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Wavelet Entropy Analysis of Electroencephalogram Signals During Wake and Different Sleep Stages in Patients with Insomnia Disorder 失眠症患者清醒和不同睡眠阶段脑电信号的小波熵分析
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-04-06 DOI: 10.2147/nss.s452017
Qian Yang, Lingfeng Liu, Jing Wang, Ying Zhang, Nan Jiang, Meiyun Zhang
Objective: To investigate the changes in the wavelet entropy during wake and different sleep stages in patients with insomnia disorder.
Methods: Sixteen patients with insomnia disorder and sixteen normal controls were enrolled. They underwent scale assessment and two consecutive nights of polysomnography (PSG). Wavelet entropy analysis of electroencephalogram (EEG) signals recorded from all participants in the two groups was performed. The changes in the integral wavelet entropy (En) and individual-scale wavelet entropy (En(a)) during wake and different sleep stages in the two groups were observed, and the differences between the two groups were compared.
Results: The insomnia disorder group exhibited lower En during the wake stage, and higher En during the N3 stage compared with the normal control group (all P < 0.001). In terms of En(a), patients with insomnia disorder exhibited lower En(a) in the β and α frequency bands during the wake stage compared with normal controls (β band, P < 0.01; α band, P < 0.001), whereas they showed higher En(a) in the β and α frequency bands during the N3 stage than normal controls (β band, P < 0.001; α band, P < 0.001).
Conclusion: Wavelet entropy can reflect the changes in the complexity of EEG signals during wake and different sleep stages in patients with insomnia disorder, which provides a new method and insights about understanding of pathophysiological mechanisms of insomnia disorder. Wavelet entropy provides an objective indicator for assessing sleep quality.

Keywords: insomnia disorder, sleep stages, wavelet entropy, polysomnography
目的:研究失眠症患者在清醒和不同睡眠阶段的小波熵变化:研究失眠症患者在清醒和不同睡眠阶段的小波熵变化:方法:选取 16 名失眠症患者和 16 名正常对照者。他们接受了量表评估和连续两晚的多导睡眠图(PSG)检查。对两组所有参与者记录的脑电图(EEG)信号进行小波熵分析。结果显示,失眠症组在清醒时和不同睡眠阶段的小波熵积分(En)和个体尺度小波熵(En(a))的变化,并比较了两组之间的差异:结果:与正常对照组相比,失眠症组在觉醒阶段的En较低,而在N3阶段的En较高(均为P < 0.001)。在En(a)方面,与正常对照组相比,失眠症患者在觉醒阶段的β和α频段的En(a)较低(β频段,P < 0.01;α频段,P < 0.001),而在N3阶段的β和α频段的En(a)较高(β频段,P < 0.001;α频段,P < 0.001):小波熵能反映失眠症患者清醒和不同睡眠阶段脑电信号复杂性的变化,为了解失眠症的病理生理机制提供了一种新的方法和见解。小波熵为评估睡眠质量提供了一个客观指标。
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引用次数: 0
Mood Disorders are Correlated with Autonomic Nervous Function in Chronic Insomnia Patients with OSA [Corrigendum] 情绪障碍与伴有 OSA 的慢性失眠患者的自主神经功能相关 [Corrigendum] (更正
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-04-04 DOI: 10.2147/nss.s465179
Yahui Wan, Mengdi Lv, Kaili Zhou, Zheng Li, Xueyun Du, Wei Wu, Rong Xue
Corrigendum for the article Mood Disorders are Correlated with Autonomic Nervous Function in Chronic Insomnia Patients with OSA
文章《情绪障碍与伴有 OSA 的慢性失眠患者的自主神经功能相关》的更正
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引用次数: 0
A Machine Learning Prediction Model of Adult Obstructive Sleep Apnea Based on Systematically Evaluated Common Clinical Biochemical Indicators 基于系统评估的常见临床生化指标的成人阻塞性睡眠呼吸暂停机器学习预测模型
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-04-01 DOI: 10.2147/nss.s453794
Jiewei Huang, Jiajing Zhuang, Huaxian Zheng, Ling Yao, Qingquan Chen, Jiaqi Wang, Chunmei Fan
Objective: Obstructive sleep apnea (OSA) is a common and potentially fatal sleep disorder. The purpose of this study was to construct an objective and easy-to-promote model based on common clinical biochemical indicators and demographic data for OSA screening
目的:阻塞性睡眠呼吸暂停(OSA阻塞性睡眠呼吸暂停(OSA)是一种常见且可能致命的睡眠障碍。本研究旨在根据常见的临床生化指标和人口统计学数据,构建一个客观且易于推广的模型,用于筛查 OSA
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引用次数: 0
Ferrostatin-1 Reversed Chronic Intermittent Hypoxia-Induced Ferroptosis in Aortic Endothelial Cells via Reprogramming Mitochondrial Function 铁前列素-1 通过重编程线粒体功能逆转慢性间歇性缺氧诱导的主动脉内皮细胞铁蜕变
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-04-01 DOI: 10.2147/nss.s442186
Jia Chen, Xiaoyu Deng, Ting Lin, Jiefeng Huang, Yisong Yang, N. Lian
Purpose: Chronic intermittent hypoxia (CIH) related arterial endothelium injury is a common cause of cardiovascular system injury. However, the mechanism still needs to be clarified. In this study
目的:与慢性间歇性缺氧(CIH)相关的动脉内皮损伤是心血管系统损伤的常见原因。然而,其机制仍有待明确。本研究
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引用次数: 0
Response to “Sleep Patterns During Pre-Competition Training Phase: A Comparison Between Male and Female Collegiate Swimmers” [Letter] 对 "赛前训练阶段的睡眠模式:男女大学生游泳运动员的比较"[信]
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-04-01 DOI: 10.2147/nss.s474037
H. Nugroho, Rafif Hapsari, Rozan Asyrofi Aji
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引用次数: 0
Association Between EEG Microarousal During Nocturnal Sleep and Next-Day Selective Attention in Mild Sleep-Restricted Healthy Undergraduates 轻度睡眠受限的健康大学生夜间睡眠期间脑电图微唤醒与次日选择性注意之间的关系
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-03-29 DOI: 10.2147/nss.s442007
Diguo Zhai, Qingwei Chen, Ying Yao, Taotao Ru, Guofu Zhou
Purpose: To explore whether sleep electroencephalogram (EEG) microarousals of different standard durations predict daytime mood and attention performance in healthy individuals after mild sleep restriction.
Participants and Methods: Sixteen (nine female) healthy college students were recruited to examine the correlations between nocturnal EEG microarousals of different standard durations (≥ 3 s, ≥ 5 s, ≥ 7 s, ≥ 9 s) under mild sleep restriction (1.5 h) and the following morning’s subjective alertness, mood, sustained attention, and selective attention task performance.
Results: Results revealed that mild sleep restriction significantly reduced subjective alertness and positive mood, while having no significant effect on negative mood, sustained attention and selective attention performance. The number of microarousals (≥ 5 s) was negatively associated with positive mood at 6:30. The number of microarousals was significantly and positively correlated with the response time difference value of disengagement component of the selective attention task at around 7:30 (≥ 5 s and ≥ 7 s) and 9:00 (≥ 5 s). The number of microarousals (≥ 7 s) was significantly and positively correlated with the inaccuracy difference value of orientation component of the selective attention task at around 9:00.
Conclusion: The number of EEG microarousals during sleep in healthy adults with mild sleep restriction was significantly and negatively related to their daytime positive affect while positively associated with the deterioration of disengagement and orientation of selective attention performance, but this link is dependent on the standard duration of microarousals, test time and the type of task.

Keywords: microarousal, alertness, sustained attention, selective attention, sleep restriction
目的:探讨不同标准持续时间的睡眠脑电图(EEG)微动量是否能预测轻度睡眠限制后健康人白天的情绪和注意力表现:招募16名(9名女性)健康大学生,研究轻度睡眠限制(1.5小时)下不同标准持续时间(≥3秒、≥5秒、≥7秒、≥9秒)的夜间脑电图微动与次日早晨主观警觉性、情绪、持续注意力和选择性注意力任务表现之间的相关性:结果发现,轻度睡眠限制会明显降低主观警觉性和积极情绪,而对消极情绪、持续注意和选择性注意表现没有显著影响。在 6:30 时,微唤醒次数(≥ 5 秒)与积极情绪呈负相关。在 7:30 左右(≥ 5 秒和≥ 7 秒)和 9:00 左右(≥ 5 秒),微唤醒次数与选择性注意任务中脱离部分的反应时差值呈显著正相关。在 9:00 左右,微动量(≥ 7 秒)的数量与选择性注意任务中定向部分的不准确性差异值呈显著正相关:轻度睡眠限制的健康成年人睡眠期间脑电图微动的次数与他们白天的积极情绪显著负相关,而与选择性注意的脱离和定向性能的恶化正相关,但这种联系取决于微动的标准持续时间、测试时间和任务类型。
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引用次数: 0
Causal Relationship of Obstructive Sleep Apnea with Bone Mineral Density and the Role of BMI 阻塞性睡眠呼吸暂停与骨矿物质密度的因果关系及体重指数的作用
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-03-22 DOI: 10.2147/nss.s443557
Fei Xu, XiuRong Zhang, YinRong Zhang, WenHui Chen, ZiCong Liao
Background: Observational studies have yielded conflicting evidence concerning the relationships between obstructive sleep apnea (OSA) and bone mineral density (BMD). As the exact causal inferences remain inconclusive, we conducted a two-sample Mendelian randomization (MR) to identify the causal associations between OSA and BMD.
Methods: Single-nucleotide polymorphisms associated with OSA were extracted from the FinnGen study. Summary statistics for 10 BMD measured at different age or skeletal sites were obtained from the publicly available IEU GWAS database. Inverse-variance weighted (IVW) method was chosen as the primary analysis, combined with several sensitivity analyses to evaluate the robustness of results. The study design included two-sample MR and network MR.
Results: Our primary MR analysis revealed that genetically predicted OSA was positively linked to increased forearm BMD (β = 0.24, 95% confidence interval [CI]: 0.06– 0.41, p = 0.009) and heel BMD (β=0.10, 95% CI = 0.02– 0.18, p = 0.018), while no significant causal relationships were observed between OSA and total body BMD, lumbar spine BMD, or femoral neck BMD (all p > 0.05). Network MR suggests that OSA might act as a mediating factor in the effect of BMI on forearm BMD and heel BMD, with a mediated portion estimated at 73% and 84%, respectively.
Conclusion: Our findings provide support for a causal relationship between genetically predicted OSA and increased forearm BMD and heel BMD. Furthermore, our results suggest that OSA may play a role in mediating the influence of BMI on BMD.

背景:关于阻塞性睡眠呼吸暂停(OSA)与骨矿物质密度(BMD)之间的关系,观察性研究得出了相互矛盾的证据。由于确切的因果推论仍无定论,我们进行了双样本孟德尔随机化(MR)研究,以确定 OSA 与 BMD 之间的因果关系:从芬兰基因研究中提取了与 OSA 相关的单核苷酸多态性。从公开的 IEU GWAS 数据库中获取了在不同年龄或骨骼部位测量的 10 个 BMD 的汇总统计数据。研究选择了反方差加权法(IVW)作为主要分析方法,并结合几种敏感性分析来评估结果的稳健性。研究设计包括双样本 MR 和网络 MR:我们的主要磁共振分析显示,遗传预测的 OSA 与前臂 BMD(β=0.24,95% 置信区间 [CI]:0.06- 0.41,p = 0.009)和足跟 BMD(β=0.10,95% CI = 0.02-0.18,p = 0.018)的增加呈正相关,而在 OSA 与全身 BMD、腰椎 BMD 或股骨颈 BMD 之间未观察到显著的因果关系(所有 p 均为 0.05)。网络MR表明,OSA可能是BMI对前臂BMD和足跟BMD影响的中介因素,估计中介部分分别为73%和84%:我们的研究结果支持了遗传预测的 OSA 与前臂 BMD 和足跟 BMD 增加之间的因果关系。此外,我们的研究结果表明,OSA 可能对 BMI 对 BMD 的影响起到了中介作用。
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引用次数: 0
The Chinese Clinical Sleep Database: An Innovative Database System Includes Large-Scale Clinical Data of Chinese Population 中国临床睡眠数据库:包含中国人群大规模临床数据的创新数据库系统
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-03-20 DOI: 10.2147/nss.s450578
Ruichen Fang, Yihong Cheng, Fan Li, Yan Xu, Yuanhui Li, Xiang Liu, Simin Guo, Yuling Wang, Jinnong Jiang, Dan Zhou, Bin Zhang
Purpose: In this study, we established the Chinese Clinical Sleep Database (CCSD), aiming to provide a safe, scalable, and user-friendly database that includes high-quality clinical data from Chinese population to facilitate sleep research.
Material and Methods: We collect individual’s demographic data, scales, anthropometric measurements, clinical diagnosis, and polysomnography (PSG) recordings from the routine medical process of sleep medicine centers using standardized procedures. The distributed cluster storage technology are utilized to store these data. The structured data are stored in a high-performance MySQL database, while the unstructured data are stored in an object storage service. And we have developed an online data platform to share and manage our data.
Results: The data collection has been conducted in three hospitals. In the preliminary stage of data collection (from October 18, 2022 to September 4, 2023), our database included a total of 1183 patients. Among them, 56.8% were male and their ages ranged from 3 to 88 years. These patients were diagnosed with various types of sleep disorders.
Conclusion: Since the CCSD’s inception, it has demonstrated good stability, security, and scalability. As an public database, the CCSD also exhibits user-friendliness. The CCSD contains comprehensive clinical data, which can contribute to the advancement of the diagnosis and treatment strategies for sleep disorders, ultimately promoting sleep health.

Keywords: sleep medicine, methodology, database, data collection, collaboration tool
目的:在这项研究中,我们建立了中国临床睡眠数据库(CCSD),旨在提供一个安全、可扩展、用户友好的数据库,其中包括中国人群的高质量临床数据,以促进睡眠研究:我们采用标准化程序,从睡眠医学中心的常规医疗过程中收集个人的人口统计学数据、量表、人体测量、临床诊断和多导睡眠图(PSG)记录。利用分布式集群存储技术来存储这些数据。结构化数据存储在高性能的 MySQL 数据库中,而非结构化数据则存储在对象存储服务中。我们还开发了一个在线数据平台来共享和管理数据:数据收集工作在三家医院进行。在数据收集的初步阶段(2022 年 10 月 18 日至 2023 年 9 月 4 日),我们的数据库共收录了 1183 名患者。其中,男性占 56.8%,年龄在 3 至 88 岁之间。这些患者被诊断患有各种类型的睡眠障碍:CCSD自建立以来,表现出了良好的稳定性、安全性和可扩展性。作为一个公共数据库,CCSD 还具有用户友好性。CCSD包含全面的临床数据,有助于推进睡眠障碍的诊断和治疗策略,最终促进睡眠健康。关键词:睡眠医学;方法;数据库;数据收集;协作工具
{"title":"The Chinese Clinical Sleep Database: An Innovative Database System Includes Large-Scale Clinical Data of Chinese Population","authors":"Ruichen Fang, Yihong Cheng, Fan Li, Yan Xu, Yuanhui Li, Xiang Liu, Simin Guo, Yuling Wang, Jinnong Jiang, Dan Zhou, Bin Zhang","doi":"10.2147/nss.s450578","DOIUrl":"https://doi.org/10.2147/nss.s450578","url":null,"abstract":"<strong>Purpose:</strong> In this study, we established the Chinese Clinical Sleep Database (CCSD), aiming to provide a safe, scalable, and user-friendly database that includes high-quality clinical data from Chinese population to facilitate sleep research.<br/><strong>Material and Methods:</strong> We collect individual’s demographic data, scales, anthropometric measurements, clinical diagnosis, and polysomnography (PSG) recordings from the routine medical process of sleep medicine centers using standardized procedures. The distributed cluster storage technology are utilized to store these data. The structured data are stored in a high-performance MySQL database, while the unstructured data are stored in an object storage service. And we have developed an online data platform to share and manage our data.<br/><strong>Results:</strong> The data collection has been conducted in three hospitals. In the preliminary stage of data collection (from October 18, 2022 to September 4, 2023), our database included a total of 1183 patients. Among them, 56.8% were male and their ages ranged from 3 to 88 years. These patients were diagnosed with various types of sleep disorders.<br/><strong>Conclusion:</strong> Since the CCSD’s inception, it has demonstrated good stability, security, and scalability. As an public database, the CCSD also exhibits user-friendliness. The CCSD contains comprehensive clinical data, which can contribute to the advancement of the diagnosis and treatment strategies for sleep disorders, ultimately promoting sleep health.<br/><br/><strong>Keywords:</strong> sleep medicine, methodology, database, data collection, collaboration tool<br/>","PeriodicalId":18896,"journal":{"name":"Nature and Science of Sleep","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140172509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Substituting Book Reading for Screen Time Benefits Preschoolers’ Sleep Health: Results from the Ulm SPATZ Health Study 用阅读书籍代替屏幕时间有利于学龄前儿童的睡眠健康:乌尔姆 SPATZ 健康研究的结果
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-03-20 DOI: 10.2147/nss.s448736
Cristian Ricci, Madeleine Ordnung, Dietrich Rothenbacher, Jon Genuneit
Purpose: Healthy sleep is essential for the physical, cognitive, and social development of children. Several studies have reported the increase in digital media use in preschool children and its association with impaired sleep. However, there is relatively little evidence on the effects of book reading as a potentially safe alternative. The objective of this study, therefore, was to investigate whether sleep in children could benefit from book reading, and whether the negative effects of media use on sleep can be mitigated by substituting book reading for screen time.
Participants and Methods: We used longitudinal data from three consecutive waves of the SPATZ Health study, including children at the ages of 4 (n=581), 5 (n=508), and 6 (n=426) years. All data were collected by self-administered questionnaires. Parent-reported child sleep was assessed by the Children’s Sleep Habits Questionnaire.
Results: Across the three waves, screen-based media use increased and was associated with lower sleep quality. In contrast, the time spent with book reading decreased; however, book reading appeared to be beneficial for children’s sleep. Substitution models revealed that the theoretical substitution of an equal amount of book reading for 50% of the time spent with screen-based media benefits several domains of preschoolers’ sleep health, including parasomnias, sleep anxiety, daytime sleepiness, and sleep onset delay.
Conclusion: Besides implications for population-wide and individual prevention, book reading may also be incorporated as a useful intervention to improve sleep quality in children who are already affected by sleep problems. Given that book reading is perceived as a safe alternative, the presented evidence may suffice to support recommendations in this direction.

Keywords: digital media, paper book, sleep health, sleep quality, children, preschoolers
目的:健康的睡眠对儿童的身体、认知和社会发展至关重要。有几项研究报告了学龄前儿童使用数字媒体的增加及其与睡眠受损的关系。然而,关于图书阅读作为一种潜在的安全替代方式所产生的影响的证据却相对较少。因此,本研究的目的是调查儿童的睡眠是否能从图书阅读中受益,以及用图书阅读代替屏幕时间是否能减轻媒体使用对睡眠的负面影响:我们使用了 SPATZ 健康研究连续三波的纵向数据,包括 4 岁(581 人)、5 岁(508 人)和 6 岁(426 人)的儿童。所有数据均通过自填式问卷收集。家长报告的儿童睡眠情况通过儿童睡眠习惯问卷进行评估:结果:在三个阶段中,使用屏幕媒体的时间增加,并与睡眠质量下降有关。相比之下,阅读书籍的时间减少了;然而,阅读书籍似乎对儿童睡眠有益。替代模型显示,用50%的屏幕媒体使用时间替代等量的图书阅读,理论上对学龄前儿童的多个睡眠健康领域都有益处,包括寄生虫、睡眠焦虑、白天嗜睡和睡眠开始延迟:除了对整个人群和个人的预防有影响外,对于已经受到睡眠问题影响的儿童,图书阅读也可以作为一种有效的干预措施来改善他们的睡眠质量。鉴于图书阅读被认为是一种安全的选择,所提供的证据可能足以支持这方面的建议。关键词:数字媒体;纸质图书;睡眠健康;睡眠质量;儿童;学龄前儿童
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引用次数: 0
Assessing the Real-World, Long-Term Impact of Lemborexant on Sleep Quality in a Home-Based Clinical Study 在一项家庭临床研究中评估伦博雷司坦对睡眠质量的实际长期影响
IF 3.4 2区 医学 Q2 Psychology Pub Date : 2024-03-19 DOI: 10.2147/nss.s448871
Seiko Miyata, Kunihiro Iwamoto, Ippei Okada, Akihiro Fujimoto, Yuki Kogo, Daisuke Mori, Manabu Amano, Nao Matsuyama, Kazuki Nishida, Masahiko Ando, Toshiaki Taoka, Shinji Naganawa, Norio Ozaki
Purpose: Both subjective and objective evaluations are essential for the treatment of insomnia. Lemborexant has been shown to be effective in the long-term based solely on a subjective basis, and no long-term objective measures have been evaluated under natural sleep conditions. Small, lightweight sleep electroencephalogram (EEG) monitor was used, instead of polysomnography, to objectively evaluate sleep at home 4 and 12 weeks after lemborexant treatment.
Patients and Methods: Adults and elderly subjects with insomnia disorder, per the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, were enrolled in this open-label, single-arm, single-center trial. Objective and subjective measures of sleep were prospectively assessed. Sleep disturbance, excessive sleepiness, and depressive symptoms were assessed using questionnaires.
Results: A total of 45 subjects were screened, of which 33 were enrolled. Paired t-tests were conducted to evaluate changes in sleep variables and compared with the baseline; subjects showed significant improvements in objective sleep efficiency (SE) and subjective sleep parameters at weeks 4 and 12 following treatment with lemborexant. When baseline values were taken into account, a repeated-multivariate analysis of variance (MANOVA) revealed statistically significant changes in the objective measures. Sleep disturbance, excessive sleepiness, and depressive symptoms improved after three months of lemborexant treatment.
Conclusion: Furthermore, lemborexant therapy improved nocturnal sleep, when measured objectively using sleep EEG monitoring at home, and improved daytime sleepiness and depressive symptoms in older adults with insomnia disorder.

Keywords: insomnia, lemborexant, objective sleep evaluation, portable sleep EEG monitoring, subjective sleep evaluation
目的:主观和客观评估对于治疗失眠症都至关重要。仅从主观方面来看,苯溴索有长期疗效,但尚未对自然睡眠条件下的长期客观指标进行评估。我们使用了小型、轻便的睡眠脑电图(EEG)监测仪,代替多导睡眠监测仪,对利眠宁治疗4周和12周后在家的睡眠情况进行客观评估:根据《精神疾病诊断与统计手册》第五版,成人和老年失眠症患者被纳入这项开放标签、单臂、单中心试验。对睡眠的客观和主观指标进行了前瞻性评估。通过问卷对睡眠障碍、过度嗜睡和抑郁症状进行评估:结果:共筛选出 45 名受试者,其中 33 名入选。对睡眠变量的变化进行了配对t检验,并与基线值进行了比较;受试者在接受伦博雷沙坦治疗后的第4周和第12周,客观睡眠效率(SE)和主观睡眠参数均有显著改善。如果将基线值考虑在内,重复多变量方差分析(MANOVA)显示,客观指标的变化具有统计学意义。睡眠障碍、过度嗜睡和抑郁症状在接受三个月的伦博雷沙坦治疗后有所改善:此外,在家中使用睡眠脑电图监测仪进行客观测量时,利眠宁可改善夜间睡眠,并改善患有失眠症的老年人的白天嗜睡和抑郁症状。
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引用次数: 0
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Nature and Science of Sleep
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