Blood DNA Methylation and Incident Coronary Heart Disease: Evidence From the Strong Heart Study.


Journal

JAMA cardiology
ISSN: 2380-6591
Titre abrégé: JAMA Cardiol
Pays: United States
ID NLM: 101676033

Informations de publication

Date de publication:
01 11 2021
Historique:
pubmed: 5 8 2021
medline: 13 1 2022
entrez: 4 8 2021
Statut: ppublish

Résumé

American Indian communities experience a high burden of coronary heart disease (CHD). Strategies are needed to identify individuals at risk and implement preventive interventions. To investigate the association of blood DNA methylation (DNAm) with incident CHD using a large number of methylation sites (cytosine-phosphate-guanine [CpG]) in a single model. This prospective study, including a discovery cohort (the Strong Heart Study [SHS]) and 4 additional cohorts (the Women's Health Initiative [WHI], the Framingham Heart Study [FHS], the Atherosclerosis Risk in Communities Study ([ARIC]-Black, and ARIC-White), evaluated 12 American Indian communities in 4 US states; African American women, Hispanic women, and White women throughout the US; White men and White women from Massachusetts; and Black men and women and White men and women from 4 US communities. A total of 2321 men and women (mean [SD] follow-up, 19.1 [9.2] years) were included in the SHS, 1874 women (mean [SD] follow-up, 15.8 [5.9] years) in the WHI, 2128 men and women (mean [SD] follow-up, 7.7 [1.8] years) in the FHS, 2114 men and women (mean [SD] follow-up, 20.9 [7.2] years) in the ARIC-Black, and 931 men and women (mean [SD] follow-up, 20.9 [7.2] years) in the ARIC-White. Data were collected from May 1989 to December 2018 and analyzed from February 2019 to May 2021. Blood DNA methylation. Using a high-dimensional time-to-event elastic-net model for the association of 407 224 CpG sites with incident CHD in the SHS (749 events), this study selected the differentially methylated CpG positions (DMPs) selected in the SHS and evaluated them in the WHI (531 events), FHS (143 events), ARIC-Black (350 events), and ARIC-White (121 events) cohorts. The median (IQR) age of participants in SHS was 55 (49-62) years, and 1359 participants (58.6%) were women. Elastic-net models selected 505 DMPs associated with incident CHD in the SHS beyond established risk factors, center, blood cell counts, and genetic principal components. Among those DMPs, 33 were commonly selected in 3 or 4 of the other cohorts and the pooled hazard ratios from the standard Cox models were significant at P < .05 for 10 of the DMPs. For example, the hazard ratio (95% CI) for CHD comparing the 90th and 10th percentiles of differentially methylated CpGs was 0.86 (0.78-0.95) for cg16604233 (tagged to COL11A2) and 1.23 (1.08-1.39) for cg09926486 (tagged to FRMD5). Some of the DMPs were consistent in the direction of the association; others showed associations in opposite directions across cohorts. Untargeted independent elastic-net models of CHD showed distinct DMPs, genes, and network of genes in the 5 cohorts. In this multi-cohort study, blood-based DNAm findings supported an association between a complex blood epigenomic signature and CHD that was largely different across populations.

Identifiants

pubmed: 34347013
pii: 2782550
doi: 10.1001/jamacardio.2021.2704
pmc: PMC8340006
doi:

Types de publication

Journal Article Multicenter Study Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1237-1246

Subventions

Organisme : NHLBI NIH HHS
ID : HHSN268201600001C
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES025216
Pays : United States
Organisme : NIEHS NIH HHS
ID : R01 ES021367
Pays : United States
Organisme : NIEHS NIH HHS
ID : P42 ES010349
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL109319
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL109315
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201500001I
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL109284
Pays : United States
Organisme : NHLBI NIH HHS
ID : N01HC25195
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL092577
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL109301
Pays : United States
Organisme : NIEHS NIH HHS
ID : P30 ES009089
Pays : United States
Organisme : NIEHS NIH HHS
ID : R25 ES025505
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600003C
Pays : United States
Organisme : NINDS NIH HHS
ID : R01 NS087541
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700001I
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001409
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700004I
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL109282
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600002C
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700002I
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600004C
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700005I
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL090863
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201600018C
Pays : United States
Organisme : NHLBI NIH HHS
ID : HHSN268201700003I
Pays : United States

Auteurs

Ana Navas-Acien (A)

Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.

Arce Domingo-Relloso (A)

Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.
Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, Madrid, Spain.
Department of Statistics and Operations Research, University of Valencia, Valencia, Spain.

Pooja Subedi (P)

College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville.

Angela L Riffo-Campos (AL)

Vicerrectoría Académica, Universidad de La Frontera, Temuco, Chile.

Rui Xia (R)

Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston.

Lizbeth Gomez (L)

Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.

Karin Haack (K)

Population Health Program, Texas Biomedical Research Institute, San Antonio.

Jeff Goldsmith (J)

Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York.

Barbara V Howard (BV)

MedStar Health Research Institute, Washington, DC.

Lyle G Best (LG)

Missouri Breaks Industries Research Inc, Eagle Butte, South Dakota.

Richard Devereux (R)

Department of Medicine, Cornell University, New York, New York.

Ali Tauqeer (A)

Center for American Indian Health Research, Department of Biostatistics and Epidemiology, The University of Oklahoma Health Sciences Center, Oklahoma City.

Ying Zhang (Y)

Center for American Indian Health Research, Department of Biostatistics and Epidemiology, The University of Oklahoma Health Sciences Center, Oklahoma City.

Amanda M Fretts (AM)

Department of Epidemiology, University of Washington, Seattle.

Gernot Pichler (G)

Department of Cardiology, Heart Center Clinic Floridsdorf, Vienna, Austria.

Daniel Levy (D)

National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts.
Section of Preventive Medicine and Epidemiology and Section of Cardiovascular Medicine, Department of Medicine, Department of Epidemiology, Boston University Schools of Medicine and Public Health, Boston, Massachusetts.

Ramachandran S Vasan (RS)

National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study, Framingham, Massachusetts.
Section of Preventive Medicine and Epidemiology and Section of Cardiovascular Medicine, Department of Medicine, Department of Epidemiology, Boston University Schools of Medicine and Public Health, Boston, Massachusetts.

Andrea A Baccarelli (AA)

Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.

Miguel Herreros-Martinez (M)

Bioinformatics Unit, Institute for Biomedical Research INCLIVA, Valencia, Spain.

Wan-Yee Tang (WY)

Department of Occupational and Environmental Health, University of Pittsburgh, Pittsburgh, Pennsylvania.

Jan Bressler (J)

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

Myriam Fornage (M)

Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston.
Human Genetics Center, Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston.

Jason G Umans (JG)

Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York.
Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC.

Maria Tellez-Plaza (M)

Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, Madrid, Spain.

M Daniele Fallin (MD)

Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland.
Department of Mental Health, Johns Hopkins University, Baltimore, Maryland.

Jinying Zhao (J)

College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville.

Shelley A Cole (SA)

Population Health Program, Texas Biomedical Research Institute, San Antonio.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH