Systematic Localization of Common Disease-Associated Variation in Regulatory DNA

Matthew T. Maurano(University of Washington), Richard Humbert(University of Washington), Eric Rynes(University of Washington), Robert E. Thurman(University of Washington), Eric Haugen(University of Washington), Hao Wang(University of Washington), Alex Reynolds(University of Washington), Richard Sandstrom(University of Washington), Hongzhu Qu(Chinese Academy of Sciences), Jennifer A. Brody(University of Washington), Anthony Shafer(University of Washington), Fidencio Neri(University of Washington), Kristen Lee(University of Washington), Tanya Kutyavin(University of Washington), Sandra Stehling-Sun(University of Washington), Audra Johnson(University of Washington), Theresa K. Canfield(University of Washington), Erika Giste(University of Washington), Morgan Diegel(University of Washington), Daniel Bates(University of Washington), R. Scott Hansen(University of Washington Medical Center), Shane Neph(University of Washington), Peter J. Sabo(University of Washington), Shelly Heimfeld(Fred Hutch Cancer Center), Antony Raubitschek(Benaroya Research Institute), Steven F. Ziegler(Benaroya Research Institute), Chris Cotsapas(Yale University), Nona Sotoodehnia(University of Washington), Ian A. Glass(University of Washington), Shamil Sunyaev(Brigham and Women's Hospital), Rajinder Kaul(University of Washington Medical Center), J Stamatoyannopoulos(University of Washington)
Science
September 6, 2012
Cited by 4,022Open Access
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Abstract

Genome-wide association studies have identified many noncoding variants associated with common diseases and traits. We show that these variants are concentrated in regulatory DNA marked by deoxyribonuclease I (DNase I) hypersensitive sites (DHSs). Eighty-eight percent of such DHSs are active during fetal development and are enriched in variants associated with gestational exposure-related phenotypes. We identified distant gene targets for hundreds of variant-containing DHSs that may explain phenotype associations. Disease-associated variants systematically perturb transcription factor recognition sequences, frequently alter allelic chromatin states, and form regulatory networks. We also demonstrated tissue-selective enrichment of more weakly disease-associated variants within DHSs and the de novo identification of pathogenic cell types for Crohn's disease, multiple sclerosis, and an electrocardiogram trait, without prior knowledge of physiological mechanisms. Our results suggest pervasive involvement of regulatory DNA variation in common human disease and provide pathogenic insights into diverse disorders.


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