Related Experiment Video
Updated: Feb 4, 2026

Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea
Published on: December 6, 2016
Association of the weight-adjusted waist index and obstructive sleep apnea in adults
Si Pang1, Haobo Huang, Yunlong Zhu
1Department of Cardiology, The Central Hospital of Xiangtan (The Affiliated Hospital of Hunan University), Xiangtan, Hunan, China.
Abstract:
The weight-adjusted waist index (WWI) has gained attention as an innovative anthropometric metric that may offer superior assessment of central obesity compared to conventional measures. This study aims to explore the correlation between WWI and obstructive sleep apnea (OSA) across a broad range of the American population, seeking to uncover any potential associations between these variables. Using a weighted multivariate logistic regression approach, the analysis examined the association between WWI and OSA among adult participants in the National Health and Nutrition Examination Survey. Data collection spanned 2 intervals: 2005 to 2008 and 2015 to 2020. The study employed smoothed curve fitting, subgroup analyses, threshold effect assessments, and interaction tests to conduct a thorough investigation. This comprehensive methodology enabled an in-depth exploration of the relationship between the variables. Among 21,382 participants, the study identified a significant association between WWI and OSA, with an odds ratio of 1.38 (95% confidence interval: 1.27, 1.51). Notably, there were significant interactions across gender and age groups, but not within subgroups based on hypertension, diabetes, or body mass index status. Furthermore, a U-shaped correlation between WWI and OSA was observed in elderly individuals, while an inverted U-shaped pattern emerged among males, with inflection points at 10.45 cm/√kg for the elderly and 12.49 cm/√kg for males. The higher WWI ratio is nonlinearly associated with OSA among adults in the US. Implementing moderate interventions to manage WWI may help reduce the incidence of OSA, especially in individuals aged 70 and older.
Related Concept Videos
Sleep Apnea
The condition is more prevalent among...
The Anchoring-and-Adjustment Heuristic
Adjusting a Traverse
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Weighted Mean
For example, consider the number of goals scored in the matches of a tournament. While computing the average number of goals scored in the tournament, it may be more important to...
Stages of Sleep
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...

