Fulcher James M, Markillie Lye Meng, Mitchell Hugh D, Williams Sarah M, Engbrecht Kristin M, Degnan David J, Bramer Lisa M, Moore Ronald J, Chrisler William B, Cantlon-Bruce Joshua, Bagnoli Johannes W, Qian Wei-Jun, Seth Anjali, Paša-Tolić Ljiljana, Zhu Ying
Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, 99354, USA.
Nuclear, Chemistry, and Biology Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA.
Nat Commun. 2024 Dec 5;15(1):10614. doi: 10.1038/s41467-024-54099-z.
Single-cell multiomics provides comprehensive insights into gene regulatory networks, cellular diversity, and temporal dynamics. Here, we introduce nanoSPLITS (nanodroplet SPlitting for Linked-multimodal Investigations of Trace Samples), an integrated platform that enables global profiling of the transcriptome and proteome from same single cells via RNA sequencing and mass spectrometry-based proteomics, respectively. Benchmarking of nanoSPLITS demonstrates high measurement precision with deep proteomic and transcriptomic profiling of single-cells. We apply nanoSPLITS to cyclin-dependent kinase 1 inhibited cells and found phospho-signaling events could be quantified alongside global protein and mRNA measurements, providing insights into cell cycle regulation. We extend nanoSPLITS to primary cells isolated from human pancreatic islets, introducing an efficient approach for facile identification of unknown cell types and their protein markers by mapping transcriptomic data to existing large-scale single-cell RNA sequencing reference databases. Accordingly, we establish nanoSPLITS as a multiomic technology incorporating global proteomics and anticipate the approach will be critical to furthering our understanding of biological systems.
单细胞多组学技术为基因调控网络、细胞多样性和时间动态变化提供了全面的见解。在此,我们介绍了nanoSPLITS(用于微量样品多模态关联研究的纳米液滴分割技术),这是一个集成平台,可分别通过RNA测序和基于质谱的蛋白质组学对同一单细胞的转录组和蛋白质组进行整体分析。nanoSPLITS的基准测试表明,其在单细胞的深度蛋白质组学和转录组学分析中具有很高的测量精度。我们将nanoSPLITS应用于细胞周期蛋白依赖性激酶1抑制的细胞,发现磷酸化信号事件可以与整体蛋白质和mRNA测量一起进行定量分析,从而深入了解细胞周期调控。我们将nanoSPLITS扩展到从人胰岛分离的原代细胞,通过将转录组数据映射到现有的大规模单细胞RNA测序参考数据库,引入了一种有效方法,可轻松鉴定未知细胞类型及其蛋白质标志物。因此,我们将nanoSPLITS确立为一种包含整体蛋白质组学的多组学技术,并预计该方法对于深化我们对生物系统的理解至关重要。