Evidence map›Paper›PMID 41209074›Full record

ReviewClinical hypertension2025

Dual modulation of atherosclerosis by exercise and metformin: convergent pathways, divergent outcomes, and therapeutic potential.

Hongpeng Li, Ziyi Zhang, Manqi Sun, Shousheng Xu

Abstract readReview
In one paragraph

Review in Clinical hypertension, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

4 authors.

Hongpeng LiSchool of Sport Science, Beijing Sport University, Beijing, China.ORCID https://orcid.org/0000-0002-7906-7413
Ziyi ZhangSchool of Sport Science, Beijing Sport University, Beijing, China.ORCID https://orcid.org/0009-0002-3861-8677
Manqi SunSchool of Social Sports, Tianjin University of Sport, Tianjin, China.ORCID https://orcid.org/0009-0002-7729-6906
Shousheng XuSchool of Sport Science, Beijing Sport University, Beijing, China.ORCID https://orcid.org/0009-0000-0976-8778

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Atherosclerosis remains a major contributor to cardiovascular morbidity and mortality, characterized by endothelial dysfunction, chronic inflammation, and metabolic dysregulation. Both exercise and metformin have demonstrated cardiovascular benefits through overlapping molecular mechanisms, notably involving AMP-activated protein kinase (AMPK) activation, mitochondrial biogenesis, anti-inflammatory pathways, and autophagy regulation. This review synthesizes current evidence on how these 2 interventions individually and jointly modulate vascular remodeling and atherogenesis. We critically examine their synergistic effects and potential conflicts, particularly regarding AMPK signaling intensity, tissue-specific responsiveness, and the influence of intervention timing, dose, and host metabolic state. We also explore how exercise and metformin interact dynamically across key molecular networks, including the M3-calcium/calmodulin-dependent protein kinase kinase beta-AMPK axis and downstream effectors such as sirtuin 1 and peroxisome proliferator-activated receptor gamma coactivator 1-alpha. While emerging data suggest potential benefits from the combined intervention in attenuating vascular aging and plaque formation, evidence remains mixed, and context-dependent responses are increasingly recognized. This review highlights the need for individualized intervention strategies and proposes mechanistic models to guide future research. Overall, a deeper understanding of the dynamic crosstalk between exercise and metformin may enhance the development of personalized therapies for atherosclerotic cardiovascular disease.

Indexed as

AMPKAtherosclerosisExerciseMetforminMitochondrial adaptation

Identifiers

PMID41209074
PMCPMC12591866

What Socratic 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 Socratic graph.