1. Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases.
- Author
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Marbach D, Lamparter D, Quon G, Kellis M, Kutalik Z, and Bergmann S
- 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
- 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).
- Published
- 2016
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