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Images: A disorder-specific CPAP adherence pattern. 图像:疾病特异性CPAP依从性模式。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11842
Arne Peeters, Simon Horckmans, Dries Testelmans, Bertien Buyse, Alexandros Kalkanis

A patient previously diagnosed with moderate obstructive sleep apnea and treated with continuous positive airway pressure was seen for her yearly routine follow-up. A continuous positive airway pressure adherence report of the previous year revealed periodic usage with almost stable monthly fluctuation between proper and poor adherence. The patient declared consistent usage when sleeping. The patient's sleep habits, such as usual bedtime and start of continuous positive airway pressure treatment, had not changed during the monthly variations. What disorder can explain this continuous positive airway pressure adherence pattern?

Citation: Peeters A, Horckmans S, Testelmans D, Buyse B, Kalkanis A. Images: a disorder-specific CPAP adherence pattern. J Clin Sleep Med. 2025;21(11): 2011-2013.

患者先前诊断为中度阻塞性睡眠呼吸暂停,并接受持续气道正压治疗,每年例行随访。前一年的CPAP依从性报告显示,在适当和不良依从性之间每月几乎稳定波动的周期性使用。患者在睡觉时声明服药。患者的睡眠习惯,如正常就寝时间和CPAP治疗的开始,在每月的变化中没有改变。什么疾病可以解释这种CPAP依从性模式?
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引用次数: 0
Pitolisant may lessen not only sleepiness but improve hyperphagia and behavior problems in Prader-Willi syndrome. Pitolisant不仅可以减轻嗜睡,还可以改善Prader-Willi综合征的嗜食和行为问题。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11886
Madeleine Grigg-Damberger
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引用次数: 0
Artificial intelligence in sleep medicine: an updated American Academy of Sleep Medicine position statement. 睡眠医学中的人工智能:最新的美国睡眠医学学会立场声明。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11832
Margarita Oks, Ramesh Sachdeva, Mattina A Davenport, Aatif M Husain, Maninder Kalra, Vidya Krishnan, Trung Le, Ankit A Parekh, Hyung Park, Bharati Prasad, Scott M Ryals, Subaila Zia, Matthew Anastasi, Anita V Shelgikar, Fariha Abbasi-Feinberg, Alexandre Rocha Abreu, Anuja Bandyopadhyay, Indira Gurubhagavatula, Vishesh K Kapur, David Kuhlmann, Eric J Olson, Susheel P Patil, James A Rowley, Lynn Marie Trotti, Emerson M Wickwire

The field of artificial intelligence (AI) is rapidly expanding and has the potential to significantly impact the practice of sleep medicine. Sleep practitioners may be able to augment the efficiency and effectiveness of care delivery to patients by incorporating AI into clinical practice. However, AI must be implemented in a responsible manner, with a full appreciation of the technology's current limitations and evolving nature. Specifically, the tenets of data privacy, fairness and transparency, infrastructure, and medical-legal issues must be considered. Many of these issues are evolving and will continue to impact AI implementation in new ways. Enhancements in technology will provide new AI options for clinicians and patients. Evolving case law will influence the legal risks that clinicians, hospitals, and sleep centers will face. Creation of new policies within the United States and internationally will provide frameworks and safeguards for data privacy and AI use. Sleep clinicians and researchers should remain updated and knowledgeable in these areas. As AI continues to develop and advance in the sleep medicine field, it must be a partner to, and not a replacement for, clinician (ie, human) oversight. It is the position of the American Academy of Sleep Medicine that responsible AI integration into sleep medicine has the potential to enhance clinical care and research but requires careful consideration to overcome clinical validation challenges, ensure ongoing accuracy after implementation, and incorporate clinically relevant and user-friendly tools into practice, while also upholding standards of safety, appropriateness, and transparency.

Citation: Oks M, Sachdeva R, Davenport MA, et al. Artificial intelligence in sleep medicine: an updated American Academy of Sleep Medicine position statement. J Clin Sleep Med. 2025;21(11):1953-1955.

人工智能(AI)领域正在迅速发展,并有可能对睡眠医学的实践产生重大影响。通过将人工智能纳入临床实践,睡眠从业者可能能够提高为患者提供护理的效率和效果。然而,人工智能必须以负责任的方式实施,充分认识到技术目前的局限性和不断发展的性质。具体而言,必须考虑数据隐私、公平和透明、基础设施和医疗法律问题等原则。其中许多问题都在不断发展,并将继续以新的方式影响人工智能的实施。技术的改进将为临床医生和患者提供新的人工智能选择。不断发展的判例法将影响临床医生、医院和睡眠中心将面临的法律风险。在美国国内和国际上制定新政策将为数据隐私和人工智能的使用提供框架和保障。睡眠临床医生和研究人员应该在这些领域保持更新和知识。随着人工智能在睡眠医学领域的不断发展和进步,它必须成为临床医生(即人类)监督的合作伙伴,而不是替代品。AASM的立场是,负责任的人工智能整合到睡眠医学中有可能加强临床护理和研究,但需要仔细考虑克服临床验证挑战,确保实施后的持续准确性,并将临床相关和用户友好的工具纳入实践,同时维护安全性、适当性和透明度的标准。
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引用次数: 0
The efficacy and safety of an intraoral negative air pressure device in patients with obstructive sleep apnea: a systematic review and meta-analysis. 阻塞性睡眠呼吸暂停患者口服负压装置的有效性和安全性:一项系统综述和荟萃分析。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11812
Charoiboon Puvatanond, Navarat Kasemsuk, Wish Banhiran

Study objectives: To evaluate the efficacy and safety of intraoral negative air pressure (iNAP) devices in patients with obstructive sleep apnea.

Methods: A systematic search without language restrictions was conducted in the Ovid Medline, Embase, and Scopus databases to identify all original studies on the effects of iNAP devices in adult patients with obstructive sleep apnea who reported the apnea-hypopnea index. The final update was made on December 7, 2024. The risk of bias assessment tool for nonrandomized studies was applied for quality assessment. Review Manager was used to conduct statistical analysis.

Results: Of the 72 originally retrieved articles, 9 studies were included that involved a total of 445 individuals. Meta-analysis of the pooled data showed that, following iNAP treatment, the participants had a significant improvement in mean apnea-hypopnea index with a mean difference of 12.4 (95% confidence interval, 7.5-17.3), minimum oxygen saturation with mean difference of -3.6 (95% confidence interval, -5.3 to -1.8), Epworth sleepiness scale with mean difference of 2.64 (95% confidence interval, 0.23-5.05) and oxygen desaturation index with mean difference of 10.8 (95% confidence interval, 7.2-14.3). Participants also had a trend of improvement in the percentages of time spent with oxygen saturation ≥ 90% after treatment but did not reach statistical significance. The most common adverse events related to the device were oral tissue discomfort and irritation. No serious adverse events were reported.

Conclusions: Treatment with iNAP devices significantly improved apnea-hypopnea index and oxygen desaturation index. iNAP may be a suitable treatment option for selected patients with obstructive sleep apnea.

Citation: Puvatanond C, Kasemsuk N, Banhiran W. The efficacy and safety of an intraoral negative air pressure device in patients with obstructive sleep apnea: a systematic review and meta-analysis. J Clin Sleep Med. 2025;21(11):1969-1977.

研究目的:评价口腔负压装置(INAP)治疗阻塞性睡眠呼吸暂停(OSA)患者的有效性和安全性。方法:在Ovid Medline、Embase和Scopus数据库中进行无语言限制的系统检索,以确定所有关于INAP设备对报告呼吸暂停低通气指数(AHI)的成人OSA患者影响的原始研究。最后一次更新是在2024年12月7日。采用非随机研究的偏倚风险评估工具(RoBANS)进行质量评估。采用RevMan软件进行统计分析。结果:在72篇原始检索文章中,纳入了9项研究,共涉及445名个体。综合数据的荟萃分析显示,接受INAP治疗后,参与者的平均AHI显著改善,平均差异(MD)为12.4 (95%CI, 7.5至17.3),最低血氧饱和度(MD)为-3.6 (95%CI, -5.3至-1.8),Epworth嗜睡量表(MD)为2.64 (95%CI, 0.23至5.05),血氧去饱和指数(ODI)为10.8 (95%CI, 7.2至14.3)。治疗后患者血氧饱和度≥90%的时间百分比也有改善的趋势,但没有达到统计学意义。与该装置相关的最常见不良事件是口腔组织不适和刺激。无严重不良事件报告。结论:使用INAP治疗可显著改善AHI和ODI。对于某些OSA患者,INAP可能是一种合适的治疗选择。系统审查注册:Registry: PROSPERO;标识符:CRD42024510535。
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引用次数: 0
The role of adenoid hypertrophy in obstructive sleep apnea outcomes post-mandibular distraction osteogenesis in patients with craniofacial microsomia. 腺样体肥大在颅面小症患者下颌牵张成骨后阻塞性睡眠呼吸暂停结果中的作用。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11826
Yingxiang Liang, Wenjie Cheng, Kaiyi Shu, Lunkun Ma, Cheng Ke, Xi Xu, Shanbaga Zhao, Lei Li, Zhiyong Zhang, Wei Liu

Study objectives: Mandibular distraction osteogenesis (MDO) is recommended for children with craniofacial microsomia (CFM) and obstructive sleep apnea (OSA). However, its efficacy remains limited, with success rates of 36.4-60%. The role of adenoid hypertrophy (AH) in persistent OSA post-MDO has not been been fully investigated. This study aimed to evaluate the role of AH in influencing MDO outcomes and to explore its contribution to the pathophysiology and treatment of OSA in patients with CFM.

Methods: A retrospective analysis was conducted on 72 patients with CFM undergoing MDO. Preoperative adenoid size was assessed using adenoid/nasopharyngeal ratios from cranial computed tomography scans. Polysomnographic data, including preoperative and postoperative obstructive apnea-hypopnea index, were analyzed. Patients were classified into effective and ineffective groups based on postoperative OSA improvement. Statistical correlations between adenoid/nasopharyngeal ratios, OSA severity, Pruzansky-Kaban classification and treatment outcomes were examined.

Results: AH prevalence among patients with CFM with OSA was 61.1%. Adenoid/nasopharyngeal ratios correlated with postoperative obstructive apnea-hypopnea index (r = .261, P = .027), but not with preoperative obstructive apnea-hypopnea index. The ineffective group had higher adenoid/nasopharyngeal ratios than the effective group (0.69 ± 0.13 vs 0.64 ± 0.12). Overall, the MDO effectiveness rate was 47.22%, with greater improvement observed in patients with severe OSA. No significant association was found between the Pruzansky-Kaban classification and either OSA severity or MDO treatment outcomes.

Conclusions: AH plays a significant role in persistent OSA post-MDO, particularly in mild to moderate cases. Routine preoperative assessment of AH, combined with targeted interventions such as adenoidectomy when indicated, may improve treatment outcomes. These findings underscore the importance of addressing both skeletal and soft tissue factors in the comprehensive management of OSA in patients with CFM.

Citation: Liang Y, Cheng W, Shu K, et al. The role of adenoid hypertrophy in obstructive sleep apnea outcomes post-mandibular distraction osteogenesis in patients with craniofacial microsomia. J Clin Sleep Med. 2025;21(11):1839-1845.

研究目的:下颌牵张成骨(MDO)推荐用于颅面小畸形(CFM)和阻塞性睡眠呼吸暂停(OSA)儿童。然而,其疗效仍然有限,成功率为36.4%-60%。腺样体肥大(AH)在mdo后持续性OSA中的作用尚未得到充分研究。本研究旨在评估AH在影响MDO结果中的作用,并探讨其在CFM患者OSA的病理生理和治疗中的作用。方法:对72例CFM行MDO的患者进行回顾性分析。术前使用颅脑CT扫描的腺样体/鼻咽(A/N)比评估腺样体大小。分析多导睡眠图数据,包括术前和术后阻塞性呼吸暂停低通气指数(OAHI)。根据术后OSA改善情况将患者分为有效组和无效组。检验A/N比、OSA严重程度、Pruzansky-Kaban分级与治疗结果的统计学相关性。结果:CFM合并OSA患者AH患病率为61.1%。A/N比值与术后OAHI相关(r = 0.261, p = 0.027),但与术前OAHI无关。无效组A/N比显著高于有效组(0.69±0.13∶0.64±0.12)。总体MDO有效率为47.22%,重度OSA患者改善更明显。未发现Pruzansky-Kaban分级与OSA严重程度或MDO治疗结果之间存在显著关联。结论:腺样体肥大在mdo后持续性OSA中起重要作用,特别是在轻中度病例中。常规术前评估AH,结合有针对性的干预措施,如腺样体切除术,可改善治疗结果。这些发现强调了解决骨骼和软组织因素在CFM患者OSA综合管理中的重要性。
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引用次数: 0
The effect of zolpidem on CPAP acclimatization in patients with OSA: a crossover, randomized, double-blinded, placebo-controlled trial. 唑吡坦对OSA患者CPAP适应的影响:一项交叉、随机、双盲、安慰剂对照试验。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11850
Piyakorn Pisalnoradej, Wish Banhiran, Navarat Kasemsuk

Study objectives: To evaluate the short-term effect of zolpidem on continuous positive airway pressure (CPAP) acclimatization in patients with obstructive sleep apnea compared with placebo.

Methods: This randomized, double-blind, placebo-controlled crossover trial enrolled CPAP-naive patients with obstructive sleep apnea who had an indication for CPAP therapy. Participants were randomly assigned to receive either zolpidem 10 mg or an identical placebo capsule, administered 30 minutes before bedtime for 1 week. In the second week, they crossed over to the alternate treatment. A 24-hour washout period separated the 2 treatment phases.

Results: Twenty-eight participants (mean age, 54.5 ± 13.7 years; 57.1% male) completed the study. The mean CPAP usage per night did not differ significantly between zolpidem and placebo (mean difference, 0.18; 95% confidence interval, -0.39 to 0.75). The percentage of nights with CPAP use ≥ 4 hours also showed no significant difference (mean difference, 2.60; 95% confidence interval, -5.65 to 10.87). Treatment sequence did not affect CPAP adherence (P = .87). Subgroup analyses by sex, disease severity, and arousal index revealed no significant impact of zolpidem on adherence. No serious adverse events were reported, and the most common minor adverse event was dizziness (7.14%).

Conclusions: Short-term zolpidem use did not improve CPAP adherence during the acclimatization period. These findings underscore the importance of employing multiple acclimatization strategies rather than relying on routine zolpidem use. Larger-scale studies with extended follow-up are warranted to confirm these results.

Clinical trial registration: Registry: ClinicalTrials.gov; Name: Zolpidem on CPAP Acclimatization in OSA; URL: https://clinicaltrials.gov/study/NCT06084130; Identifier: NCT06084130.

Citation: Pisalnoradej P, Banhiran W, Kasemsuk N. The effect of zolpidem on CPAP acclimatization in patients with OSA: a crossover, randomized, double-blinded, placebo-controlled trial. J Clin Sleep Med. 2025;21(11):1831-1837.

研究目的:比较唑吡坦与安慰剂对阻塞性睡眠呼吸暂停(OSA)患者持续气道正压(CPAP)适应的短期效果。方法:这项随机、双盲、安慰剂对照的交叉试验纳入了CPAP初始的OSA患者,这些患者需要接受CPAP治疗。参与者被随机分配接受唑吡坦10 mg或相同的安慰剂胶囊,在睡前30 分钟给药,持续1 周。在第二周,他们转到另一种治疗。24小时的洗脱期将两个治疗阶段分开。结果:28名参与者(平均年龄54.5 ± 13.7 岁;57.1%男性)完成了研究。唑吡坦和安慰剂每晚平均CPAP使用率无显著差异(平均差异0.18,95% CI -0.39至0.75)。使用CPAP的夜间百分比 ≥ 4 小时也无显著差异(平均差异2.60,95% CI -5.65 ~ 10.87)。治疗顺序对CPAP依从性无影响(P = 0.87)。按性别、疾病严重程度和觉醒指数进行的亚组分析显示,唑吡坦对依从性没有显著影响。无严重不良事件报告,最常见的轻微不良事件为头晕(7.14%)。结论:在适应期,短期使用唑吡坦并不能提高CPAP的依从性。这些发现强调了采用多种适应策略的重要性,而不是依赖常规使用唑吡坦。有必要进行更大规模的随访研究来证实这些结果。临床试验注册:注册:ClinicalTrials.gov;标识符:NCT06084130。
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引用次数: 0
Obstructive sleep apnea, glycemic control, and cardiovascular risk in young adults with youth-onset type 2 diabetes: results from the TODAY study. 阻塞性睡眠呼吸暂停、血糖控制和年轻2型糖尿病患者心血管风险:来自TODAY研究的结果
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11784
Lorraine E Levitt Katz, Laure K El Ghormli, Kristen J Nadeau, Amy Shah, Janine Higgins, Katherine Kutney, Rose Gubitosi-Klug, Brian Burke, Babak Mokhlesi

Study objectives: Obstructive sleep apnea (OSA) is a common comorbidity in type 2 diabetes and has been associated with poor glycemic control, but few data exist in youth-onset type 2 diabetes. We evaluated the prevalence of OSA and its associations with metabolic control and cardiovascular risk in young adults with pediatric type 2 diabetes.

Methods: OSA presence and severity was assessed by polysomnography in 114 participants in the TODAY study (Treatment Options for type 2 Diabetes in Adolescents and Youth) (mean age 23.5 years, diabetes duration 10 years, body mass index 35.3 kg/m2). Glycated hemoglobin, β-cell function, and diabetes-related complications were collected in the TODAY cohort. Adjusted regression models evaluated relationships between OSA and outcomes.

Results: The prevalence of OSA in TODAY was 38.6%. OSA was not associated with glycated hemoglobin, loss of metabolic control, or diabetes-related complications in this cohort.

Conclusions: Despite nearly 10 years of poorly controlled diabetes, young adults with youth-onset type 2 diabetes had a moderate prevalence of OSA. Severity of OSA was not associated with loss of glycemic control or diabetes-related complications in the TODAY cohort. The prevalence of OSA was lower than that reported in adults with prediabetes/early type 2 diabetes.

Clinical trial registration: Registry: ClinicalTrials.gov; Name: Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY); URL: https://clinicaltrials.gov/study/NCT00081328; Identifier: NCT00081328.

Citation: Levitt Katz LE, El ghormli LK, Nadeau KJ, et al. Obstructive sleep apnea, glycemic control, and cardiovascular risk in young adults with youth-onset type 2 diabetes: results from the TODAY study. J Clin Sleep Med. 2025;21(11):1925-1933.

研究目的:阻塞性睡眠呼吸暂停(OSA)是2型糖尿病的常见合并症,与血糖控制不良有关,但在青少年发病的2型糖尿病中很少有相关数据。我们评估了患有2型糖尿病的年轻人中OSA的患病率及其与代谢控制和心血管风险的关系。方法:在TODAY研究(青少年和青年2型糖尿病的治疗方案)中,114名参与者(平均年龄23.5岁,糖尿病病程10年,BMI 35.3 kg/m2),通过多导睡眠图评估OSA的存在和严重程度。在TODAY队列中收集了HbA1c、β细胞功能和糖尿病相关并发症。调整后的回归模型评估了OSA与预后之间的关系。结果:今天的OSA患病率为38.6%。在该队列中,OSA与HbA1c、代谢控制丧失或糖尿病相关并发症无关。结论:尽管有近10年控制不良的糖尿病,年轻2型糖尿病患者的OSA患病率中等。在TODAY队列中,OSA的严重程度与血糖控制丧失或糖尿病相关并发症无关。OSA的患病率低于糖尿病前期/早期2型糖尿病的成年人。临床试验注册:注册:ClinicalTrials.gov;名称:今日研究;标识符:NCT00081328。
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引用次数: 0
Comparative effectiveness of nonpharmacological interventions on postpartum maternal sleep quality: a systematic review and network meta-analysis. 非药物干预对产后产妇睡眠质量的比较效果:系统综述和网络荟萃分析。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11814
Cai Thi Thuy Nguyen, Hsiao-Yean Chiu, Marianne Lin-Lewry, Bei Bei, Shao-Yu Tsai, Shu-Yu Kuo

Study objectives: Poor sleep quality is prevalent among postpartum females and can impair maternal and family health. Nonpharmacological interventions are preferred approaches over pharmaceutical methods for improving postpartum sleep, though their comparative effects remain unclear. This study aimed to systematically compare and rank the effects of various nonpharmacological interventions on maternal sleep quality at different postpartum stages.

Methods: A systematic review and network meta-analysis was conducted. Electronic databases were systematically searched from their inception to July 2024. Randomized controlled trials of nonpharmacological interventions for postpartum sleep were included. Random-effects network meta-analyses were adopted.

Results: In total, 19 randomized controlled trials involving 1,826 participants examined 13 nonpharmacological interventions for postpartum sleep quality. Foot reflexology demonstrated the largest effect size (standardized mean difference [SMD] = -3.5), followed by progressive muscle relaxation (SMD = -3.2) and massage (SMD = -2.0), compared to usual care during the first 3 months postpartum. Cognitive behavioral therapy for insomnia (SMD = -1.7) and light-dark therapy (SMD = -1.3) are effective during 4-12 months postpartum.

Conclusions: Nonpharmacological interventions effectively improve postpartum sleep, with foot reflexology being the most effective in the early postpartum period and cognitive behavioral therapy for insomnia optimal for 4-12 months. Health professionals can incorporate these promising interventions into postpartum sleep care. Future research evaluating the direct comparisons of nonpharmacological interventions for postpartum sleep is warranted.

Citation: Nguyen CTT, Chiu H-Y, Lin-Lewry M, Bei B, Tsai S-Y, Kuo S-Y. Comparative effectiveness of nonpharmacological interventions on postpartum maternal sleep quality: a systematic review and network meta-analysis. J Clin Sleep Med. 2025;21(11):1957-1967.

研究目的:睡眠质量差在产后妇女中普遍存在,并可能对母亲和家庭健康产生负面影响。非药物干预是改善产后睡眠的首选方法,尽管它们的比较效果尚不清楚。本研究旨在系统比较和排序各种非药物干预对产后不同阶段产妇睡眠质量的影响。方法:采用系统综述和网络荟萃分析。从开始到2024年7月,系统地检索了电子数据库。纳入了非药物干预产后睡眠的随机对照试验。采用随机效应网络meta分析。结果:共有19项随机对照试验,涉及1826名参与者,研究了13种非药物干预措施对产后睡眠质量的影响。产后前三个月,与常规护理相比,足底按摩的效果最大(标准化平均差[SMD] = -3.5),其次是渐进式肌肉放松(SMD = -3.2)和按摩(SMD = -2.0)。失眠症认知行为疗法;SMD = -1.7)和光暗疗法(SMD = -1.3)在产后4-12个月有效。结论:非药物干预可有效改善产后睡眠,其中足部反射治疗在产后早期最有效,CBTi治疗在产后4-12个月效果最佳。卫生专业人员可以将这些有希望的干预措施纳入产后睡眠护理。未来的研究评估对产后睡眠的非药物干预的直接比较是必要的。系统审查注册:Registry: PROSPERO;标识符:CRD42022335715。
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引用次数: 0
Nocturnal sleep stage stability features in unexplained hypersomnolence. 不明原因嗜睡的夜间睡眠阶段稳定性特征。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11808
Jesse D Cook, Meredith E Rumble, Ana Maria Vascan, Kieulinh M Tran, Michael L Prairie, Jessica Love, David T Plante

Study objectives: Evaluate nocturnal polysomnography sleep stage stability features in an adult, sample of clinical patients with hypersomnolence disorder (HD) against healthy sleeper controls (HSCs). Explore differences in sleep stage stability features across HD who displayed objective criteria for idiopathic hypersomnia (IH) (HD/IH+) and those who did not (HD/IH-).

Methods: Sixty unmedicated clinical patients with HD (average age = 28.6 ± 8.6 years; percentage female = 78.3%) and 29 HSCs underwent ad libitum nocturnal polysomnography and daytime Multiple Sleep Latency Tests. Sleep stage stability features included number of stage bouts, median stage bout duration, number of transitions between stages, and survival analysis of stage bouts. Regression and Cox proportional hazards models compared HD against HSC. Analysis of covariance, log-rank tests, and pairwise comparisons explored differences between HSC, HD/IH+ (n = 14), and HD/IH-. All analyses accounted for age, sex, body mass index, and depressive symptom severity.

Results: HD displayed longer non-rapid eye movement (NREM) stage 2 sleep bouts (P = .02) and increased survival of NREM stage 2 sleep (P < .0001) and rapid eye movement (REM) (P < .0001) bouts, relative to HSC, with fewer NREM stage 3 sleep bouts (P = .02) that were comparable in duration and survival. Many phenotypic similarities were observed between HD/IH+ and HD/IH-, though HD/IH+ displayed significantly increased NREM stage 2 sleep survival (P = .03), longer sleep duration (P = .004), and greater sleep continuity (P = .003).

Conclusions: Our findings demonstrate enhanced NREM stage 2 sleep and REM stability in adult clinical patients with unexplained hypersomnolence. Follow-up studies are necessary to determine the role of distinct sleep stage stability features as valid, reliable and specific signatures of unexplained hypersomnolence. These results may also be useful for future nosological frameworks that consider unexplained hypersomnolence along a continuum of severity that includes both HD and IH.

Citation: Cook JD, Rumble ME, Vascan AM, et al. Nocturnal sleep stage stability features in unexplained hypersomnolence. J Clin Sleep Med. 2025;21(11): 1911-1924.

研究目的:评估一名成人嗜睡症(HD)临床患者与健康睡眠者对照(HSC)的夜间多导睡眠图(PSG)睡眠阶段稳定性(SSS)特征。探讨具有特发性嗜睡客观标准的HD患者(HD/IH+)和非HD/IH-患者(HD/IH-)在SSS特征上的差异。方法:60例临床未用药HD患者(平均年龄28.6±8.6岁;女性占78.3%),29例HSC进行了随意夜间PSG和白天多次睡眠潜伏期测试。SSS特征包括阶段回合数、中位阶段回合持续时间、阶段之间的过渡次数和阶段回合的生存分析。回归和cox比例风险模型比较了HD和HSC。ANCOVA、log-rank检验和两两比较探讨了HSC、HD/IH+ (n=14)和HD/IH-之间的差异。所有的分析都考虑了年龄、性别、体重指数和抑郁症状的严重程度。结果:HD的N2发作时间延长(p=0.02), N2生存期延长(ppp=0.02),两者的持续时间和生存期相当。在HD/IH+和HD/IH-之间观察到许多表型相似性,尽管HD/IH+表现出显著增加的N2存活(p=0.03),更长的睡眠时间(p=0.004)和更大的睡眠连续性(p=0.003)。结论:我们的研究结果表明,成人临床不明原因嗜睡患者的N2和REM稳定性增强。后续研究是必要的,以确定不同的SSS特征的作用,作为有效的,可靠的和特殊的特征的不明原因嗜睡。这些结果也可能对未来考虑包括HD和IH在内的一系列严重程度的不明原因嗜睡的分类学框架有用。
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引用次数: 0
Automated analysis of the American Academy of Sleep Medicine Inter-Scorer Reliability gold-standard polysomnogram dataset. 自动分析AASM内部评分者可靠性金标准多导睡眠图数据集。
IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-01 DOI: 10.5664/jcsm.11848
Ayush Tripathi, Samaneh Nasiri, Wolfgang Ganglberger, Thijs Nassi, Erik-Jan Meulenbrugge, Haoqi Sun, Katie L Stone, Emmanuel Mignot, Dennis Hwang, Lynn Marie Trotti, Matthew A Reyna, Gari D Clifford, Umakanth Katwa, Robert J Thomas, M Brandon Westover

Study objectives: We compared the performance of a comprehensive automated polysomnogram analysis algorithm-CAISR (Complete Artificial Intelligence Sleep Report)-to a multiexpert gold-standard panel, crowdsourced scorers, and experienced technicians for sleep staging and detecting arousals, respiratory events, and limb movements.

Methods: A benchmark dataset of 57 polysomnogram records (Inter-Scorer Reliability dataset) with 200 30-second epochs scored per American Academy of Sleep Medicine guidelines was used. Annotations were obtained from (1) the American Academy of Sleep Medicine multiexpert gold-standard panel, (2) American Academy of Sleep Medicine Inter-Scorer Reliability (ISR) platform users ("crowd," averaging 6,818 raters per epoch), (3) 3 experienced technicians, and (4) CAISR. Agreement was assessed via Cohen's kappa (κ) and percent agreement.

Results: Across tasks, CAISR achieved performance comparable to that of experienced technicians but did not match consensus-level agreement between the multiexpert gold standard and the crowd. For sleep staging, CAISR's agreement with multiexpert gold standard was 82.1% (κ = 0.70), comparable to experienced technicians but below the crowd (κ = 0.88). Arousal detection showed 87.81% agreement (κ = 0.45), respiratory event detection 83.18% agreement (κ = 0.34), and limb movement detection 94.89% agreement (κ = 0.11), each aligning with performance equivalent to experienced technicians but trailing crowd agreement (κ = 0.83, 0.78, and 0.86 for detection of arousal, respiratory events, and limb movements, respectively).

Conclusions: CAISR achieves experienced technician-level accuracy for polysomnogram scoring tasks but does not surpass the consensus-level agreement of a multiexpert gold standard or the crowd. These findings highlight the potential of automated scoring to match experienced technician-level performance while emphasizing the value of multirater consensus.

Citation: Tripathi A, Nasiri S, Ganglberger W, et al. Automated analysis of the American Academy of Sleep Medicine Inter-Scorer Reliability gold-standard polysomnogram dataset. J Clin Sleep Med. 2025;21(11):1821-1829.

研究目标:比较综合自动多导睡眠图(PSG)分析算法- caisr(完整人工智能睡眠报告)-与多专家金标准小组,众包评分者和经验丰富的睡眠分期和检测唤醒,呼吸事件和肢体运动的技术人员的性能。方法:采用57条PSG记录的基准数据集(评分者间可靠性数据集),按AASM指南评分200个30秒epoch。注释来自(1)AASM多专家金标准面板,(2)AASM Inter-Scorer Reliability (ISR)平台用户(“人群”,平均每个epoch 6,818名评分者),(3)三位经验丰富的技术人员和(4)CAISR。通过Cohen’s Kappa (κ)和同意百分比评估同意程度。结果:在任务中,CAISR达到了与经验丰富的技术人员相当的性能,但不符合多专家金标准与人群之间的共识水平。对于睡眠分期,CAISR与多专家金标准的一致性为82.1% (κ = 0.70),与经验丰富的技术人员相当,但低于人群(κ = 0.88)。唤醒检测的一致性为87.81% (κ = 0.45),呼吸事件检测的一致性为83.18% (κ = 0.34),肢体运动检测的一致性为94.89% (κ = 0.11),与经验丰富的技术人员的性能相当,但与落后人群的一致性(唤醒检测、呼吸事件检测和肢体运动检测的一致性分别为κ = 0.83、0.78和0.86)。结论:CAISR在PSG评分任务中达到了经验丰富的技术人员水平的准确性,但没有超过多专家金标准或人群的共识水平。这些发现强调了自动化评分与经验丰富的技术人员水平的表现相匹配的潜力,同时强调了多评分者共识的价值。
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引用次数: 0
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Journal of Clinical Sleep Medicine
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