Multiplexed protein maps link subcellular organization to cellular states

被引:317
作者
Gut, Gabriele [1 ,2 ]
Herrmann, Markus D. [1 ,3 ]
Pelkmans, Lucas [1 ]
机构
[1] Univ Zurich, Inst Mol Life Sci, Zurich, Switzerland
[2] Univ Zurich, Life Sci Zurich Grad Sch, Mol Life Sci PhD Program, Zurich, Switzerland
[3] Univ Zurich, Life Sci Zurich Grad Sch, MD PhD & Syst Biol PhD Program, Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
SINGLET-OXYGEN; INACTIVATION; ENDOCYTOSIS; VARIABILITY; REACTIVITY; ANTIBODIES; CELLS;
D O I
10.1126/science.aar7042
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Obtaining highly multiplexed protein measurements across multiple length scales has enormous potential for biomedicine. Here, we measured, by iterative indirect immunofluorescence imaging (4i), 40-plex protein readouts from biological samples at high-throughput from the millimeter to the nanometer scale. This approach simultaneously captures properties apparent at the population, cellular, and subcellular levels, including microenvironment, cell shape, and cell cycle state. It also captures the detailed morphology of organelles, cytoskeletal structures, nuclear subcompartments, and the fate of signaling receptors in thousands of single cells in situ. We used computer vision and systems biology approaches to achieve unsupervised comprehensive quantification of protein subcompartmentalization within various multicellular, cellular, and pharmacological contexts. Thus, highly multiplexed subcellular protein maps can be used to identify functionally relevant single-cell states.
引用
收藏
页数:13
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