Evidence map›Paper›PMID 41939882›Full record

SynthesisFrontiers in immunology2026

Effects of exercise intensity and volume on systemic inflammation in overweight and obese postmenopausal women: a dose-response meta-analysis.

Gang Huang, Guanbo Wang, Lianghao Zhu, Ping Wang

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Frontiers in immunology, 2026. 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

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.

Gang HuangSchool of Physical Education, Hunan University of Science and Technology, Xiangtan, China.
Guanbo WangPhysical Education Institute, Sichuan University of Science & Engineering, Zigong, China.
Lianghao ZhuKey Laboratory of Psychological and Physiological Regulation in Competitive Sports, Tianjin University of Sport, Tianjin, China.
Ping WangSchool of Physical Education, Guangdong University of Petrochemical Technology, Maoming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study evaluates the dose-response relationships between multiple exercise parameters (volume, duration, and intensity) and inflammatory modulation (C-reactive protein [CRP], interleukin-6 [IL-6], tumor necrosis factor-α [TNF-α], and adiponectin) exclusively in overweight and obese postmenopausal women. Methods: Five databases were systematically searched for randomized controlled trials (RCTs) up to January 2026 (PROSPERO: CRD420261288134). Standardized Mean Differences (SMD) were estimated using random-effects models. Meta-regression analyses investigated the dose-response effects of total exercise volume (MET-minutes/week), intervention duration (weeks), and exercise intensity (systematically standardized to %HRmax). Results: Analysis of 30 RCTs (N = 2,124) demonstrated that exercise interventions significantly reduced TNF-α (SMD = -0.47, p < 0.001) and CRP (SMD = -0.36, p = 0.001). Changes in IL-6 and adiponectin were not statistically significant. Leave-one-out sensitivity analyses confirmed the exceptional stability of the CRP (SMD range: -0.41 to -0.28) and TNF-α reductions. Meta-regression revealed no definitive linear dose-response relationships for total exercise volume or duration across any biomarkers. However, a borderline trend (p = 0.063) indicated that higher exercise intensity is associated with greater reductions in TNF-α. Conclusion: Structured exercise functions as a potent therapeutic modality that reliably mitigates systemic and tissue-derived inflammation in postmenopausal obesity. The findings challenge the traditional reliance on total exercise volume or duration, pointing instead toward an "intensity threshold" where higher exercise intensities more effectively drive anti-inflammatory adaptations. Precision exercise prescriptions for this demographic should prioritize the optimization of exercise intensity.

Indexed as

ExerciseInflammationObesityOverweightPostmenopauseAdiponectinBiomarkersC-Reactive ProteinFemaleHumansInterleukin-6Middle AgedRandomized Controlled Trials as TopicTumor Necrosis Factor-alphaAdiponectinBiomarkersC-Reactive ProteinInterleukin-6Tumor Necrosis Factor-alphadose-responseexercise%HRmaxinflammationmenopausemeta-regressionobesity

Identifiers

PMID41939882
PMCPMC13043358

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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.