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Sleep discrepancy and cognitive function in community-dwelling older adults. 社区老年人的睡眠差异和认知功能。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-26 DOI: 10.1111/jsr.14288
Nadia Soh, Stephanie R Rainey-Smith, James D Doecke, Rodrigo Canovas, Romola S Bucks, Melissa Ree, Michael Weinborn

This was the first study to use cluster analysis to characterise sleep discrepancy (the discordance between self-reported and objective sleep) across multiple sleep parameters, in community-dwelling older adults. For sleep efficiency, negative discrepancy (the tendency to self-report worse sleep than objectively-measured) was associated with poorer memory, independent of insomnia severity, depressive symptoms and objective sleep. This suggests a unique role for sleep discrepancy as a possible risk factor for future cognitive decline, and warrants the need for further research.

这是第一项使用聚类分析来描述社区老年人多种睡眠参数之间的睡眠差异(自我报告与客观睡眠之间的不一致)的研究。就睡眠效率而言,负差异(自我报告的睡眠质量比客观测量的睡眠质量差)与记忆力较差有关,与失眠严重程度、抑郁症状和客观睡眠无关。这表明睡眠差异作为未来认知能力下降的一个可能的风险因素具有独特的作用,因此有必要进行进一步的研究。
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引用次数: 0
Correction to [Effect of adaptive servo ventilation on central sleep apnea and sleep structure in systolic heart failure patients: Polysomnography data from the SERVE-HF major sub study]. 更正 [自适应伺服通气对收缩性心力衰竭患者中枢性睡眠呼吸暂停和睡眠结构的影响:SERVE-HF主要子研究的多导睡眠图数据]。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-25 DOI: 10.1111/jsr.14297
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引用次数: 0
Sleep is associated with telomere shortening: A population-based longitudinal study. 睡眠与端粒缩短有关:一项基于人口的纵向研究。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-25 DOI: 10.1111/jsr.14274
Priscila Farias Tempaku, Vânia D'Almeida, Monica Levy Andersen, Sergio Tufik

As the chronological age increases, there is a decrease in the telomere length (TL). Associations between TL and age-related diseases have been described. Since the major pathophysiological factors related to inadequate sleep (including sleep complaints and sleep disorders) contribute to the exacerbation of inflammation and oxidative stress, an association of sleep and TL has been proposed. The aim of this study was to evaluate the association between sleep-related variables with TL in a longitudinal framework. We used data derived from the EPISONO cohort, which was followed over 8 years. All individuals answered sleep-related questionnaires, underwent a full-night polysomnography (PSG), and had their blood collected for DNA extraction. The TL was measured through a quantitative real time polymerase chain reaction. Age, sex, body mass index (BMI), smoking, physical activity status, and the 10 principal components (ancestry estimate) were considered covariables. Of the 1042 individuals in the EPISONO cohort, 68.3% agreed to participate in the follow-up study (n = 712). Baseline SpO2 (ß = 0.008, p = 0.007), medium SpO2 (ß = 0.013, p = 0.013), and total sleep time <90% (ß = -0.122, p = 0.012) had an effect on TL from the follow-up. The 8 year TL attrition was inversely associated with total sleep time, sleep efficiency, sleep architecture variables, wake after sleep onset, arousal index, oxygen-related variables baseline, and the presence of obstructive sleep apnea (OSA). We conclude that individuals with worse sleep quality, alterations in sleep architecture, and OSA had greater TL attrition over the 8 years. Using a longitudinal approach, these findings confirm previous cross-sectional evidence linking sleep with accelerated biological ageing.

随着年龄的增长,端粒长度(TL)也在减少。端粒长度与年龄相关疾病之间的关系已被描述。由于与睡眠不足有关的主要病理生理因素(包括睡眠抱怨和睡眠障碍)会加剧炎症和氧化应激,因此有人提出睡眠与端粒长度之间存在关联。本研究旨在纵向评估睡眠相关变量与 TL 之间的关系。我们使用了来自 EPISONO 队列的数据,对其进行了长达 8 年的跟踪调查。所有人都回答了与睡眠相关的问卷,接受了整夜多导睡眠图(PSG)检查,并采集了血液用于提取 DNA。通过实时定量聚合酶链反应对 TL 进行了测定。年龄、性别、体重指数(BMI)、吸烟、体力活动状况和 10 个主成分(祖先估计值)被视为协变量。在 EPISONO 队列的 1042 人中,68.3% 的人同意参加随访研究(n = 712)。基线SpO2(ß = 0.008,p = 0.007)、中等SpO2(ß = 0.013,p = 0.013)和总睡眠时间
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引用次数: 0
Feasibility and usability of three consecutive nights with self-applied, home polysomnography. 连续三晚在家中自行应用多导睡眠监测仪的可行性和可用性。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-24 DOI: 10.1111/jsr.14286
Ferretti Dimitri, Anna S Islind, Kristín A Ólafsdóttir, Sigridur Sigurdardottir, Kamilla R Jóhannsdóttir, Jan Hedner, Ludger Grote, Erna Sif Arnardottir

In-laboratory polysomnography, the gold-standard for diagnosing sleep disorders, is resource-demanding and not conducive to multiple night evaluations. Ambulatory polysomnography, especially when self-applied, could be a viable alternative. This study aimed to assess the feasibility and reliability of self-applied polysomnography over three consecutive nights in untrained participants, assessing: technical success rate; comparing sleep diagnostic variables from single and multiple nights; and evaluating participants' subjective experience. Data were collected from 78 participants (55.1% females) invited to test a self-applicable polysomnography device for three consecutive nights at home. The technical success rate for valid sleep recordings was 82.5% out of 234 planned study nights, with 87.2% of participants obtaining at least two valid nights. Misclassification of obstructive sleep apnea severity was higher in participants with mild OSA (21.4%) compared with those with moderate-to-severe obstructive sleep apnea or no obstructive sleep apnea. Sleep efficiency and wake after sleep onset showed improvement from Night 1 to Night 3 (p < 0.001), and the mean polysomnography set-up time decreased significantly over this period. Participants reported moderate-to-high satisfaction with the device (System Usability Scale score 71.2 ± 12.4). The findings suggest that self-applied polysomnography is a feasible diagnostic method for untrained individuals at risk for sleep disorders, and that multiple night assessments can improve diagnostic precision for mild obstructive sleep apnea cases.

实验室内多导睡眠图是诊断睡眠障碍的黄金标准,但需要大量资源,而且不利于进行多晚评估。非卧床多导睡眠图,尤其是自行应用的多导睡眠图,可能是一种可行的替代方法。本研究旨在评估未经训练的参与者连续三晚自行应用多导睡眠图的可行性和可靠性,评估内容包括:技术成功率;比较单晚和多晚睡眠诊断变量;评估参与者的主观体验。数据收集自 78 名受邀测试者(55.1% 为女性),他们在家中连续三晚测试了可自行应用的多导睡眠监测仪。在 234 个计划的研究夜晚中,有效睡眠记录的技术成功率为 82.5%,87.2% 的参与者至少获得了两个有效夜晚。与中重度阻塞性睡眠呼吸暂停或无阻塞性睡眠呼吸暂停的参与者相比,轻度阻塞性睡眠呼吸暂停参与者的阻塞性睡眠呼吸暂停严重程度分类错误率更高(21.4%)。从第 1 夜到第 3 夜,睡眠效率和入睡后唤醒情况均有所改善(p
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引用次数: 0
Characterisation of sleep apneas and respiratory circuitry in mice lacking CDKL5. 缺乏 CDKL5 的小鼠睡眠呼吸暂停和呼吸回路的特征。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-24 DOI: 10.1111/jsr.14295
Gabriele Matteoli, Sara Alvente, Stefano Bastianini, Chiara Berteotti, Elisabetta Ciani, Elenia Cinelli, Viviana Lo Martire, Giorgio Medici, Tommaso Mello, Elena Miglioranza, Alessandro Silvani, Donatella Mutolo, Giovanna Zoccoli

CDKL5 deficiency disorder is a rare genetic disease caused by mutations in the CDKL5 gene. Central apneas during wakefulness have been reported in patients with CDKL5 deficiency disorder. Studies on CDKL5-knockout mice, a CDKL5 deficiency disorder model, reported sleep apneas, but it is still unclear whether these events are central (central sleep apnea) or obstructive (obstructive sleep apnea) and may be related to alterations of brain circuits that modulate breathing rhythm. This study aimed to discriminate central sleep apnea and obstructive sleep apnea in CDKL5-knockout mice, and explore changes in the somatostatin neurons expressing high levels of neurokinin-1 receptors within the preBötzinger complex. Ten adult male wild-type and 12 CDKL5-knockout mice underwent electrode implantation for sleep stage discrimination and diaphragmatic activity recording, and were studied using whole-body plethysmography for 7 hr during the light (resting) period. Sleep apneas were categorised as central sleep apnea or obstructive sleep apnea based on the recorded signals. The number of somatostatin neurons in the preBötzinger complex and their neurokinin-1 receptors expression were assessed through immunohistochemistry in a sub-group of animals. CDKL5-knockout mice exhibited a higher apnea occurrence rate and a greater prevalence of obstructive sleep apnea during rapid eye movement sleep, compared with wild-type, whereas no significant difference was observed for central sleep apnea. Moreover, CDKL5-knockout mice showed a reduced number of somatostatin neurons in the preBötzinger complex, and these neurons expressed a lower level of neurokinin-1 receptors compared with wild-type controls. These findings underscore the pivotal role of CDKL5 in regulating normal breathing, suggesting its potential involvement in shaping preBötzinger complex neural circuitry and controlling respiratory muscles during sleep.

CDKL5 缺乏症是一种由 CDKL5 基因突变引起的罕见遗传病。据报道,CDKL5 缺乏症患者在清醒时会出现中枢性呼吸暂停。对 CDKL5 基因敲除小鼠(一种 CDKL5 缺乏症模型)的研究也报告了睡眠呼吸暂停,但目前仍不清楚这些现象是中枢性(中枢性睡眠呼吸暂停)还是阻塞性(阻塞性睡眠呼吸暂停),也不清楚它们可能与调节呼吸节律的大脑回路的改变有关。本研究旨在区分 CDKL5 基因敲除小鼠的中枢性睡眠呼吸暂停和阻塞性睡眠呼吸暂停,并探索前博琴格复合体中表达高水平神经激肽-1 受体的体节素神经元的变化。10只成年雄性野生型小鼠和12只CDKL5-基因敲除小鼠接受了电极植入术,以进行睡眠阶段分辨和膈肌活动记录,并在光照(静息)期间使用全身褶式压力计进行了7小时的研究。根据记录的信号将睡眠呼吸暂停分为中枢性睡眠呼吸暂停和阻塞性睡眠呼吸暂停。通过免疫组化方法评估了一组动物的前伯琴格复合体中的体生长抑素神经元数量及其神经激肽-1受体的表达情况。与野生型相比,CDKL5-基因敲除小鼠在快速眼动睡眠中表现出更高的呼吸暂停发生率和更高的阻塞性睡眠呼吸暂停发生率,而在中枢性睡眠呼吸暂停方面则没有观察到显著差异。此外,与野生型对照组相比,CDKL5 基因敲除小鼠前博琴格复合体中的体生长抑素神经元数量减少,而且这些神经元表达的神经激肽-1 受体水平较低。这些发现强调了CDKL5在调节正常呼吸中的关键作用,表明它可能参与塑造前博琴格复合体神经回路和控制睡眠中的呼吸肌。
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引用次数: 0
The Ecology of Human Sleep (EcoSleep) Cohort Study: Protocol for a longitudinal repeated measurement burst design study to assess the relationship between sleep determinants and outcomes under real-world conditions across time of year. 人类睡眠生态学(EcoSleep)队列研究:一项纵向重复测量突发设计研究的方案,旨在评估一年中不同时间段真实世界条件下睡眠决定因素与结果之间的关系。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-22 DOI: 10.1111/jsr.14225
Anna M Biller, Nayab Fatima, Chrysanth Hamberger, Laura Hainke, Verena Plankl, Amna Nadeem, Achim Kramer, Martin Hecht, Manuel Spitschan

The interplay of daily life factors, including mood, physical activity, or light exposure, influences sleep architecture and quality. Laboratory-based studies often isolate these determinants to establish causality, thereby sacrificing ecological validity. Furthermore, little is known about time-of-year changes in sleep and circadian-related variables at high resolution, including the magnitude of individual change across time of year under real-world conditions. The Ecology of Human Sleep (EcoSleep) cohort study will investigate the combined impact of sleep determinants on individuals' daily sleep episodes to elucidate which waking events modify sleep patterns. A second goal is to describe high-resolution individual sleep and circadian-related changes across the year to understand intra- and inter-individual variability. This study is a prospective cohort study with a measurement-burst design. Healthy adults aged 18-35 years (N = 12) will be enrolled for 12 months. Participants will continuously wear actimeters and pendant-attached light loggers. A subgroup will also measure interstitial fluid glucose levels (six paticipants). Every 4 weeks, all participants will undergo three consecutive measurement days of four ecological momentary assessments each day ('bursts') to sample sleep determinants during wake. Participants will also continuously wear temperature loggers (iButtons) during the bursts. Body weight will be captured before and after the bursts in the laboratory. The bursts will be separated by two at-home electroencephalogram recordings each night. Circadian phase and amplitude will be estimated during the bursts from hair follicles, and habitual melatonin onset will be derived through saliva sampling. Environmental parameters (bedroom temperature, humidity, and air pressure) will be recorded continuously.

日常生活中的各种因素,包括情绪、体力活动或光照,都会对睡眠结构和质量产生影响。基于实验室的研究通常会将这些决定因素分离出来以确定因果关系,从而牺牲了生态学的有效性。此外,人们对睡眠和昼夜节律相关变量在高分辨率下的年度变化知之甚少,包括在真实世界条件下个体在不同年度的变化幅度。人类睡眠生态学(EcoSleep)队列研究将调查睡眠决定因素对个人每日睡眠发作的综合影响,以阐明哪些觉醒事件会改变睡眠模式。研究的第二个目标是高分辨率地描述个体睡眠和昼夜节律在一年中的变化,以了解个体内部和个体之间的变异性。本研究是一项前瞻性队列研究,采用测量-爆发设计。18-35 岁的健康成年人(N = 12)将参加为期 12 个月的研究。参与者将连续佩戴行动计和挂件式光记录仪。一个分组还将测量组织间液葡萄糖水平(6 名参与者)。每 4 周,所有参与者都将接受连续 3 天的测量,每天进行 4 次生态瞬间评估("突发"),以抽样调查清醒时的睡眠决定因素。参与者还将在测量期间连续佩戴体温记录仪(iButtons)。在实验室中,将在突发前和突发后采集体重。每晚将在家中进行两次脑电图记录,以分隔猝发期。昼夜节律相位和振幅将在爆发期间通过毛囊进行估算,习惯性褪黑激素起始时间将通过唾液采样得出。环境参数(卧室温度、湿度和气压)将被持续记录。
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引用次数: 0
Ageing-related modification of sleep and breathing in orexin-knockout narcoleptic mice. 奥曲肽基因敲除嗜睡症小鼠睡眠和呼吸与衰老有关的变化
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-20 DOI: 10.1111/jsr.14287
Stefano Bastianini, Sara Alvente, Chiara Berteotti, Viviana Lo Martire, Gabriele Matteoli, Elena Miglioranza, Alessandro Silvani, Giovanna Zoccoli

Narcolepsy type-1 (NT1) is a lifelong sleep disease, characterised by impairment of the orexinergic system, with a typical onset during adolescence and young adulthood. Since the wake-sleep cycle physiologically changes with ageing, this study aims to compare sleep patterns between orexin-knockout (KO) and wild type (WT) control mice at different ages. Four groups of age-matched female KO and WT mice (16 weeks of age: 8 KO-YO and 9 WT-YO mice; 87 weeks of age: 13 KO-OLD and 12 WT-OLD mice) were implanted with electrodes for discriminating wakefulness, rapid-eye-movement sleep (REMS), and non-REMS (NREMS). Mice were recorded for 48 h in their home cages and for 7 more hours into a plethysmographic chamber to characterise their sleep-breathing pattern. Regardless of orexin deficiency, OLD mice spent less time awake and had fragmentation of this behavioural state showing more bouts of shorter length than YO mice. OLD mice also had more NREMS bouts and less frequent NREMS apneas than YO mice. Regardless of age, KO mice showed cataplexy-like episodes and shorter REMS latency than WT controls and had a faster breathing rate and an increased minute ventilation during REMS. KO mice also had more wakefulness, NREMS and REMS bouts, and a shorter mean length of wakefulness bouts than WT controls. Our experiment indicated that the lack of orexins as well as ageing importantly modulate the sleep and breathing phenotype in mice. The narcoleptic phenotype caused by orexin deficiency in female mice was substantially preserved with ageing.

1 型嗜睡症(NT1)是一种终身性睡眠疾病,其特征是奥曲肽能系统受损,通常在青春期和青年期发病。由于唤醒-睡眠周期会随着年龄的增长而发生生理变化,本研究旨在比较不同年龄的奥曲肽敲除(KO)小鼠和野生型(WT)对照小鼠的睡眠模式。研究人员为四组年龄相匹配的雌性 KO 和 WT 小鼠(16 周龄:8 只 KO-YO 小鼠和 9 只 WT-YO 小鼠;87 周龄:13 只 KO-OLD 小鼠和 12 只 WT-OLD 小鼠)植入了电极,用于区分清醒、快速眼动睡眠(REMS)和非快速眼动睡眠(NREMS)。小鼠在家中的笼子里被记录了48小时,然后又在胸透室中被记录了7小时,以确定其睡眠呼吸模式的特征。无论是否缺乏奥曲肽,OLD小鼠的清醒时间都比YO小鼠短,而且这种行为状态的片段化程度也比YO小鼠高。与 YO 小鼠相比,OLD 小鼠的 NREMS 阵发更多,NREMS 呼吸暂停的频率更低。与 WT 对照组相比,无论年龄如何,KO 小鼠都表现出类似于紧张性痉挛的发作和较短的 REMS 潜伏期,并且在 REMS 期间呼吸频率较快,分钟通气量增加。与 WT 对照组相比,KO 小鼠也有更多的觉醒、NREMS 和 REMS 阵发,觉醒阵发的平均长度也更短。我们的实验表明,奥曲肽的缺乏和老化对小鼠的睡眠和呼吸表型有重要影响。雌性小鼠因缺乏奥曲肽而导致的嗜睡表型会随着年龄的增长而得到很大程度的保留。
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引用次数: 0
Sleep-specific repetitive negative thinking processes and prenatal insomnia symptoms: A naturalistic follow-up study from mid- to late-pregnancy. 睡眠特异性重复负面思维过程与产前失眠症状:从妊娠中期到晚期的自然跟踪研究。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-18 DOI: 10.1111/jsr.14272
Juan Wang, Yongqi Huang, Liuliu Wu, Yaoyao Sun, Xuan Zhang, Fenglin Cao

Insomnia symptoms are highly prevalent during pregnancy; therefore, identifying modifiable risk markers is important for risk prediction and early intervention. This study aimed to examine the role of sleep-specific rumination and sleep-specific worry in prenatal insomnia symptoms. A total of 859 married pregnant women without history of psychiatric illnesses (mean [standard deviation] age, 30.15 [3.86] years; 593 [69.0%] with a bachelor's degree or above) were enrolled from the obstetrical outpatient departments of two tertiary comprehensive hospitals in Shandong, China, who completed assessments of sleep-specific rumination, sleep-specific worry, and insomnia symptoms at baseline (mid-pregnancy) and follow-up (late-pregnancy). Measures included Daytime Insomnia Symptom Response Scale, Anxiety and Preoccupation about Sleep Questionnaire, and Insomnia Severity Index. Our results showed that after controlling for covariates, both sleep-specific rumination and sleep-specific worry showed significant concurrent and prospective associations with insomnia symptoms, and the increases in scores of sleep-specific rumination and sleep-specific worry over time were significantly associated with the increased likelihood of insomnia symptoms at follow-up. Moreover, the increases in sleep-specific rumination and sleep-specific worry over time were significantly associated with the increased likelihood of reporting newly developed insomnia symptoms rather than persistent normal sleep. However, the changes in sleep-specific rumination and sleep-specific worry were not significantly associated with the likelihood of reporting persistent or remitted insomnia symptoms rather than persistent normal sleep. In conclusion, sleep-specific rumination and sleep-specific worry were significantly associated with concurrent or subsequent insomnia symptoms; thus, they may be promising cognitive risk markers and intervention targets.

失眠症状在孕期非常普遍,因此,确定可改变的风险标记对于风险预测和早期干预非常重要。本研究旨在探讨睡眠特异性反刍和睡眠特异性担忧在产前失眠症状中的作用。本研究从中国山东两家综合性三级甲等医院的产科门诊部共招募了859名无精神病史的已婚孕妇(平均[标准差]年龄为30.15[3.86]岁;本科及以上学历593人[69.0%]),她们在基线(孕中期)和随访(孕晚期)时完成了睡眠特异性反刍、睡眠特异性担忧和失眠症状的评估。测量指标包括日间失眠症状反应量表、睡眠焦虑和担忧问卷以及失眠严重程度指数。结果显示,在控制了协变量后,睡眠特异性反刍和睡眠特异性担忧与失眠症状有显著的并发和前瞻性关联,睡眠特异性反刍和睡眠特异性担忧得分随时间推移的增加与随访时出现失眠症状的可能性增加有显著关联。此外,随着时间的推移,睡眠特异性反刍和睡眠特异性担忧的增加与报告新出现失眠症状而非持续正常睡眠的可能性增加有显著关联。然而,睡眠特异性反刍和睡眠特异性担忧的变化与报告失眠症状持续或缓解而非持续正常睡眠的可能性并无明显关联。总之,睡眠特异性反刍和睡眠特异性担忧与同时或随后出现的失眠症状有明显关联;因此,它们可能是有前途的认知风险标记和干预目标。
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引用次数: 0
Detection and severity assessment of obstructive sleep apnea according to deep learning of single-lead electrocardiogram signals. 根据对单导联心电图信号的深度学习检测和评估阻塞性睡眠呼吸暂停的严重程度。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-18 DOI: 10.1111/jsr.14285
Yitong Zhang, Yewen Shi, Yonglong Su, Zine Cao, Chengjian Li, Yushan Xie, Xiaoxin Niu, Yuqi Yuan, Lina Ma, Simin Zhu, Yanuo Zhou, Zitong Wang, XinHong Hei, Zhenghao Shi, Xiaoyong Ren, Haiqin Liu

Developing a convenient detection method is important for diagnosing and treating obstructive sleep apnea. Considering availability and medical reliability, we established a deep-learning model that uses single-lead electrocardiogram signals for obstructive sleep apnea detection and severity assessment. The detection model consisted of signal preprocessing, feature extraction, time-frequency domain information fusion, and classification segments. A total of 375 patients who underwent polysomnography were included. The single-lead electrocardiogram signals obtained by polysomnography were used to train, validate and test the model. Moreover, the proposed model performance on a public dataset was compared with the findings of previous studies. In the test set, the accuracy of per-segment and per-recording detection were 82.55% and 85.33%, respectively. The accuracy values for mild, moderate and severe obstructive sleep apnea were 69.33%, 74.67% and 85.33%, respectively. In the public dataset, the accuracy of per-segment detection was 91.66%. A Bland-Altman plot revealed the consistency of true apnea-hypopnea index and predicted apnea-hypopnea index. We confirmed the feasibility of single-lead electrocardiogram signals and deep-learning model for obstructive sleep apnea detection and severity evaluation in both hospital and public datasets. The detection performance is high for patients with obstructive sleep apnea, especially those with severe obstructive sleep apnea.

开发一种便捷的检测方法对于阻塞性睡眠呼吸暂停的诊断和治疗非常重要。考虑到可用性和医疗可靠性,我们建立了一个利用单导联心电图信号进行阻塞性睡眠呼吸暂停检测和严重程度评估的深度学习模型。该检测模型由信号预处理、特征提取、时频域信息融合和分类片段组成。共有 375 名患者接受了多导睡眠监测。通过多导睡眠图获得的单导联心电图信号用于训练、验证和测试模型。此外,还将所建模型在公共数据集上的表现与之前的研究结果进行了比较。在测试集中,每个节段和每个记录的检测准确率分别为 82.55% 和 85.33%。轻度、中度和重度阻塞性睡眠呼吸暂停的准确率分别为 69.33%、74.67% 和 85.33%。在公共数据集中,每个节段检测的准确率为 91.66%。布兰德-阿尔特曼图显示,真实的呼吸暂停-低通气指数与预测的呼吸暂停-低通气指数具有一致性。我们证实了单导联心电图信号和深度学习模型在医院和公共数据集中用于阻塞性睡眠呼吸暂停检测和严重程度评估的可行性。对阻塞性睡眠呼吸暂停患者,尤其是重度阻塞性睡眠呼吸暂停患者的检测性能很高。
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引用次数: 0
The electroretinography to identify biomarkers of idiopathic hypersomnia and narcolepsy type 1. 利用视网膜电图确定特发性嗜睡症和 1 型嗜睡症的生物标志物。
IF 3.4 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2024-07-12 DOI: 10.1111/jsr.14278
Héloïse Rach, Ulker Kilic-Huck, Pierre A Geoffroy, Tristan Bourcier, Sophie Braun, Henri Comtet, Elisabeth Ruppert, Laurence Hugueny, Marc Hebert, Eve Reynaud, Patrice Bourgin

Hypersomnia spectrum disorders are underdiagnosed and poorly treated due to their heterogeneity and absence of biomarkers. The electroretinography has been proposed as a proxy of central dysfunction and has proved to be valuable to differentiate certain psychiatric disorders. Hypersomnolence is a shared core feature in central hypersomnia and psychiatric disorders. We therefore aimed to identify biomarkers by studying the electroretinography profile in patients with narcolepsy type 1, idiopathic hypersomnia and in controls. Cone, rod and retinal ganglion cells electrical activity were recorded with flash-electroretinography in non-dilated eye of 31 patients with idiopathic hypersomnia (women 84%, 26.6 ± 5.9 years), 19 patients with narcolepsy type 1 (women 63%, 36.6 ± 12.7 years) and 43 controls (women 58%, 30.6 ± 9.3 years). Reduced cone a-wave amplitude (p = 0.039) and prolonged cone (p = 0.022) and rod b-wave (p = 0.009) latencies were observed in patients with narcolepsy type 1 as compared with controls, while prolonged photopic negative response-wave latency (retinal ganglion cells activity) was observed in patients with idiopathic hypersomnia as compared with controls (p = 0.033). The rod and cone b-wave latency clearly distinguished narcolepsy type 1 from idiopathic hypersomnia and controls (area under the curve > 0.70), and the photopic negative response-wave latency distinguished idiopathic hypersomnia and narcolepsy type 1 from controls with an area under the curve > 0.68. This first original study shows electroretinography anomalies observed in patients with hypersomnia. Narcolepsy type 1 is associated with impaired cone and rod responses, whereas idiopathic hypersomnia is associated with impaired retinal ganglion cells response, suggesting different phototransduction alterations in both hypersomnias. Although these results need to be confirmed with a larger sample size, the electroretinography may be a promising tool for clinicians to differentiate hypersomnia subtypes.

失眠症谱系障碍由于其异质性和缺乏生物标志物而诊断不足,治疗效果不佳。视网膜电图被认为是中枢功能障碍的替代物,并被证明对区分某些精神疾病很有价值。嗜睡是中枢性嗜睡症和精神疾病的共同核心特征。因此,我们旨在通过研究 1 型嗜睡症患者、特发性嗜睡症患者和对照组的视网膜电图特征来确定生物标志物。我们在 31 名特发性嗜睡症患者(女性占 84%,26.6 ± 5.9 岁)、19 名 1 型嗜睡症患者(女性占 63%,36.6 ± 12.7 岁)和 43 名对照组患者(女性占 58%,30.6 ± 9.3 岁)的未散瞳眼球中使用闪烁视网膜电图记录了锥体、视杆细胞和视网膜神经节细胞的电活动。与对照组相比,1 型嗜睡症患者的视锥 a 波振幅降低(p = 0.039),视锥(p = 0.022)和视杆细胞 b 波(p = 0.009)潜伏期延长,而与对照组相比,特发性嗜睡症患者的光敏负反应波潜伏期(视网膜神经节细胞活动)延长(p = 0.033)。视杆细胞和视锥细胞 b 波潜伏期明显区分了 1 型嗜睡症与特发性嗜睡症和对照组(曲线下面积 > 0.70),而光敏负反应波潜伏期则区分了特发性嗜睡症和 1 型嗜睡症与对照组(曲线下面积 > 0.68)。这项首次原创性研究显示了在嗜睡症患者中观察到的视网膜电图异常。1 型嗜睡症与视锥和视杆细胞反应受损有关,而特发性嗜睡症则与视网膜神经节细胞反应受损有关,这表明这两种嗜睡症都存在不同的光传导改变。尽管这些结果需要更多的样本来证实,但视网膜电图可能是临床医生区分嗜睡症亚型的一种有前途的工具。
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Journal of Sleep Research
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