New York Genome Center, New York, NY, USA.
Center for Genomics and Systems Biology, New York University, New York, NY, USA.
Nat Immunol. 2023 Oct;24(10):1725-1734. doi: 10.1038/s41590-023-01608-9. Epub 2023 Sep 21.
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.
感染或接种 SARS-CoV-2 抗原后,免疫反应由持久产生的抗体和 T 细胞定义。基于人群的监测通常侧重于抗体滴度,但需要改进 T 细胞反应的特征描述和定量。在这里,我们使用多模态测序技术对接种 mRNA 疫苗 BNT162b2 前后收集的循环人白细胞进行纵向分析。我们的数据表明,CD8 T 细胞存在不同的亚群,这些亚群在初次接种后 28 天可靠地出现。使用一系列跨模态整合工具,我们定义了它们的转录组、可及染色质景观和免疫表型,并在每种模态中确定了独特的生物标志物。我们进一步表明,这种疫苗诱导的群体是针对 SARS-CoV-2 抗原的,并且能够快速克隆扩增。此外,我们在 COVID-19 患者的 scRNA-seq 数据集中鉴定了这些 CD8 T 细胞群体,并发现它们的相对频率和分化结果可预测随后的临床结果。