Evidence map›Paper›PMID 41445656›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Associations of Epigenetic Age Acceleration with Motor Impairment: Evidence from the PPMI Cohort.

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

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

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

Objective: Motor decline is a hallmark of Parkinson's disease (PD) and biological aging. While epigenetic clocks measure systemic biological aging, their specific relationship with neuromotor function in the context of aging and neurodegeneration remains under-characterized. This study utilized data from the Parkinson's Progression Markers Initiative (PPMI) to examine the relationships between multiple DNA methylation-based epigenetic aging measures and motor impairment across distinct domains. Methods: We utilized longitudinal phenotype and whole-blood DNA methylation data from the PPMI cohort. Seven epigenetic aging measures were calculated, including first-generation clocks (Horvath v1, Hannum), risk-optimized second-generation clocks (PhenoAge, GrimAge v1 and v2), a deep-learning estimator (AltumAge), and a pace-of-aging biomarker (DunedinPACE). Motor function was assessed using the MDS-UPDRS, which captures patient-reported disability, global staging (Hoehn & Yahr), and specific motor signs, including tremor, bradykinesia, and postural instability. Cross-sectional associations were evaluated using binary or ordinal logistic regression, while longitudinal repeated measures were analyzed using generalized estimating equations (GEE) and cumulative link mixed models (CLMM), with adjustments for multiple comparisons made using the false discovery rate (FDR). Results: Cross-sectional analyses yielded limited evidence, identifying only a specific association between Horvath v1 acceleration and postural tremor in males ( Conclusions: Accelerated epigenetic aging is robustly associated with the longitudinal progression of tremor impairment in PD, with associations being particularly consistent and multi-dimensional in men. These findings suggest that systemic biological aging, as captured by both first- and second-generation clocks, disproportionately exacerbates tremor circuitry distinct from the dopaminergic pathways that drive bradykinesia. Epigenetic clocks may serve as valuable biomarkers for monitoring progression and risk stratification, particularly for tremor-dominant phenotypes.

Identifiers

PMID41445656
PMCPMC12724155

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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.