DNA Methylation Age Acceleration Mediates the Relationship between Systemic Inflammation and Cognitive Impairment
Tejera, C. H.; Zhu, P.; Ware, E. B.; Hicken, M. T.; Zawistowski, M.; Kobayashi, L. C.; Seblova, D. N.; Manly, J. J.; Mukherjee, B.; Bakulski, K. M.
Show abstract
BackgroundChronic inflammation and DNA methylation are potential mechanisms in dementia etiology. The linkage between inflammation and DNA methylation age acceleration in shaping dementia risk is understudied. We explored the association of inflammatory cytokines with cognitive impairment and whether DNA methylation age acceleration mediates this relationship. MethodsIn a subset of the 2016 wave of the Health and Retirement Study (n=3,346, age>50), we employed logistic regression to estimate the associations between each inflammatory cytokine (interleukin-6 (IL-6), C-reactive protein (CRP), and insulin-like growth factor-1 (IGF-1)), and both Langa-Weir classified cognitive impairment non-dementia and dementia, respectively. We calculated DNA methylation age acceleration residuals by regressing GrimAge on chronologic age. We tested if DNA methylation age acceleration mediated the relationship between systemic inflammation and cognitive impairment, adjusting for sociodemographic, behavioral factors, chronic conditions, and cell type proportions. ResultsThe prevalence of cognitive impairment was 16%. In the fully-adjusted model, participants with a doubling of IL-6 levels had 1.12 (95% CI: 1.02-1.22) times higher odds of cognitive impairment. Similar associations were found for CRP and IGF-1. Participants with a doubling of IL-6 levels had 0.77 (95% CI: 0.64, 0.90) years of GrimAge acceleration. In mediation analyses with each cytokine as predictor separately, 17.7% (95% CI: 7.0%, 50.9%) of the effect of IL-6 on cognitive impairment was mediated through DNA methylation age acceleration. Comparable mediated estimates were found for CRP and IGF-1. ConclusionsSystemic inflammation is associated with cognitive impairment, with suggestive evidence that this relationship is partially mediated through DNA methylation age acceleration.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Low Blood Levels of Selenium, Selenoprotein P and GPx3 are Associated with Accelerated Biological Aging: Results from the Berlin Aging Study II (BASE-II) 96%
- Timing of Menarche and Menopause and Epigenetic Aging among U.S. Adults: Results from the National Health and Nutrition Examination Survey 1999-2002 96%
- Epigenetic Age Acceleration in Surviving versus Deceased COVID-19 Patients with Acute Respiratory Distress Syndrome following Hospitalization 95%
Similar papers in this journal
- Deep Learning Chest X-Ray Age, Epigenetic Aging Clocks and Associations with Age-Related Subclinical Disease in the Project Baseline Health Study 95%
- DunedinPACE Predicts Incident Metabolic Syndrome: Cross-sectional and Longitudinal Data from the Berlin Aging Study II (BASE-II) 94%
- Robust metabolomic age prediction based on a wide selection of metabolites 94%
Similar papers in this journal
- Evaluation of epigenetic and metabolomic biomarkers indicating biological age 96%
- Associations of Loneliness and Social Isolation with Healthspan and Lifespan in the US Health and Retirement Study 96%
- Relationship between five Epigenetic Clocks, Telomere Length and Functional Capacity assessed in Older Adults: Cross-sectional and Longitudinal Analyses 95%
Similar papers in this journal
- Testing DNA-methylation and blood-chemistry measures of biological aging in models of Black-White disparities in healthspan characteristics 97%
- Association between allostatic load and accelerated white matter brain aging: findings from the UK Biobank 96%
- Racialized experience, biomarkers of lead exposure, and later-life cognition: a mediation analysis 92%
Similar papers in this journal
- The Socioeconomic Gradient in Epigenetic Aging Clocks: Evidence from the Multi-Ethnic Study of Atherosclerosis and the Health and Retirement Study 95%
- Differential methylation clock ages across buffy coat (BC), peripheral blood mononuclear cells (PBMC), and saliva in individuals approaching midlife 94%
- Human Aging DNA Methylation Signatures are Conserved but Accelerated in Cultured Fibroblasts 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.