Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Immunol.

Sec. T Cell Biology

Deep exploration of the TCR CDR3β repertoire specific for viral CD4 T-cell epitopes inside the circulating T-cell repertoire

Provisionally accepted
Gautier  LhommeGautier Lhomme1Rémi  GiraudetRémi Giraudet1Valeria  PorchedduValeria Porcheddu1Evelyne  CorreiaEvelyne Correia1Robert  OlasoRobert Olaso2Stephane  HuaStephane Hua1Bernard  MaillereBernard Maillere1*
  • 1Département Médicaments et Technologies pour la Santé, SIMoS, Commissariat à l'Energie Atomique et aux Energies Alternatives (CEA), Paris, France
  • 2CEA, Institut de Biologie François Jacob Centre National de Recherche en Génomique Humaine,, Evry, France

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

This study provides an in-depth analysis of the diversity of the CD4 TCR CDR3β repertoire specific to influenza A (HA) and Epstein-Barr virus (EBNA) epitopes. Epitope-specific CD4 T cells from 13 healthy donors were enriched using a short-term culture step, isolated based on activation markers, and sequenced for their TCR CDR3β region using high-throughput sequencing. The frequency of each clonotype was then identified within the complete circulating CD4 T-cell CDR3β repertoire. For both epitopes, the clonotype distribution was markedly skewed, with a small number of highly expanded clones comprising approximately 60% of the repertoire, alongside numerous low-frequency clonotypes. VJ gene usage and motif preferences differed between the two peptides, highlighting epitope-specific TCR selectivity. The response was predominantly composed of private T-cell clonotypes. The proportion of public clonotypes can increase among donors sharing HLA class II molecules and reveals in HLA-unrelated donors the level of TCR promiscuity. Overall, our data demonstrate that CD4 T-cell responses to these viral epitopes are polyclonal and highly personalized. The modest overlap of clonotypes between donors, coupled with a long tail of low-frequency clones, suggests that the full diversity of the epitope-specific T-cell repertoire is likely broader than previously estimated.

Keywords: tcr, Clonotypes, repertoire, Viral, Epitopes, HLA class II, NGS, CD4 T cells

Received: 25 Sep 2025; Accepted: 30 Oct 2025.

Copyright: © 2025 Lhomme, Giraudet, Porcheddu, Correia, Olaso, Hua and Maillere. 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: Bernard Maillere, bernard.maillere@cea.fr

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.