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Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases.
- 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).
- Subjects :
- Genetic Variation genetics
Genome, Human
Genome-Wide Association Study
Humans
Organ Specificity
Promoter Regions, Genetic genetics
Protein Interaction Mapping methods
Transcription Factors genetics
Brain Diseases genetics
Brain Diseases metabolism
Cell Lineage genetics
Computational Biology methods
Epigenomics
Gene Regulatory Networks
Transcription Factors metabolism
Subjects
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