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单细胞蛋白质基因组参考图谱可对造血系统进行精确定义的细胞状态的纯化和大规模分析。

Single-cell proteo-genomic reference maps of the hematopoietic system enable the purification and massive profiling of precisely defined cell states.

机构信息

Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.

Collaboration for Joint PhD degree between European Molecular Biology Laboratory and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany.

出版信息

Nat Immunol. 2021 Dec;22(12):1577-1589. doi: 10.1038/s41590-021-01059-0. Epub 2021 Nov 22.

Abstract

Single-cell genomics technology has transformed our understanding of complex cellular systems. However, excessive cost and a lack of strategies for the purification of newly identified cell types impede their functional characterization and large-scale profiling. Here, we have generated high-content single-cell proteo-genomic reference maps of human blood and bone marrow that quantitatively link the expression of up to 197 surface markers to cellular identities and biological processes across all main hematopoietic cell types in healthy aging and leukemia. These reference maps enable the automatic design of cost-effective high-throughput cytometry schemes that outperform state-of-the-art approaches, accurately reflect complex topologies of cellular systems and permit the purification of precisely defined cell states. The systematic integration of cytometry and proteo-genomic data enables the functional capacities of precisely mapped cell states to be measured at the single-cell level. Our study serves as an accessible resource and paves the way for a data-driven era in cytometry.

摘要

单细胞基因组学技术改变了我们对复杂细胞系统的理解。然而,过高的成本和缺乏新鉴定细胞类型的纯化策略,阻碍了它们的功能表征和大规模分析。在这里,我们生成了人类血液和骨髓的高内涵单细胞蛋白基因组参考图谱,定量地将多达 197 种表面标志物的表达与健康衰老和白血病中所有主要造血细胞类型的细胞身份和生物过程联系起来。这些参考图谱使我们能够设计具有成本效益的高通量细胞仪方案,这些方案优于最先进的方法,准确反映细胞系统的复杂拓扑结构,并允许精确定义的细胞状态的纯化。细胞术和蛋白基因组数据的系统整合使得能够在单细胞水平上测量精确映射的细胞状态的功能能力。我们的研究为细胞术的一个数据驱动时代铺平了道路,也为一个资源丰富的研究提供了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdc8/8642243/589105cb2c27/41590_2021_1059_Fig1_HTML.jpg

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