Multimodal single-cell datasets characterize antigen-specific CD8+ T cells across SARS-CoV-2 vaccination and infection

Nat Immunol. 2023 Oct;24(10):1725-1734. doi: 10.1038/s41590-023-01608-9. Epub 2023 Sep 21.

Abstract

The immune response to SARS-CoV-2 antigen after infection or vaccination is defined by the durable production of antibodies and T cells. Population-based monitoring typically focuses on antibody titer, but there is a need for improved characterization and quantification of T cell responses. Here, we used multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after immunization with the mRNA vaccine BNT162b2. Our data indicated distinct subpopulations of CD8+ T cells, which reliably appeared 28 days after prime vaccination. Using a suite of cross-modality integration tools, we defined their transcriptome, accessible chromatin landscape and immunophenotype, and we identified unique biomarkers within each modality. We further showed that this vaccine-induced population was SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we identified these CD8+ T cell populations in scRNA-seq datasets from COVID-19 patients and found that their relative frequency and differentiation outcomes were predictive of subsequent clinical outcomes.

MeSH terms

  • Antibodies, Viral
  • BNT162 Vaccine
  • CD8-Positive T-Lymphocytes*
  • COVID-19 Vaccines
  • COVID-19* / prevention & control
  • Humans
  • SARS-CoV-2
  • Vaccination

Substances

  • COVID-19 Vaccines
  • BNT162 Vaccine
  • Antibodies, Viral