DNA methylation age acceleration and risk factors for Alzheimer’s disease
Daniel L. McCartneyiD, Anna J. StevensoniD, Rosie May WalkeriD, Jude GibsoniD, Stewart W. Morris, Archie I CampbelliD, Alison D. MurrayiD, Heather Clare WhalleyiD, David John PorteousiD, Andrew Mark McIntoshiD, Kathryn Louise EvansiD, Ian J. DearyiD, Riccardo Emilio MarioniiD
Abstract
INTRODUCTIONThe epigenetic clock is a DNA methylation-based estimate of biological age and is correlated with chronological age - the greatest risk factor for Alzheimers disease (AD). Genetic and environmental risk factors exist for AD, several of which are potentially modifiable. Here, we assess the relationship associations between the epigenetic clock and AD risk factors.\n\nMETHODSLinear mixed modelling was used to assess the relationship between age acceleration (the residual of biological age regressed onto chronological age) and AD risk factors relating to cognitive reserve, lifestyle, disease, and genetics in the Generation Scotland study (n=5,100).\n\nRESULTSWe report significant associations between the epigenetic clock and BMI, total:HDL cholesterol ratios, socioeconomic status, and smoking behaviour (Bonferroni-adjusted P<0.05).\n\nDISCUSSIONAssociations are present between environmental risk factors for AD and age acceleration. Measures to modify such risk factors might improve the risk profile for AD and the rate of biological ageing. Future longitudinal analyses are therefore warranted.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 138
- FWCI
- 11.61
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Methylation Clocks Do Not Predict Age or Alzheimer's Disease Risk Across Genetically Admixed Individuals
Sebastián Cruz-González, Ogechukwu Okpala, … John A. Capra·bioRxiv·Oct 16, 2024
- Aging the Brain: Multi-Region Methylation Principal Component Based Clock in the Context of Alzheimer's Disease
Kyra Thrush, David Alan Bennett, … Morgan E. Levine·AgingPeer-reviewed·Jul 30, 2022
- Properties of the epigenetic clock and age acceleration
Louis Y. El Khoury, T.J. Gorrie-Stone, … Leonard C. Schalkwyk·bioRxiv·Jul 6, 2018
- Traditional disease risk factors outperform epigenetic clocks as predictors of non-communicable disease morbidity in a middle-aged cohort
Daria Kostiniuk, Flóra Székely, … Saara Marttila·Aging CellPeer-reviewed·Jul 1, 2026
- Biological Age and Age Acceleration Predict Alzheimer's Disease Plasma Biomarker Levels
Jaclyn M. Eissman, Yiyi Ma, … Badri Narayan Vardarajan·medRxiv·May 22, 2025
- The Sociodemographic and Lifestyle Correlates of Epigenetic Aging in a Nationally Representative U.S. Study of Younger Adults
Kathleen Mullan Harris, Brandt E. Levitt, … Allison E. Aiello·bioRxiv·Mar 21, 2024