Cui Ying, Cheng Ziyi
Department of Public Health Science, Graduate School and Transdisciplinary Major in Learning Health Systems, Graduate School, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul, Republic of Korea.
Department of Electrical and Electronic Engineering, The University of Manchester, Manchester, M13 9PL, UK.
Eat Weight Disord. 2025 Feb 2;30(1):11. doi: 10.1007/s40519-025-01717-4.
PURPOSE: Exploring novel mediators affecting the relationship between obesity and sleep-disordered breathing (SDB) is necessary. This study aimed to explore the mediating role of the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) in the association between body mass index (BMI) and SDB using data from the 2015-2018 National Health and Nutrition Examination Survey (NHANES) cycles. METHODS: Total 7639 participants were included. SDB was defined based on the self-reported frequency of snoring, snorting, or excessive daytime sleepiness. The BMI and NHHR were calculated based on height and weight measurements and laboratory data, respectively. Weighted multivariate logistic and linear regression analyses were conducted to examine the associations, and restricted cubic spline (RCS) analysis was used to assess dose-response relationships. Mediation analysis was performed to evaluate the NHHR's role in the BMI-SDB association. Subgroup analyses were performed to assess differences across various populations. RESULTS: SDB symptoms were observed in 51.05% of participants. Higher BMI was significantly associated with increased SDB risk. RCS analysis revealed a nonlinear relationship between BMI and SDB. Subgroup analyses indicated a positive correlation between BMI and SDB was stronger among nonhypertensive participants. NHHR was positively associated with BMI and SDB. Mediation analysis showed that the NHHR explained 5.44-8.12% of the BMI-SDB association. CONCLUSIONS: BMI is a critical factor in the risk of SDB, and the NHHR partially mediates this relationship. BMI and cholesterol levels should be managed to mitigate the SDB risk. LEVEL OF EVIDENCE: Level V-cross-sectional observational study.
目的:探索影响肥胖与睡眠呼吸紊乱(SDB)之间关系的新型介质很有必要。本研究旨在利用2015 - 2018年国家健康与营养检查调查(NHANES)周期的数据,探讨非高密度脂蛋白胆固醇与高密度脂蛋白胆固醇比值(NHHR)在体重指数(BMI)与SDB关联中的中介作用。 方法:共纳入7639名参与者。SDB根据自我报告的打鼾、哼声或白天过度嗜睡频率来定义。BMI和NHHR分别根据身高、体重测量值和实验室数据计算得出。进行加权多变量逻辑回归和线性回归分析以检验关联,并使用受限立方样条(RCS)分析来评估剂量反应关系。进行中介分析以评估NHHR在BMI - SDB关联中的作用。进行亚组分析以评估不同人群之间的差异。 结果:51.05%的参与者出现SDB症状。较高的BMI与SDB风险增加显著相关。RCS分析显示BMI与SDB之间存在非线性关系。亚组分析表明,在非高血压参与者中,BMI与SDB之间的正相关更强。NHHR与BMI和SDB呈正相关。中介分析表明,NHHR解释了BMI - SDB关联的5.44 - 8.12%。 结论:BMI是SDB风险的关键因素,NHHR部分介导了这种关系。应控制BMI和胆固醇水平以降低SDB风险。 证据水平:V级 - 横断面观察性研究。
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