Evidence map›Paper›PMID 40442162›Full record

ArticleScientific reports2025

Insulin resistance mediates the association between physical activity and mortality in US adults with metabolic syndrome.

Kedi Gao, Youliang Lin

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

2 authors.

Kedi GaoSchool of Physical Education, Wuhan University of Technology, South Lake Campus, Xiongchu Avenue 258, Hongshan District, Wuhan, 430000, Hubei, China.
Youliang LinSchool of Physical Education, Wuhan University of Technology, South Lake Campus, Xiongchu Avenue 258, Hongshan District, Wuhan, 430000, Hubei, China. lyl3224@whut.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the associations between physical activity (PA) and all-cause mortality (ACM), cause-specific mortality (cancer, cardiovascular disease), and premature mortality, with a focus on the mediating role of insulin resistance. Data from the National Health and Nutrition Examination Survey (NHANES) were analyzed, including 8,460 participants. PA was quantified in metabolic equivalents (MET-h/week) and categorized into four groups: no physical activity (NOPA), low-level PA (LLPA), moderate-level PA (MLPA), and high-level PA (HLPA). Cox regression, restricted cubic splines, and Kaplan-Meier survival curves assessed the associations between PA and mortality risks. Mediation analysis evaluated the role of insulin resistance. With a median follow-up of 6.3 years, 1,147 all-cause deaths, 321 cardiovascular deaths, 274 cancer deaths, and 441 premature deaths. Compared to the NOPA group (0 MET-h/week), the LLPA (MET < 10 h/week), MLPA (10 ≤ MET < 50 h/week), and HLPA (≥ 50 MET-h/week) groups showed significant reductions in all-cause mortality risk by 39% (HR = 0.61, 95% CI: 0.51-0.73), 44% (HR = 0.56, 95% CI: 0.48-0.66), and 57% (HR = 0.43, 95% CI: 0.35-0.52), respectively. Similarly, for cardiovascular disease mortality, the risk reductions were 49% (HR = 0.51, 95% CI: 0.36-0.71), 51% (HR = 0.49, 95% CI: 0.37-0.64), and 52% (HR = 0.48, 95% CI: 0.35-0.66) across the three PA groups. In terms of cancer mortality risk, only the HLPA group showed a statistically significant 50% reduction (HR = 0.50, 95% CI: 0.34-0.74), while the LLPA and MLPA groups demonstrated non-significant reductions of 29% and 16%, respectively. A nonlinear dose-response relationship was observed for PA and mortality. Mediation analysis revealed that HOMA-IR mediated 22.1% (P = 0.022), 16.7% (P = 0.002), 15.7% (P = 0.030), and 10.1% (P = 0.058) of the association ACM, cause-specific mortality, and premature mortality, respectively. This study highlights the protective effects of PA in reducing the risks of ACM, cause-specific mortality, and premature mortality, particularly in patients with metabolic syndrome. Insulin resistance plays a significant mediating role in these relationships, underscoring the importance of targeting both PA and insulin resistance in interventions to reduce mortality risks in metabolic syndrome patients.

Indexed as

ExerciseInsulin ResistanceMetabolic SyndromeAdultAgedCardiovascular DiseasesCause of DeathFemaleHumansMaleMiddle AgedMortality, PrematureNeoplasmsNutrition SurveysProportional Hazards ModelsRisk FactorsInsulin resistanceMediation analysisMetabolic syndrome (MetS)MortalityNHANESPhysical activity (PA)

Identifiers

PMID40442162
PMCPMC12122696

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.