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ORIGINAL RESEARCH article

Front. Public Health

Sec. Public Health Education and Promotion

Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1546597

Nolinear association between weight-adjusted-waist index and obstructive sleep apnea: a cross-sectional study from the

Provisionally accepted
Miao Shu Miao Shu 1,2Ben Qin Ben Qin 2,3Song Cai Song Cai 2,3Yashi Zhou Yashi Zhou 2,3Bingjie Xie Bingjie Xie 2Juxiang Peng Juxiang Peng 1,2*Jukun Song Jukun Song 4*
  • 1 School of Stomatology, Guizhou Medical University, Guizhou, China
  • 2 Guiyang Hospital of Stomatology, Guiyang, Guizhou Province, China
  • 3 School of Stomatology, Zunyi Medical University, Zunyi, Guizhou Province, China
  • 4 Department of Oral and Maxillofacial Surgery, School of Stomatology, Guizhou Medical University, Guiyang, Guizhou Province, China

The final, formatted version of the article will be published soon.

    Background:The principal objective of the present investigation is to undertake an in-depth exploration of the relationship that exists between the newly introduced weight-adjusted waist index (WWI), employed as a surrogate way for corpulence, and obstructive sleep apnea (OSA).Methods:Analysis using cross-sectional data from 11,545 NHANES participants across 2005 - 2008 & 2015 - 2020. Obesity via WWI (waist circumference over sqrt of body weight). OSA via 3 NHANES QnA items: monthly excessive sleepiness, weekly wheezing/snoring/breathing stoppage, weekly snoring. Relationships between WWI & OSA probed with weighted multivariate logistic regression and smoothed curve fitting. Also did subgroup, interaction tests and threshold effect analysis. Excluded those with incomplete WWI, OSA or hypertension data as they might have different health profiles.We excluded participants with incomplete data on WWI, OSA, or hypertation-related items,as those with missing data might have different health profiles.Results:The study, encompassing a cohort of 11,545 participants, revealed that 5,727 individuals were diagnosed with OSA. Upon conducting fully adjusted models, A positive relevance between WWI and OSA was established, with an odds ratio of 1.57 (95% CI: 1.44, 1.71), indicating a significant relationship. Notably, participants falling within the highest quartile of WWI exhibited a markedly heightened propensity for OSA, being 2.58 times more likely to suffer from it than those in the bottom quartile [OR: 2.58 (95% CI: 2.10, 3.17)]. Rigorous subgroup analyses and interaction tests further confirmed the robustness of this positive association across various subgroups, thereby affirming the consistency of the observed relationship. Additionally, a noteworthy nonlinear association and saturation phenomenon were discerned between the WWI and OSA, demarcated by an inflection point at 11.70 cm/√kg.Conclusion:Our research has clearly shown a significant positive correlation, along with a saturation effect, between WWI and OSA in the American population. However, the cross-sectional design limits causal inference, and the exclusion of certain participants may affect the generalizability of the findings. Future longitudinal studies are needed to explore causality and address potential biases associated with participant exclusion, ultimately improving the broader applicability of the results.

    Keywords: Weight-adjusted waist index, obstructive sleep apnea, Obesity, NHANES, Cross-sectional study

    Received: 17 Dec 2024; Accepted: 07 Mar 2025.

    Copyright: © 2025 Shu, Qin, Cai, Zhou, Xie, Peng and Song. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence:
    Juxiang Peng, School of Stomatology, Guizhou Medical University, Guizhou, China
    Jukun Song, Department of Oral and Maxillofacial Surgery, School of Stomatology, Guizhou Medical University, Guiyang, 550004, Guizhou Province, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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