Evidence map›Paper›PMID 40640766›Full record

ArticleBMC public health2025

Association between body roundness index and lung function among U.S. adults.

Weilong Xu, Chuanjie Zhang, Wei Feng, Ruizhen Shi

Abstract read
In one paragraph

Article in BMC public health, 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
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1 · What the graph read from it

What it found

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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

The trial behind it

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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.

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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.

Weilong XuDepartment of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong Province, China.
Chuanjie ZhangDepartment of Orthopedics, Third Affiliated Hospital of Jinzhou Medical University, Jinzhou, PR China.
Wei FengDepartment of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong Province, China.
Ruizhen ShiQingdao University, Qingdao, 266000, Shandong Province, China. sr_zhen0925@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObesity has increasingly become a major global public health issue of growing concern and is strongly linked to the deterioration of lung function. In contrast to the conventional body mass index (BMI), the body roundness index (BRI), a more contemporary approach to evaluating body shape, offers a more precise representation of body fat and visceral fat levels. The main aim of this study is to explore the correlation between BRI and lung function.

methodsThe data utilized in this study were obtained from the National Health and Nutrition Examination Survey (NHANES), encompassing a sum of 12,061 participants. To examine the association between BRI and several pulmonary function measures-specifically FVC, FEV1, PEF, and FEF 25-75%-the study employed multiple linear regression models, restricted cubic splines (RCS) analysis, receiver operating characteristic (ROC) curve analysis and subgroup analyses.

resultsThe findings of the study reveal a significant inverse relationship between BRI and several lung function indicators: FVC (β = -0.05, 95% CI [-0.06, -0.05]), FEV1 (β = -0.03, 95% CI [-0.04, -0.03]), PEF (β = -0.03, 95% CI [-0.04, -0.01]), and FEF 25-75% (β = -0.014, 95% CI [-0.023, -0.005]). The RCS analysis further suggests a non-linear pattern, where lung function remains stable or experiences a slight increase at lower BRI values. However, beyond a specific threshold, a marked decline in lung function is observed. Furthermore, ROC analysis demonstrated that BRI had superior predictive performance compared to BMI for reduced lung function, with particularly greater discriminative ability for large airway indicators. Additionally, subgroup analysis indicates that this negative association is more evident among males, older adults, and individuals who smoke.

conclusionsAn elevated BRI is independently associated with lower lung function parameters in high-risk groups. These findings imply that BRI may serve as a useful tool for the early detection of individuals who are at an increased risk of impaired lung function. Furthermore, continuous monitoring of BRI is crucial for enabling timely intervention and mitigating potential lung function decline.

Indexed as

LungAdultAgedBody Mass IndexFemaleHumansMaleMiddle AgedNutrition SurveysRespiratory Function TestsUnited StatesBody roundness indexCross-sectional studyLung functionObesityVisceral fat

Identifiers

PMID40640766
PMCPMC12243375

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Registered trials

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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.