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Integrated, High-Throughput, Multiomics Platform Enables Data-Driven Construction of Cellular Responses and Reveals Global Drug Mechanisms of Action.

Authors :
Norris JL
Farrow MA
Gutierrez DB
Palmer LD
Muszynski N
Sherrod SD
Pino JC
Allen JL
Spraggins JM
Lubbock AL
Jordan A
Burns W
Poland JC
Romer C
Manier ML
Nei YW
Prentice BM
Rose KL
Hill S
Van de Plas R
Tsui T
Braman NM
Keller MR
Rutherford SA
Lobdell N
Lopez CF
Lacy DB
McLean JA
Wikswo JP
Skaar EP
Caprioli RM
Source :
Journal of proteome research [J Proteome Res] 2017 Mar 03; Vol. 16 (3), pp. 1364-1375. Date of Electronic Publication: 2017 Feb 09.
Publication Year :
2017

Abstract

An understanding of how cells respond to perturbation is essential for biological applications; however, most approaches for profiling cellular response are limited in scope to pre-established targets. Global analysis of molecular mechanism will advance our understanding of the complex networks constituting cellular perturbation and lead to advancements in areas, such as infectious disease pathogenesis, developmental biology, pathophysiology, pharmacology, and toxicology. We have developed a high-throughput multiomics platform for comprehensive, de novo characterization of cellular mechanisms of action. Platform validation using cisplatin as a test compound demonstrates quantification of over 10 000 unique, significant molecular changes in less than 30 days. These data provide excellent coverage of known cisplatin-induced molecular changes and previously unrecognized insights into cisplatin resistance. This proof-of-principle study demonstrates the value of this platform as a resource to understand complex cellular responses in a high-throughput manner.

Details

Language :
English
ISSN :
1535-3907
Volume :
16
Issue :
3
Database :
MEDLINE
Journal :
Journal of proteome research
Publication Type :
Academic Journal
Accession number :
28088864
Full Text :
https://doi.org/10.1021/acs.jproteome.6b01004