TCRdb
TCRdb provides a curated database of human T-cell receptor (TCR) sequences and associated metadata to support analysis of T-cell repertoire composition and variation across tissues, clinical conditions, and cell types.
Key Features:
- Scale and scope: Contains over 277 million TCR sequences derived from more than 8,265 TCR-Seq samples spanning diverse tissues, clinical conditions, and cell types.
- Data quality: Sequences are produced through a strict, uniform pipeline to ensure high reliability and consistency across samples.
- Search functionality: Enables identification and retrieval of specific TCR sequences for comparative and repertoire analyses.
- Categorized sample metadata: Provides detailed, type-categorized metadata for each sample to support comparative analyses across sample classes.
- Repertoire analytics: Provides analyses and visualizations of repertoire properties including diversity, CDR3 length distribution, and V–J gene utilization.
Scientific Applications:
- Immune response analysis: Enables characterization of T-cell repertoire changes associated with infection, vaccination, or other immune perturbations.
- Vaccine research: Supports identification of vaccine-associated TCR signatures and monitoring of vaccine-induced repertoire shifts.
- Cancer immunotherapy: Facilitates analysis of tumor- or therapy-associated TCR clonotypes and repertoire diversity in cancer studies.
- Autoimmune disease research: Allows comparison of TCR repertoires in autoimmune conditions to identify disease-associated TCR features.
- Personalized medicine: Provides data for discovery of patient-specific or condition-specific TCR signatures relevant to targeted therapies.
Methodology:
Construction used a uniform pipeline to characterize TCR sequences from TCR-Seq data, standardizing sequences for reliability and comparability.
Topics
Details
- Programming Languages:
- Python
- Added:
- 1/18/2021
- Last Updated:
- 11/24/2024
Operations
Publications
Chen S, Yue T, Lei Q, Guo A. TCRdb: a comprehensive database for T-cell receptor sequences with powerful search function. Nucleic Acids Research. 2020;49(D1):D468-D474. doi:10.1093/nar/gkaa796. PMID:32990749. PMCID:PMC7778924.
DOI: 10.1093/nar/gkaa796
PMID: 32990749
PMCID: PMC7778924
Funding: - National Key Research and Development Program of China: 2017YFA0700403
- National Natural Science Foundation of China: 31771458, 31801154, 31822030
- China Postdoctoral Science Foundation: 2017M622455, 2019T120664
Links
Repository
https://github.com/GuoBioinfoLab/TCRdb