Mediation effect of gut microbiota on the relationship between physical activity and carotid plaque

Front Microbiol. 2024 Jul 11:15:1432008. doi: 10.3389/fmicb.2024.1432008. eCollection 2024.

Abstract

Background: Physical activity has been shown to have an effect on Carotid plaque (CP) which is a predictor of Cardiovascular disease (CVD). Studies have shown that physical activity can alter the composition of gut microbiota, whether its influence on CP was mediated by gut microbiota has yet to be proved.

Methods: We conducted a case-control study involving 30 CP patients and 31 controls. Logistic regression was used to analyze the association between CP and physical activity. LefSe was used to explore the association between gut microbiota and physical activity as well as CP, and PhyloMed was used to examine the mediating effect of gut microbiota in the association between physical activity and CP.

Results: After adjusting for potential confounders, adequate physical activity showed a significant association with a decreased risk of CP (ORadj: 0.25, 95%CI: 0.06, 0.97). CP was associated with enrichment in the order Bacteroidales within the phylum Bacteroidetes and the predominant microbiota in individuals without plaque was the order Clostridiales (LDA scores >3). Individuals with adequate physical activity had a higher abundance of the order Clostridiales, while the order Bacteroidetes was enriched in individuals with inadequate physical activity (LDA scores >3). The PhyloMed revealed a significant mediation effect of gut microbiota in the association between physical activity and CP (p = 0.03).

Conclusion: Adequate physical activity was significantly associated with a decreased risk of CP, and this association was mediated by an increase in the abundance of gut microbiota in the order Clostridiales.

Keywords: carotid plaque; gut microbiota; mediation; phylogenetic tree; physical activity.

Grants and funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by funding from the Natural Science Foundation of Hunan Province (2024JJ5283 to XH), the Hunan Young Talent grant (2020RC3063 to YL), and the Wisdom Accumulation and Talent Cultivation Project of the Third XiangYa Hospital of Central South University (YX202002 to YL). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.