.
Key Features:
- Single-Cell Resolution: Assembles BCR sequences from individual B cells using scRNA-seq to recover cell-specific heavy and light chains.
- Semi-De Novo Assembly Approach: Employs a semi-de novo strategy that combines reference-based and de novo assembly elements tailored for BCR gene reconstruction.
- Experimental Validation: Validated on nearly 200 single human B cells with single-cell primer-based nested PCR and Sanger sequencing.
Scientific Applications:
- Profiling BCR Diversity: Enables single-cell–level analysis of BCR sequence diversity and clonality.
- Antigen Recognition Studies: Facilitates reconstruction of heavy and light chains for studying individual B-cell antigen specificity.
- Immunology Research: Supports investigation of immune responses, vaccine development, and autoimmune disease by providing full-length receptor sequences.
Methodology:
Integration of scRNA-seq data with a semi-de novo assembly algorithm that combines reference-based and de novo assembly elements to reconstruct full-length heavy and light chain BCR sequences.
Topics
Details
- License:
- MIT
- Maturity:
- Emerging
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- Python
- Added:
- 12/1/2018
- Last Updated:
- 12/10/2018
Operations
Publications
Canzar S, Neu KE, Tang Q, Wilson PC, Khan AA. BASIC: BCR assembly from single cells. Bioinformatics. 2016;33(3):425-427. doi:10.1093/bioinformatics/btw631. PMID:28172415. PMCID:PMC5408917.
Funding: - National Institute of Allergy and Infectious Diseases, National Institutes of Health: T32AI007090, U19AI057266, U19AI082724, U19AI109946
Documentation
Downloads
- Software packagehttp://ttic.uchicago.edu/~aakhan/BASIC/
- Source codehttps://github.com/akds/BASIC