TRUST4
TRUST4 reconstructs immune receptor repertoires of αβ and γδ T cells and B cells from bulk and single-cell RNA-sequencing (RNA-seq) data.
Key Features:
- Format Compatibility: Supports FASTQ and BAM file formats for sequencing data input.
- Speed and Sensitivity: Engineered for increased speed and sensitivity, enabling assembly of longer sequences including full-length receptor repertoires.
- Single-Cell RNA-seq Capability: Calls repertoire sequences from single-cell RNA-seq (scRNA-seq) data without requiring V(D)J enrichment.
- Platform Compatibility: Compatible with SMART-seq and 5' 10x Genomics sequencing platforms.
Scientific Applications:
- T and B cell diversity analysis: Facilitates detailed characterization of αβ/γδ T cell and B cell receptor diversity from RNA-seq data.
- Immune response investigation: Supports analysis of immune responses by profiling receptor repertoires.
- Vaccine development research: Aids studies that require assessment of repertoire changes relevant to vaccine responses.
- Autoimmune disease research: Enables repertoire profiling relevant to autoimmune disease studies.
- Functional repertoire reconstruction: Enables reconstruction of full-length receptor sequences to inform analyses of immune cell functionality.
Methodology:
Applies advanced computational techniques to process bulk and single-cell RNA-seq data efficiently and assemble immune receptor sequences with high accuracy.
Topics
Details
- License:
- GPL-3.0
- Tool Type:
- command-line tool
- Programming Languages:
- C, C++, Perl
- Added:
- 12/13/2021
- Last Updated:
- 12/13/2021
Operations
Publications
Song L, Cohen D, Ouyang Z, Cao Y, Hu X, Liu XS. TRUST4: immune repertoire reconstruction from bulk and single-cell RNA-seq data. Nature Methods. 2021;18(6):627-630. doi:10.1038/s41592-021-01142-2. PMID:33986545. PMCID:PMC9328942.
PMID: 33986545
Funding: - U.S. Department of Health & Human Services | NIH | National Cancer Institute: U01CA226196, U24CA224316