tetano
Editor, Senior Moderator
PLoS One
. 2026 Mar 27;21(3):e0343939.
doi: 10.1371/journal.pone.0343939. eCollection 2026.
Contrasting effects of SARS-CoV-2 vaccination vs. infection on antibody and TCR repertoires
Jasper Braun[SUP] 1 [/SUP], Elliot D Hill[SUP] 1 [/SUP], Elisa Contreras[SUP] 1 [/SUP], Michie Yasuda[SUP] 1 [/SUP], Alexandra Morgan[SUP] 1 [/SUP], Sarah Ditelberg[SUP] 1 [/SUP], Ethan Winter[SUP] 1 [/SUP], Cody Callahan[SUP] 1 [/SUP], Gabrielle Mazzoni[SUP] 1 [/SUP], Andrea Kirmaier[SUP] 1 [/SUP], Ghee Rye Lee[SUP] 2 [/SUP], Hamid Mirebrahim[SUP] 3 [/SUP], Hosseinali Asgharian[SUP] 3 [/SUP], Dilduz Telman[SUP] 3 [/SUP], Ai-Ris Y Collier[SUP] 4 5 6 [/SUP], Dan H Barouch[SUP] 4 6 7 8 [/SUP], Stefan Riedel[SUP] 1 4 [/SUP], Sanjucta Dutta[SUP] 1 [/SUP], Florian Rubelt[SUP] 3 [/SUP], Ramy Arnaout[SUP] 1 4 9 [/SUP]
Affiliations
Antibodies and helper T cells play important roles in SARS-CoV-2 infection and vaccination. We sequenced B- and T-cell receptor repertoires (BCR/TCR) from the blood of 251 infectees, vaccinees, and controls to investigate whether features of these repertoires could predict subjects' SARS-CoV-2 neutralizing antibody titer (NAbs), as measured by enzyme-linked immunosorbent assay (ELISA). We sequenced recombined immunoglobulin heavy-chain (IGH), TCRβ (TRB), and TCRδ (TRD) genes in parallel from all subjects, including select B- and T-cell subsets in most cases, with a focus on their hypervariable CDR3 regions, and correlated this AIRRseq data with demographics and clinical findings from subjects' electronic health records. We found that age affected NAb levels in vaccinees but not infectees. Intriguingly, we found that vaccination and infection are associated with longer non-productively recombined IGHs, suggesting an effect that precedes clonal selection. We found that TRB repertoires' binding capacity to known SARS-CoV-2-specific CD4+ TRBs performs as well as the best hand-tuned approximate or "fuzzy" matching at predicting a protective level of NAbs, while also being more robust to repertoire sample size and not requiring hand-tuning. The overall conclusion from this large, unbiased, clinically well annotated dataset is that B- and T-cell adaptive responses to SARS-CoV-2 infection and vaccination are surprising, subtle, and diffuse. We discuss methodological and statistical challenges faced in attempting to define and quantify such strong-but-diffuse repertoire signatures and present tools and strategies for addressing these challenges.
. 2026 Mar 27;21(3):e0343939.
doi: 10.1371/journal.pone.0343939. eCollection 2026.
Contrasting effects of SARS-CoV-2 vaccination vs. infection on antibody and TCR repertoires
Jasper Braun[SUP] 1 [/SUP], Elliot D Hill[SUP] 1 [/SUP], Elisa Contreras[SUP] 1 [/SUP], Michie Yasuda[SUP] 1 [/SUP], Alexandra Morgan[SUP] 1 [/SUP], Sarah Ditelberg[SUP] 1 [/SUP], Ethan Winter[SUP] 1 [/SUP], Cody Callahan[SUP] 1 [/SUP], Gabrielle Mazzoni[SUP] 1 [/SUP], Andrea Kirmaier[SUP] 1 [/SUP], Ghee Rye Lee[SUP] 2 [/SUP], Hamid Mirebrahim[SUP] 3 [/SUP], Hosseinali Asgharian[SUP] 3 [/SUP], Dilduz Telman[SUP] 3 [/SUP], Ai-Ris Y Collier[SUP] 4 5 6 [/SUP], Dan H Barouch[SUP] 4 6 7 8 [/SUP], Stefan Riedel[SUP] 1 4 [/SUP], Sanjucta Dutta[SUP] 1 [/SUP], Florian Rubelt[SUP] 3 [/SUP], Ramy Arnaout[SUP] 1 4 9 [/SUP]
Affiliations
- PMID: 41894441
- PMCID: PMC13028327
- DOI: 10.1371/journal.pone.0343939
Antibodies and helper T cells play important roles in SARS-CoV-2 infection and vaccination. We sequenced B- and T-cell receptor repertoires (BCR/TCR) from the blood of 251 infectees, vaccinees, and controls to investigate whether features of these repertoires could predict subjects' SARS-CoV-2 neutralizing antibody titer (NAbs), as measured by enzyme-linked immunosorbent assay (ELISA). We sequenced recombined immunoglobulin heavy-chain (IGH), TCRβ (TRB), and TCRδ (TRD) genes in parallel from all subjects, including select B- and T-cell subsets in most cases, with a focus on their hypervariable CDR3 regions, and correlated this AIRRseq data with demographics and clinical findings from subjects' electronic health records. We found that age affected NAb levels in vaccinees but not infectees. Intriguingly, we found that vaccination and infection are associated with longer non-productively recombined IGHs, suggesting an effect that precedes clonal selection. We found that TRB repertoires' binding capacity to known SARS-CoV-2-specific CD4+ TRBs performs as well as the best hand-tuned approximate or "fuzzy" matching at predicting a protective level of NAbs, while also being more robust to repertoire sample size and not requiring hand-tuning. The overall conclusion from this large, unbiased, clinically well annotated dataset is that B- and T-cell adaptive responses to SARS-CoV-2 infection and vaccination are surprising, subtle, and diffuse. We discuss methodological and statistical challenges faced in attempting to define and quantify such strong-but-diffuse repertoire signatures and present tools and strategies for addressing these challenges.