Human Immune Monitoring Center, Icahn School of Medicine at Mt. Sinai, New York, New York.
Astrolabe Diagnostics Inc., Fort Lee, New Jersey.
Cytometry A. 2019 Sep;95(9):1019-1030. doi: 10.1002/cyto.a.23866. Epub 2019 Jul 30.
Mass cytometry is a powerful tool for high-dimensional single cell characterization. Since the introduction of the first commercial CyTOF mass cytometer by DVS Sciences in 2009, mass cytometry technology has matured and become more widely utilized, with sequential platform upgrades designed to address specific limitations and to expand the capabilities of the platform. Fluidigm's third-generation Helios mass cytometer introduced a number of upgrades over the previous CyTOF2. One of these new features is a modified narrow bore sample injector that generates smaller ion clouds, which is expected to improve sensitivity and throughput. However, following rigorous testing, we find that the narrow-bore sample injector may have unintended negative consequences on data quality and result in lower median and higher coefficients of variation in many antibody-associated signal intensities. We describe an alternative Helios acquisition protocol using a wider bore injector, which largely mitigates these data quality issues. We directly compare these two protocols in a multisite study of 10 Helios instruments across 7 institutions and show that the modified protocol improves data quality and reduces interinstrument variability. These findings highlight and address an important source of technical variability in mass cytometry experiments that is of particular relevance in the setting of multicenter studies. © 2019 International Society for Advancement of Cytometry.
液滴式数字微流控技术(mass cytometry)是一种用于高维单细胞特征分析的强大工具。自 2009 年 DVS Sciences 推出第一台商用 CyTOF 质谱流式细胞仪以来,液滴式数字微流控技术已经成熟并得到更广泛的应用,其连续的平台升级旨在解决特定的限制,并扩展平台的功能。Fluidigm 的第三代 Helios 质谱流式细胞仪在之前的 CyTOF2 基础上进行了多项升级。其中一个新功能是改良的窄孔样品注射器,它可以产生更小的离子云,预计这将提高灵敏度和通量。然而,经过严格的测试,我们发现窄孔样品注射器可能会对数据质量产生意想不到的负面影响,导致许多抗体相关信号强度的中位数降低,变异系数升高。我们描述了一种替代的 Helios 采集方案,使用更宽的孔注射器,这在很大程度上减轻了这些数据质量问题。我们在 7 个机构的 10 台 Helios 仪器的多站点研究中直接比较了这两种方案,并表明改良方案可以提高数据质量并降低仪器间的变异性。这些发现突出并解决了液滴式数字微流控技术实验中的一个重要技术变异性来源,这在多中心研究中尤为重要。