Peptide-driven identification of TCRs reveals dynamics and phenotypes of CD4 T cells in tuberculosis
Assigning antigen specificity to T cell receptor (TCR) sequences is challenging due to the TCR repertoire's diversity and the complexity of TCR-antigen recognition. We developed the peptide-driven identification of TCRs (PDI-TCR) assay that combines in vitro expansion of cells with peptide pools, bulk TCR sequencing, and statistical analysis to identify antigen-specific TCRs from human blood. A key feature of PDI-TCR is the ability to distinguish true antigen-specific TCR clonotypes from TCRs associated with unspecific bystander activation by comparing responses to nonoverlapping peptide pools. We applied PDI-TCR to tuberculosis (TB) patients, sampling blood at diagnosis and throughout treatment, and Mycobacterium tuberculosis (Mtb)-sensitized healthy individuals (IGRA+). We identified hundreds of Mtb-specific TCRs, as well as unspecific TCRs, and characterized their phenotype in each cohort by single-cell RNA sequencing ex vivo. Mtb-specific T cells were highly diverse, with short-lived effector phenotypes only present in TB at diagnosis, while memory phenotypes were maintained through treatment. In contrast, unspecific expanded T cells were more clonally restricted, had a cytotoxic phenotype, and were maintained throughout treatment. While the PDI-TCR parameters used in this study are specific to Mtb, the underlying approach is broadly applicable to the study of antigen-specific T cells and can be adapted as needed for other antigen systems. Thus, PDI-TCR is a powerful tool for identifying antigen-specific TCRs and enables direct ex vivo identification and monitoring of antigen-specific T cells.
Authors
- Kendall Kearns (ORCID: https://orcid.org/0000-0002-4633-4554)
- Alessandro Sette (ORCID: https://orcid.org/0000-0001-7013-2250)
- Judy Perera
- Kai Fung (ORCID: https://orcid.org/0000-0001-6817-1541)
- Raphael Trevizani (ORCID: https://orcid.org/0000-0002-9029-5329)
- Bjoern Peters (ORCID: https://orcid.org/0000-0002-8457-6693)
- Aruna Dharshan De Silva (ORCID: https://orcid.org/0000-0001-5291-9543)
- Rashmi Tippalagama (ORCID: https://orcid.org/0000-0001-6157-8592)
- Julie G. Burel (ORCID: https://orcid.org/0000-0003-1692-2758)
- Leila Y. Chihab
- Ashu Chawla
- Thomas J. Scriba (ORCID: https://orcid.org/0000-0002-0641-1359)
- Jason Greenbaum (ORCID: https://orcid.org/0000-0002-1381-0390)
- Cecilia S. Lindestam Arlehamn (ORCID: https://orcid.org/0000-0001-7302-8002)
- Hansani Gunasekara
- Darsha D. Senevirathne
- Wathsala Gunasinghe
Institutions
- Statens Serum Institut (DK)
- La Jolla Institute for Immunology (US)
- University of Cape Town (ZA)
- General Sir John Kotelawala Defence University (LK)
- University of California San Diego (US)
- National Hospital of Sri Lanka (LK)
- Faculdades Oswaldo Cruz (BR)
- South African Tuberculosis Vaccine Initiative (ZA)
- Fundação Oswaldo Cruz (BR)
Publication Details
- Journal
- The Journal of Immunology
- Published
- 2025-11-16
- DOI
- https://doi.org/10.1093/jimmun/vkaf287
- Primary Topic
- T-cell and B-cell Immunology
- Type
- article
- Field-Weighted Citation Impact
- 0.00