Evaluation of epigenetic age acceleration scores and their associations with CVD related phenotypes in a population cohort
biorxiv(2022)
摘要
Background Epigenetic age acceleration (EAA) is a measure that can be used to investigate the relationship between molecular, clinical and phenotypic data. However, which EAA score is best suited for which phenotype(s) is an open question. To address this issue, we have conducted a comprehensive comparison of multiple EAA scores using currently understudied Eastern European ageing population cohort (HAPIEE) which is richly annotated for diverse phenotypes. Our analysis was based on a subset (n = 306; aged between 45 and 69 years) of samples with available DNA methylation (DNAm) and phenotypic data.
Results We calculated nine established EAA measures and performed statistical hypothesis testing to investigate associations between these scores and 18 cardiometabolic phenotypes. This was implemented by splitting the data into groups with positive and negative EAAs. We observed strong association between all EAA scores and sex, suggesting that in any analysis EAAs should be adjusted by sex. We found that some sex-adjusted EAA scores were significantly associated with several phenotypes (not necessarily the same phenotypes for different EAAs), indicating that some EAA scores are more phenotype-specific than others. We were able to replicate some of the associations in sex-specific subsets. Furthermore, the most of the EAA associations with cardio-vascular (except presence of Carotid Plaque (CP)) and lipids phenotypes were established in females but not males (and vice versa for CP and alcohol intake). This demonstrates that even after adjusting EAAs for sex, EAA-phenotype associations remain sex-specific, which should be taken into account in any downstream analysis involving EAAs. We observed that in some EAA-phenotype associations, negative EAA scores (i.e. epigenetic age below chronological age) indicated more harmful phenotype values, which is counter-intuitive. Overall, GrimAge was associated with more phenotypes than any of the other EAA scores.
Conclusions EAAs are sex-specific and should be adjusted for sex in EAA-phenotypes association studies. Associations between EAAs and cardiometabolic phenotypes are sex-specific, even after adjusting for sex. For some EAAs, the direction of the association with phenotype is counter-intuitive. Our results can be used as a guidance on which EAA score to use for which phenotype(s).
### Competing Interest Statement
The authors have declared no competing interest.
* ACS
: Acute coronary syndrome
adjEAA
: Adjusted epigenetic age acceleration
ASE
: American Society of Echocardiography
BMI
: Body mass index
BP
: Blood pressure
CA
: Chronological age
CARDIA
: Coronary Artery Risk Development in Young Adults
CHD
: Coronary heart disease
CP
: Carotid plaque
CpG
: Cytosine-phospate-guanine
CVD
: Cardio-vascular disease
DBP
: Diastolic blood pressure
DNAm
: DNA methylation
EA
: Epigenetic age
EAA
: Epigenetic age acceleration
EASD
: European Association for the Study of Diabetes
EEAA
: Extrinsic epigenetic age acceleration
EGA
: European Genome-phenome Archive
ESC
: European Society of Cardiology
ESH
: European Society of Hypertension
FPG
: Fasting plasma glucose
GENOA
: Genetic Epidemiology Network of Arteriopathy
GGT
: Gamma-glutamyl transferase
HAPIEE
: Health, Alcohol, and Psychosocial Factors in Eastern Europe
HDL
: High-density lipoprotein
HT
: Hypertension
IEAA
: Intrinsic epigenetic age acceleration
IIPM
: Institute of Internal and Preventive Medicine
LDL
: Low-density lipoprotein
MCP
: Multiple carotid plaques
MI
: Myocardial infarction
QC
: Quality control
SBP
: Systolic blood pressure
T2DM
: Type 2 diabetes mellitus
TC
: Total cholesterol
TG
: Triglycerides
WHR
: Waist-hip ratio
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关键词
DNAm age,epigenetic age acceleration,epigenetic clock
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