Diagnostic Performance of Photoplethysmography-Based Smartwatch for Obstructive Sleep Apnea.

Journal of Rhinology Pub Date : 2022-11-01 Epub Date: 2022-11-30 DOI:10.18787/jr.2022.00424
Min Woo Kim, Sung Han Park, Myoung Su Choi
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Abstract

Background and objectives: Considering the prevalence and health effects of obstructive sleep apnea (OSA), early diagnosis and proper treatment are essential. Polysomnography (PSG) has limitations in diagnosing or tracking large-scale OSA patients. Smartwatches (SWs) can be equipped with a photoplethysmograph (PPG) that can indirectly measure heart rate and blood oxygen saturation by detecting the difference of light absorption through blood. The purpose of this study is to compare oxygen saturation parameters of PPG-based SWs with those of PSG to determine the diagnostic accuracy for OSA.

Methods: After obtaining voluntary consent from patients who were scheduled to undergo PSG in a sleep clinic due to suspected OSA, they were randomly assigned to wear a Galaxy watch4 (GW) or Apple watch7 (AW) on their wrist. The agreement rates between the oxygen saturation parameters of the two SW types and PSG were evaluated. The accuracy, sensitivity, and specificity of the oxygen saturation parameters for diagnosis of OSA (apnea-hypopnea index [AHI] ≥5/h) were compared between the two types of SW.

Results: A total of 133 patients underwent PSG while wearing an SW. Including duplicates, 109 patients wearing a GW and 69 wearing an AW were included. The diagnostic accuracy of AHI ≥5/h according to oxygen saturation time measured by a GW was less than 90%, the respective sensitivity and specificity were 82.9% and 75.8%. The area under the curve (AUC) of the receiver operating characteristic (ROC) curve was 0.807 (p<0.001). Using the lowest oxygen saturation value of GW, the sensitivity was 81.6%, the specificity was 69.7%, and the AUC of the ROC was 0.849 (p<0.001). The diagnostic accuracy of AHI ≥5/h according to the average oxygen saturation of AW, and the sensitivity and specificity were 75.6% and 70.8%, respectively. The AUC of this ROC curve was 0.757 (p<0.001). Using the lowest oxygen saturation value of AW, the sensitivity was 71.1%, the specificity was 62.5%, and the AUC of the ROC was 0.705 (p=0.005).

Conclusion: This study found that the two types of SW showed considerable accuracy in diagnosing OSA, but the accuracy decreased as the severity of OSA increased.

基于光容积脉搏波的智能手表对阻塞性睡眠呼吸暂停的诊断性能
背景与目的:考虑到阻塞性睡眠呼吸暂停(OSA)的患病率及其对健康的影响,早期诊断和适当治疗至关重要。多导睡眠图(PSG)在诊断或追踪大面积OSA患者方面存在局限性。智能手表(SWs)可以通过检测血液对光的吸收差异,间接测量心率和血氧饱和度的光容积脉搏描记器(PPG)。本研究的目的是比较基于ppg的SWs和PSG的血氧饱和度参数,以确定OSA的诊断准确性。方法:在获得疑似OSA患者在睡眠诊所接受PSG的自愿同意后,随机分配他们在手腕上佩戴Galaxy watch (GW)或Apple watch (AW)。评价了两种SW类型的氧饱和度参数与PSG的符合率。比较两种SW诊断OSA(呼吸暂停低通气指数[AHI]≥5/h)的血氧饱和度参数的准确性、敏感性和特异性。结果:共有133例患者在佩戴SW时接受了PSG检查。包括重复病例在内,109例患者佩戴GW, 69例患者佩戴AW。GW测定血氧饱和时间对AHI≥5/h的诊断准确率小于90%,敏感性和特异性分别为82.9%和75.8%。受试者工作特征曲线的曲线下面积(AUC)为0.807 (p<0.001)。采用GW最低血氧饱和度值,敏感性为81.6%,特异性为69.7%,ROC的AUC为0.849 (p<0.001)。根据AW平均血氧饱和度判断AHI≥5/h诊断准确率为75.6%,敏感性和特异性分别为70.8%。ROC曲线的AUC为0.757 (p<0.001)。采用AW最低血氧饱和度值,敏感性为71.1%,特异性为62.5%,ROC的AUC为0.705 (p=0.005)。结论:本研究发现,两种类型的SW对OSA的诊断具有相当的准确性,但准确性随着OSA严重程度的增加而降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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