Waist-to-height ratio for OSA risk: a comparative analysis of NHANES and a clinical data - Summary - MDSpire

Waist-to-height ratio for OSA risk: a comparative analysis of NHANES and a clinical data

  • By

  • Yajing Li

  • Jingjing Zhang

  • Xiaoyun Zhao

  • Yuechuan Li

  • May 29, 2026

  • 0 min

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Objective:

To demonstrate the relationship between waist-to-height ratio (WHtR) and obstructive sleep apnea (OSA) risk by analyzing data from NHANES and clinical cases.

Key Findings:
  • WHtR was positively associated with OSA risk in both NHANES and clinical datasets.
  • Each 0.1-unit increase in WHtR was linked to higher odds of OSA (NHANES: OR 2.780; clinical: OR 11.998; both P < 0.001).
  • RCS analysis indicated a significant non-linear relationship with risk increasing rapidly beyond WHtR thresholds of 0.589 (NHANES) and 0.523 (clinical).
  • WHtR achieved an AUC of 0.727 in NHANES and 0.883 in clinical data, outperforming BMI in the clinical setting.
  • Subgroup analyses showed WHtR maintained superior predictive value across sex and age strata.
Interpretation:

Remove unsupported claims about WHtR's predictive value.

Limitations:
  • The study is based on cross-sectional data, limiting causal inferences.
  • The clinical dataset is limited to a specific population, which may affect generalizability.
Conclusion:

Revise to avoid unsupported claims about WHtR as a screening tool.

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