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Automated detection of sleep disordered breathing using a nasal pressure monitoring device.

机译:使用鼻压监测设备自动检测睡眠呼吸紊乱。

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摘要

To assess the accuracy of a single channel portable monitoring device (RUSleepingtrade mark RTS, Respironics, Murrysville, PA) that measures nasal pressure (a surrogate for airflow) to detect sleep disordered breathing (SDB). Twenty-five adult patients referred to a community sleep laboratory with suspected obstructive sleep apnea (OSA) participated in this investigation. The portable monitoring device was used in the sleep laboratory to acquire data concurrently with a standard multi-channel polysomnogram (PSG) to assess SDB. Respiratory events were scored manually on the PSG using standard criteria for clinical research to quantify an apnea-hypopnea index (AHI) based on events during sleep. The portable monitoring device automatically calculated an unedited respiratory event index (REI) based on recording time. These data were then compared using the Pearson product-moment correlation coefficient, Bland-Altman analysis, receiver operating characteristic (ROC) curves, and likelihood ratios. All 25 subjects completed the study. Mean age of subjects was 42.4 +/- 12.9 years and mean body mass index was 31.0 +/- 7.4 kg m(-2). There was good agreement between the REI and the AHI (R = 0.77, p < 0.001, mean difference 2.6 events per hour [2 SD: 39.8] using a Bland-Altman plot). The area under the ROC curve for detecting SDB (PSG AHI greater than or equal to five events per hour) with the REI was 0.94 (95% CI 0.84-1.0). For an REI >11.9 events per hour, the sensitivity was 0.89 (95% CI 0.65-0.99) and the specificity was 0.86 (95% CI 0.42-1.0) with a likelihood ratio of 6.2 for a positive test (LR+) and 0.13 for a negative test (LR-). Similar results were observed for detecting moderate-severe SDB (PSG AHI > or = 15 events h(-1)) using REI >15.2 events h(-1). In a population of subjects with suspected OSA, this portable monitoring device can automatically quantify an REI that compares well to the AHI scored manually on a concurrent PSG. Such a device may prove useful to assess SDB in high risk populations with self-administered testing in ambulatory settings such as the home.
机译:评估单通道便携式监视设备(RUSleeping商标RTS,Respironics,Murrysville,PA)的准确性,该设备可测量鼻压(气流的替代物)以检测睡眠呼吸障碍(SDB)。 25名成年患者转诊至社区睡眠实验室,怀疑患有阻塞性睡眠呼吸暂停(OSA),参加了这项调查。便携式监测设备在睡眠实验室中用于与标准多通道多导睡眠图(PSG)同时采集数据以评估SDB。使用临床研究的标准标准在PSG上手动对呼吸事件进行评分,以基于睡眠期间的事件量化呼吸暂停低通气指数(AHI)。便携式监控设备会根据记录时间自动计算未编辑的呼吸事件指数(REI)。然后使用Pearson乘积矩相关系数,Bland-Altman分析,接收机工作特性(ROC)曲线和似然比对这些数据进行比较。所有25位受试者完成了研究。受试者的平均年龄为42.4 +/- 12.9岁,平均体重指数为31.0 +/- 7.4 kg m(-2)。 REI和AHI之间有很好的一致性(使用Bland-Altman图,R = 0.77,p <0.001,每小时的平均差异为2.6事件[2 SD:39.8])。用REI检测SDB(PSG AHI每小时大于或等于5个事件)的ROC曲线下面积为0.94(95%CI 0.84-1.0)。对于每小时> 11.9事件的REI,敏感性为0.89(95%CI 0.65-0.99),特异性为0.86(95%CI 0.42-1.0),阳性试验(LR +)的似然比为6.2,对于阳性试验(LR +)的似然比为0.13。阴性测试(LR-)。使用REI> 15.2事件h(-1)检测中度严重SDB(PSG AHI>或= 15事件h(-1))观察到相似的结果。在怀疑患有OSA的人群中,此便携式监控设备可以自动量化REI,该REI与在同时进行的PSG上手动打分的AHI相当。这样的设备在诸如家庭之类的非卧床环境中通过自我管理的测试对评估高危人群的SDB可能很有用。

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