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Updated: Jul 16, 2026

A Model to Simulate Clinically Relevant Hypoxia in Humans
Published on: December 22, 2016
Nocturnal Hypoxemia Burden Correlates With Vestibular Dysfunction in Obstructive Sleep Apnea
Dachan Kim1, Seong Hoon Bae2, Hyung-Ju Cho1,3,4
1Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, Korea.
Obstructive sleep apnea (OSA) is linked to reduced vestibular function. Increased nocturnal hypoxemia severity, measured by oxygen desaturation index (ODI) and apnea-hypopnea index (AHI), significantly predicts lower slow-phase eye velocity (SPV).
Area of Science:
- Neurology
- Otolaryngology
- Sleep Medicine
Background:
- Obstructive sleep apnea (OSA) is increasingly recognized as a potential factor in vestibular dysfunction.
- However, the specific parameters of OSA that correlate with vestibular function remain unclear.
Purpose of the Study:
- To quantitatively assess the correlation between hypoxemia severity indices in OSA patients and caloric slow-phase eye velocity (SPV), a key indicator of vestibular function.
Main Methods:
- A retrospective analysis of 82 adults who underwent polysomnography (PSG) and bithermal caloric testing.
- Evaluated predictors included hypoxemia burden (AHI, ODI, CT90, nadir SpO2), sleep fragmentation, sleep architecture, and ancillary measures.
- Statistical analyses involved Pearson's correlations, adjusted linear regression, and random forest modeling with TreeSHAP values for feature importance.
Main Results:
- SPV showed significant inverse correlations with AHI, ODI, and cumulative time with SpO2 < 90% (CT90).
- In adjusted models, AHI remained a significant predictor of reduced SPV.
- Hypoxemia metrics (ODI, AHI, CT90) and BMI were the most important predictors in the random forest model, though overall model variance explained was low (R²=0.065).
Conclusions:
- Nocturnal hypoxemia burden is the primary predictor of reduced caloric SPV in OSA patients.
- The findings suggest prioritizing desaturation assessment in clinical evaluations of OSA patients.
- Further research is needed to confirm if mitigating hypoxemia improves vestibular outcomes.
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