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ORIGINAL RESEARCH article

Front. Immunol.

Sec. T Cell Biology

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1576903

This article is part of the Research TopicImmune Determinants of T Cell Responses to Recall or De Novo AntigensView all 5 articles

Patterns of restricted TCR usage following SARS-CoV-2 vaccination and severe disease

Provisionally accepted
Emily  ParsonsEmily Parsons1Zhongyan  LuZhongyan Lu1,2Stephanie  A RichardsStephanie A Richards2,3Amanda  ZelkoskiAmanda Zelkoski1,2Janifer  LeJanifer Le1,2Naraen  PalanikumarNaraen Palanikumar1,2Phuong  NguyenPhuong Nguyen1,2Camille  AlbaCamille Alba2,4Gauthaman  SukumarGauthaman Sukumar2,4John  RosenbergerJohn Rosenberger2,4Xijun  ZhangXijun Zhang2,4Timothy  H BurgessTimothy H Burgess3Rhonda  ColomboRhonda Colombo2,3,5,6Katrin  MendeKatrin Mende2,3,7Catherine  BerjohnCatherine Berjohn2,5,8Nursat  EpsiNursat Epsi2,3Brian  K AganBrian K Agan2,3David  TribbleDavid Tribble3David  A LindholmDavid A Lindholm5,7Clifton  L DalgardClifton L Dalgard4Simon  D PollettSimon D Pollett2,3Allison  Marie Wahl MalloyAllison Marie Wahl Malloy1*
  • 1Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, United States
  • 2Henry M Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, Maryland, United States
  • 3Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
  • 4Department of Anatomy, Physiology and Genetics, Uniformed Services University, Bethesda, Maryland, United States
  • 5Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Illinois, United States
  • 6Madigan Army Medical Center, Tacoma, Washington, United States
  • 7Brooke Army Medical Center, San Antonio, Texas, United States
  • 8Naval Medical Center San Diego, San Diego, California, United States

The final, formatted version of the article will be published soon.

T cells influence COVID-19 severity and establish long-lasting immune memory in response to vaccination and infection. The diversity of the T cell repertoire, and complexity of T cell epitope recognition, make it challenging to define protective epitope-specific T cells. In this study, we created a highly specific TCR meta-database to identify T cell epitopes from the nearly complete SARS-CoV-2 proteome and determine whether vaccination with mRNA vaccines influenced the TCR repertoire. Using this database, we analyzed immunosequencing data of genomic DNA to define the variable region of T cell receptor (TCR) β chain (TCRB) sequences among participants in a longitudinal COVID-19 cohort study. The TCR repertoire was compared between participants who were vaccinated or unvaccinated against SARS-CoV-2 and stratified by disease severity. TCR diversity was measured using clonality, an index defined as the inverted normalized Shannon entropy. Our analysis demonstrated that highly clonal TCR repertoires correlated with age and comorbidities. Using our meta-database approach, we found that vaccinated participants hospitalized with infection had the most restricted SARS-CoV-2specific CD8 TCR repertoire. However, TCRB with predicted specificity to non-spike SARS-CoV-2 proteins dominated the response, even in vaccinated participants. We identified a peptide sequence in the ORF10 accessory protein that was more frequently recognized in study participants with mild disease. Conversely, CD8 T cell recognition of a peptide sequence in ORF1ab more closely correlated with severe disease. Overarchingly, TCR repertoire analysis revealed that CD8 T cells responding to SARS-CoV-2 broadly recognize epitopes across the SARS-CoV-2 proteome, and provided opportunities to identify epitopes associated with disease.

Keywords: SARS-CoV-2, CD8 T cells, T cell receptor sequencing, Vaccination, T cell receptor (TCR)

Received: 14 Feb 2025; Accepted: 25 Aug 2025.

Copyright: © 2025 Parsons, Lu, Richards, Zelkoski, Le, Palanikumar, Nguyen, Alba, Sukumar, Rosenberger, Zhang, Burgess, Colombo, Mende, Berjohn, Epsi, Agan, Tribble, Lindholm, Dalgard, Pollett and Malloy. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Allison Marie Wahl Malloy, Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, United States

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