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新冠病毒疫苗接种和感染过程中抗原特异性CD8⁺ T细胞的多模态表征

Multimodal characterization of antigen-specific CD8 T cells across SARS-CoV-2 vaccination and infection.

作者信息

Zhang Bingjie, Upadhyay Rabi, Hao Yuhan, Samanovic Marie I, Herati Ramin S, Blair John, Axelrad Jordan, Mulligan Mark J, Littman Dan R, Satija Rahul

机构信息

New York Genome Center, New York, NY, USA.

Center for Genomics and Systems Biology, New York University, New York, NY, USA.

出版信息

bioRxiv. 2023 Jan 24:2023.01.24.525203. doi: 10.1101/2023.01.24.525203.

Abstract

The human 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 utilize multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after BNT162b2 immunization. Our data reveal distinct subpopulations of CD8 T cells which reliably appear 28 days after prime vaccination (7 days post boost). Using a suite of cross-modality integration tools, we define their transcriptome, accessible chromatin landscape, and immunophenotype, and identify unique biomarkers within each modality. By leveraging DNA-oligo-tagged peptide-MHC multimers and T cell receptor sequencing, we demonstrate that this vaccine-induced population is SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we also identify these CD8 populations in scRNA-seq datasets from COVID-19 patients and find that their relative frequency and differentiation outcomes are predictive of subsequent clinical outcomes. Our work contributes to our understanding of T cell immunity, and highlights the potential for integrative and multimodal analysis to characterize rare cell populations.

摘要

感染或接种疫苗后,人体对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)抗原的免疫反应由抗体和T细胞的持续产生来定义。基于人群的监测通常侧重于抗体滴度,但需要改进对T细胞反应的表征和定量。在这里,我们利用多模态测序技术对BNT162b2免疫前后收集的循环人类白细胞进行纵向分析。我们的数据揭示了CD8 + T细胞的不同亚群,这些亚群在初次疫苗接种后28天(加强免疫后7天)可靠出现。使用一套跨模态整合工具,我们定义了它们的转录组、可及染色质景观和免疫表型,并在每种模态中识别出独特的生物标志物。通过利用DNA寡核苷酸标记的肽-MHC多聚体和T细胞受体测序,我们证明这种疫苗诱导的群体是SARS-CoV-2抗原特异性的,并且能够快速克隆扩增。此外,我们还在COVID-19患者的单细胞RNA测序数据集中识别出这些CD8 +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。我们的工作有助于我们对T细胞免疫的理解,并突出了整合和多模态分析在表征稀有细胞群体方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6246/9900816/a267bf5847f9/nihpp-2023.01.24.525203v1-f0001.jpg

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