A multi-scale map of cell structure fusing protein images and interactions

被引:43
|
作者
Qin, Yue [1 ,2 ]
Huttlin, Edward L. [3 ]
Winsnes, Casper F. [4 ]
Gosztyla, Maya L. [5 ,6 ,7 ]
Wacheul, Ludivine [8 ]
Kelly, Marcus R. [1 ]
Blue, Steven M. [5 ,6 ,7 ]
Zheng, Fan [1 ]
Chen, Michael [1 ]
Schaffer, Leah, V [1 ]
Licon, Katherine [1 ]
Backstrom, Anna [4 ]
Vaites, Laura Pontano [3 ]
Lee, John J. [1 ]
Ouyang, Wei [4 ]
Liu, Sophie N. [1 ]
Zhang, Tian [3 ]
Silva, Erica [1 ]
Park, Jisoo [1 ]
Pitea, Adriana [1 ]
Kreisberg, Jason F. [1 ]
Gygi, Steven P. [3 ]
Ma, Jianzhu [9 ]
Harper, J. Wade [3 ]
Yeo, Gene W. [2 ,5 ,6 ,7 ]
Lafontaine, Denis L. J. [8 ]
Lundberg, Emma [4 ,10 ,11 ]
Ideker, Trey [1 ,2 ,7 ,12 ,13 ]
机构
[1] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Bioinformat & Syst Biol Program, La Jolla, CA 92093 USA
[3] Harvard Med Sch, Dept Cell Biol, Boston, MA 02115 USA
[4] KTH Royal Inst Technol, Sch Engn Sci Chem Biotechnol & Hlth, Sci Life Lab, Stockholm, Sweden
[5] Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[6] Univ Calif San Diego, Stem Cell Program, La Jolla, CA 92093 USA
[7] Univ Calif San Diego, Inst Genom Med, La Jolla, CA 92093 USA
[8] Univ Libre Bruxelles ULB, RNA Mol Biol, Fonds Rech Sci FRS FNRS, Gosselies, Belgium
[9] Peking Univ, Inst Artificial Intelligence, Beijing, Peoples R China
[10] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[11] Chan Zuckerberg Biohub, San Francisco, CA 94158 USA
[12] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[13] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
基金
美国国家卫生研究院; 瑞典研究理事会;
关键词
PRE-RIBOSOMAL-RNA; BINDING; NETWORKS; SNRNP;
D O I
10.1038/s41586-021-04115-9
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
The cell is a multi-scale structure with modular organization across at least four orders of magnitude(1). Two central approaches for mapping this structure-protein fluorescent imaging and protein biophysical association-each generate extensive datasets, but of distinct qualities and resolutions that are typically treated separately(2,3). Here we integrate immunofluorescence images in the Human Protein Atlas(4) with affinity purifications in BioPlex(5) to create a unified hierarchical map of human cell architecture. Integration is achieved by configuring each approach as a general measure of protein distance, then calibrating the two measures using machine learning. The map, known as the multi-scale integrated cell (MuSIC 1.0), resolves 69 subcellular systems, of which approximately half are to our knowledge undocumented. Accordingly, we perform 134 additional affinity purifications and validate subunit associations for the majority of systems. The map reveals a pre-ribosomal RNA processing assembly and accessory factors, which we show govern rRNA maturation, and functional roles for SRRM1 and FAM120C in chromatin and RPS3A in splicing. By integration across scales, MuSIC increases the resolution of imaging while giving protein interactions a spatial dimension, paving the way to incorporate diverse types of data in proteome-wide cell maps.
引用
收藏
页码:536 / +
页数:18
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