DNA methylation age is associated with an altered hemostatic profile in a multiethnic meta-analysis

Author:

Ward-Caviness Cavin K.12ORCID,Huffman Jennifer E.345,Everett Karl6,Germain Marine78,van Dongen Jenny9ORCID,Hill W. David1011,Jhun Min A.12,Brody Jennifer A.1314,Ghanbari Mohsen1516ORCID,Du Lei17,Roetker Nicholas S.18,de Vries Paul S.19,Waldenberger Melanie120,Gieger Christian20,Wolf Petra21,Prokisch Holger2122,Koenig Wolfgang232425,O’Donnell Christopher J.426,Levy Daniel34,Liu Chunyu34,Truong Vinh6,Wells Philip S.27ORCID,Trégouët David-Alexandre78ORCID,Tang Weihong18,Morrison Alanna C.19ORCID,Boerwinkle Eric1928,Wiggins Kerri L.1314ORCID,McKnight Barbara1329,Guo Xiuqing30,Psaty Bruce M.1314313233,Sotoodehnia Nona131434,Boomsma Dorret I.9ORCID,Willemsen Gonneke9,Ligthart Lannie9,Deary Ian J.1011,Zhao Wei12,Ware Erin B.35ORCID,Kardia Sharon L. R.12,Van Meurs Joyce B. J.36,Uitterlinden Andre G.36,Franco Oscar H.15,Eriksson Per17,Franco-Cereceda Anders37,Pankow James S.18,Johnson Andrew D.34,Gagnon France6,Morange Pierre-Emmanuel3839,de Geus Eco J. C.940,Starr John M.1041,Smith Jennifer A.1235,Dehghan Abbas15,Björck Hanna M.17,Smith Nicholas L.13313342,Peters Annette1

Affiliation:

1. Institute of Epidemiology II, Helmholtz Center of Munich, Neuherberg, Germany;

2. Environmental Public Health Division, National Health and Environmental Effects Research Laboratory, US Environmental Protection Agency, Chapel Hill, NC;

3. Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Framingham, MA;

4. The Framingham Heart Study, Framingham, MA;

5. Center for Population Genomics, Boston VA Healthcare System, Jamaica Plain, MA;

6. Dalla Lana School of Public Health, University of Toronto, Toronto, Canada;

7. Sorbonne Universités, UPMC University Paris 06, INSERM UMR_S 1166, Paris, France;

8. ICAN Institute for Cardiometabolism and Nutrition, Paris, France;

9. Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands;

10. Centre for Cognitive Ageing and Cognitive Epidemiology and

11. Department of Psychology, University of Edinburgh, Edinburgh, United Kingdom;

12. Department of Epidemiology, University of Michigan, Ann Arbor, MI;

13. Cardiovascular Health Research Unit, University of Washington, Seattle, WA;

14. Department of Medicine, University of Washington, Seattle, WA;

15. Department of Epidemiology, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands;

16. Department of Genetics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran;

17. Cardiovascular Medicine Unit, Center for Molecular Medicine, Department of Medicine, Karolinska Institutet, Karolinska University Hospital Solna, Stockholm, Sweden;

18. Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN;

19. Human Genetics Center, Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX;

20. Research Unit of Molecular Epidemiology and

21. Institue of Human Genetics, Helmholtz Center of Munich, Neuherberg, Germany;

22. Institute fur Humangenetik, Technische Univeritat Munchen, Munich, Germany;

23. Department of Internal Medicine II–Cardiology, University of Ulm Medical Center, Ulm, Germany;

24. Deutsches Herzzentrum München, Technische Universität München, Munich, Germany;

25. German Centre for Cardiovascular Research, Munich Heart Alliance, Munich, Germany;

26. Cardiology Section Administration, Boston VA Healthcare System, West Roxbury, MA;

27. Department of Medicine, University of Ottawa and Ottawa Hospital Research Institute, Ottawa, Canada;

28. Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX;

29. Department of Biostatistics, University of Washington, Seattle, WA;

30. Department of Pediatrics, LABioMed at Harbor-UCLA Medical Center, Torrence, CA;

31. Department of Epidemiology and

32. Department of Health Services, University of Washington, Seattle, WA;

33. Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA;

34. Division of Cardiology, University of Washington, Seattle, WA;

35. Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI;

36. Department of Internal Medicine, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands;

37. Cardiothoracic Surgery Unit, Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden;

38. Laboratory of Hematology, La Timone Hospital, Marseille, France;

39. INSERM UMR_S 1062, Nutrition Obesity and Risk of Thrombosis, Center for CardioVascular and Nutrition Research, Aix-Marseille University, Marseille, France;

40. Amsterdam Public Health, VU Medical Center, Amsterdam, The Netherlands;

41. Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, United Kingdom; and

42. Seattle Epidemiologic Research and Information Center, Office of Research and Development, Department of Veterans Affairs, Seattle, WA

Abstract

Abstract Many hemostatic factors are associated with age and age-related diseases; however, much remains unknown about the biological mechanisms linking aging and hemostatic factors. DNA methylation is a novel means by which to assess epigenetic aging, which is a measure of age and the aging processes as determined by altered epigenetic states. We used a meta-analysis approach to examine the association between measures of epigenetic aging and hemostatic factors, as well as a clotting time measure. For fibrinogen, we performed European and African ancestry–specific meta-analyses which were then combined via a random effects meta-analysis. For all other measures we could not estimate ancestry-specific effects and used a single fixed effects meta-analysis. We found that 1-year higher extrinsic epigenetic age as compared with chronological age was associated with higher fibrinogen (0.004 g/L/y; 95% confidence interval, 0.001-0.007; P = .01) and plasminogen activator inhibitor 1 (PAI-1; 0.13 U/mL/y; 95% confidence interval, 0.07-0.20; P = 6.6 × 10−5) concentrations, as well as lower activated partial thromboplastin time, a measure of clotting time. We replicated PAI-1 associations using an independent cohort. To further elucidate potential functional mechanisms, we associated epigenetic aging with expression levels of the PAI-1 protein encoding gene (SERPINE1) and the 3 fibrinogen subunit-encoding genes (FGA, FGG, and FGB) in both peripheral blood and aorta intima-media samples. We observed associations between accelerated epigenetic aging and transcription of FGG in both tissues. Collectively, our results indicate that accelerated epigenetic aging is associated with a procoagulation hemostatic profile, and that epigenetic aging may regulate hemostasis in part via gene transcription.

Publisher

American Society of Hematology

Subject

Cell Biology,Hematology,Immunology,Biochemistry

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