• Media type: E-Article
  • Title: Prediction of immunodominant CD4+ SARS-CoV-2 epitopes with TCR repertoire sequencing data
  • Contributor: Pogorelyy, Mikhail; Minervina, Anastasia; Rosati, Elisa; Mudd, Philip; Ellebedy, Ali; Thomas, Paul G
  • Published: The American Association of Immunologists, 2022
  • Published in: The Journal of Immunology, 208 (2022) 1_Supplement, Seite 125.12-125.12
  • Language: English
  • DOI: 10.4049/jimmunol.208.supp.125.12
  • ISSN: 0022-1767; 1550-6606
  • Keywords: Immunology ; Immunology and Allergy
  • Origination:
  • Footnote:
  • Description: Abstract The T cell receptor (TCR) is a hypervariable molecule defining the specificity of T cells for peptide-MHC complex. Defining exact epitopes is crucial to profile T cell responses in COVID-19 and yet very few MHC-II restricted SARS-CoV-2 epitopes are currently known. Here, we propose a reverse epitope discovery technique, which, instead of using large pools of peptides to identify reactive T cells, utilizes TCR repertoire sequencing data as the means to predict immunodominant epitopes. The core idea of the approach is to combine information from large, publicly available TCR repertoire datasets: TCRbeta repertoires from cohorts of COVID-19 patients and controls, and paired TCR repertoires of single T cells activated by SARS-CoV-2 peptides. Our pipeline allows us to predict the HLA-restriction of public SARS-CoV-2 specific TCR clonotypes, which in turn allows us to predict binding to a specific peptide. We applied this approach to single cell TCR repertoires of CD4+ T cells from COVID-19 patients, and predicted six MHC-II restricted immunodominant epitopes and alpha-beta TCR motifs recognising them and tested our predictions experimentally. We further applied this technique to bulk TCRalpha repertoires from T follicular helper cells from draining lymph nodes of healthy donors after BNT162b2 mRNA vaccination. We found that the DPB1*04 restricted S167–180 epitope is responsible for the largest public CD4+ response, and recognition of this epitope is driven by a semi-invariant TCR alpha chain. This finding led to generation of the DPB1*04 S167–180 tetramer, allowing to track SARS-CoV-2 specific CD4 cells in peripheral blood and lymph node samples with flow cytometry. This work was partially supported by R01AI136514 grant. This work was partially supported by R01AI136514 grant. 
  • Access State: Open Access