Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL, United States.
Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, United States.
Front Immunol. 2022 Apr 14;13:815828. doi: 10.3389/fimmu.2022.815828. eCollection 2022.
Mass cytometry has revolutionized immunophenotyping, particularly in exploratory settings where simultaneous breadth and depth of characterization of immune populations is needed with limited samples such as in preclinical and clinical tumor immunotherapy. Mass cytometry is also a powerful tool for single-cell immunological assays, especially for complex and simultaneous characterization of diverse intratumoral immune subsets or immunotherapeutic cell populations. Through the elimination of spectral overlap seen in optical flow cytometry by replacement of fluorescent labels with metal isotopes, mass cytometry allows, on average, robust analysis of 60 individual parameters simultaneously. This is, however, associated with significantly increased complexity in the design, execution, and interpretation of mass cytometry experiments. To address the key pitfalls associated with the fragmentation, complexity, and analysis of data in mass cytometry for immunologists who are novices to these techniques, we have developed a comprehensive resource guide. Included in this review are experiment and panel design, antibody conjugations, sample staining, sample acquisition, and data pre-processing and analysis. Where feasible multiple resources for the same process are compared, allowing researchers experienced in flow cytometry but with minimal mass cytometry expertise to develop a data-driven and streamlined project workflow. It is our hope that this manuscript will prove a useful resource for both beginning and advanced users of mass cytometry.
液质流式细胞术使免疫表型分析发生了革命性变化,特别是在需要有限样本(如临床前和临床肿瘤免疫治疗中)同时对免疫群体进行广度和深度特征分析的探索性环境中。液质流式细胞术也是单细胞免疫学检测的有力工具,特别是用于复杂和同时对肿瘤内免疫亚群或免疫治疗细胞群体进行多样化特征分析。通过用金属同位素替代荧光标记物消除流式细胞术中可见的光谱重叠,液质流式细胞术平均可以同时稳健地分析 60 个个体参数。然而,这也导致液质流式细胞术实验的设计、执行和解释的复杂性显著增加。为了解决免疫学家在液质流式细胞术中面临的与碎片化、复杂性和数据分析相关的关键难题,我们开发了一个全面的资源指南。本综述包括实验和面板设计、抗体偶联、样本染色、样本采集以及数据预处理和分析。在可行的情况下,对同一过程的多个资源进行了比较,使具有流式细胞术经验但液质流式细胞术专业知识有限的研究人员能够开发出数据驱动和简化的项目工作流程。我们希望本文能够成为液质流式细胞术初学者和高级用户的有用资源。