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PERCLOS-based technologies for detecting drowsiness: current evidence and future directions. 基于PERCLOS的睡意检测技术:当前证据和未来方向。
Pub Date : 2023-01-24 eCollection Date: 2023-01-01 DOI: 10.1093/sleepadvances/zpad006
Takashi Abe

Drowsiness associated with sleep loss and circadian misalignment is a risk factor for accidents and human error. The percentage of time that the eyes are more than 80% closed (PERCLOS) is one of the most validated indices used for the passive detection of drowsiness, which is increased with sleep deprivation, after partial sleep restriction, at nighttime, and by other drowsiness manipulations during vigilance tests, simulated driving, and on-road driving. However, some cases have been reported wherein PERCLOS was not affected by drowsiness manipulations, such as in moderate drowsiness conditions, in older adults, and during aviation-related tasks. Additionally, although PERCLOS is one of the most sensitive indices for detecting drowsiness-related performance impairments during the psychomotor vigilance test or behavioral maintenance of wakefulness test, no single index is currently available as an optimal marker for detecting drowsiness during driving or other real-world situations. Based on the current published evidence, this narrative review suggests that future studies should focus on: (1) standardization to minimize differences in the definition of PERCLOS between studies; (2) extensive validation using a single device that utilizes PERCLOS-based technology; (3) development and validation of technologies that integrate PERCLOS with other behavioral and/or physiological indices, because PERCLOS alone may not be sufficiently sensitive for detecting drowsiness caused by factors other than falling asleep, such as inattention or distraction; and (4) further validation studies and field trials targeting sleep disorders and trials in real-world environments. Through such studies, PERCLOS-based technology may contribute to preventing drowsiness-related accidents and human error.

与睡眠不足和昼夜节律失调相关的嗜睡是事故和人为失误的风险因素。眼睛闭合80%以上的时间百分比(PERCLOS)是用于被动检测睡意的最有效指标之一,睡意随着睡眠不足、部分睡眠限制后、夜间以及警惕性测试、模拟驾驶和道路驾驶期间的其他睡意操作而增加。然而,已经报道了一些案例,其中PERCLOS不受嗜睡操作的影响,例如在中度嗜睡条件下、老年人和航空相关任务中。此外,尽管PERCLOS是在精神运动警惕性测试或行为保持清醒测试中检测与嗜睡相关的表现障碍的最敏感指标之一,但目前还没有一个指标可以作为检测驾驶或其他现实情况下嗜睡的最佳指标。基于目前已发表的证据,这篇叙述性综述建议未来的研究应侧重于:(1)标准化,以最大限度地减少研究之间PERCLOS定义的差异;(2) 使用基于PERCLOS技术的单个设备进行广泛验证;(3) 开发和验证将PERCLOS与其他行为和/或生理指标相结合的技术,因为单独的PERCLOS可能对检测入睡以外的因素(如注意力不集中或分心)引起的嗜睡不够敏感;以及(4)针对睡眠障碍的进一步验证研究和现场试验以及在现实世界环境中的试验。通过这些研究,基于PERCLOS的技术可能有助于预防与嗜睡相关的事故和人为失误。
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引用次数: 0
Howard P. Roffwarg: sleep pioneer, legend, and ontogenetic hypothesis author. 霍华德·P·罗夫瓦格:睡眠先驱、传奇人物和个体遗传学假说的作者。
Pub Date : 2023-01-23 eCollection Date: 2023-01-01 DOI: 10.1093/sleepadvances/zpad004
James P Shaffery, Gerald A Marks

Narrated in this article are accounts of the many contributions Howard P. Roffwarg, MD, made to the field of sleep research and sleep medicine across his entire professional career as a student, a mentor, a leader in the Sleep Research Society, a sleep medicine clinician, and a scientist who performed experimental investigations in humans and animals. Dr Roffwarg was the originator of what is known as the "Ontogenetic Hypothesis" of sleep. His research over many years on physiology has contributed greatly to much of the experimental support substantiating a role for rapid eye-movement sleep (REMS) in the early development of the brain. Though much is still unknown, the Ontogenetic Hypothesis, still to this day, inspires many neuroscientists in their investigations. These studies have demonstrated roles for both REMS and NREMS in development as well as on brain function throughout his life span. Dr Howard P. Roffwarg, is one of the legends in the field of sleep research.

本文叙述了医学博士Howard P.Roffwarg在其整个职业生涯中对睡眠研究和睡眠医学领域所做的许多贡献,他是一名学生、导师、睡眠研究协会的领导者、睡眠医学临床医生以及在人类和动物身上进行实验研究的科学家。Roffwarg博士是睡眠“个体遗传学假说”的创始人。他多年来对生理学的研究为大量实验支持做出了巨大贡献,证明了快速眼动睡眠(REMS)在大脑早期发育中的作用。尽管仍有很多未知之处,但迄今为止,个体遗传学假说激励了许多神经科学家进行研究。这些研究已经证明了REMS和NREMS在他的一生中对发育和大脑功能的作用。Howard P.Roffwarg博士是睡眠研究领域的传奇人物之一。
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引用次数: 0
Insomnia symptoms and postoperative healthcare utilization in veterans undergoing decompressive laminectomy for lumbar spinal stenosis. 退伍军人接受腰椎管狭窄症减压椎板切除术的失眠症状和术后医疗利用。
Pub Date : 2023-01-22 eCollection Date: 2023-01-01 DOI: 10.1093/sleepadvances/zpad005
Caitlan A Tighe, Rachel L Bachrach, Subashan Perera, Debra K Weiner

Study objectives: Lumbar spinal stenosis is an age-related spine condition that contributes to pain and disability. Decompressive laminectomy (DL) is regularly performed to alleviate symptoms. Insomnia symptoms are common among people living with chronic pain and may affect key DL outcomes, such as healthcare utilization. We examined associations of insomnia symptom severity with post-DL healthcare utilization in veterans with lumbar spinal stenosis.

Methods: Veterans (N = 200) with lumbar spinal stenosis undergoing DL were recruited into a prospective cohort study and self-reported insomnia symptom severity on the Insomnia Severity Index prior to DL. Post-DL, veterans reported on pain and non-pain-related monthly healthcare office visits, emergency room visits, hospitalizations, and mental health visits for 1 year. Incident rate ratios (IRRs) obtained via negative binomial regression evaluated associations of insomnia symptom severity with healthcare utilization rates.

Results: Approximately 51% of participants endorsed insomnia symptoms of at least mild severity. Participants who reported at least mild insomnia symptoms had more healthcare office visits (IRR = 1.23, p = .04), general mental health visits (IRR = 3.98, p < .0001), and pain-related mental health visits (IRR = 9.55, p = .01) than those without insomnia symptoms. Adjusting for covariates, rates of mental health visits, overall (IRR = 3.13, p = .001) and pain-related (IRR = 6.93, p = .02), remained statistically significantly higher.

Conclusions: Insomnia symptoms are associated with postoperative healthcare utilization lending support for future work to examine the value of assessing and intervening on insomnia symptoms prelaminectomy.

研究目的:腰椎管狭窄症是一种与年龄相关的脊椎疾病,会导致疼痛和残疾。定期进行椎板切除术(DL)以缓解症状。失眠症状在慢性疼痛患者中很常见,可能会影响关键的DL结果,如医疗保健利用率。我们研究了患有腰椎管狭窄症的退伍军人失眠症状严重程度与DL后医疗保健利用率的关系。方法:将患有腰椎管狭窄症并接受DL的退伍军人(N=200)纳入一项前瞻性队列研究,并在DL前根据失眠严重程度指数自我报告失眠症状的严重程度。DL后,退伍军人报告了一年内与疼痛和非疼痛相关的每月医疗保健办公室就诊、急诊室就诊、住院治疗和心理健康就诊。通过负二项回归获得的事件发生率比率(IRRs)评估了失眠症状严重程度与医疗利用率的相关性。结果:大约51%的参与者认为失眠症状至少轻微。报告至少有轻微失眠症状的参与者比没有失眠症状的人有更多的医疗保健办公室就诊(IRR=1.23,p=0.04)、一般心理健康就诊(IRD=3.98,p<.0001)和疼痛相关心理健康访视(IRR=9.55,p=.01)。经协变量调整后,心理健康访视率总体(IRR=3.13,p=0.001)和疼痛相关(IRR=6.93,p=0.02)在统计学上仍然显著较高。结论:失眠症状与术后医疗利用有关,这为未来研究评估和干预椎板切除术前失眠症状的价值提供了支持。
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引用次数: 0
Use of the psychomotor vigilance test to aid in the selection of risk controls in an air medical transport operation. 在航空医疗运输操作中使用心理运动警惕性测试来帮助选择风险控制。
Pub Date : 2023-01-17 eCollection Date: 2023-01-01 DOI: 10.1093/sleepadvances/zpad003
Daniel J Mollicone, Kevin Kan, Sara Coats, Christopher Mott, Matthew van Wollen, Arvida Hatch, Joseph Gallagher, Sheryl Williams, David Motzkin

Study objectives: This study evaluated the utility and ecological validity of the 3-minute psychomotor vigilance test (PVT) completed by safety-critical personnel in an air medical transport operation as part of a fatigue risk management program.

Methods: Crewmembers in an air medical transport operation self-administered an alertness assessment incorporating a 3-minute PVT at different time points during their duty schedule. The prevalence of alertness deficits was evaluated based on a failure threshold of 12 errors considering both lapses and false starts. To evaluate the ecological validity of the PVT, the relative frequency of failed assessments was evaluated relative to crewmember position, timing of the assessment within the duty schedule, time of day, and sleep quantity in the last 24 h.

Results: 2.1% of assessments were associated with a failing PVT score. Crewmember position, timing of assessment within the duty shift, time of day, and sleep quantity in the last 24 h were found to affect the relative frequency of failed assessments. Obtaining less than 7-9 h of sleep was associated with systematic increases in the failure rate (F[1, 54 612] = 168.1, p < .001). Obtaining less than 4 h of sleep was associated with a frequency of a failed assessment 2.99 times higher than the frequency of a failed assessment when obtaining 7-9 h of sleep.

Conclusions: Results provide evidence for the utility and ecological validity of the PVT as well as the suitability of the PVT failure threshold to support fatigue risk management in safety-critical operations.

研究目的:本研究评估了安全关键人员在航空医疗运输作业中完成的3分钟心理运动警戒测试(PVT)的效用和生态有效性,该测试是疲劳风险管理计划的一部分。方法:航空医疗运输作业中的机组人员在其值班时间表的不同时间点自行进行警觉性评估,包括3分钟的PVT。警觉性缺陷的发生率是根据12个错误的失败阈值进行评估的,同时考虑失误和错误启动。为了评估PVT的生态有效性,评估失败评估的相对频率与船员位置、在值班时间表内评估的时间、一天中的时间和过去24小时的睡眠量有关。结果:2.1%的评估与PVT得分失败有关。研究发现,工作人员的位置、轮班内的评估时间、一天中的时间和最后24小时的睡眠量会影响评估失败的相对频率。睡眠时间少于7-9小时与失败率的系统性增加有关(F[154612]=168.1,p<.001)。睡眠时间少于4小时与评估失败的频率有关,该频率是睡眠时间为7-9小时时评估失败频率的2.99倍。结论:研究结果为PVT的效用和生态有效性以及PVT失效阈值在安全关键操作中支持疲劳风险管理的适用性提供了证据。
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引用次数: 1
Probable trauma associated sleep disorder in post-9/11 US Veterans. 9/11后美国退伍军人可能出现的创伤相关睡眠障碍。
Pub Date : 2023-01-12 eCollection Date: 2023-01-01 DOI: 10.1093/sleepadvances/zpad001
Kenneth A Taylor, Vincent Mysliwiec, Nathan A Kimbrel, Ann V Augustine, Christi S Ulmer

Study objectives: The purpose of this study was to (1) estimate trauma associated sleep disorder (TASD) prevalence among post-9/11 era veterans and to describe differences in service and comorbid mental health clinical characteristics among individuals with and without probable TASD, and (2) estimate TASD prevalence and characteristics of reported traumatic experiences stratified by sex.

Methods: We used cross-sectional data from the post-deployment mental health study of post-9/11 veterans, which enrolled and collected baseline data from 2005 to 2018. We classified veterans as having probable TASD using self-reported measures: traumatic experiences from the traumatic life events questionnaire (TLEQ) and items from the Pittsburgh sleep quality index with Addendum for posttraumatic stress disorder (PTSD) mapped to TASD diagnostic criteria and ascertained mental health diagnoses (PTSD, major depressive disorder [MDD]) via Structured Clinical Interview for DSM-IV. We calculated effect sizes as prevalence ratios (PR) for categorical variables and Hedges' g for continuous variables.

Results: Our final sample included 3618 veterans (22.7% female). TASD prevalence was 12.1% (95% CI: 11.1% to 13.2%) and sex-stratified prevalence was similar for female and male veterans. Veterans with TASD had a much higher comorbid prevalence of PTSD (PR: 3.72, 95% CI: 3.41 to 4.06) and MDD (PR: 3.93, 95% CI: 3.48 to 4.43). Combat was the highest reported most distressing traumatic experience among veterans with TASD (62.6%). When stratifying by sex, female veterans with TASD had a wider variety of traumatic experiences.

Conclusions: Our results support the need for improved screening and evaluation for TASD in veterans, which is currently not performed in routine clinical practice.

研究目的:本研究的目的是(1)估计9/11后退伍军人中创伤相关睡眠障碍(TASD)的患病率,并描述可能患有和不患有TASD的个体在服务和共病心理健康临床特征方面的差异,以及(2)估计按性别分层的创伤相关睡眠疾病患病率和报告的创伤经历的特征。方法:我们使用了9/11后退伍军人部署后心理健康研究的横断面数据,该研究纳入并收集了2005年至2018年的基线数据。我们使用自我报告的指标将退伍军人归类为可能患有TASD:创伤生活事件问卷(TLEQ)中的创伤经历和匹兹堡睡眠质量指数中的项目,创伤后应激障碍(PTSD)附录映射到TASD诊断标准,并通过结构化临床确定心理健康诊断(PTSD,重性抑郁障碍[MDD])DSM-IV访谈。我们将影响大小计算为分类变量的患病率(PR)和连续变量的Hedges’g。结果:我们的最终样本包括3618名退伍军人(22.7%为女性)。TASD患病率为12.1%(95%可信区间:11.1%-13.2%),女性和男性退伍军人的性别分层患病率相似。患有严重创伤后应激障碍的退伍军人的PTSD(PR:3.72,95%CI:3.41至4.06)和MDD(PR:3.93,95%CI:33.48至4.43)的共病患病率要高得多。在患有严重创伤前应激障碍的老兵中,战斗是报告的最痛苦的创伤经历(62.6%)。按性别分层时,患有严重创伤后应激障碍的女性退伍军人有更广泛的创伤经历。结论:我们的研究结果支持改进退伍军人TASD筛查和评估的必要性,这目前尚未在常规临床实践中进行。
{"title":"Probable trauma associated sleep disorder in post-9/11 US Veterans.","authors":"Kenneth A Taylor,&nbsp;Vincent Mysliwiec,&nbsp;Nathan A Kimbrel,&nbsp;Ann V Augustine,&nbsp;Christi S Ulmer","doi":"10.1093/sleepadvances/zpad001","DOIUrl":"10.1093/sleepadvances/zpad001","url":null,"abstract":"<p><strong>Study objectives: </strong>The purpose of this study was to (1) estimate trauma associated sleep disorder (TASD) prevalence among post-9/11 era veterans and to describe differences in service and comorbid mental health clinical characteristics among individuals with and without probable TASD, and (2) estimate TASD prevalence and characteristics of reported traumatic experiences stratified by sex.</p><p><strong>Methods: </strong>We used cross-sectional data from the post-deployment mental health study of post-9/11 veterans, which enrolled and collected baseline data from 2005 to 2018. We classified veterans as having probable TASD using self-reported measures: traumatic experiences from the traumatic life events questionnaire (TLEQ) and items from the Pittsburgh sleep quality index with Addendum for posttraumatic stress disorder (PTSD) mapped to TASD diagnostic criteria and ascertained mental health diagnoses (PTSD, major depressive disorder [MDD]) via Structured Clinical Interview for <i>DSM-IV</i>. We calculated effect sizes as prevalence ratios (PR) for categorical variables and Hedges' <i>g</i> for continuous variables.</p><p><strong>Results: </strong>Our final sample included 3618 veterans (22.7% female). TASD prevalence was 12.1% (95% CI: 11.1% to 13.2%) and sex-stratified prevalence was similar for female and male veterans. Veterans with TASD had a much higher comorbid prevalence of PTSD (PR: 3.72, 95% CI: 3.41 to 4.06) and MDD (PR: 3.93, 95% CI: 3.48 to 4.43). Combat was the highest reported most distressing traumatic experience among veterans with TASD (62.6%). When stratifying by sex, female veterans with TASD had a wider variety of traumatic experiences.</p><p><strong>Conclusions: </strong>Our results support the need for improved screening and evaluation for TASD in veterans, which is currently not performed in routine clinical practice.</p>","PeriodicalId":74808,"journal":{"name":"Sleep advances : a journal of the Sleep Research Society","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108646/pdf/zpad001.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9479111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Exploratory study of the effects of sex and hormonal contraceptives on alertness, fatigue, and sleepiness of police officers on rotating shifts. 性别和激素避孕药对轮班警察警觉性、疲劳和嗜睡影响的探索性研究。
Pub Date : 2023-01-10 eCollection Date: 2023-01-01 DOI: 10.1093/sleepadvances/zpac049
Diane B Boivin, Gabriela M Caetano, Laura Kervezee, Fernando Gonzales-Aste, Philippe Boudreau

Study objectives: This exploratory study assessed the impact of sex and hormonal contraceptives (HC) use on the homeostatic and diurnal variation of alertness, fatigue, sleepiness, psychomotor performance, and sleep behavior in police officers working rotating shifts.

Methods: A total of 56 men and 20 women (6 using, 11 not using, and 3 with unknown use of HC) participated in an observational study throughout a month-long work cycle. Participants wore an actigraph, filled out a sleep and work log, answered questionnaires (Samn-Perelli, KSS, Visual Analogue Scales), and completed 5-min Psychomotor Vigilance Tasks (PVT) according to an ecological momentary assessment approach. Linear mixed-effects models were used to analyze the effects of group (men, women, and HC use), time awake, and time of day on the dependent variables.

Results: Self-reported parameters and performance significantly varied with time awake and time of day. Women were more fatigued and sleepier than men, when considering both time awake and time of day. Compared to men, women using HC were more fatigued, less alert, and sleepier. Women had less attention lapses than men after 7 and 17 h awake, although no main effect of HC was detected.

Conclusions: Women tended to rate themselves as more fatigued than men, especially when using HC. Surprisingly, psychomotor performances of women were sometimes better than those of men. This exploratory study indicates that sex and HC are important factors to consider in occupational medicine.

研究目的:这项探索性研究评估了性别和激素避孕药(HC)的使用对轮班警察警觉性、疲劳、嗜睡、心理运动表现和睡眠行为的稳态和昼夜变化的影响。方法:在长达一个月的工作周期内,共有56名男性和20名女性(6名使用HC,11名未使用HC,3名未知使用HC)参与了一项观察性研究。参与者佩戴活动记录仪,填写睡眠和工作日志,回答问卷(Samn Perelli,KSS,视觉模拟量表),并根据生态瞬时评估方法完成5分钟的心理运动警戒任务(PVT)。线性混合效应模型用于分析组(男性、女性和HC使用)、清醒时间和一天中的时间对因变量的影响。结果:自我报告的参数和表现随清醒时间和一天中的时间而显著变化。考虑到醒着的时间和一天中的时间,女性比男性更疲劳、更嗜睡。与男性相比,使用HC的女性更疲劳、更不警觉、更嗜睡。尽管未检测到HC的主要影响,但女性在清醒7小时和17小时后的注意力失误少于男性。结论:女性往往认为自己比男性更疲劳,尤其是在使用HC时。令人惊讶的是,女性的心理运动表现有时比男性好。这项探索性研究表明,性别和HC是职业医学中需要考虑的重要因素。
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引用次数: 2
Protocol for a randomized controlled study examining the role of rapid eye movement sleep in fear-related mechanisms: rapid eye movement fragmentation and fear inhibition in adults with insomnia disorders before and after cognitive behavioral therapy for insomnia. 一项检查快速眼动睡眠在恐惧相关机制中的作用的随机对照研究方案:在失眠认知行为治疗前后,失眠成人患者的快速眼动分裂和恐惧抑制。
Pub Date : 2023-01-01 DOI: 10.1093/sleepadvances/zpad030
Vivien Vuong, Alix Mellor, Victoria B Risbrough, Bei Bei, Sean P A Drummond

Insomnia confers a 2.5-to-3-fold risk of developing posttraumatic stress disorder (PTSD) after a traumatic event. The mechanism underlying this increased risk, however, remains unknown. We postulate insomnia may contribute to PTSD by disrupting rapid eye movement (REM) sleep, as REM sleep disruption has been shown to impair fear inhibitory processes, which are central to the natural recovery from trauma. To test this hypothesis, the following protocol aims to: (1) examine the relationship between REM sleep and fear inhibition in insomnia, and (2) examine whether reducing REM fragmentation by treating insomnia, in turn, improves fear inhibition. Ninety-two adults with Insomnia Disorder will be block randomized (1:1; stratified by sex) to an active treatment (7 weekly sessions of Cognitive Behavioral Therapy for Insomnia (CBT-I) via telehealth) or waitlist control condition. REM sleep (latent variable derived from REM %, REM efficiency, and REM latency) and fear inhibition (i.e. safety signal and extinction recall) will be assessed pre- and post-treatment in a 4 night/3 day testing protocol via at-home polysomnography and the fear-potentiated startle paradigm, respectively. Fear extinction recall will serve as the primary outcome, while safety signal recall will serve as the secondary outcome. In summary, this study aims to test an underlying mechanism potentially explaining why insomnia greatly increases PTSD risk, while demonstrating an existing clinical intervention (CBT-I) can be used to improve this mechanism. Findings will have potential clinical implications for novel approaches in the prevention, early intervention, and treatment of PTSD.

在创伤事件后,失眠会使患创伤后应激障碍(PTSD)的风险增加2.5到3倍。然而,这种风险增加的机制尚不清楚。我们假设失眠可能通过扰乱快速眼动(REM)睡眠而导致创伤后应激障碍,因为REM睡眠中断已被证明会损害恐惧抑制过程,而恐惧抑制过程是创伤自然恢复的核心。为了验证这一假设,以下方案旨在:(1)研究失眠患者快速眼动睡眠与恐惧抑制之间的关系;(2)研究通过治疗失眠来减少快速眼动睡眠碎片是否能改善恐惧抑制。92名患有失眠症的成年人将被随机分组(1:1;接受积极治疗(每周7次通过远程医疗进行的失眠认知行为疗法(CBT-I))或候补控制条件。快速眼动睡眠(潜在变量来源于快速眼动睡眠%、快速眼动睡眠效率和快速眼动潜伏期)和恐惧抑制(即安全信号和消退回忆)将分别在4夜/3天的测试方案中通过家庭多导睡眠图和恐惧增强惊吓范式进行评估。恐惧消退记忆为主要结果,安全信号记忆为次要结果。综上所述,本研究旨在测试一个潜在的机制,可能解释为什么失眠会大大增加PTSD的风险,同时证明现有的临床干预(CBT-I)可以用来改善这一机制。研究结果将对创伤后应激障碍的预防、早期干预和治疗的新方法具有潜在的临床意义。
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引用次数: 2
Associations of smartphone usage patterns with sleep and mental health symptoms in a clinical cohort receiving virtual behavioral medicine care: a retrospective study. 在接受虚拟行为医学护理的临床队列中,智能手机使用模式与睡眠和心理健康症状的关联:一项回顾性研究
Pub Date : 2023-01-01 DOI: 10.1093/sleepadvances/zpad027
Jonathan Knights, Jacob Shen, Vincent Mysliwiec, Holly DuBois

Study objectives: We sought to develop behavioral sleep measures from passively sensed human-smartphone interactions and retrospectively evaluate their associations with sleep disturbance, anxiety, and depressive symptoms in a large cohort of real-world patients receiving virtual behavioral medicine care.

Methods: Behavioral sleep measures from smartphone data were developed: daily longest period of smartphone inactivity (inferred sleep period [ISP]); 30-day expected period of inactivity (expected sleep period [ESP]); regularity of the daily ISP compared to the ESP (overlap percentage); and smartphone usage during inferred sleep (disruptions, wakefulness during sleep period). These measures were compared to symptoms of sleep disturbance, anxiety, and depression using linear mixed-effects modeling. More than 2300 patients receiving standard-of-care virtual mental healthcare across more than 111 000 days were retrospectively analyzed.

Results: Mean ESP duration was 8.4 h (SD = 2.3), overlap percentage 75% (SD = 18%) and disrupted time windows 4.85 (SD = 3). There were significant associations between overlap percentage (p < 0.001) and disruptions (p < 0.001) with sleep disturbance symptoms after accounting for demographics. Overlap percentage and disruptions were similarly associated with anxiety and depression symptoms (all p < 0.001).

Conclusions: Smartphone behavioral measures appear useful to longitudinally monitor sleep and benchmark depressive and anxiety symptoms in patients receiving virtual behavioral medicine care. Patterns consistent with better sleep practices (i.e. greater regularity of ISP, fewer disruptions) were associated with lower levels of reported sleep disturbances, anxiety, and depression.

研究目的:我们试图从被动感知人类智能手机互动中开发行为睡眠测量,并在接受虚拟行为医学护理的现实世界患者的一大队列中回顾性评估其与睡眠障碍、焦虑和抑郁症状的关联。方法:从智能手机数据中开发行为睡眠测量:每天最长不使用智能手机的时间(推断睡眠时间[ISP]);30天预期不活动期(ESP);与ESP相比,每日ISP的规律性(重叠百分比);以及在推断睡眠期间使用智能手机(睡眠期间的干扰和清醒)。使用线性混合效应模型将这些测量结果与睡眠障碍、焦虑和抑郁的症状进行比较。在超过111000天的时间里,对2300多名接受标准护理虚拟精神保健的患者进行了回顾性分析。结果:平均ESP持续时间为8.4 h (SD = 2.3),重叠率为75% (SD = 18%),干扰时间窗为4.85 (SD = 3)。考虑人口统计学因素后,重叠率(p < 0.001)和干扰(p < 0.001)与睡眠障碍症状有显著相关性。重叠百分比和中断与焦虑和抑郁症状相似(均p < 0.001)。结论:智能手机行为测量似乎有助于接受虚拟行为医学护理的患者纵向监测睡眠和基准抑郁和焦虑症状。与良好的睡眠习惯相一致的模式(即更有规律的睡眠,更少的中断)与较低水平的睡眠障碍、焦虑和抑郁有关。
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引用次数: 0
Long day's journey into sleep. 漫长的一天的旅程进入睡眠。
Pub Date : 2023-01-01 DOI: 10.1093/sleepadvances/zpad002
David J Kupfer, Ellen Frank

My long day's journey into sleep began as an adolescent trying to manage my evening chronotype. The relief, I felt when my undergraduate finals were scheduled at night and as a medical student being able to select psychiatry over surgery deepened my interest in sleep and chronobiology. That interest was allowed to flourish at the National Institute of Mental Health and then at Yale Medical School in setting up a sleep laboratory. The decision to move to the University of Pittsburgh in 1973 led to a 42-year adventure in which we were able to initiate research efforts on the psychobiology of depression. Our interest in social zeitgebers (daily routines) led directly to the development and testing of a treatment intervention for mood disorders, interpersonal, and social rhythm therapy. Our continued emphasis on sleep and circadian rhythms convinced us that sleep and circadian factors were central to all of health, based on the importance of connectivity between sleep and major metabolic and cell functions. This ongoing research motivated our strong desire to study the developmental aspects of sleep. Our success was influenced immensely by the presence of young scientists and a strong subsequent interest in career mentoring. Finally, as we left Pittsburgh in 2015, we became involved in the field of continuous objective monitoring using the commercial smartphone's behavioral sensing capabilities. Our journey is not over. We hope to explore the potential of these remarkable devices to improve our understanding of sleep/wake and circadian factors across all of health.

我漫长的睡眠之旅始于青少年时期,当时我试图控制自己的夜间生物钟。当我的本科期末考试安排在晚上时,我感到如释重负,作为一名医学生,我可以选择精神病学而不是外科,这加深了我对睡眠和时间生物学的兴趣。这种兴趣在美国国家心理健康研究所(National Institute of Mental Health)和耶鲁医学院(Yale Medical School)得以蓬勃发展,并建立了一个睡眠实验室。1973年,我们决定搬到匹兹堡大学,开启了一段长达42年的冒险之旅,在这段时间里,我们开始了抑郁症的心理生物学研究。我们对社会授时因子(日常生活)的兴趣直接导致了对情绪障碍、人际关系和社会节律疗法的治疗干预的开发和测试。我们对睡眠和昼夜节律的持续关注使我们相信,基于睡眠与主要代谢和细胞功能之间联系的重要性,睡眠和昼夜节律因素对所有健康都至关重要。这项正在进行的研究激发了我们研究睡眠发育方面的强烈愿望。我们的成功很大程度上受到了年轻科学家的参与以及随后对职业指导的强烈兴趣的影响。最后,当我们在2015年离开匹兹堡时,我们开始使用商用智能手机的行为感知功能参与持续客观监测领域。我们的旅程还没有结束。我们希望探索这些非凡设备的潜力,以提高我们对所有健康的睡眠/觉醒和昼夜节律因素的理解。
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引用次数: 0
Fifty-five years in sleep research: contributions, experiences, and progress. 五十五年的睡眠研究:贡献、经验和进展。
Pub Date : 2023-01-01 DOI: 10.1093/sleepadvances/zpad021
Merrill M Mitler
© The Author(s) 2023. Published by Oxford University Press on behalf of Sleep Research Society. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. Submitted for publication: February 10, 2023; Revised: March 10, 2023 Living Legends in Sleep Research
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引用次数: 0
期刊
Sleep advances : a journal of the Sleep Research Society
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