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1.
medRxiv ; 2023 Dec 24.
Article in English | MEDLINE | ID: mdl-38196633

ABSTRACT

DNA methylation (DNAm) is an epigenetic mark with essential roles in disease development and predisposition. Here, we created genome-wide maps of methylation quantitative trait loci (meQTL) in three peripheral tissues and used Mendelian randomization (MR) analyses to assess the potential causal relationships between DNAm and risk for two common neurodegenerative disorders, i.e. Alzheimer's disease (AD) and Parkinson's disease (PD). Genome-wide single nucleotide polymorphism (SNP; ~5.5M sites) and DNAm (~850K CpG sites) data were generated from whole blood (n=1,058), buccal (n=1,527) and saliva (n=837) specimens. We identified between 11 and 15 million genome-wide significant (p<10-14) SNP-CpG associations in each tissue. Combining these meQTL GWAS results with recent AD/PD GWAS summary statistics by MR strongly suggests that the previously described associations between PSMC3, PICALM, and TSPAN14 and AD may be founded on differential DNAm in or near these genes. In addition, there is strong, albeit less unequivocal, support for causal links between DNAm at PRDM7 in AD as well as at KANSL1/MAPT in AD and PD. Our study adds valuable insights on AD/PD pathogenesis by combining two high-resolution "omics" domains, and the meQTL data shared along with this publication will allow like-minded analyses in other diseases.

2.
J Gerontol A Biol Sci Med Sci ; 77(9): 1724-1733, 2022 09 01.
Article in English | MEDLINE | ID: mdl-35032170

ABSTRACT

DNA methylation age acceleration (DNAmAA, derived from an epigenetic clock) and relative leukocyte telomere length (rLTL) are widely accepted biomarkers of aging. Nevertheless, it is still unclear which aspects of aging they represent best. Here we evaluated longitudinal associations between baseline rLTL and DNAmAA (estimated with 7-CpG clock) and functional assessments covering different domains of aging. Additionally, we made use of cross-sectional data on these assessments and examined their association with DNAmAA estimated by 5 different DNAm age measures. Two-wave longitudinal data were available for 1 083 participants of the Berlin Aging Study II who were reexamined on average 7.4 years after baseline as part of the GendAge study. Functional outcomes were assessed with Fried's frailty score, Tinetti mobility test, falls in the past 12 months (yes/no), finger-floor distance, Mini-Mental State Examination, Center for Epidemiologic Studies-Depression scale, activities of daily living, instrumented ADL, and mini nutritional assessment. Overall, we found no evidence for an association between the molecular biomarkers measured at baseline, rLTL, and DNAmAA (7-CpG clock), and functional assessments assessed at follow-up. Similarly, a cross-sectional analysis of follow-up data did also not show evidence for associations of the various DNAmAA measures (7-CpG clock, Horvath's clock, Hannum's clock PhenoAge, and GrimAge) with functional assessments. In conclusion, neither rLTL nor 7-CpG DNAmAA was able to predict impairment in the analyzed assessments over a ~7-year time course. Similarly, DNAmAA estimated from 5 epigenetic clocks was not a good cross-sectional marker of health deterioration either.


Subject(s)
Activities of Daily Living , DNA Methylation , Aged , Aging/genetics , Biomarkers , Cross-Sectional Studies , Epigenesis, Genetic , Humans , Telomere/genetics
3.
Int J Mol Sci ; 20(12)2019 Jun 21.
Article in English | MEDLINE | ID: mdl-31234328

ABSTRACT

Telomere length has been accepted widely as a biomarker of aging. Recently, a novel candidate biomarker has been suggested to predict an individual's chronological age with high accuracy: The epigenetic clock is based on the weighted DNA methylation (DNAm) fraction of a number of cytosine-phosphate-guanine sites (CpGs) selected by penalized regression analysis. Here, an established methylation-sensitive single nucleotide primer extension method was adapted, to estimate the epigenetic age of the 1005 participants of the LipidCardio Study, a patient cohort characterised by high prevalence of cardiovascular disease, based on a seven CpGs epigenetic clock. Furthermore, we measured relative leukocyte telomere length (rLTL) to assess the relationship between the established and the promising new measure of biological age. Both rLTL (0.79 ± 0.14) and DNAm age (69.67 ± 7.27 years) were available for 773 subjects (31.6% female; mean chronological age= 69.68 ± 11.01 years; mean DNAm age acceleration = -0.01 ± 7.83 years). While we detected a significant correlation between chronological age and DNAm age (n = 779, R = 0.69), we found neither evidence of an association between rLTL and the DNAm age (ß = 3.00, p = 0.18) nor rLTL and the DNAm age acceleration (ß = 2.76, p = 0.22) in the studied cohort, suggesting that DNAm age and rLTL measure different aspects of biological age.


Subject(s)
Aging , DNA Methylation , Telomere Homeostasis , Aged , Aged, 80 and over , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/genetics , Cohort Studies , CpG Islands , Epigenesis, Genetic , Female , Humans , Male , Middle Aged
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