TY - JOUR
T1 - Patterns of restricted TCR usage following SARS-CoV-2 vaccination and severe disease
AU - EPICC COVID-19 Cohort Study Group
AU - Parsons, Emily
AU - Lu, Zhongyan
AU - Richard, Stephanie A.
AU - Zelkoski, Amanda
AU - Le, Janifer
AU - Palanikumar, Naraen
AU - Nguyen, Phuong
AU - Alba, Camille
AU - Sukumar, Gauthaman
AU - Rosenberger, John
AU - Zhang, Xijun
AU - Burgess, Timothy H.
AU - Colombo, Rhonda
AU - Mende, Katrin
AU - Berjohn, Catherine
AU - Epsi, Nursat
AU - Agan, Brian K.
AU - Tribble, David
AU - Lindholm, David A.
AU - Dalgard, Clifton
AU - Pollett, Simon D.
AU - Malloy, Allison M.W.
N1 - Publisher Copyright:
Copyright © 2025 Parsons, Lu, Richard, Zelkoski, Le, Palanikumar, Nguyen, Alba, Sukumar, Rosenberger, Zhang, Burgess, Colombo, Mende, Berjohn, Epsi, Agan, Tribble, Lindholm, Dalgard, Pollett, Malloy and EPICC COVID-19 Cohort Study Group.
PY - 2025
Y1 - 2025
N2 - Introduction: 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. Methods: Using this meta-database, we analyzed immunosequencing data of genomic DNA to define the variable region of T cell receptor (TCR) b 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. Results: 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-2-specific 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. Discussion: 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.
AB - Introduction: 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. Methods: Using this meta-database, we analyzed immunosequencing data of genomic DNA to define the variable region of T cell receptor (TCR) b 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. Results: 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-2-specific 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. Discussion: 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.
KW - CD8 T cells
KW - SARS-CoV-2
KW - T cell receptor (TCR)
KW - T cell receptor sequencing
KW - vaccination
UR - http://www.scopus.com/inward/record.url?scp=105019414019&partnerID=8YFLogxK
U2 - 10.3389/fimmu.2025.1576903
DO - 10.3389/fimmu.2025.1576903
M3 - Article
C2 - 41112294
AN - SCOPUS:105019414019
SN - 1664-3224
VL - 16
SP - 1576903
JO - Frontiers in Immunology
JF - Frontiers in Immunology
ER -