Klinik Lengg AG, Neurorehabilitation Center, Bleulerstrasse 60, 8008, Zurich, Switzerland.
Essen University Hospital, Ruhrlandklinik, Tueschener Weg 40, 45239, Essen, Germany.
Sci Rep. 2023 Mar 1;13(1):3480. doi: 10.1038/s41598-023-30171-4.
Respiratory rate (RR) is an often underestimated and underreported vital sign with tremendous clinical value. As a predictor of cardiopulmonary arrest, chronic obstructive pulmonary disease (COPD) exacerbation or indicator of health state for example in COVID-19 patients, respiratory rate could be especially valuable in remote long-term patient monitoring, which is challenging to implement. Contactless devices for home use aim to overcome these challenges. In this study, the contactless Sleepiz One+ respiration monitor for home use during sleep was validated against the thoracic effort belt. The agreement of instantaneous breathing rate and breathing rate statistics between the Sleepiz One+ device and the thoracic effort belt was initially evaluated during a 20-min sleep window under controlled conditions (no body movement) on a cohort of 19 participants and secondly in a more natural setting (uncontrolled for body movement) during a whole night on a cohort of 139 participants. Excellent agreement was shown for instantaneous breathing rate to be within 3 breaths per minute (Brpm) compared to thoracic effort band with an accuracy of 100% and mean absolute error (MAE) of 0.39 Brpm for the setting controlled for movement, and an accuracy of 99.5% with a MAE of 0.48 Brpm for the whole night measurement, respectively. Excellent agreement was also achieved for the respiratory rate statistics over the whole night with absolute errors of 0.43, 0.39 and 0.67 Brpm for the 10th, 50th and 90th percentiles, respectively. Based on these results we conclude that the Sleepiz One+ can estimate instantaneous respiratory rate and its summary statistics at high accuracy in a clinical setting. Further studies are required to evaluate the performance in the home environment, however, it is expected that the performance is at similar level, as the measurement conditions for the Sleepiz One+ device are better at home than in a clinical setting.
呼吸频率(RR)是一个经常被低估和报告不足的生命体征,但具有巨大的临床价值。例如,作为心肺骤停、慢性阻塞性肺疾病(COPD)恶化的预测指标,或 COVID-19 患者健康状况的指标,呼吸频率在远程长期患者监测中可能特别有价值,但这种监测实施起来具有挑战性。用于家庭使用的非接触式设备旨在克服这些挑战。在这项研究中,对用于睡眠期间家庭使用的非接触式 Sleepiz One+ 呼吸监测仪进行了验证,将其与胸部用力带进行了对比。在有 19 名参与者的受控条件(无身体运动)下的 20 分钟睡眠窗口内,最初评估了 Sleepiz One+ 设备与胸部用力带之间即时呼吸率和呼吸率统计数据的一致性,其次是在更自然的环境下(无身体运动)在 139 名参与者的整个夜间进行了评估。结果显示,与胸部用力带相比,即时呼吸率的一致性非常好,差异在 3 次/分钟(Brpm)以内,准确率为 100%,平均绝对误差(MAE)为 0.39 Brpm,对于运动受控的设置,整个夜间测量的准确率为 99.5%,MAE 为 0.48 Brpm。对于整个夜间的呼吸率统计数据也达到了极好的一致性,第 10、50 和 90 个百分位数的绝对误差分别为 0.43、0.39 和 0.67 Brpm。基于这些结果,我们得出结论,Sleepiz One+ 可以在临床环境中以高精度估计即时呼吸率及其汇总统计数据。需要进一步的研究来评估其在家庭环境中的性能,但是,预计性能水平相似,因为 Sleepiz One+ 设备的测量条件在家中比在临床环境中更好。