Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
Computational and Systems Immunology Program, Stanford University School of Medicine, Stanford, CA 94305, USA.
Int J Mol Sci. 2023 Sep 18;24(18):14223. doi: 10.3390/ijms241814223.
Quantitative metrics for vaccine-induced T-cell responses are an important need for developing correlates of protection and their use in vaccine-based medical management and population health. Molecular TCR analysis is an appealing strategy but currently requires a targeted methodology involving complex integration of ex vivo data (antigen-specific functional T-cell cytokine responses and TCR molecular responses) that uncover only public antigen-specific metrics. Here, we describe an untargeted private TCR method that measures breadth and depth metrics of the T-cell response to vaccine challenge using a simple pre- and post-vaccine subject sampling, TCR immunoseq analysis, and a bioinformatic approach using self-organizing maps and GLIPH2. Among 515 subjects undergoing SARS-CoV-2 mRNA vaccination, we found that breadth and depth metrics were moderately correlated between the targeted public TCR response and untargeted private TCR response methods. The untargeted private TCR method was sufficiently sensitive to distinguish subgroups of potential clinical significance also observed using public TCR methods (the reduced T-cell vaccine response with age and the paradoxically elevated T-cell vaccine response of patients on anti-TNF immunotherapy). These observations suggest the promise of this untargeted private TCR method to produce T-cell vaccine-response metrics in an antigen-agnostic and individual-autonomous context.
用于评估疫苗诱导的 T 细胞反应的定量指标是开发保护相关性的重要需求,其在疫苗为基础的医疗管理和人群健康中也有重要应用。分子 TCR 分析是一种很有吸引力的策略,但目前需要一种靶向方法,涉及体外数据(抗原特异性功能性 T 细胞细胞因子反应和 TCR 分子反应)的复杂整合,而这些数据仅揭示了公共抗原特异性指标。在这里,我们描述了一种非靶向的私人 TCR 方法,该方法使用简单的疫苗接种前和接种后受试者采样、TCR 免疫测序分析以及使用自组织图和 GLIPH2 的生物信息学方法来测量疫苗挑战引起的 T 细胞反应的广度和深度指标。在 515 名接受 SARS-CoV-2 mRNA 疫苗接种的受试者中,我们发现靶向公共 TCR 反应和非靶向私人 TCR 反应方法之间的广度和深度指标存在中度相关性。非靶向私人 TCR 方法具有足够的敏感性,可以区分使用公共 TCR 方法也观察到的具有潜在临床意义的亚组(随着年龄的增长,T 细胞疫苗反应减少,以及接受抗 TNF 免疫治疗的患者的 T 细胞疫苗反应异常升高)。这些观察结果表明,这种非靶向的私人 TCR 方法有望在抗原不可知和个体自主的背景下产生 T 细胞疫苗反应指标。