Geanon Daniel, Lee Brian, Kelly Geoffrey, Handler Diana, Upadhyaya Bhaskar, Leech John, Herbinet Manon, Del Valle Diane, Gnjatic Sacha, Kim-Schulze Seunghee, Merad Miriam, Rahman Adeeb
medRxiv. 2020 Jun 29:2020.06.26.20141341. doi: 10.1101/2020.06.26.20141341.
Mass cytometry (CyTOF) represents one of the most powerful tools in immune phenotyping, allowing high throughput quantification of over 40 single parameters at single-cell resolution. However, wide deployment of CyTOF-based immune phenotyping studies are limited by complex experimental workflows and the need for specialized CyTOF equipment and technical expertise. Furthermore, differences in cell isolation and enrichment protocols, antibody reagent preparation, sample staining and data acquisition protocols can all introduce technical variation that can potentially confound integrative analyses of large data-sets of samples processed across multiple labs. Here, we present a streamlined whole blood CyTOF workflow which addresses many of these sources of experimental variation and facilitates wider adoption of CyTOF immune monitoring across sites with limited technical expertise or sample-processing resources or equipment. Our workflow utilizes commercially available reagents including the Fluidigm MaxPar Direct Immune Profiling Assay (MDIPA), a dry tube 30-marker immunophenotyping panel, and SmartTube Proteomic Stabilizer, which allows for simple and reliable fixation and cryopreservation of whole blood samples. We validate a workflow that allows for streamlined staining of whole blood samples with minimal processing requirements or expertise at the site of sample collection, followed by shipment to a central CyTOF core facility for batched downstream processing and data acquisition. We further demonstrate the application of this workflow to characterize immune responses in a cohort of hospitalized COVID-19 patients, highlighting key disease-associated changes in immune cell frequency and phenotype.
质谱流式细胞术(CyTOF)是免疫表型分析中最强大的工具之一,能够在单细胞分辨率下对40多个单一参数进行高通量定量分析。然而,基于CyTOF的免疫表型分析研究的广泛应用受到复杂实验流程以及对专用CyTOF设备和技术专长需求的限制。此外,细胞分离和富集方案、抗体试剂制备、样本染色和数据采集方案的差异都可能引入技术变异,这可能会混淆对多个实验室处理的大量样本数据集的综合分析。在此,我们提出了一种简化的全血CyTOF工作流程,该流程解决了许多这些实验变异来源,并促进了CyTOF免疫监测在技术专长、样本处理资源或设备有限的不同地点的更广泛应用。我们的工作流程利用了市售试剂,包括Fluidigm MaxPar直接免疫分析检测(MDIPA),一种30标记干管免疫表型分析板,以及SmartTube蛋白质组稳定剂,它允许对全血样本进行简单可靠的固定和冷冻保存。我们验证了一种工作流程,该流程允许在样本采集地点以最少的处理要求或专业知识对全血样本进行简化染色,然后运送到中央CyTOF核心设施进行批量下游处理和数据采集。我们进一步展示了该工作流程在一组住院COVID-19患者免疫反应特征分析中的应用,突出了免疫细胞频率和表型中与疾病相关的关键变化。