Epigenome-wide DNA methylation association study of CHIP provides insight into perturbed gene regulation
Abstract
Abstract With age, hematopoietic stem cells can acquire somatic mutations in leukemogenic genes that confer a proliferative advantage in a phenomenon termed CHIP. How these mutations result in increased risk for numerous age-related diseases remains poorly understood. We conduct a multiracial meta-analysis of EWAS of CHIP in the Framingham Heart Study, Jackson Heart Study, Cardiovascular Health Study, and Atherosclerosis Risk in Communities cohorts ( N = 8196) to elucidate the molecular mechanisms underlying CHIP and illuminate how these changes influence cardiovascular disease risk. We functionally validate the EWAS findings using human hematopoietic stem cell models of CHIP. We then use expression quantitative trait methylation analysis to identify transcriptomic changes associated with CHIP-associated CpGs. Causal inference analyses reveal 261 CHIP-associated CpGs associated with cardiovascular traits and all-cause mortality (FDR adjusted p -value < 0.05). Taken together, our study reports the epigenetic changes impacted by CHIP and their associations with age-related disease outcomes.
Article Details
Authors (27)
Sara Kirmani
Tianxiao Huan
Joseph C. Van Amburg
Roby Joehanes
Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA.
Md Mesbah Uddin
Ngoc Quynh H. Nguyen
Bing Yu
College of Chemistry and Materials Science, Guangdong Provincial Key Laboratory of Supramolecular Coordination Chemistry
Jennifer A. Brody
Myriam Fornage
Jan Bressler
Nona Sotoodehnia
David A. Ong
Fabio Puddu
James S. Floyd
Christie M. Ballantyne
Texas Heart Institute at Baylor College of Medicine, Houston
Bruce M. Psaty
Laura M. Raffield
Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Pradeep Natarajan
Karen N. Conneely
Joshua S. Weinstock
Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
April P. Carson
Leslie A. Lange
Kendra Ferrier
Nancy L. Heard-Costa
Joanne Murabito
Alexander G. Bick
Daniel Levy
Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA.