Biological aging as a mediator of the weight-adjusted waist index’s association with obstructive sleep apnea symptom risk and mortality in adults: evidence from a NHANES cohort study

The weight-adjusted waist index (WWI) has been proposed as a novel anthropometric marker for assessing metabolic and cardiovascular risk. However, its relationship with obstructive sleep apnea syndrome (OSAS) and its associated mortality remains inadequately explored. This study analyzed data from 2005–2008 and 2015–2018 cycles of the National Health and Nutrition Examination Survey. Weighted multivariable logistic regression and restricted cubic spline (RCS) analyses were conducted to evaluate the association between WWI and OSAS risk. Subgroup analyses were performed to examine variations across demographic and clinical strata. Biological aging was estimated using phenotypic age (PhenoAge), and mediation analysis was conducted to assess its role in the WWI-OSAS association. Cox proportional hazards models were used to determine the relationship between WWI and both all-cause mortality among individuals with OSAS. RCS regression was employed to explore potential nonlinear associations between WWI and mortality outcomes. Among 15,750 participants, 4723 (29.99%) were diagnosed with OSAS. A higher WWI was significantly associated with an increased risk of OSAS (odds ratio [OR] = 1.194, 95% confidence interval [CI] 1.100–1.297, P < 0.001). In individuals with OSAS, Cox regression models indicated that elevated WWI was independently linked to a higher all-cause mortality rate (hazard ratio [HR] = 1.479, 95%CI 1.228–1.781, P < 0.001). The RCS analyses demonstrated a robust positive linear association between WWI and the risk of OSAS (P for overall < 0.001), as well as between WWI and all-cause mortality among individuals with OSAS (P for overall < 0.001). Higher WWI is linked to a greater risk of OSAS on its own, partly due to biological aging, and is also connected to a higher mortality risk in people with OSAS.

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Journal
European journal of medical research
Published
2026-04-01
DOI
https://doi.org/10.1186/s40001-026-04326-8
Primary Topic
Obstructive Sleep Apnea Research
Type
article
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article

Biological aging as a mediator of the weight-adjusted waist index’s association with obstructive sleep apnea symptom risk and mortality in adults: evidence from a NHANES cohort study

Min Li, Hongwei Liu, Qiang Zhong, Minheng Zhang et al.
European journal of medical research
Obstructive Sleep Apnea Research
article

Biological aging as a mediator of the weight-adjusted waist index’s association with obstructive sleep apnea symptom risk and mortality in adults: evidence from a NHANES cohort study

Min Li, Hongwei Liu, Qiang Zhong, Minheng Zhang, Haixia Fan, Minghui Wu
article en

Abstract

The weight-adjusted waist index (WWI) has been proposed as a novel anthropometric marker for assessing metabolic and cardiovascular risk. However, its relationship with obstructive sleep apnea syndrome (OSAS) and its associated mortality remains inadequately explored. This study analyzed data from 2005–2008 and 2015–2018 cycles of the National Health and Nutrition Examination Survey. Weighted multivariable logistic regression and restricted cubic spline (RCS) analyses were conducted to evaluate the association between WWI and OSAS risk. Subgroup analyses were performed to examine variations across demographic and clinical strata. Biological aging was estimated using phenotypic age (PhenoAge), and mediation analysis was conducted to assess its role in the WWI-OSAS association. Cox proportional hazards models were used to determine the relationship between WWI and both all-cause mortality among individuals with OSAS. RCS regression was employed to explore potential nonlinear associations between WWI and mortality outcomes. Among 15,750 participants, 4723 (29.99%) were diagnosed with OSAS. A higher WWI was significantly associated with an increased risk of OSAS (odds ratio [OR] = 1.194, 95% confidence interval [CI] 1.100–1.297, P < 0.001). In individuals with OSAS, Cox regression models indicated that elevated WWI was independently linked to a higher all-cause mortality rate (hazard ratio [HR] = 1.479, 95%CI 1.228–1.781, P < 0.001). The RCS analyses demonstrated a robust positive linear association between WWI and the risk of OSAS (P for overall < 0.001), as well as between WWI and all-cause mortality among individuals with OSAS (P for overall < 0.001). Higher WWI is linked to a greater risk of OSAS on its own, partly due to biological aging, and is also connected to a higher mortality risk in people with OSAS.

European journal of medical research
Shanxi Medical University (CN), Capital Medical University (CN), Second People 's Hospital of Jinzhong (CN), Jinzhong University (CN), Taizhou Municipal Hospital (CN), First Hospital of Shanxi Medical University (CN)
Good health and well-being
Openalex Percentile: Top 8%
Obstructive Sleep Apnea Research
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