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Psychological Resilience and Sleep Quality Among the Elderly: The Mediating Role of Social Support. 老年人心理弹性与睡眠质量:社会支持的中介作用
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-03 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S536878
Jiayao Li, Jingyu Zhang, Yingying Hou, Yi Cui, Qianqian Wang, Anping Ouyang, Min Cai, Yan Hua

Objective: This study aims to explore the mediating role of social support among the elderly in the relationship between psychological resilience and sleep quality.

Methods: From December 2024 to March 2025, researchers conducted a questionnaire survey among elderly individuals aged ≥65 years in Shaanxi Province and Shanghai Municipality. The Connor-Davidson Resilience Scale, Perceived Social Support Scale, and Pittsburgh Sleep Quality Index (PSQI) were used to assess the psychological resilience, social support, and sleep quality of the elderly. Structural equation modeling was employed to explore the relationships among the variables.

Results: This study included a total of 359 elderly participants, with an average sleep quality score of 12.69 (standard deviation = 4.15), indicating poor sleep quality. Psychological resilience was significantly associated with sleep quality in the elderly (r = -0.781, p < 0.001). In the model constructed in this study, social support was considered a partial mediating factor in the relationship between psychological resilience and sleep quality among the elderly, with the mediating effect accounting for 33.7% of the total effect (indirect effect β = -0.070, 95% CI = -0.108 to -0.025, p = 0.006).

Conclusion: In the elderly population, psychological resilience and sleep quality are significantly associated, with social support acting as a mediator in this relationship. The above findings provide scientific basis for the formulation of intervention strategies.

目的:探讨社会支持在老年人心理弹性与睡眠质量关系中的中介作用。方法:研究人员于2024年12月至2025年3月对陕西省和上海市65岁以上老年人进行问卷调查。采用Connor-Davidson弹性量表、感知社会支持量表和匹兹堡睡眠质量指数(PSQI)评估老年人的心理弹性、社会支持和睡眠质量。采用结构方程模型分析各变量之间的关系。结果:本研究共纳入359名老年人,平均睡眠质量得分为12.69分(标准差= 4.15),睡眠质量较差。心理弹性与老年人睡眠质量显著相关(r = -0.781, p < 0.001)。在本研究构建的模型中,社会支持被认为是老年人心理弹性与睡眠质量关系的部分中介因素,其中介效应占总效应的33.7%(间接效应β = -0.070, 95% CI = -0.108 ~ -0.025, p = 0.006)。结论:老年人心理弹性与睡眠质量显著相关,社会支持在其中起中介作用。上述研究结果为制定干预策略提供了科学依据。
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引用次数: 0
Development and Validation of a 7-Day Postoperative Sleep Disturbance Predictive Nomogram in Non-Cardiovascular Surgical Patients: A Prospective Cohort Study of 3851 Adults. 非心血管手术患者术后7天睡眠障碍预测图的建立和验证:一项3851名成人的前瞻性队列研究
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-01 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S536630
Jia-Li Mao, Shu-Hua Shu, Ling Hu, Xue-Feng Wang, Sheng Wang, Xiao-Qing Fan

Purpose: This prospective study developed and validated a nomogram to assess the likelihood of early postoperative sleep disturbance (PSD occurring within 7 days after surgery) following non-cardiovascular surgical procedures.

Participants and study protocol: The study enrolled 3851 patients receiving non-cardiac procedures recruited in the First Affiliated Hospital of USTC from April 2024 to December 2024. These 3851 patients were randomly allocated into training cohort (n=2682, 70%) and validation cohorts (n=1169, 30%). Variable selection was performed using least absolute shrinkage and selection operator (LASSO) regression, followed by logistic regression analyses (univariate and multivariate) to identify independent risk factors. Based on these identified factors, a prognostic nomogram was developed and underwent comprehensive validation, including receiver operating characteristic (ROC) curve assessment, calibration plotting, and decision curve analysis (DCA) to evaluate its discriminative performance and clinical applicability.

Results: About 37.7% of patients developed PSD within the first 7 postoperative days, with 12.1% persisting at 1 month after surgery. The analysis revealed ten independent PSD risk factors (all p < 0.05): female, higher ASA class (III), moderate-to-severe anemia, dissatisfaction with ward environment, anxiety, non-use of dexmedetomidine, older age, extended anesthesia time, lower sufentanil doses and higher postoperative NRS score. The nomogram incorporating these ten predictors demonstrated excellent discriminative performance, with AUC values of 0.826 (95% CI: 0.810-0.843) in the training cohort and 0.822 (95% CI: 0.797-0.847) in the validation cohort, complemented by optimal calibration.

Conclusion: The prediction model incorporating ten routinely available clinical variables demonstrated excellent predictive accuracy and good calibration, highlighting its clinical utility in identifying short-term high-risk PSD patients (within 7 days postoperatively). This tool facilitates timely interventions to reduce PSD incidence and improve recovery outcomes.

目的:本前瞻性研究开发并验证了非心血管手术术后早期睡眠障碍(术后7天内发生PSD)的nomogram评估方法。参与者和研究方案:研究纳入了2024年4月至2024年12月在中国科学技术大学第一附属医院接受非心脏手术的3851例患者。这3851例患者被随机分为训练队列(n=2682, 70%)和验证队列(n=1169, 30%)。使用最小绝对收缩和选择算子(LASSO)回归进行变量选择,然后进行逻辑回归分析(单变量和多变量)以确定独立风险因素。基于这些确定的因素,我们开发了一个预后nomogram,并进行了全面的验证,包括受试者工作特征(ROC)曲线评估、校准绘图和决策曲线分析(DCA),以评估其判别性能和临床适用性。结果:约37.7%的患者在术后7天内出现PSD,其中12.1%的患者在术后1个月持续出现PSD。分析发现10个PSD独立危险因素(均p < 0.05):女性、ASA等级较高(III级)、中重度贫血、对病房环境不满意、焦虑、未使用右美托咪定、年龄较大、麻醉时间延长、舒芬太尼剂量较低、术后NRS评分较高。包含这10个预测因子的nomogram表现出极好的判别性能,训练队列的AUC值为0.826 (95% CI: 0.810-0.843),验证队列的AUC值为0.822 (95% CI: 0.797-0.847)。结论:纳入10个常规临床变量的预测模型具有良好的预测准确性和校准性,突出了其在识别短期高危PSD患者(术后7天内)的临床应用价值。该工具有助于及时干预,降低PSD发病率,提高康复效果。
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引用次数: 0
Dexmedetomidine Alleviates Hippocampal Tissue Damage in Rapid Eye Movement Sleep-Deprived Rats by Activating BDNF/TrkB Signaling Pathway. 右美托咪定通过激活BDNF/TrkB信号通路减轻快速眼动睡眠剥夺大鼠海马组织损伤
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-01 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S539185
Biqiong Zheng, Yang Li, Changyi Liu

Introduction: Sleep deprivation often leads to marked neurobehavioral and cognitive deficits, yet few well-defined interventions exist to address these effects. Dexmedetomidine (DEX), a highly selective α2-adrenoceptor agonist, possesses sedative, hypnotic, analgesic, and sympathetic-blocking properties, closely mimic natural sleep state. In this study, we aim to investigate whether DEX protects hippocampal tissue against rapid eye movement sleep deprivation (RSD)-induced injury in rats and to explore the underlying molecular mechanisms.

Methods: In this study, a rapid eye movement sleep deprivation (RSD) rat model was created using a modified multi-platform method. The influence of dexmedetomidine (DEX) on hippocampal tissue morphology, the BDNF/TrkB signaling pathway, and cognitive function was then evaluated. Group comparisons were analyzed using one-way ANOVA followed by appropriate post hoc tests.

Results: In comparison with the control group, DEX significantly alleviated the impaired spatial learning and memory as reflected escape latency and increased the time spent in the garget quadrant. ANA-12 reversed these improvements, indicating DEX's cognitive benefits. HE staining showed that DEX protected neurons from RSD-induced injury by preserving structural integrity and TUNEL assay demonstrated reduced neuron apoptosis in the DEX group. Co-treatment with ANA-12 abolished these protective effects, resulting in neuronal damage and apoptosis levels similar to those observed in RSD rats. Moreover, compared with the level of TNA alpha in RSD rats, IL 6, IL 1beta and MDA levels were lower in the hippocampus of DEX group, while SOD activity was enhanced. Western blot analysis revealed that DEX increased hippocampal BDNF (0.586 ± 0.036 vs 0.315 ± 0.034, ~1.86‑fold, P < 0.01), TrkB (0.774 ± 0.039 vs 0.518 ± 0.033, ~1.49‑fold, P < 0.01) and pro-TrkB expression. However, co-administration of ANA‑12 abolished these effects, returning expression levels close to those in the RSD group, implying that DEX's neuroprotection is mediated via the BDNF/TrkB pathway.

Conclusion: These findings indicate that DEX exerts neuroprotective effects in RSD by activating the BDNF/TrkB pathway, offering valuable evidence for DEX-based therapeutic approaches to sleep deprivation-related brain injury.

睡眠剥夺通常会导致明显的神经行为和认知缺陷,但很少有明确的干预措施来解决这些影响。右美托咪定(Dexmedetomidine, DEX)是一种高选择性α - 2肾上腺素能受体激动剂,具有镇静、催眠、镇痛和交感神经阻滞的特性,可以近似模拟自然睡眠状态。在本研究中,我们旨在研究DEX是否能保护大鼠海马组织免受快速眼动睡眠剥夺(RSD)诱导的损伤,并探讨其潜在的分子机制。方法:采用改进的多平台方法建立快速眼动睡眠剥夺大鼠模型。然后评估右美托咪定(DEX)对海马组织形态学、BDNF/TrkB信号通路和认知功能的影响。组间比较采用单因素方差分析,随后进行适当的事后检验。结果:与对照组相比,右美托咪酮显著缓解了空间学习和记忆障碍,反映了逃避潜伏期,并增加了目标象限的停留时间。ANA-12逆转了这些改善,表明DEX的认知益处。HE染色显示DEX通过保持结构完整性来保护rsd诱导的神经元损伤,TUNEL实验显示DEX组神经元凋亡减少。与ANA-12共处理消除了这些保护作用,导致神经元损伤和凋亡水平与RSD大鼠相似。此外,与RSD大鼠的TNA α水平相比,DEX组海马IL 6、IL 1 β和MDA水平降低,SOD活性增强。Western blot分析结果显示,右美托咪唑增加海马BDNF(0.586 ± 0.036 vs 0.315 ± 0.034,~1.86倍,P )。结论:右美托咪唑通过激活BDNF/TrkB通路,在RSD中发挥神经保护作用,为右美托咪唑治疗睡眠剥夺相关脑损伤提供了有价值的证据。
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引用次数: 0
Molecular and Clinical Perspectives on the Regulation of Sleep and Uric Acid Metabolism. 睡眠与尿酸代谢调节的分子与临床研究。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-30 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S545905
Guodong Ha, Jiawei Wu, Jing Hu, Xun Wang, Yijie Xie, Zhengyu Zhao, Dingjun Cai

Uric acid, the end product of purine metabolism, is closely associated with metabolic disorders, including gout and metabolic syndrome. Emerging evidence highlights a bidirectional relationship between uric acid metabolism and sleep regulation. Elevated uric acid levels can adversely affect sleep quality via oxidative stress and neuroinflammatory pathways, while sleep deprivation may promote uric acid synthesis and impair its excretion. This reciprocal interaction may form a vicious cycle, potentially accelerating the onset and progression of various metabolic diseases. This review summarizes recent clinical and experimental findings, focusing on the molecular mechanisms underlying the bidirectional regulation between uric acid metabolism and sleep. The implications of this relationship in the pathophysiology of metabolic disorders are discussed. Understanding this interplay underscores the importance of targeting uric acid levels and sleep quality as integrated strategies for managing metabolic diseases. These insights provide a foundation for the development of novel therapeutic interventions designed to enhance clinical outcomes in metabolic syndrome.

尿酸是嘌呤代谢的最终产物,与代谢紊乱密切相关,包括痛风和代谢综合征。新出现的证据强调了尿酸代谢和睡眠调节之间的双向关系。尿酸水平升高会通过氧化应激和神经炎症途径对睡眠质量产生不利影响,而睡眠不足可能会促进尿酸合成并损害其排泄。这种相互作用可能形成恶性循环,潜在地加速各种代谢疾病的发生和发展。本文综述了近年来的临床和实验研究成果,重点探讨了尿酸代谢与睡眠双向调节的分子机制。讨论了这种关系在代谢紊乱的病理生理学中的意义。了解这种相互作用强调了将尿酸水平和睡眠质量作为管理代谢疾病的综合策略的重要性。这些见解为开发新的治疗干预措施提供了基础,旨在提高代谢综合征的临床结果。
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引用次数: 0
Triglyceride-Glucose Index in Chinese Patients with Obstructive Sleep Apnea in the Absence of Traditional Confounding Factors: A Propensity Score-Matched Cross-Sectional Study. 在没有传统混杂因素的情况下,中国阻塞性睡眠呼吸暂停患者的甘油三酯-葡萄糖指数:一项倾向评分匹配的横断面研究。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S522084
Jun Zhang, Baoyi Chen, Tengyu Chen, Renjie Lai, Zhongkang Ye, Zhenpeng Liao, Yingxiang Xu, Shan Zhu, Anni Yang, Haiyu Hong

Background: Obstructive sleep apnea (OSA) affects nearly one billion adults globally and significantly increases cardiovascular and metabolic risks, largely due to insulin resistance (IR). The triglyceride-glucose (TyG) index is a validated, cost-effective surrogate for IR. However, studies report conflicting associations between the TyG index and the presence or severity of OSA, possibly due to confounding factors such as age, gender, and obesity (BMI). This study aimed to clarify the independent TyG-OSA relationship by adjusting for confounders using propensity score matching (PSM).

Methods: This cross-sectional study included 394 patients with OSA (apnea-hypopnea index [AHI] ≥5 events/hour) and 285 controls (AHI <5 events/hour). PSM (1:1) balanced groups for age, gender, height, weight, and BMI. Differences in the TyG index between groups and across OSA severity (mild, moderate, severe) were analyzed pre- and post-PSM. Predictive performance was assessed using receiver operating characteristic (ROC) curves.

Results: Pre-PSM, the TyG index was significantly higher in patients with OSA than in controls (p < 0.001) and increased with severity (p < 0.001). Post-PSM (185 matched pairs), the TyG index remained significantly higher in moderate or severe OSA versus matched controls (p < 0.05) but not in mild OSA. ROC analysis demonstrated that PSM reduced the area under the curve (AUC) for predicting any OSA (from 0.709 to 0.628; p < 0.001) but substantially increased the AUC for predicting severe OSA (from 0.752 to 0.843; p < 0.001), improving sensitivity (0.754 to 0.796) and specificity (0.796 to 0.843).

Conclusion: This PSM analysis provides robust evidence of an independent association between the TyG index and OSA, particularly in moderate-to-severe cases. The TyG index demonstrates strong predictive value for severe OSA, supporting its utility for risk stratification and monitoring in clinical practice.

背景:阻塞性睡眠呼吸暂停(OSA)影响全球近10亿成年人,并显著增加心血管和代谢风险,主要是由于胰岛素抵抗(IR)。甘油三酯-葡萄糖(TyG)指数是一种有效的、具有成本效益的IR替代指标。然而,研究报告TyG指数与OSA的存在或严重程度之间存在相互矛盾的关联,可能是由于年龄、性别和肥胖(BMI)等混杂因素。本研究旨在通过使用倾向评分匹配(PSM)调整混杂因素来澄清独立的TyG-OSA关系。方法:本横断面研究纳入394例OSA患者(呼吸暂停低通气指数[AHI]≥5次/小时)和285例对照(AHI结果:psm前,OSA患者的TyG指数显著高于对照组(p < 0.001),且随严重程度的增加而升高(p < 0.001)。psm后(185对配对),中度或重度OSA患者的TyG指数仍显著高于配对对照组(p < 0.05),而轻度OSA患者则无此差异。ROC分析表明,PSM降低了预测任何OSA的曲线下面积(AUC)(从0.709到0.628,p < 0.001),但显著提高了预测严重OSA的AUC(从0.752到0.843,p < 0.001),提高了敏感性(0.754到0.796)和特异性(0.796到0.843)。结论:该PSM分析提供了强有力的证据,证明TyG指数与OSA之间存在独立关联,特别是在中重度病例中。TyG指数对严重OSA具有很强的预测价值,支持其在临床实践中进行风险分层和监测的应用。
{"title":"Triglyceride-Glucose Index in Chinese Patients with Obstructive Sleep Apnea in the Absence of Traditional Confounding Factors: A Propensity Score-Matched Cross-Sectional Study.","authors":"Jun Zhang, Baoyi Chen, Tengyu Chen, Renjie Lai, Zhongkang Ye, Zhenpeng Liao, Yingxiang Xu, Shan Zhu, Anni Yang, Haiyu Hong","doi":"10.2147/NSS.S522084","DOIUrl":"10.2147/NSS.S522084","url":null,"abstract":"<p><strong>Background: </strong>Obstructive sleep apnea (OSA) affects nearly one billion adults globally and significantly increases cardiovascular and metabolic risks, largely due to insulin resistance (IR). The triglyceride-glucose (TyG) index is a validated, cost-effective surrogate for IR. However, studies report conflicting associations between the TyG index and the presence or severity of OSA, possibly due to confounding factors such as age, gender, and obesity (BMI). This study aimed to clarify the independent TyG-OSA relationship by adjusting for confounders using propensity score matching (PSM).</p><p><strong>Methods: </strong>This cross-sectional study included 394 patients with OSA (apnea-hypopnea index [AHI] ≥5 events/hour) and 285 controls (AHI <5 events/hour). PSM (1:1) balanced groups for age, gender, height, weight, and BMI. Differences in the TyG index between groups and across OSA severity (mild, moderate, severe) were analyzed pre- and post-PSM. Predictive performance was assessed using receiver operating characteristic (ROC) curves.</p><p><strong>Results: </strong>Pre-PSM, the TyG index was significantly higher in patients with OSA than in controls (p < 0.001) and increased with severity (p < 0.001). Post-PSM (185 matched pairs), the TyG index remained significantly higher in moderate or severe OSA versus matched controls (p < 0.05) but not in mild OSA. ROC analysis demonstrated that PSM reduced the area under the curve (AUC) for predicting any OSA (from 0.709 to 0.628; p < 0.001) but substantially increased the AUC for predicting severe OSA (from 0.752 to 0.843; p < 0.001), improving sensitivity (0.754 to 0.796) and specificity (0.796 to 0.843).</p><p><strong>Conclusion: </strong>This PSM analysis provides robust evidence of an independent association between the TyG index and OSA, particularly in moderate-to-severe cases. The TyG index demonstrates strong predictive value for severe OSA, supporting its utility for risk stratification and monitoring in clinical practice.</p>","PeriodicalId":18896,"journal":{"name":"Nature and Science of Sleep","volume":"17 ","pages":"2411-2421"},"PeriodicalIF":3.4,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12493106/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145233009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Methodological Considerations Regarding the Article "Association Between Non-Benzodiazepine Hypnotics and Tinnitus: A Nationwide Cohort Study in Taiwan" [Letter]. 关于“非苯二氮卓类催眠药物与耳鸣的关系:台湾一项全国性队列研究”一文的方法学思考。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S569808
Zhi Wang, Leping Shao
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引用次数: 0
Chin Tuck Exercise and Obstructive Sleep Apnea: A Case Report. 屈下巴运动与阻塞性睡眠呼吸暂停1例报告。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S552879
Suliman Alsaeed

This case report describes a patient with neck pain who was recommended by his gym coach to perform chin tuck exercises to manage his pain. After a period of 3 weeks of daily chin tuck exercise, each session consisting of 10 repetitions of a 20-second hold, performed three times per day, the patient started to experience symptoms of snoring, witnessed gasping, morning headache, and excessive daytime sleepiness. Polysomnography performed by a sleep physician confirmed the diagnosis of mild obstructive sleep apnea with an apnea-hypopnea index of 10 times/h and a significant desaturation of oxygen of 86% (BMI: 24 kg/m²). The patient was recommended to discontinue the exercise. His obstructive sleep apnea symptoms disappeared in 2 weeks, and follow-up polysomnography was conducted, which confirmed the complete resolution of obstructive sleep apnea with improved sleep parameters. To our knowledge, this is the first case report linking chin tuck exercise to the onset of obstructive sleep apnea, emphasizing the need for clinicians, physiotherapists, and fitness coaches to be aware of this potential risk.

这个病例报告描述了一个颈部疼痛的病人,他的健身教练建议他做下巴收腹练习来控制他的疼痛。每天进行3周的拉下巴练习,每次练习10次,每次20秒,每天进行3次,患者开始出现打鼾、喘气、早晨头痛和白天嗜睡的症状。由睡眠医生进行的多导睡眠描记图证实诊断为轻度阻塞性睡眠呼吸暂停,呼吸暂停低通气指数为10次/小时,氧饱和度明显为86% (BMI: 24 kg/m²)。建议病人停止运动。2周后阻塞性睡眠呼吸暂停症状消失,随访多导睡眠图,证实阻塞性睡眠呼吸暂停完全消退,睡眠参数改善。据我们所知,这是第一个将下巴收腹运动与阻塞性睡眠呼吸暂停症的发病联系起来的病例报告,强调了临床医生、物理治疗师和健身教练意识到这种潜在风险的必要性。
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引用次数: 0
A Prospective Observational Study Investigating the Relationship Between Vitamin D Deficiency and STOP-Bang Parameters in Elderly Populations. 一项调查老年人维生素D缺乏与STOP-Bang参数关系的前瞻性观察研究。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S509108
Yi-An Chen, Wen-Jui Chang, Ting-Wei Liao, Wei-Syun Hung, Pi-Hung Tung, Shih-Wei Lin, Han-Chung Hu, Ning-Hung Chen, Ji-Tseng Fang, Li-Pang Chuang

Purpose: Could a simple sleep questionnaire reveal more than just obstructive sleep apnea (OSA) risk? Our study suggests it might. OSA is the most prevalent yet frequently underdiagnosed sleep disorder. Vitamin D deficiency shares multiple risk factors with OSA, such as obesity, older age, and hypertension. The STOP-Bang questionnaire, a simple, self-report screening tool originally designed to identify individuals at risk for OSA, may also highlight those susceptible to vitamin D deficiency. Therefore, this study aimed to investigate the associations between STOP-Bang parameters and vitamin D deficiency risk among elderly individuals.

Materials and methods: This prospective observational study included 451 elderly individuals from the Healthy Aging Project at Chang Gung Memorial Hospital. Participants completed the STOP-Bang questionnaire for OSA screening and underwent clinical evaluation and blood testing for serum 25(OH)D levels.

Results: There was a statistically significant inverse correlation between vitamin D levels and body mass index (BMI). Additionally, participants with larger neck circumferences and female sex were significantly more likely to have vitamin D deficiency. In addition, people with more daytime tiredness had significantly lower serum 25(OH)D levels than did those in the other group.

Conclusion: We suggest screening for vitamin D deficiency among OSA patients with several risk factors identified with the STOP-Bang parameters, such as a larger neck circumference, higher BMI levels, and increased daytime sleepiness, to enable timely interventions addressing vitamin D deficiency and its associated consequences. Further research should investigate the causal relationship between vitamin D deficiency and OSA risk in elderly populations.

目的:一份简单的睡眠问卷能揭示阻塞性睡眠呼吸暂停(OSA)风险之外的更多信息吗?我们的研究表明这是可能的。阻塞性睡眠呼吸暂停是最普遍的睡眠障碍,但经常被误诊。维生素D缺乏与阻塞性睡眠呼吸暂停有多种共同的危险因素,如肥胖、老年和高血压。STOP-Bang问卷是一种简单的自我报告筛选工具,最初设计用于识别有OSA风险的个体,也可能突出那些易患维生素D缺乏症的人。因此,本研究旨在探讨STOP-Bang参数与老年人维生素D缺乏风险之间的关系。材料和方法:本前瞻性观察研究纳入长庚纪念医院健康老龄化项目451名老年人。参与者完成STOP-Bang问卷以筛查OSA,并进行临床评估和血清25(OH)D水平的血液检测。结果:维生素D水平与身体质量指数(BMI)呈显著负相关。此外,颈围较大的参与者和女性更容易缺乏维生素D。此外,白天更疲劳的人的血清25(OH)D水平明显低于另一组。结论:我们建议在具有STOP-Bang参数确定的几个危险因素的OSA患者中筛查维生素D缺乏症,例如颈围较大,BMI水平较高,白天嗜睡增加,以便及时干预维生素D缺乏症及其相关后果。进一步的研究应该调查老年人维生素D缺乏与阻塞性睡眠呼吸暂停风险之间的因果关系。
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引用次数: 0
SHAP Analysis of Machine Learning-Based Carotid Atherosclerosis Prediction of Older Adults with OSA, a Multicenter Study. 基于机器学习的老年OSA患者颈动脉粥样硬化预测的SHAP分析,一项多中心研究
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S505241
Wei-Meng Cai, Dong Rui, Li-Bo Zhao, Ying-Hui Gao, Zhe Zhao, Xin Xue, Tian-Jiao Li, Ting-Yu Nie, Yao Ma, Lin Liu

Background: Carotid atherosclerosis (CAS) is a critical cardiovascular complication in elderly patients with obstructive sleep apnea (OSA). Current risk assessment tools inadequately capture OSA-specific pathophysiological mechanisms for CAS prediction in this high-risk population.

Methods: This multicenter retrospective study included 1196 elderly patients (≥60 years) with polysomnography-confirmed OSA from six tertiary hospitals in China. CAS was diagnosed by carotid ultrasound. LASSO (Least Absolute Shrinkage and Selection Operator) regression identified optimal predictive features from 18 candidate variables. Four machine learning algorithms were developed and validated using 5-fold cross-validation. Model interpretability was achieved through SHapley Additive exPlanations (SHAP) analysis.

Results: Among participants, 273 (22.8%) had CAS. LASSO regression selected eight optimal features. XGBoost achieved the best performance with test AUC of 0.854, accuracy of 79.8%, sensitivity of 81.2%, and specificity of 78.5%. SHAP analysis revealed systolic blood pressure (importance: 0.3148) and percentage of sleep time with oxygen saturation <90% (T90, importance: 0.2660) as the most influential predictors, surpassing traditional apnea-hypopnea index. Other significant predictors included alcohol consumption, mean oxygen saturation, body mass index, age, platelet count, and smoking status.

Conclusion: This study developed the first machine learning-based CAS prediction model for elderly OSA patients, achieving clinically relevant performance (AUC=0.854). The prominence of T90 over conventional apnea-hypopnea index suggests nocturnal hypoxemic burden is more important than respiratory event frequency for cardiovascular risk stratification in this population.

背景:颈动脉粥样硬化(CAS)是老年阻塞性睡眠呼吸暂停(OSA)患者的重要心血管并发症。目前的风险评估工具不能充分捕捉osa特异性的病理生理机制,以预测这一高危人群的CAS。方法:本多中心回顾性研究纳入中国6家三级医院1196例经多导睡眠图确诊的阻塞性睡眠呼吸暂停(OSA)老年患者(≥60岁)。颈动脉超声诊断为CAS。LASSO(最小绝对收缩和选择算子)回归从18个候选变量中确定了最佳预测特征。开发了四种机器学习算法,并使用五倍交叉验证进行了验证。通过SHapley加性解释(SHAP)分析实现模型可解释性。结果:参与者中有273例(22.8%)患有CAS。LASSO回归选择了8个最优特征。XGBoost的测试AUC为0.854,准确度为79.8%,灵敏度为81.2%,特异性为78.5%。结论:本研究建立了首个基于机器学习的老年OSA患者CAS预测模型,实现了临床相关性能(AUC=0.854)。T90高于传统的呼吸暂停-低通气指数表明,在这一人群中,夜间低氧血症负担比呼吸事件频率对心血管风险分层更重要。
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引用次数: 0
The Effects of a CBT-I Based App-Program on Sleep Quality, Insomnia Severity, Psychological Strain and Quality of Life: A Pilot Study. 基于CBT-I的应用程序对睡眠质量、失眠严重程度、心理压力和生活质量的影响:一项试点研究
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-29 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S501633
Alexandra Hinterberger, Esther-Sevil Eigl, Pavlos I Topalidis, Manuel Schabus

Purpose: Given rising numbers in sleep disorders like insomnia and insufficient availability of treatment options, the need for well-validated digital interventions rises. This pilot study aims at assessing the feasibility of an app-program which combines sleep-training based on core elements of Cognitive Behavioural Therapy for Insomnia (CBT-I) with reliable sleep-monitoring based on heart rate variability via an ECG-sensor.

Patients and methods: About 48 participants (26 females) aged 30-73 (M = 50.33 ± 11.88) were included in the study. At the beginning of the baseline (T0), at start (T1) and end (T2) of the 6-week training phase as well as 4 weeks after the end of the program (T3; follow-up) several questionnaires assessing sleep quality, insomnia severity, general psychological symptom severity, depression, anxiety as well as quality of life were completed. Furthermore, ambulatory polysomnography (PSG) was conducted three times at T0, T1 and T2. General feasibility was assessed by conducting interviews.

Results: Overall, the app-program as well as the study protocol was deemed as feasible according to the participants, besides some difficulties regarding app-instructions and certain technical issues, as well as some expected complaints about worse sleep quality during PSG-recordings. For statistical results, insomnia severity (p < 0.001, r = 0.67), sleep quality (p < 0.001, r = 0.56), general psychological symptom severity (p < 0.001, r = 0.68), depression (p = 0.002, r = 0.50) and anxiety (p < 0.001, r = 0.60) improved significantly during the training phase, while quality of life [physical (p = 0.014, r = 0.41) and psychological health (p = 0.049, r = 0.35)] improved significantly during the follow-up-period. PSG data revealed a significant decrease in Wake After Sleep Onset over the course of the study (p = 0.025, r = 0.36), yet no significant changes were found for other sleep parameters.

Conclusion: The app-program was largely feasible and potentially effective in improving sleep and well-being. PSG-derived WASO changes highlight the value of objective sleep measures. Future studies should refine protocols and include control conditions for greater generalizability.

目的:鉴于失眠等睡眠障碍的人数不断上升,以及治疗方案的可用性不足,对经过充分验证的数字干预措施的需求上升。本试点研究旨在评估一个应用程序的可行性,该应用程序将基于失眠认知行为疗法(CBT-I)核心要素的睡眠训练与基于心率变异性的可靠睡眠监测结合起来,通过心电图传感器。患者与方法:共纳入48例(女性26例),年龄30 ~ 73岁(M = 50.33±11.88)。在基线开始(T0)、6周训练阶段开始(T1)和结束(T2)以及项目结束后4周(T3;随访)完成多项评估睡眠质量、失眠严重程度、一般心理症状严重程度、抑郁、焦虑和生活质量的问卷调查。在T0、T1、T2分别进行3次动态多导睡眠图(PSG)检查。通过访谈对总体可行性进行了评估。结果:总体而言,参与者认为应用程序和研究方案是可行的,除了在应用程序说明和某些技术问题上存在一些困难,以及在psg记录期间可能出现的睡眠质量较差的投诉。统计结果显示,训练阶段失眠严重程度(p < 0.001, r = 0.67)、睡眠质量(p < 0.001, r = 0.56)、一般心理症状严重程度(p < 0.001, r = 0.68)、抑郁(p = 0.002, r = 0.50)、焦虑(p < 0.001, r = 0.60)显著改善,随访期间生活质量[生理(p = 0.014, r = 0.41)和心理健康(p = 0.049, r = 0.35)]显著改善。PSG数据显示,在整个研究过程中,睡眠后醒觉率显著下降(p = 0.025, r = 0.36),但其他睡眠参数未发现显著变化。结论:该应用程序在很大程度上是可行的,并且在改善睡眠和健康方面可能有效。psg衍生的WASO变化突出了客观睡眠测量的价值。未来的研究应完善方案,并包括控制条件,以获得更大的普遍性。
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Nature and Science of Sleep
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