Evidence map›Paper›PMID 41905169›Full record

ArticleNeurobiology of aging2026

Associations of epigenetic age acceleration with motor impairment: Evidence from the Parkinson's Progression Markers Initiative cohort.

Tao Jiang, Julia Hui, Bowen Feng, Guojun Tan, Guangwei Yuan, Jingyun Yang

Abstract read
PubMed Publisher
In one paragraph

Article in Neurobiology of aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Tao JiangDepartment of Neurology, Laizhou People's Hospital, Laizhou, Shandong, China.
Julia HuiDepartment of Statistics, College of Literature, Science, and the Arts, University of Michigan, Ann Arbor, MI, USA.
Bowen FengThe Hospital for Sick Children, Toronto, ON, Canada.
Guojun TanDepartment of Rehabilitation, Yantai Fushan People's Hospital, Yantai, Shandong, China.
Guangwei YuanDepartment of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Jingyun YangRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA; Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA. Electronic address: jingyun_yang@rush.edu.

Funding

SUPPLEMENT TO RUSH ALZHEIMERS DISEASE CENTER COREP30AG010161 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1991 to 2020
$49.1M
EPIDEMIOLOGY OF NEURAL RESERVE AND NEUROBIOLOGY IN AGINGR01AG017917 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 2001 to 2023
$43.3M
RISK FACTORS, PATHOLOGY, AND CLINICAL EXPRESSIONS OF ADR01AG015819 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1998 to 2024
$21.4M
Whole Genome Sequencing and Admixture Analyses of Neuropathologic Traits in White, Black, and Latino Americans and BraziliansR01AG075927 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI DAVID ALAN BENNETT · 2023 to 2026
$14.9M
Identifying resilience proteins in key motor tissues that drive motor and cognitive decline and offset the negative effects of ADRD pathologies within and outside the brainR01AG075728 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI ARON S BUCHMAN · 2022 to 2026
$6.9M
A Novel Epigenetic Clock for Brain AgingR01AG069904 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI FRANCINE GRODSTEIN, Bernardo Lemos · 2021 to 2026
$4.5M
Hippocampal neurogenesis in cognitive function and dysfunction in Alzheimer's disease.R01AG076940 · NIA · UNIVERSITY OF ILLINOIS AT CHICAGO · PI Orly Lazarov · 2022 to 2026
$3.7M
Thinking about walking: Can digital phenotyping of mobility improve the prediction of Alzheimer's dementia and inform on the pathologies and proteins contributing to this association?R01AG079133 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI ARON S BUCHMAN · 2022 to 2026
$3.5M
NIA NIH HHS P30 AG010161NIA NIH HHS R01 AG015819NIA NIH HHS R01 AG017917NIA NIH HHS R01 AG069904NIA NIH HHS R01 AG075728NIA NIH HHS R01 AG075927NIA NIH HHS R01 AG076940NIA NIH HHS R01 AG079133
6 · The paper itself

Abstract

Motor decline is a hallmark of Parkinson's disease (PD) and biological aging, yet the specific relationship between systemic biological aging and neuromotor function remains under-characterized. This study leveraged longitudinal phenotypic and whole-blood DNA methylation data from the Parkinson's Progression Markers Initiative (PPMI) to evaluate associations between seven epigenetic aging measures, spanning first-generation, second-generation (risk-optimized), rate-based, and next-generation deep-learning clocks, and motor impairment. Motor function was assessed using the Movement Disorder Society-sponsored Revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS). While cross-sectional analyses yielded limited evidence, longitudinal repeated-measures analyses revealed robust associations between accelerated epigenetic aging and worsening postural and kinetic tremor phenotypes. Associations with gait, rigidity, and bradykinesia were largely non-significant or inversely related in the overall sample. Sex-stratified analyses revealed sexual dimorphism, with males exhibiting a broad, multi-clock phenotype (involving Horvath, PhenoAge, and GrimAge), where accelerated aging was associated with worsening tremor, gait, and rigidity. In contrast, females showed restricted associations, primarily linking the Hannum clock to tremor and global staging. These findings suggest that systemic biological aging is more strongly associated with longitudinal progression of tremor-related phenotypes than with rigidity or bradykinesia, although mechanistic interpretations regarding specific neural circuits remain hypothesis-generating. Accordingly, accelerated epigenetic aging is robustly associated with longitudinal tremor progression in this cohort, particularly in men, suggesting these metrics may serve as valuable biomarkers for monitoring progression and risk stratification in tremor-dominant phenotypes.

Indexed as

AgingEpigenesis, GeneticParkinson DiseaseAgedBiomarkersCohort StudiesDisease ProgressionDNA MethylationFemaleGaitHumansLongitudinal StudiesMalePhenotypeSex CharacteristicsTremorBiomarkersBiological agingDNA methylationEpigenetic clockMotor progressionParkinson’s diseaseSex differencesTremor

Identifiers

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Registered trials

None linked

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.