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

Authors :
Marbach D
Lamparter D
Quon G
Kellis M
Kutalik Z
Bergmann S
Source :
Nature methods [Nat Methods] 2016 Apr; Vol. 13 (4), pp. 366-70. Date of Electronic Publication: 2016 Mar 07.
Publication Year :
2016

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).

Details

Language :
English
ISSN :
1548-7105
Volume :
13
Issue :
4
Database :
MEDLINE
Journal :
Nature methods
Publication Type :
Academic Journal
Accession number :
26950747
Full Text :
https://doi.org/10.1038/nmeth.3799