Department of Engineering Science, Institute of Biomedical Engineering, University of Oxford, Oxford, OX3 7DQ, UK.
Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, UK.
Sci Rep. 2018 Jan 26;8(1):1649. doi: 10.1038/s41598-018-19888-9.
Variable mood is an important feature of psychiatric disorders. However, its measurement and relationship to objective measureas of physiology and behaviour have rarely been studied. Smart-phones facilitate continuous personalized prospective monitoring of subjective experience and behavioural and physiological signals can be measured through wearable devices. Such passive data streams allow novel estimates of diurnal variability. Phase and amplitude of diurnal rhythms were quantified using new techniques that fitted sinusoids to heart rate (HR) and acceleration signals. We investigated mood and diurnal variation for four days in 20 outpatients with bipolar disorder (BD), 14 with borderline personality disorder (BPD) and 20 healthy controls (HC) using a smart-phone app, portable electrocardiogram (ECG), and actigraphy. Variability in negative affect, positive affect, and irritability was elevated in patient groups compared with HC. The study demonstrated convincing associations between variability in subjective mood and objective variability in diurnal physiology. For BPD there was a pattern of positive correlations between mood variability and variation in activity, sleep and HR. The findings suggest BPD is linked more than currently believed with a disorder of diurnal rhythm; in both BPD and BD reducing the variability of sleep phase may be a way to reduce variability of subjective mood.
情绪多变是精神障碍的一个重要特征。然而,其测量方法及其与生理和行为的客观测量方法的关系很少被研究。智能手机便于对主观体验和行为进行连续的个性化前瞻性监测,并且可以通过可穿戴设备测量生理信号。这种被动数据流允许对日间变化进行新的估计。使用新的技术,通过将正弦曲线拟合到心率(HR)和加速度信号来量化昼夜节律的相位和幅度。我们使用智能手机应用程序、便携式心电图(ECG)和活动记录仪,对 20 名双相情感障碍(BD)患者、14 名边缘型人格障碍(BPD)患者和 20 名健康对照者进行了为期四天的情绪和昼夜变化研究。与健康对照组相比,患者组的负性情绪、正性情绪和易怒情绪的变异性增加。该研究表明,主观情绪变异性与昼夜生理变异性之间存在令人信服的关联。对于 BPD,情绪变异性与活动、睡眠和 HR 的变化之间存在正相关模式。研究结果表明,BPD 与昼夜节律障碍的联系比目前认为的更为密切;在 BPD 和 BD 中,减少睡眠相位的变异性可能是减少主观情绪变异性的一种方法。