Health Unit, Flemish Institute for Technological Research (VITO), Mol, Belgium.
Measure, Model & Manage Bioresponses, Department of Biosystems, KU Leuven, Leuven, Belgium.
JMIR Mhealth Uhealth. 2019 Jun 6;7(6):e12866. doi: 10.2196/12866.
Chronic obstructive pulmonary disease (COPD) patients can suffer from low blood oxygen concentrations. Peripheral blood oxygen saturation (SpO), as assessed by pulse oximetry, is commonly measured during the day using a spot check, or continuously during one or two nights to estimate nocturnal desaturation. Sampling at this frequency may overlook natural fluctuations in SpO.
This study used wearable finger pulse oximeters to continuously measure SpO during daily home routines of COPD patients and assess natural SpO fluctuations.
A total of 20 COPD patients wore a WristOx pulse oximeter for 1 week to collect continuous SpO measurements. A SenseWear Armband simultaneously collected actigraphy measurements to provide contextual information. SpO time series were preprocessed and data quality was assessed afterward. Mean SpO, SpO SD, and cumulative time spent with SpO below 90% (CT90) were calculated for every (1) day, (2) day in rest, and (3) night to assess SpO fluctuations.
A high percentage of valid SpO data (daytime: 93.27%; nocturnal: 99.31%) could be obtained during a 7-day monitoring period, except during moderate-to-vigorous physical activity (MVPA) (67.86%). Mean nocturnal SpO (89.9%, SD 3.4) was lower than mean daytime SpO in rest (92.1%, SD 2.9; P<.001). On average, SpO in rest ranged over 10.8% (SD 4.4) within one day. Highly varying CT90 values between different nights led to 50% (10/20) of the included patients changing categories between desaturator and nondesaturator over the course of 1 week.
Continuous SpO measurements with wearable finger pulse oximeters identified significant SpO fluctuations between and within multiple days and nights of patients with COPD. Continuous SpO measurements during daily home routines of patients with COPD generally had high amounts of valid data, except for motion artifacts during MVPA. The identified fluctuations can have implications for telemonitoring applications that are based on daily SpO spot checks. CT90 values can vary greatly from night to night in patients with a nocturnal mean SpO around 90%, indicating that these patients cannot be consistently categorized as desaturators or nondesaturators. We recommend using wearable sensors for continuous SpO measurements over longer time periods to determine the clinical relevance of the identified SpO fluctuations.
慢性阻塞性肺疾病(COPD)患者可能会出现低血氧浓度。脉搏血氧饱和度(SpO)可通过脉搏血氧仪进行评估,通常在白天进行单点检查,或在一两个晚上连续测量以估计夜间血氧饱和度降低。这种频率的采样可能会忽略 SpO 的自然波动。
本研究使用可穿戴指夹式脉搏血氧仪连续测量 COPD 患者日常家庭生活中的 SpO,并评估 SpO 的自然波动。
共 20 名 COPD 患者佩戴 WristOx 脉搏血氧仪进行为期一周的连续 SpO 测量。SenseWear 臂带同时收集动作活动测量数据,以提供上下文信息。对 SpO 时间序列进行预处理,然后评估数据质量。计算每天(1)、休息时(2)和夜间(3)的平均 SpO、SpO 标准差(SD)和 SpO 低于 90%的累计时间(CT90),以评估 SpO 波动。
除了中度至剧烈体力活动(MVPA)(67.86%)之外,在为期 7 天的监测期间,大部分时间都能获得有效的 SpO 数据(白天:93.27%;夜间:99.31%)。夜间平均 SpO(89.9%,SD 3.4)低于休息时白天平均 SpO(92.1%,SD 2.9;P<.001)。平均而言,在一天内,休息时 SpO 波动范围超过 10.8%(SD 4.4)。不同夜间的 CT90 值变化很大,导致在一周的时间里,50%(10/20)的纳入患者在夜间低血氧饱和度患者和非夜间低血氧饱和度患者之间发生了变化。
使用可穿戴指夹式脉搏血氧仪连续测量 COPD 患者的 SpO,可识别出患者在多天多夜之间和之间的 SpO 显著波动。在 COPD 患者的日常家庭生活中,连续 SpO 测量通常具有大量有效的数据,除了 MVPA 期间的运动伪影外。在夜间平均 SpO 约为 90%的患者中,CT90 值可能会从一夜到另一夜发生很大变化,表明这些患者不能始终归类为低血氧饱和度患者或非低血氧饱和度患者。我们建议使用可穿戴传感器进行较长时间的连续 SpO 测量,以确定所识别的 SpO 波动的临床相关性。