Evidence map›Paper›PMID 41070205›Full record

ArticleBMJ open sport & exercise medicine2025

Impact of obesity and physical fitness on hypertension: a mediation analysis including over 380 000 Swiss young male conscripts from 2007 to 2022.

Cédric Gubelmann, Zeno Stanga, Kaspar Staub, Pedro Marques-Vidal

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Article in BMJ open sport & exercise medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Cédric GubelmannDepartment of Medicine, Internal Medicine, Lausanne University Hospital, Lausanne, Switzerland.ORCID https://orcid.org/0000-0002-4358-4769
Zeno StangaCentre of Competence for Military and Disaster Medicine, Swiss Armed Forces, Bern, Switzerland.
Kaspar StaubInstitute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland.
Pedro Marques-VidalDepartment of Medicine, Internal Medicine, Lausanne University Hospital, Lausanne, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity is a known risk factor for hypertension, but the extent to which physical activity mediates this relationship remains unclear. Methods: Cross-sectional data from medical exams of Swiss Armed Forces conscripts between 2007 and 2022 (N=382 583). Physical fitness was assessed via the Conscription Physical Test (CPT), which included five components, one of which was an endurance test (ET). Both CPT and ET results were categorised as 'fit' or 'unfit'. Weight status was classified based on body mass index (BMI) into normal weight, overweight (BMI 25-29.99) and obesity (BMI≥30 kg/m²). Hypertension was defined as ≥140/90 mm Hg. The study explored CPT and ET as mediators between BMI and hypertension. Results: 20.6% of the conscripts had hypertension, 20.4% overweight and 4.5% obese. Conscripts with overweight or obesity had a higher risk of hypertension compared with normal weight (OR and (bias-corrected 95% CI) of natural direct effect: 1.803 (1.766 to 1.845) and 2.727 (2.570 to 2.865)), with a protective effect of being fit (natural indirect effect for CPT: 0.976 (0.971 to 0.982) and 0.917 (0.881 to 0.953)). When ET was assessed, similar findings were obtained: 1.765 (1.731 to 1.804) and 2.680 (2.482 to 2.887) for overweight and obesity, with a protective effect of being fit (0.991 (0.983 to 0.999) and 0.925 (0.861 to 0.991)). Conclusions: Male Swiss conscripts with overweight and obesity face an increasing risk of hypertension, with the protective benefit of physical fitness showing an increasing trend as BMI increases.

Indexed as

EpidemiologyObesityPhysical fitness

Identifiers

PMID41070205
PMCPMC12506149

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