Evidence map›Paper›PMID 40873810›Full record

ArticleJournal of pain research2025

The Role of Lifestyle Behaviors in Shaping the Relationship Between Chronic Pain and Epigenetic Age Acceleration: Evidence From NHANES 1998 to 2002.

Yujun Ke, Chunlan Wu, Zhangren Cheng, Min Liang

Abstract read
In one paragraph

Article in Journal of pain research, 2025. 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

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

4 authors.

Yujun Ke *Department of Anesthesiology, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China.
Chunlan Wu *Department of Oncology, Molecular Oncology Research Institute, the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, People's Republic of China.
Zhangren ChengDepartment of Anesthesiology, Nanping First Hospital Affiliated to Fujian Medical University, Nanping, 353000, People's Republic of China.
Min LiangDepartment of Anesthesiology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic pain is a prevalent and debilitating disorder. However, whether it accelerates aging remains contentious. Epigenetic clocks serve as robust instruments for evaluating biological aging. This study aims to examine the relationship between chronic pain and epigenetic clocks in a nationally representative US sample and discover potential shared systemic mechanisms. Methods: This research comprised 2,532 individuals aged 50 and above from the 1999-2002 National Health and Nutrition Examination Survey (NHANES) database. Multivariable logistic regression combined with the propensity score matching (PSM) method was employed to investigate the relationship between chronic pain and six epigenetic clocks across three generations. Results: There was a substantial correlation between chronic pain and epigenetic age acceleration before adjusting for confounders. This association slightly weakened upon adjustment for sociodemographic characteristics, drug uses, and comorbidities, and was utterly nullified after accounting for lifestyle behaviors. In the PSM model, which employed chronic pain as the dependent variable and included all covariates as predictors, no evidence of epigenetic age acceleration was detected. However, in the PSM model that excluded lifestyle behaviors as predictors, individuals experiencing chronic pain showed faster epigenetic age acceleration on GrimAge [β = 0.94, 95% confidence interval (CI): 0.05 to 1.83] and GrimAge2 [β = 1.14, 95% CI: 0.17 to 2.10]. Conclusion: Our findings highlight the role of lifestyle behaviors as confounders of the pain-aging relationship as potentially alterable risk factors for epigenetic age acceleration. It provides vital guidance for developing public health strategies to promote healthy aging among chronic pain patients.

Indexed as

chronic painepigenetic clocksGrimAge2NHANESpropensity score matching

Identifiers

PMID40873810
PMCPMC12379997

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.