DNA methylation biomarkers of myocardial infarction and cardiovascular disease
- PMID: 33883000
- PMCID: PMC8061080
- DOI: 10.1186/s13148-021-01078-6
DNA methylation biomarkers of myocardial infarction and cardiovascular disease
Abstract
Background: The epigenetic landscape underlying cardiovascular disease (CVD) is not completely understood and the clinical value of the identified biomarkers is still limited. We aimed to identify differentially methylated loci associated with acute myocardial infarction (AMI) and assess their validity as predictive and causal biomarkers.
Results: We designed a case-control, two-stage, epigenome-wide association study on AMI (ndiscovery = 391, nvalidation = 204). DNA methylation was assessed using the Infinium MethylationEPIC BeadChip. We performed a fixed-effects meta-analysis of the two samples. 34 CpGs were associated with AMI. Only 12 of them were available in two independent cohort studies (n ~ 1800 and n ~ 2500) with incident coronary and cardiovascular disease (CHD and CVD, respectively). The Infinium HumanMethylation450 BeadChip was used in those two studies. Four of the 12 CpGs were validated in association with incident CHD: AHRR-mapping cg05575921, PTCD2-mapping cg25769469, intergenic cg21566642 and MPO-mapping cg04988978. We then assessed whether methylation risk scores based on those CpGs improved the predictive capacity of the Framingham risk function, but they did not. Finally, we aimed to study the causality of those associations using a Mendelian randomization approach but only one of the CpGs had a genetic influence and therefore the results were not conclusive.
Conclusions: We have identified 34 CpGs related to AMI. These loci highlight the relevance of smoking, lipid metabolism, and inflammation in the biological mechanisms related to AMI. Four were additionally associated with incident CHD and CVD but did not provide additional predictive information.
Keywords: Cardiovascular disease; DNA methylation; Epigenome-wide association study; Myocardial infarction; Predictive biomarkers.
Conflict of interest statement
The authors declare that they have no competing interests.
Figures
References
-
- Roth GA, Abate D, Abate KH, et al. Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392(10159):1736–1788. doi: 10.1016/S0140-6736(18)32203-7. - DOI - PMC - PubMed
-
- James SL, Abate D, Abate KH, et al. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. The Lancet. 2018;392(10159):1789–1858. doi: 10.1016/S0140-6736(18)32279-7. - DOI - PMC - PubMed
-
- Marrugat J, Vila J, Baena-Díez JM, Grau M, Sala J, Ramos R, Subirana I, Fitó M, Elosua R. Relative Validity of the 10-Year Cardiovascular Risk Estimate in a Population Cohort of the REGICOR Study. Revista Española de Cardiología (English Edition) 2011;64(5):385–394. doi: 10.1016/j.rec.2010.12.017. - DOI - PubMed
Publication types
MeSH terms
Substances
Grants and funding
- PI18/00017/Instituto de Salud Carlos III
- PI15/00051/Instituto de Salud Carlos III
- PI12/00232/Instituto de Salud Carlos III
- CIBERCV/Instituto de Salud Carlos III
- CIBERONC/Instituto de Salud Carlos III
- IFI14/0007/Instituto de Salud Carlos III
- CIBERCV/Instituto de Salud Carlos III (ES)
- SLT002/16/00088/Agència de Gestió d'Ajuts Universitaris i de Recerca
- 2017SGR946/Agència de Gestió d'Ajuts Universitaris i de Recerca
- SLT002/16/00088/Departament de Salut, Generalitat de Catalunya
- BES-2014-069718/Ministerio de Economía y Competitividad
- N01-HC-25195/National Heart, Lung, and Blood Institute (US)
- HHSN2682015000001/National Heart, Lung, and Blood Institute (US)
- NO1WH22110/HL/NHLBI NIH HHS/United States
- 24152M 32100-2/HL/NHLBI NIH HHS/United States
- 32105-6/HL/NHLBI NIH HHS/United States
- 32108-9/HL/NHLBI NIH HHS/United States
- 32111-13/HL/NHLBI NIH HHS/United States
- 32115/HL/NHLBI NIH HHS/United States
- 32118/HL/NHLBI NIH HHS/United States
- 32119/HL/NHLBI NIH HHS/United States
- 32122/HL/NHLBI NIH HHS/United States
- 42107-26/HL/NHLBI NIH HHS/United States
- 42129-32/HL/NHLBI NIH HHS/United States
- 44221/HL/NHLBI NIH HHS/United States
LinkOut - more resources
Full Text Sources
Other Literature Sources
Research Materials
Miscellaneous