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Integrated intracellular organization and its variations in human iPS cells.

Authors :
Viana MP
Chen J
Knijnenburg TA
Vasan R
Yan C
Arakaki JE
Bailey M
Berry B
Borensztejn A
Brown EM
Carlson S
Cass JA
Chaudhuri B
Cordes Metzler KR
Coston ME
Crabtree ZJ
Davidson S
DeLizo CM
Dhaka S
Dinh SQ
Do TP
Domingus J
Donovan-Maiye RM
Ferrante AJ
Foster TJ
Frick CL
Fujioka G
Fuqua MA
Gehring JL
Gerbin KA
Grancharova T
Gregor BW
Harrylock LJ
Haupt A
Hendershott MC
Hookway C
Horwitz AR
Hughes HC
Isaac EJ
Johnson GR
Kim B
Leonard AN
Leung WW
Lucas JJ
Ludmann SA
Lyons BM
Malik H
McGregor R
Medrash GE
Meharry SL
Mitcham K
Mueller IA
Murphy-Stevens TL
Nath A
Nelson AM
Oluoch SA
Paleologu L
Popiel TA
Riel-Mehan MM
Roberts B
Schaefbauer LM
Schwarzl M
Sherman J
Slaton S
Sluzewski MF
Smith JE
Sul Y
Swain-Bowden MJ
Tang WJ
Thirstrup DJ
Toloudis DM
Tucker AP
Valencia V
Wiegraebe W
Wijeratna T
Yang R
Zaunbrecher RJ
Labitigan RLD
Sanborn AL
Johnson GT
Gunawardane RN
Gaudreault N
Theriot JA
Rafelski SM
Source :
Nature [Nature] 2023 Jan; Vol. 613 (7943), pp. 345-354. Date of Electronic Publication: 2023 Jan 04.
Publication Year :
2023

Abstract

Understanding how a subset of expressed genes dictates cellular phenotype is a considerable challenge owing to the large numbers of molecules involved, their combinatorics and the plethora of cellular behaviours that they determine <superscript>1,2</superscript> . Here we reduced this complexity by focusing on cellular organization-a key readout and driver of cell behaviour <superscript>3,4</superscript> -at the level of major cellular structures that represent distinct organelles and functional machines, and generated the WTC-11 hiPSC Single-Cell Image Dataset v1, which contains more than 200,000 live cells in 3D, spanning 25 key cellular structures. The scale and quality of this dataset permitted the creation of a generalizable analysis framework to convert raw image data of cells and their structures into dimensionally reduced, quantitative measurements that can be interpreted by humans, and to facilitate data exploration. This framework embraces the vast cell-to-cell variability that is observed within a normal population, facilitates the integration of cell-by-cell structural data and allows quantitative analyses of distinct, separable aspects of organization within and across different cell populations. We found that the integrated intracellular organization of interphase cells was robust to the wide range of variation in cell shape in the population; that the average locations of some structures became polarized in cells at the edges of colonies while maintaining the 'wiring' of their interactions with other structures; and that, by contrast, changes in the location of structures during early mitotic reorganization were accompanied by changes in their wiring.<br /> (© 2023. The Author(s).)

Details

Language :
English
ISSN :
1476-4687
Volume :
613
Issue :
7943
Database :
MEDLINE
Journal :
Nature
Publication Type :
Academic Journal
Accession number :
36599983
Full Text :
https://doi.org/10.1038/s41586-022-05563-7