Cell-type-specific signaling networks in heterocellular organoids

被引:75
|
作者
Qin, Xiao [1 ]
Sufi, Jahangir [1 ]
Vlckova, Petra [1 ]
Kyriakidou, Pelagia [1 ]
Acton, Sophie E. [2 ]
Li, Vivian S. W. [3 ]
Nitz, Mark [4 ]
Tape, Christopher J. [1 ]
机构
[1] UCL, Inst Canc, Dept Oncol, Cell Commun Lab, London, England
[2] UCL, MRC Lab Mol Cell Biol, Stromal Immunol Lab, London, England
[3] Francis Crick Inst, Stem Cell & Canc Biol Lab, London, England
[4] Univ Toronto, Dept Chem, Toronto, ON, Canada
关键词
MASS CYTOMETRY; GENERATION; RESPONSES; DISEASE; IMMUNE; TAG;
D O I
10.1038/s41592-020-0737-8
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Despite the widespread adoption of organoids as biomimetic tissue models, methods to comprehensively analyze cell-type-specific post-translational modification (PTM) signaling networks in organoids are absent. Here, we report multivariate single-cell analysis of such networks in organoids and organoid cocultures. Simultaneous analysis by mass cytometry of 28 PTMs in >1 million single cells derived from small intestinal organoids reveals cell-type- and cell-state-specific signaling networks in stem, Paneth, enteroendocrine, tuft and goblet cells, as well as enterocytes. Integrating single-cell PTM analysis with thiol-reactive organoid barcoding in situ (TOBis) enables high-throughput comparison of signaling networks between organoid cultures. Cell-type-specific PTM analysis of colorectal cancer organoid cocultures reveals that shApc, Kras(G12D) and Trp53(R172H) cell-autonomously mimic signaling states normally induced by stromal fibroblasts and macrophages. These results demonstrate how standard mass cytometry workflows can be modified to perform high-throughput multivariate cell-type-specific signaling analysis of healthy and cancerous organoids. Mass cytometry in combination with a thiol-reactive barcoding strategy allows analysis and comparison of cell-type-specific signaling networks in organoids.
引用
收藏
页码:335 / +
页数:11
相关论文
共 50 条
  • [21] Cell-type-specific and physiologic roles of oligosaccharides
    Chui, D
    Hennet, T
    Moremen, KW
    Freeze, HH
    Paulson, JC
    Schachter, H
    Fukuda, MN
    Marth, JD
    GLYCOBIOLOGY, 1997, 7 (07) : 19 - 19
  • [23] Cell-type-specific propagation of visual flicker
    Schneider, Marius
    Tzanou, Athanasia
    Uran, Cem
    Vinck, Martin
    CELL REPORTS, 2023, 42 (05):
  • [24] A cell-type-specific jolt for motor disorders
    Wu, Yu-Wei
    Ding, Jun B.
    NATURE NEUROSCIENCE, 2017, 20 (06) : 763 - 765
  • [25] A cell-type-specific jolt for motor disorders
    Yu-Wei Wu
    Jun B Ding
    Nature Neuroscience, 2017, 20 : 763 - 765
  • [26] Cell-Type-Specific Proteomics: A Neuroscience Perspective
    Wilson, Rashaun S.
    Nairn, Angus C.
    PROTEOMES, 2018, 6 (04):
  • [27] Cell-type-specific pathways of neurotensin endocytosis
    Savdie, C
    Ferguson, SSG
    Vincent, JP
    Beaudet, A
    Stroh, T
    CELL AND TISSUE RESEARCH, 2006, 324 (01) : 69 - 85
  • [28] Cell-Type-Specific Regulation of Transcription by Estrogen
    Krum, Susan A.
    Brown, Myles
    JOURNAL OF WOMENS HEALTH, 2008, 17 (08) : 1238 - 1239
  • [29] EXPRESSION OF CELL-TYPE-SPECIFIC NEURONAL PHOSPHOPROTEINS
    LEWIS, RM
    WALLACE, WC
    KANAZIR, SD
    GREENGARD, P
    COLD SPRING HARBOR SYMPOSIA ON QUANTITATIVE BIOLOGY, 1983, 48 : 347 - 354
  • [30] A multimodal deep learning model to infer cell-type-specific functional gene networks
    Afshar, Shiva
    Braun, Patricia R.
    Han, Shizhong
    Lin, Ying
    BMC BIOINFORMATICS, 2023, 24 (01)