Affiliation:
1. Lyda Hill Department of Bioinformatics, The University of Texas Southwestern Medical Center
Abstract
T cells are potent at eliminating pathogens and playing a crucial role in the adaptive immune response. T cell receptor (TCR) convergence describes T cells that share identical TCRs with the same amino acid sequences but have different DNA sequences due to codon degeneracy. We conducted a systematic investigation of TCR convergence using single-cell immune profiling and bulk TCRβ-sequence (TCR-seq) data obtained from both mouse and human samples and uncovered a strong link between antigen-specificity and convergence. This association was stronger than T cell expansion, a putative indicator of antigen-specific T cells. By using flow-sorted tetramer+single T cell data, we discovered that convergent T cells were enriched for a neoantigen-specific CD8+effector phenotype in the tumor microenvironment. Moreover, TCR convergence demonstrated better prediction accuracy for immunotherapy response than the existing TCR repertoire indexes. In conclusion, convergent T cells are likely to be antigen-specific and might be a novel prognostic biomarker for anti-cancer immunotherapy.
Funder
National Cancer Institute
Publisher
eLife Sciences Publications, Ltd
Subject
General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience
Reference82 articles.
1. 10xGenomics. 2020. Immunology & Microbiology. A new way of exploring immunity: linking highly multiplexed antigen recognition to immune repertoire and phenotype.
2. Computational protein phenotype characterization of IL10RA mutations causative to early onset inflammatory bowel disease (IBD);Al-Abbasi;Frontiers in Genetics,2018
3. Neoadjuvant immune checkpoint blockade in high-risk resectable melanoma;Amaria;Nature Medicine,2018
4. Immune checkpoint inhibitors for the treatment of cancer: clinical impact and mechanisms of response and resistance;Bagchi;Annual Review of Pathology,2021
5. Fisher’s exact test: an easy-to-use statistical test for comparing outcomes;Blevins;M.D. Computing: Computers in Medical Practice,1985
Cited by
12 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献