Correlating chemical sensitivity and basal gene expression reveals mechanism of action.

Abstract:

:Changes in cellular gene expression in response to small-molecule or genetic perturbations have yielded signatures that can connect unknown mechanisms of action (MoA) to ones previously established. We hypothesized that differential basal gene expression could be correlated with patterns of small-molecule sensitivity across many cell lines to illuminate the actions of compounds whose MoA are unknown. To test this idea, we correlated the sensitivity patterns of 481 compounds with ∼19,000 basal transcript levels across 823 different human cancer cell lines and identified selective outlier transcripts. This process yielded many novel mechanistic insights, including the identification of activation mechanisms, cellular transporters and direct protein targets. We found that ML239, originally identified in a phenotypic screen for selective cytotoxicity in breast cancer stem-like cells, most likely acts through activation of fatty acid desaturase 2 (FADS2). These data and analytical tools are available to the research community through the Cancer Therapeutics Response Portal.

journal_name

Nat Chem Biol

journal_title

Nature chemical biology

authors

Rees MG,Seashore-Ludlow B,Cheah JH,Adams DJ,Price EV,Gill S,Javaid S,Coletti ME,Jones VL,Bodycombe NE,Soule CK,Alexander B,Li A,Montgomery P,Kotz JD,Hon CS,Munoz B,Liefeld T,Dančík V,Haber DA,Clish CB,Bittker JA

doi

10.1038/nchembio.1986

subject

Has Abstract

pub_date

2016-02-01 00:00:00

pages

109-16

issue

2

eissn

1552-4450

issn

1552-4469

pii

nchembio.1986

journal_volume

12

pub_type

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