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PMID: 20385095 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Genome-wide dissection of microRNA functions and cotargeting networks using gene set signatures.

Molecular cell ·Vol. 38 ·No. 1 ·2010-04-09 ·Pages 140-53

Tsang JS, Ebert MS, van Oudenaarden A

Abstract

MicroRNAs are emerging as important regulators of diverse biological processes and pathologies in animals and plants. Though hundreds of human microRNAs are known, only a few have known functions. Here, we predict human microRNA functions by using a new method that systematically assesses the statistical enrichment of several microRNA-targeting signatures in annotated gene sets such as signaling networks and protein complexes. Some of our top predictions are supported by published experiments, yet many are entirely new or provide mechanistic insights to known phenotypes. Our results indicate that coordinated microRNA targeting of closely connected genes is prevalent across pathways. We use the same method to infer which microRNAs regulate similar targets and provide the first genome-wide evidence of pervasive cotargeting, in which a handful of "hub" microRNAs are involved in a majority of cotargeting relationships. Our method and analyses pave the way to systematic discovery of microRNA functions.

MeSH Terms
3' Untranslated Regions/genetics Animals Cardiomegaly/genetics,physiopathology Gene Expression Profiling Gene Regulatory Networks Humans MicroRNAs/genetics,metabolism Multiprotein Complexes Signal Transduction/genetics
Chemicals
3' Untranslated Regions MicroRNAs Multiprotein Complexes
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Tsang John S
Graduate Program in Biophysics, Harvard University, Cambridge, MA 02138, USA. jt08@post.harvard.edu
Ebert Margaret S
van Oudenaarden Alexander
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Article Info
Journal
Molecular cell
Abbr.
Mol Cell
ISSN
1097-4164
Published
2010-04-09
Pages
140-53
Language
English
Region
United States
NLM ID
9802571
PMCID
PMC3110938
Subset
IM
Grants
NIH HHS · DP1 OD003936-01 · United States
NIGMS NIH HHS · R01 GM068957 · United States
NCI NIH HHS · R01 CA133404 · United States
NIH HHS · DP1 OD003936 · United States
NIGMS NIH HHS · R01 GM068957-04 · United States
NIGMS NIH HHS · R01-GM068957 · United States
NCCDPHP CDC HHS · 1DP10D003936 · United States
NCI NIH HHS · R01-CA133404 · United States
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