Evidence map›Paper›PMID 42643654›Full record

ArticleFrontiers in physiology2026

Body mass index-related heterogeneity in diaphragm thickening fraction response to exercise training in stable chronic obstructive pulmonary disease.

Yide Wang, Yidie Bao, Xinliao Deng, Hongxia Duan, Hui Li, Jiachi Zhang, Jian Li, Peijun Li, Xiaodan Liu

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Article in Frontiers in physiology, 2026. 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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5 · Who and what money

Authors and funding

9 authors.

Yide WangDepartment of Rehabilitation, The Fourth Clinical Medical College of Xinjiang Medical University, Urumqi, China.
Yidie BaoSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Xinliao DengSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Hongxia DuanSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Hui LiSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Jiachi ZhangSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Jian LiSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Peijun LiSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Xiaodan LiuSchool of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diaphragmatic dysfunction contributes to exercise intolerance in COPD, but whether BMI shapes baseline function and response to exercise remains unclear. This secondary analysis characterized BMI-related diaphragmatic phenotypes and whether diaphragm thickening fraction (TFdi) links exercise training to functional improvement. Methods: Data were analyzed from 103 patients with stable COPD in a completed 2×2 factorial randomized trial. Because no exercise-by-acupuncture interaction was detected for 4-week TFdi, participants were regrouped as exercise-exposed or non-exercise. Associations between BMI and baseline TFdi were assessed using restricted cubic splines and threshold models. Regression models estimated exercise effects on 4-week TFdi and 6-minute walk distance (6MWD), with BMI-stratified interaction and exploratory mediation analyses. Results: BMI showed a nonlinear association with baseline TFdi, with an adjusted turning point at 23.7 kg/m². Below this threshold, BMI was positively associated with TFdi (β=0.05, 95% CI 0.03-0.08); above it, the association was negative (β=-0.05, 95% CI -0.07 to -0.03). Exercise was associated with higher 4-week TFdi (β=0.15, 95% CI 0.01-0.29) and longer 6MWD (β=59.61 m, 95% CI 10.65-108.57). The TFdi response was most pronounced at BMI ≥25.0 kg/m², with borderline interaction evidence. Exploratory mediation suggested TFdi partially mediated exercise-related 6MWD gains, particularly in this BMI group. Conclusions: This study integrates BMI phenotyping, diaphragm ultrasound, and mediation analysis to show that diaphragmatic function and exercise-induced diaphragmatic adaptation in COPD are BMI dependent. BMI may help identify patients most likely to derive diaphragmatic benefit from rehabilitation.

Indexed as

body mass indexchronic obstructive pulmonary diseasediaphragm thickening fractionexercise trainingpulmonary rehabilitation

Identifiers

PMID42643654
PMCPMC13503601

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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.