ArticleLipids in health and disease2024
Causal association of obesity with epigenetic aging and telomere length: a bidirectional mendelian randomization study.
Article in Lipids in health and disease, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 17 citations in OpenAlex.
- DXA-Measured Visceral Adipose Tissue and Accelerated Biological Aging in Middle-Aged Adults.Obesity (Silver Spring, Md.) · 2026Article
- Epigenetic signatures of cardiometabolic risk in men: accelerated aging and differential methylation replicated across cohorts.Clinical epigenetics · 2026Article
- The role of dietary patterns on epigenetic and inflammatory aging based on the INSPIRE-T study.Communications medicine · 2026Article
- Definition of Sporadic Early-Onset Invasive Solid Organ Cancers in Adults.Oncology and therapy · 2026Article
- Joint association of serum 25-hydroxyvitamin D concentration and body mass index on the acceleration of clinical biomarker-based biological aging.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026Article
- Telomere Length in Metabolic Syndrome: Mechanisms, Epidemiology and Clinical Implications: A Narrative Review.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Association of Epigenetic Age Acceleration and Mitochondrial DNA-Based Aging Metrics Provides Insights Into Mechanisms of Aging-Related Diseases.Aging cell · 2025Article
- [Association between DNA methylation clock and obesity-related indicators: A longitudinal twin study].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Article
- Evaluating the Effect of Telomere Length on Oral and Oropharyngeal Cancer Risk Using Mendelian Randomization.International dental journal · 2025Article
- Accelerated biological ageing in familial pulmonary fibrosis.The European respiratory journal · 2025Article
- Integrating the metabolic and molecular circuits in diabetes, obesity and cancer: a comprehensive review.Discover oncology · 2024Review
- Causal association of epigenetic age acceleration and risk of subacute thyroiditis: a bidirectional Mendelian randomization study.Clinical epigenetics · 2024Article
- Posttraumatic Stress Disorder, Obesity, and Epigenetic Aging: A Replication Study in 1828 Veterans.Biopsychosocial science and medicineArticle
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10 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundIn observational studies, there exists an association between obesity and epigenetic age as well as telomere length. However, varying and partially conflicting outcomes have notably arisen from distinct studies on this topic. In the present study, two-way Mendelian randomization was used to identify potential causal associations between obesity and epigenetic age and telomeres.
methodsA genome-wide association study was conducted using data from individuals of European ancestry to investigate bidirectional Mendelian randomization (MR) regarding the causal relationships between obesity, as indicated by three obesity indicators (body mass index or BMI, waist circumference adjusted for BMI or WCadjBMI, and waist-to-hip ratio adjusted for BMI or WHRadjBMI), and four epigenetic age measures (HannumAge, HorvathAge, GrimAge, PhenoAge), as well as telomere length. To assess these causal associations, various statistical methods were employed, including Inverse Variance Weighted (IVW), Weighted Median, MR Egger, Weighted Mode, and Simple Mode. To address the issue of multiple testing, we applied the Bonferroni correction. These methods were used to determine whether there is a causal link between obesity and epigenetic age, as well as telomere length, and to explore potential bidirectional relationships. Forest plots and scatter plots were generated to show causal associations between exposures and outcomes. For a comprehensive visualization of the results, leave-one-out sensitivity analysis plots, individual SNP-based forest plots for MR analysis, and funnel plots were included in the presentation of the results.
resultsA strong causal association was identified between obesity and accelerated HannumAge, GrimAge, PhenoAge and telomere length shrinkage. The causal relationship between WCadjBMI and PhenoAge acceleration (OR: 2.099, 95%CI: 1.248-3.531, p = 0.005) was the strongest among them. However, only the p-values for the causal associations of obesity with GrimAge, PhenoAge, and telomere length met the criteria after correction using the Bonferroni multiple test. In the reverse MR analysis, there were statistically significant causal associations between HorvathAge, PhenoAge and GrimAge and BMI, but these associations exhibited lower effect sizes, as indicated by their Odds Ratios (ORs). Notably, sensitivity analysis revealed the robustness of the study results.
conclusionsThe present findings reveal a causal relationship between obesity and the acceleration of epigenetic aging as well as the reduction of telomere length, offering valuable insights for further scientific investigations aimed at developing strategies to mitigate the aging process in humans.
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