Evidence map›Paper›PMID 39322922›Full record

ArticleGeroScience2025

Interplay of education and DNA methylation age on cognitive impairment: insights from the Health and Retirement Study.

Erin B Ware, César Higgins Tejera, Herong Wang, Sean Harris, Jonah D Fisher, Kelly M Bakulski

Abstract read
In one paragraph

Article in GeroScience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Review
  5. Clinical Effectiveness of Treatments for Mild Cognitive Impairment in Adults: A Systematic Review.European journal of investigation in health, psychology and education · 2025
    Review
  6. Article
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Erin B WareInstitute for Social Research, Survey Research Center , University of Michigan, 426 Thompson St, Ann Arbor, MI, 48104, USA. ebakshis@umich.edu.ORCID 0000-0003-4731-8158
César Higgins TejeraSchool of Public Health, Department of Epidemiology, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA.
Herong WangSchool of Public Health, Department of Epidemiology, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA.
Sean HarrisSchool of Public Health, Department of Environmental Health Sciences, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA.
Jonah D FisherInstitute for Social Research, Survey Research Center , University of Michigan, 426 Thompson St, Ann Arbor, MI, 48104, USA.
Kelly M BakulskiSchool of Public Health, Department of Epidemiology, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA.

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
Michigan Institute for Clinical and Health Research (MICHR)UL1TR002240 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUMENG, JULIE C, MASHOUR, GEORGE ALEXANDER · 2017 to 2022
$54.9M
Research Experiences and Training Coordination CoreP42ES017198 · NIEHS · NORTHEASTERN UNIVERSITY · PI HARRIS, SEAN M · 2010 to 2024
$38.6M
Research Education ComponentP30AG072931 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DOUGLAS C NOLL · 2021 to 2026
$26.5M
Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2011 to 2026
$21.3M
Identifying modifiable aspects of gene-by-environment interplay in later-life cognitive declineRF1AG055654 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FAUL, JESSICA, GALAMA, TITUS JOHANNES · 2017 to 2018
$4.3M
DNA Methylation, Genetics, and Modifiable Risk Factors of Dementia in a Nationally Representative, Multi-Ethnic Cohort - Diversity SupplementR01AG067592 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BAKULSKI, KELLY, WARE, ERIN BAKSHIS · 2020 to 2025
$3.8M
Racial inequalities in health throughout adulthood: The cumulative impact of neighborhood chemical and non-chemical stressors on epigenomic pathwaysR01MD013299 · NIMHD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI HICKEN, MARGARET TAKAKO · 2018 to 2022
$3.7M
Characterizing disparities in late-onset Alzheimer's disease risk through polygenic risk and epidemiologic factors in the Health and Retirement SurveyR01AG055406 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BAKULSKI, KELLY, WARE, ERIN BAKSHIS · 2017 to 2020
$1.7M
Genomics for Social Scientists: 2022-2027R25AG053227 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, COLTER M.S. MITCHELL · 2016 to 2026
$1.6M
NCATS NIH HHS UL1 TR002240NCATS NIH HHS UL1TR002240NIA NIH HHS P30 AG072931NIA NIH HHS R01 AG055406NIA NIH HHS R01 AG055654NIA NIH HHS R01 AG067592NIA NIH HHS R01AG06759201NIA NIH HHS R01 AG067592-01S1NIA NIH HHS R25 AG053227NIA NIH HHS R25AG053227NIA NIH HHS RF1 AG055654NIA NIH HHS U01 AG009740NIEHS NIH HHS P30 ES017885NIEHS NIH HHS P30ES017885NIEHS NIH HHS P42 ES017198NIEHS NIH HHS P42ES017198NIMHD NIH HHS R01 MD013299
6 · The paper itself

Abstract

Few studies have assessed the association of educational attainment on dementia and cognitive impairment through DNA methylation age acceleration, while accommodating exposure-mediator interaction effects. We evaluated the mediation role of six epigenetic clocks with dementia, cognitive impairment non-dementia, and normal cognition, while accommodating exposure-mediator interaction effects. To understand the joint association of low education (≤12 years) and DNA methylation age acceleration (yes/no) in relation to cognitive impairment, we used weighted logistic regression, adjusting for chronological age, sex, race/ethnicity, and cell type composition. We performed four-way mediation and interaction decomposition analysis. Analyses were conducted on 2016 venous blood study participants from the Health and Retirement Study (N = 3724). Both GrimAge acceleration (OR = 1.6 95%CI 1.3-2.1) and low educational attainment (OR = 2.4 95%CI 1.9-3.0) were associated with higher odds of cognitive impairment in a mutually adjusted logistic model. We found additive interaction associations between low education and GrimAge acceleration on dementia. We observed that 6-8% of the association of education on dementia was mediated through GrimAge acceleration. While mediation effects were small, the portion of the association of education on dementia due to additive interaction with GrimAge acceleration was between 23.6 and 29.2%. These results support the interplay of social disadvantage and biological aging processes on impaired cognition.

Indexed as

AgingCognitive DysfunctionDementiaDNA MethylationEducational StatusAgedAged, 80 and overFemaleHumansMaleMiddle AgedAge accelerationDementiaDisparitiesDNA methylationMethylation clocks

Identifiers

PMID39322922
PMCPMC12181447

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.