Peripheral DNA methylation of candidate Alzheimer’s disease risk genes and its associations with cognition, brain volume and amyloid-β burden

Alzheimer’s disease (AD) is a growing major public health issue, affecting millions of people worldwide. Genome-wide association studies (GWAS) have identified over 50 loci associated with late-onset AD risk. However, most disease-associated variants are located in noncoding regions of the genome, making it difficult to elucidate exactly how disease risk is affected. Variants within noncoding regions can modulate disease risk through mechanisms such as gene expression regulation, which can be regulated by DNA methylation, which has, in recent years, been implicated in dementia and AD. This study utilised data from two well-characterised longitudinal studies, the Australian Imaging, Biomarker and Lifestyle (AIBL) study ( n = 565) and the Alzheimer’s Disease Neuroimaging Initiative (ADNI; n = 533), and aimed to investigate the association between peripheral blood DNA methylation at CpG sites located in previously implicated AD-risk genes and cognition, MRI volumetric measures and brain Aβ-amyloid (Aβ) burden. Analyses were undertaken across the preclinical to prodromal population as well as within subsets classified by clinical diagnosis and Aβ burden using two methods: all CpG sites within a candidate gene and a representative site from each gene region with the greatest variance (mean absolute deviation; MAD). We identified numerous associations in the AIBL cohort that remained significant after correction for the false discovery rate, although only one novel site was validated in the ADNI cohort. This was located within the gene body region of CR1 (cg00416522) and was associated with ventricle volume in cognitively unimpaired individuals with high brain Aβ burden. While this study’s results contribute to a growing literature that supports the role of epigenetic modifications in ageing and AD-related traits, they suggest that there are limited associations of peripheral DNA methylation with cognitive and neuroimaging traits in the a priori AD-risk genes that were screened in this study. Future meta-analyses across studies with larger cohort sizes and phenotypically rich datasets will help to confirm this finding and potentially elucidate further associations, while unbiased approaches are warranted and may uncover novel peripheral DNA methylation associations.

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Journal
Scientific Reports
Published
2026-08-03
DOI
https://doi.org/10.1038/s41598-026-64935-5
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
0.00

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article

Peripheral DNA methylation of candidate Alzheimer’s disease risk genes and its associations with cognition, brain volume and amyloid-β burden

Vincent Doré, Victor L. Villemagne, Lidija Milicic, Colin L. Masters et al.
Scientific Reports
Epigenetics and DNA Methylation
article

Peripheral DNA methylation of candidate Alzheimer’s disease risk genes and its associations with cognition, brain volume and amyloid-β burden

Vincent Doré, Victor L. Villemagne, Lidija Milicic, Colin L. Masters, Alzheimer’s Disease Neuroimaging Initiative (ADNI), Pierrick Bourgeat, Paul Maruff, Michael Vacher, Simon M. Laws, Christopher C. Rowe, Tenielle Porter, Australian Imaging Biomarkers and Lifestyle (AIBL) Study, Rosita Shishegar
article en

Abstract

Alzheimer’s disease (AD) is a growing major public health issue, affecting millions of people worldwide. Genome-wide association studies (GWAS) have identified over 50 loci associated with late-onset AD risk. However, most disease-associated variants are located in noncoding regions of the genome, making it difficult to elucidate exactly how disease risk is affected. Variants within noncoding regions can modulate disease risk through mechanisms such as gene expression regulation, which can be regulated by DNA methylation, which has, in recent years, been implicated in dementia and AD. This study utilised data from two well-characterised longitudinal studies, the Australian Imaging, Biomarker and Lifestyle (AIBL) study ( n = 565) and the Alzheimer’s Disease Neuroimaging Initiative (ADNI; n = 533), and aimed to investigate the association between peripheral blood DNA methylation at CpG sites located in previously implicated AD-risk genes and cognition, MRI volumetric measures and brain Aβ-amyloid (Aβ) burden. Analyses were undertaken across the preclinical to prodromal population as well as within subsets classified by clinical diagnosis and Aβ burden using two methods: all CpG sites within a candidate gene and a representative site from each gene region with the greatest variance (mean absolute deviation; MAD). We identified numerous associations in the AIBL cohort that remained significant after correction for the false discovery rate, although only one novel site was validated in the ADNI cohort. This was located within the gene body region of CR1 (cg00416522) and was associated with ventricle volume in cognitively unimpaired individuals with high brain Aβ burden. While this study’s results contribute to a growing literature that supports the role of epigenetic modifications in ageing and AD-related traits, they suggest that there are limited associations of peripheral DNA methylation with cognitive and neuroimaging traits in the a priori AD-risk genes that were screened in this study. Future meta-analyses across studies with larger cohort sizes and phenotypically rich datasets will help to confirm this finding and potentially elucidate further associations, while unbiased approaches are warranted and may uncover novel peripheral DNA methylation associations.

Scientific Reports
Edith Cowan University (AU), The University of Melbourne (AU), University of Pittsburgh (US), Curtin University (AU), Florey Institute of Neuroscience and Mental Health (AU), Collins College (US), Australian e-Health Research Centre (AU), Austin Health (AU), Monash University (AU)
Alzheimer's Association, Eli Lilly and Company, AstraZeneca, Science and Industry Endowment Fund, Commonwealth Scientific and Industrial Research Organisation, University of Melbourne, Edith Cowan University, Dementia Collaborative Research Centres, Australia, Elan, State Government of Victoria, Australian Alzheimer's Research Foundation, IXICO, Yulgilbar Foundation, Medical Research Council, National Health and Medical Research Council
Good health and well-being
Openalex Percentile: Top 15%
Epigenetics and DNA Methylation
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