Key result
Higher weight-adjusted waist index linked to ~19% greater obstructive sleep apnea risk and higher mortality.
Why the study?
The relationship between the weight-adjusted waist index, obstructive sleep apnea syndrome, and associated mortality remains inadequately explored.
Does a higher weight-adjusted waist index (WWI) increase the risk of obstructive sleep apnea syndrome (OSAS) and all-cause mortality in adults?
Cohort (n=15,750)
Yes
Does a higher weight-adjusted waist index (WWI) increase the risk of obstructive sleep apnea syndrome (OSAS) and all-cause mortality in adults?
Effect estimate: OR 1.194 (95% CI 1.100-1.297)
p-value: p=<0.001
Elevated weight-adjusted waist index is an independent risk factor for obstructive sleep apnea and subsequent all-cause mortality, a relationship partially mediated by accelerated biological aging.
WWI may refine OSAS mortality risk stratification; extends evidence by implicating accelerated biological aging as partial mediator.
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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Liu et al. (2026) conducted a cohort in Obstructive sleep apnea syndrome (OSAS) (n=15,750). Weight-adjusted waist index (WWI) vs. Lower WWI was evaluated on Risk of obstructive sleep apnea syndrome (OSAS) (OR 1.194, 95% CI 1.100-1.297, p=<0.001). Higher weight-adjusted waist index was significantly associated with an increased risk of obstructive sleep apnea syndrome (OR 1.194) and higher all-cause mortality (HR 1.479) in affected adults.
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