Evidence map›Paper›PMID 40264239›Full record

ArticleAlzheimer's research & therapy2025

DNA methylation signature of a lifestyle-based resilience index for cognitive health.

Wei Zhang, David Lukacsovich, Juan I Young, Lissette Gomez, Michael A Schmidt, Eden R Martin, Brian W Kunkle, X Steven Chen, Deirdre M O'Shea, James E Galvin and 1 more

Abstract read
In one paragraph

Article in Alzheimer's research & therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. MethylCog predicts six-year cognitive ability beyond blood-based ADRD biomarkers.medRxiv : the preprint server for health sciences · 2026
    Article
  2. Development and validation of MethylCog, a blood DNA methylation proxy for cognition.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  3. Article
  4. Article
  5. Nutrition as a systems regulator of brain aging trajectories.Frontiers in molecular neuroscience · 2026
    Review
  6. Review
  7. Article
  8. The role of bilingualism on functional decline and neurodegeneration in distinct ADRD clinical syndromes.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  9. Review
  10. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Wei ZhangDivision of Biostatistics, Department of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
David LukacsovichDivision of Biostatistics, Department of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
Juan I YoungDr. John T Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
Lissette GomezJohn P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, 33136, USA.
Michael A SchmidtDr. John T Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
Eden R MartinDr. John T Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
Brian W KunkleDr. John T Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
X Steven ChenDivision of Biostatistics, Department of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA.
Deirdre M O'SheaComprehensive Center for Brain Health, Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, 33433, USA. dxo334@med.miami.edu.
James E GalvinComprehensive Center for Brain Health, Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, 33433, USA. jeg200@miami.edu.
Lily WangDivision of Biostatistics, Department of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA. lily.wangg@gmail.com.

Funding

Miami Clinical and Translational Science InstituteUM1TR004556 · NCATS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Olveen Carrasquillo, ERIN N KOBETZ · 2023 to 2026
$16.0M
Reducing Disparities in Dementia and VCID Outcomes in a Multicultural Rural PopulationR01NS101483 · NINDS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI GALVIN, JAMES E · 2019 to 2023
$8.0M
Integrative Genomic Approaches for Understanding Sex Differences in Alzheimer's DiseaseR01AG062634 · NIA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI KUNKLE, BRIAN WILLIAM, MARTIN, EDEN R. · 2019 to 2023
$3.8M
Miami Clinical and Translational Science Institute K12 ProgramK12TR004555 · NCATS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI ALESSIA FORNONI, Tatjana Rundek · 2023 to 2026
$3.0M
New DNA methylation biomarkers for predicting AD and cognitive declineR61NS135587 · NINDS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI WANG, LILY · 2024 to 2025
$1.5M
Miami Clinical and Translational Science Institute K12TR004555NCATS NIH HHS K12 TR004555NCATS NIH HHS UM1 TR004556NIA NIH HHS R01 AG062634NINDS NIH HHS R01 NS101483NINDS NIH HHS R61 NS135587University of Miami Team Science Funding Program AWD-Neuro TSA-01US National Institutes of Health R01AG062634US National Institutes of Health R01NS101483US National Institutes of Health R61NS135587
6 · The paper itself

Abstract

Cognitive resilience (CR) contributes to the variability in risk for developing and progressing in Alzheimer's disease (AD) among individuals. Beyond genetics, recent studies highlight the critical role of lifestyle factors in enhancing CR and delaying cognitive decline. DNA methylation (DNAm), an epigenetic mechanism influenced by both genetic and environmental factors, including CR-related lifestyle factors, offers a promising pathway for understanding the biology of CR. We studied DNAm changes associated with the Resilience Index (RI), a composite measure of lifestyle factors, using blood samples from the Healthy Brain Initiative (HBI) cohort. After corrections for multiple comparisons, our analysis identified 19 CpGs and 24 differentially methylated regions significantly associated with the RI, adjusting for covariates age, sex, APOE ε4, and immune cell composition. The RI-associated methylation changes are significantly enriched in pathways related to lipid metabolism, synaptic plasticity, and neuroinflammation, and highlight the connection between cardiovascular health and cognitive function. By identifying RI-associated DNAm, our study provided an alternative approach to discovering future targets and treatment strategies for AD, complementary to the traditional approach of identifying disease-associated variants directly. Furthermore, we developed a Methylation-based Resilience Score (MRS) that successfully predicted future cognitive decline in an external dataset from the Alzheimer's Disease Neuroimaging Initiative (ADNI), even after accounting for age, sex, APOE ε4, years of education, baseline diagnosis, and baseline MMSE score. Our findings are particularly relevant for a better understanding of epigenetic architecture underlying cognitive resilience. Importantly, the significant association between baseline MRS and future cognitive decline demonstrated that DNAm could be a predictive marker for AD, laying the foundation for future studies on personalized AD prevention.

Indexed as

CognitionCognitive DysfunctionDNA MethylationLife StyleResilience, PsychologicalAgedAged, 80 and overAlzheimer DiseaseCohort StudiesEpigenesis, GeneticFemaleHumansMaleAlzheimer’s diseaseCognitive resilienceDNA methylationLifestyle factors

Identifiers

PMID40264239
PMCPMC12016380

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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.