Multidiagnostic chest-worn patch to detect obstructive sleep apnea and cardiac arrhythmias.

IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Journal of Clinical Sleep Medicine Pub Date : 2025-05-01 DOI:10.5664/jcsm.11522
Cathy Goldstein, Hamid Ghanbari, Surina Sharma, Nancy Collop, Zak Loring, Colleen Walsh, Brennan Torstrick, Emily Herreshoff, Mark Pollock, David S Frankel, Ilene M Rosen
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Abstract

Study objectives: Evaluate the performance of the SANSA device to simultaneously assess obstructive sleep apnea and cardiac arrhythmias.

Methods: Participants suspected or known to have obstructive sleep apnea underwent polysomnography while wearing SANSA. SANSA's algorithm was trained using 86 records and tested on 67 to evaluate training bias. SANSA performance was evaluated against ground truth polysomnography scored by the consensus of 3 technologists. Polysomnography scoring from individual testing sites was also evaluated against consensus. Diagnostic performance was evaluated using standard apnea-hypopnea index cutoffs. Apnea-hypopnea index and total sleep time agreement was analyzed using correlation and Bland-Altman plots. Electrocardiogram was reviewed for presence of significant arrhythmias (frequent premature atrial/ventricular complexes and atrial fibrillation).

Results: SANSA's sensitivity and specificity to detect obstructive sleep apnea ranged from 91-97% and 78-97%, respectively, across all severity levels. SANSA total sleep time correlation with consensus polysomnography total sleep time was 0.83 with a mean difference of 3.8 minutes (limits of agreement: -91.1 to 98.7). Significant arrhythmias were detected in 32% of participants. These participants had a greater apnea-hypopnea index (27.5 vs 15.8 events/h, P = .003) and spent nearly twice as long at reduced oxygenation levels (47.5 vs 20.5 minutes under 88% oxygen saturation, P = .009).

Conclusions: SANSA is a promising tool for comprehensive obstructive sleep apnea evaluation, offering the unique advantage of concurrent arrhythmia detection. This dual functionality may improve patient outcomes through early diagnosis and management of both conditions.

Citation: Goldstein C, Ghanbari H, Sharma S, et al. Multidiagnostic chest-worn patch to detect obstructive sleep apnea and cardiac arrhythmias. J Clin Sleep Med. 2025;21(5):855-866.

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多诊断胸戴贴片检测阻塞性睡眠呼吸暂停和心律失常。
研究目的:评价SANSA装置同时评估阻塞性睡眠呼吸暂停(OSA)和心律失常的性能。方法:怀疑或已知患有OSA的参与者在佩戴SANSA时接受多导睡眠描记仪(PSG)检查。SANSA的算法使用86条记录进行训练,并在67条记录上进行测试,以评估训练偏差。SANSA的表现是根据三位技术专家的共识得出的PSG评分来评估的。来自各个测试点的PSG评分也被评估为不一致。使用标准呼吸暂停-低通气指数(AHI)截止值评估诊断表现。采用相关图和Bland-Altman图分析AHI与总睡眠时间(TST)的一致性。检查心电图是否有明显的心律失常(频繁的过早心房/心室复合体和心房颤动)。结果:在所有严重程度中,SANSA检测OSA的敏感性和特异性分别为91-97%和78-97%。SANSA TST与Consensus PSG TST的相关性为0.83,平均差异为3.8分钟(一致性界限:-91.1至98.7)。在32%的参与者中检测到明显的心律失常。这些参与者有更高的AHI (27.5 vs 15.8, P=0.003),并且在低氧水平下花费的时间几乎是两倍(在88% SpO2下47.5 vs 20.5分钟,P= 0.009)。结论:SANSA是一种很有前景的OSA综合评估工具,具有并发性心律失常检测的独特优势。这种双重功能可以通过早期诊断和管理这两种疾病来改善患者的预后。
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来源期刊
CiteScore
6.20
自引率
7.00%
发文量
321
审稿时长
1 months
期刊介绍: Journal of Clinical Sleep Medicine focuses on clinical sleep medicine. Its emphasis is publication of papers with direct applicability and/or relevance to the clinical practice of sleep medicine. This includes clinical trials, clinical reviews, clinical commentary and debate, medical economic/practice perspectives, case series and novel/interesting case reports. In addition, the journal will publish proceedings from conferences, workshops and symposia sponsored by the American Academy of Sleep Medicine or other organizations related to improving the practice of sleep medicine.
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