Evidence map›Paper›PMID 42783808›Full record

ReviewMetabolites2026

Dose-Response Relationships Between Exercise Modalities and Triglyceride Reduction in Adults: A Systematic Review and Model-Based Network Meta-Analysis.

Junru Zeng, Hong Wang, Fengrui Shi

Abstract readReview
In one paragraph

Review in Metabolites, 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

3 authors.

Junru ZengSchool of Wushu, Wuhan Sports University, Wuhan 430079, China.
Hong WangSchool of Wushu, Wuhan Sports University, Wuhan 430079, China.ORCID 0000-0001-9385-0087
Fengrui ShiSchool of Wushu, Wuhan Sports University, Wuhan 430079, China.ORCID 0009-0007-1251-6062

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesTriglyceride-rich lipoproteins contribute to residual atherosclerotic cardiovascular risk, but the comparative and dose-response effects of exercise modalities on triglycerides (TGs) remain uncertain. We compared aerobic exercise (AE), resistance training (RT), combined exercise (CE), and high-intensity interval training (HIIT) and characterized modality-specific dose-response relationships.

methodsFive databases were searched from inception through January 2026. Randomized trials in adults were synthesized using contrast-based random-effects network meta-analysis (NMA) and model-based network meta-analysis (MBNMA), with dose harmonized as MET·min/week.

resultsSeventy-six independent trials included 4483 participants in 208 randomized arms. The 122 active arms generated 122 exercise-control contrasts; one CE contrast with zero reported sampling variance was excluded from both network models, leaving 121 analyzed contrasts in 86 independent comparator blocks. Exercise reduced TG by 0.149 mmol/L, on average (95% CI 0.099-0.199), although the prediction interval crossed the null. CE had the largest average network estimate (MD -0.255 mmol/L), followed by HIIT (-0.225) and AE (-0.130); RT was inconclusive. The modality-specific linear model had the lowest AICc. Per 1000 MET·min/week, slopes were -0.128 mmol/L for AE, -0.307 for CE, -0.081 for RT, and -0.239 for HIIT; the RT slope crossed the null. No supported interior optimum was identified.

conclusionsAE, CE, and HIIT were associated with lower TGs, but certainty was low, and 50 trials were at high risk of bias. CE produced the largest average estimate within the available network, not definitive evidence of universal superiority. The reported lowest and upper observed doses are descriptive boundaries rather than efficacy thresholds or prescription targets.

Indexed as

dose–responseexercisemetabolic equivalentnetwork meta-analysisrandomized controlled trialtriglycerides

Identifiers

PMID42783808
PMCPMC13609431

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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.