Tissue-specific regulatory circuits reveal variable modular perturbations across complex diseases.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 26950747.
- Also identified by DOI 10.1038/nmeth.3799 and PMC identifier 4967716.
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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).
Medical subject headings
- Brain Diseases
- Cell Lineage
- Computational Biology
- Epigenomics
- Gene Regulatory Networks
- Transcription Factors