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新型无流量传感器 3 型睡眠测试可穿戴设备的验证。

Validation of a new wearable device for type 3 sleep test without flowmeter.

机构信息

Centro Cardiologico Monzino, IRCCS, Milano, Italy.

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy.

出版信息

PLoS One. 2021 Apr 16;16(4):e0249470. doi: 10.1371/journal.pone.0249470. eCollection 2021.

Abstract

BACKGROUND

Ventilation monitoring during sleep is performed by sleep test instrumentation that is uncomfortable for the patients due to the presence of the flowmeter. The objective of this study was to evaluate if an innovative type 3 wearable system, the X10X and X10Y, is able to correctly detect events of apnea and hypopnea and to classify the severity of sleep apnea without the use of a flowmeter.

METHODS

40 patients with sleep disordered breathing were analyzed by continuous and simultaneous recording of X10X and X10Y and another certified type 3 system, SOMNOtouch, used for comparison. Evaluation was performed in terms of quality of respiratory signals (scores from 1, lowest, to 5, highest), duration and classification of apneas, as well as identification and duration of hypopneas.

RESULTS

580 periods were evaluated. Mean quality assigned score was 3.37±1.42 and 3.25±1.35 for X10X and X10Y and SOMNOtouch, respectively. The agreement between the two systems was evaluated with grades 4 and 5 in 383 out of 580 cases. A high correlation (r2 = 0.921; p<0.001) was found between the AHI indexes obtained from the two systems. X10X and X10Y devices were able to correctly classify 72.3% of the obstructive apneas, 81% of the central apneas, 61.3% of the hypopneas, and 64.6% of the mixed apneas when compared to SOMNOtouch device.

CONCLUSION

The X10X and X10Y devices are able to provide a correct grading of sleep respiratory disorders without the need of a nasal cannula for respiratory flow measurement and can be considered as a type 3 sleep test device for screening tests.

摘要

背景

睡眠期间的通气监测是通过睡眠测试仪器进行的,由于存在流量计,患者会感到不适。本研究的目的是评估一种创新的 3 型可穿戴系统 X10X 和 X10Y 是否能够正确检测呼吸暂停和低通气事件,并在不使用流量计的情况下对睡眠呼吸暂停的严重程度进行分类。

方法

对 40 例睡眠呼吸障碍患者进行连续、同步记录 X10X 和 X10Y,并与另一种经过认证的 3 型系统 SOMNOtouch 进行比较。评估呼吸信号的质量(从 1(最低)到 5(最高))、呼吸暂停的持续时间和分类,以及低通气的识别和持续时间。

结果

共评估了 580 个周期。X10X 和 X10Y 的平均质量评分分别为 3.37±1.42 和 3.25±1.35,SOMNOtouch 的平均质量评分分别为 3.37±1.42 和 3.25±1.35。两种系统之间的一致性评估结果为 580 例中有 383 例为 4 级和 5 级。从两种系统获得的 AHI 指数之间存在高度相关性(r2=0.921;p<0.001)。与 SOMNOtouch 设备相比,X10X 和 X10Y 设备能够正确分类 72.3%的阻塞性呼吸暂停、81%的中枢性呼吸暂停、61.3%的低通气和 64.6%的混合性呼吸暂停。

结论

X10X 和 X10Y 设备能够在不需要鼻导管测量呼吸流量的情况下正确分级睡眠呼吸障碍,可作为筛查试验的 3 型睡眠测试设备。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f767/8051765/16a5493f2af0/pone.0249470.g001.jpg

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