Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases.

Nat Methods
Authors
Keywords
Abstract

Mapping perturbed molecular circuits that underlie complex diseases remains a great challenge. We developed a comprehensive resource of 394 cell type- and tissue-specific gene regulatory networks for human, each specifying the genome-wide connectivity among transcription factors, enhancers, promoters and genes. Integration with 37 genome-wide association studies (GWASs) showed that disease-associated genetic variants--including variants that do not reach genome-wide significance--often perturb regulatory modules that are highly specific to disease-relevant cell types or tissues. Our resource opens the door to systematic analysis of regulatory programs across hundreds of human cell types and tissues (http://regulatorycircuits.org).

Year of Publication
2016
Journal
Nat Methods
Volume
13
Issue
4
Pages
366-70
Date Published
2016 Apr
ISSN
1548-7105
URL
DOI
10.1038/nmeth.3799
PubMed ID
26950747
PubMed Central ID
PMC4967716
Links
Grant list
R01 HG004037 / HG / NHGRI NIH HHS / United States
R01 HG008155 / HG / NHGRI NIH HHS / United States
R01 MH109978 / MH / NIMH NIH HHS / United States