Idiotope-Driven T-Cell/B-Cell Collaboration-Based T-Cell Epitope Prediction Using B-Cell Receptor Repertoire Sequences in Infectious Diseases

Viruses. 2023 May 17;15(5):1186. doi: 10.3390/v15051186.

Abstract

T-cell recognition of antigen epitopes is a crucial step for the induction of adaptive immune responses, and the identification of such T-cell epitopes is, therefore, important for understanding diverse immune responses and controlling T-cell immunity. A number of bioinformatic tools exist that predict T-cell epitopes; however, many of these methods highly rely on evaluating conventional peptide presentation by major histocompatibility complex (MHC) molecules, but they ignore epitope sequences recognized by T-cell receptor (TCR). Immunogenic determinant idiotopes are present on the variable regions of immunoglobulin molecules expressed on and secreted by B-cells. In idiotope-driven T-cell/B-cell collaboration, B-cells present the idiotopes on MHC molecules for recognition by idiotope-specific T-cells. According to the idiotype network theory formulated by Niels Jerne, such idiotopes found on anti-idiotypic antibodies exhibit molecular mimicry of antigens. Here, by combining these concepts and defining the patterns of TCR-recognized epitope motifs (TREMs), we developed a T-cell epitope prediction method that identifies T-cell epitopes derived from antigen proteins by analyzing B-cell receptor (BCR) sequences. This method allowed us to identify T-cell epitopes that contain the same TREM patterns between BCR and viral antigen sequences in two different infectious diseases caused by dengue virus and SARS-CoV-2 infection. The identified epitopes were among the T-cell epitopes detected in previous studies, and T-cell stimulatory immunogenicity was confirmed. Thus, our data support this method as a powerful tool for the discovery of T-cell epitopes from BCR sequences.

Keywords: B-cell; T-cell epitope; anti-idiotypic antibody; antigen; idiotope-driven T-B collaboration; idiotype network; molecular mimicry; repertoire analysis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • COVID-19*
  • Epitopes, B-Lymphocyte
  • Epitopes, T-Lymphocyte
  • Humans
  • Receptors, Antigen, B-Cell
  • Receptors, Antigen, T-Cell
  • SARS-CoV-2
  • T-Lymphocytes*

Substances

  • Epitopes, T-Lymphocyte
  • Epitopes, B-Lymphocyte
  • Receptors, Antigen, T-Cell
  • Receptors, Antigen, B-Cell

Grants and funding

This research was funded by the Japan Agency for Medical Research and Development, grant numbers JP20wm0125006, 20wm0225001h0001, and JP233fa627001, and the Japan Society for the Promotion of Science KAKENHI, grant number JP19K24679.