Epigenome-wide DNA Methylation Association Study of CHIP Provides Insight into Perturbed Gene Regulation

Author:

Kirmani Sara1,Huan Tianxiao2ORCID,Amburg Joseph Van3,Joehanes Roby4,Uddin Md Mesbah5ORCID,Nguyen Ngoc Quynh6,Yu Bing6ORCID,Brody Jennifer7ORCID,Fornage Myriam8ORCID,Bressler Jan9ORCID,Sotoodehnia Nona10,Ong David11ORCID,Puddu Fabio12ORCID,Floyd James10,Ballantyne Christie13ORCID,Psaty Bruce7ORCID,Raffield Laura14ORCID,Natarajan Pradeep15,Conneely Karen16ORCID,Carson April17ORCID,Lange Leslie18,Ferrier Kendra19,Heard-Costa Nancy20ORCID,Murabito Joanne21,Bick Alexander22ORCID,Levy Daniel23ORCID

Affiliation:

1. Framingham Heart Study, Framingham, MA, 01702, USA; Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda

2. The Framingham Heart Study

3. Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center

4. National Heart Lung & Blood Institute

5. Broad Institute of MIT and Harvard

6. University of Texas Health Science Center at Houston

7. Cardiovascular Health Research Unit

8. 1. Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center 2. Human Genetics Center, Department of Epidemiology, School of Public Health

9. School of Public Health, University of Texas Health Science Center at Houston

10. University of Washington

11. Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA

12. biomodal

13. Baylor College of Medicine

14. University of North Carolina at Chapel Hill

15. Broad Institute of Harvard and Massachusetts Institute of Technology

16. Emory University School of Medicine

17. University of Mississippi Medical Center

18. Division of Biomedical Informatics and Personalized Medicine

19. University of Colorado

20. Boston University Chobanian & Avedisian School of Medicine

21. Section of General Internal Medicine, Boston University Chobanian & Avedisian School of Medicine

22. Vanderbilt University Medical Center

23. Framingham Heart Study, Framingham, MA, 01702, USA; Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health

Abstract

Abstract

With age, hematopoietic stem cells can acquire somatic mutations in leukemogenic genes that confer a proliferative advantage in a phenomenon termed “clonal hematopoiesis of indeterminate potential” (CHIP). How these mutations confer a proliferative advantage and result in increased risk for numerous age-related diseases remains poorly understood. We conducted a multiracial meta-analysis of epigenome-wide association studies (EWAS) of CHIP and its subtypes in four cohorts (N=8196) to elucidate the molecular mechanisms underlying CHIP and illuminate how these changes influence cardiovascular disease risk. The EWAS findings were functionally validated using human hematopoietic stem cell (HSC) models of CHIP. A total of 9615 CpGs were associated with any CHIP, 5990 with DNMT3A CHIP, 5633 with TET2 CHIP, and 6078 with ASXL1 CHIP (P <1×10-7). CpGs associated with CHIP subtypes overlapped moderately, and the genome-wide DNA methylation directions of effect were opposite for TET2 and DNMT3A CHIP, consistent with their opposing effects on global DNA methylation. There was high directional concordance between the CpGs shared from the meta-EWAS and human edited CHIP HSCs. Expression quantitative trait methylation analysis further identified transcriptomic changes associated with CHIP-associated CpGs. Causal inference analyses revealed 261 CHIP-associated CpGs associated with cardiovascular traits and all-cause mortality (FDR adjusted p-value <0.05). Taken together, our study sheds light on the epigenetic changes impacted by CHIP and their associations with age-related disease outcomes. The novel genes and pathways linked to the epigenetic features of CHIP may serve as therapeutic targets for preventing or treating CHIP-mediated diseases.

Publisher

Springer Science and Business Media LLC

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