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Seasonal Variations in Sleep Quality and Stability Among Patients with Chronic Insomnia: Real-World Evidence Across the 24 Solar Terms. 慢性失眠患者睡眠质量和稳定性的季节变化:24节气的真实世界证据。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-21 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S552377
Lin-Lin Hu, Jia-Xin Wang, Ming-Fen Song, Li-Li Yang, Han-Xin Fu, Xin Zhang, Hong-Jing Mao

Background: The 24 Solar Terms of the traditional Chinese lunisolar calendar reflect seasonal and climatic changes that may influence sleep. Few large-scale studies have examined sleep quality and stability across these seasonal markers in chronic insomnia.

Methods: This retrospective observational study analyzed anonymized data from 25,428 chronic insomnia patients using the "Good Sleep 365" platform at Zhejiang University's Affiliated Mental Health Center (2018-2023). Sleep quality and stability were assessed via the Pittsburgh Sleep Quality Index (PSQI), incorporating the total score to reflect overall sleep quality, along with score reduction and reduction rate to capture changes and stability over time. Seasonal autoregressive integrated moving average (SARIMA) models were applied to time-series data; 2023 data validated the models, and 2024 predictions were generated.

Results: Sleep quality was poorer during Grain Rain (Guyu) and Cold Dew (Hanlu), with mean PSQI scores of 9.53 and 9.48, respectively, whereas it was better during Major Snow (Daxue) and Minor Snow (Xiaoxue), with mean PSQI scores of 8.91 and 8.96, respectively. Women were more sensitive to seasonal variations than men (P<0.05), while patients aged 45-59 showed greater fluctuations (P<0.05). No significant associations were found between sleep and key solar terms such as Beginning of Spring (Lichun), Beginning of Summer (Lixia), Beginning of Autumn (Liqiu), and Beginning of Winter (Lidong), etc. SARIMA(1,0,1)(0,1,1)[24] best modeled sleep quality and fluctuations, and SARIMA(1,0,1)(1,0,1)[24] for improvements; both models demonstrated good fit and predictions are mostly contained within the confidence intervals.

Conclusion: Sleep quality and stability vary across the 24 Solar Terms, with notable gender and age differences. SARIMA models are able to reflect these patterns to a certain extent, with the majority of predictions lying within the confidence intervals, which may contribute to personalized insomnia management. Cultural context of the 24 Solar Terms adds interpretive value. Limitations of this study include reliance on self-reported PSQI scores, lack of direct meteorological data, and other factors.

背景:中国传统阴阳历的二十四节气反映了可能影响睡眠的季节和气候变化。很少有大规模的研究调查了慢性失眠患者的睡眠质量和稳定性。方法:本回顾性观察性研究分析了2018-2023年浙江大学附属心理健康中心“好睡眠365”平台25428例慢性失眠症患者的匿名数据。通过匹兹堡睡眠质量指数(PSQI)评估睡眠质量和稳定性,结合总分来反映整体睡眠质量,以及分数减少和减少率来捕捉随时间的变化和稳定性。季节自回归综合移动平均(SARIMA)模型应用于时间序列数据;2023年的数据验证了这些模型,并生成了2024年的预测。结果:谷雨(谷雨)和寒露(寒露)期间睡眠质量较差,PSQI平均评分分别为9.53和9.48;大雪(大学)和小雪(小雪)期间睡眠质量较好,PSQI平均评分分别为8.91和8.96。结论:24节气中睡眠质量和稳定性存在差异,且性别和年龄差异显著。SARIMA模型能够在一定程度上反映这些模式,大多数预测都在置信区间内,这可能有助于个性化失眠管理。二十四节气的文化背景增加了阐释价值。本研究的局限性包括依赖于自我报告的PSQI分数,缺乏直接的气象数据和其他因素。
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引用次数: 0
Association of Novel Hematologic Inflammatory Biomarkers with Cardiovascular Disease in Patients with Obstructive Sleep Apnea. 阻塞性睡眠呼吸暂停患者新型血液学炎症生物标志物与心血管疾病的关联
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-17 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S554387
Yanru Ou, Xiufang Wang, Dandan Zong, Ruoyun Ouyang

Background: Heightened inflammatory state is considered a key factor linking obstructive sleep apnea (OSA) with cardiovascular disease (CVD).

Objective: This study aimed to assess the level of novel hematologic inflammatory biomarkers including neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), ratio of neutrophil count to HDL level (NHR), ratio of monocyte count to HDL level (MHR), monocyte count multiplied by neutrophil-to-lymphocyte ratio (SIRI) in OSA patients, and explored the relationships between these inflammatory biomarkers and cardiovascular risk.

Methods: This study enrolled 974 patients with OSA and all data were collected after admission. Spearman correlation was used to explore the correlations between sleep parameters and inflammatory indices. Logistic regression and receiver operating characteristic (ROC) analysis were employed to assess the association between the novel hematologic inflammatory indices and CVD in OSA patients.

Results: Correlation analysis showed that most inflammatory indices were closely related to nocturnal hypoxia in OSA patients. Multivariate logistic regression suggested that NLR (OR=1.085, 95% CI: 1.017-1.158), MLR (OR=3.708, 95% CI: 1.322-10.404), NHR (OR=1.074, 95% CI: 1.020-1.131), MHR (OR=2.116, 95% CI: 1.205-3.715), and SIRI (OR=1.148, 95% CI: 1.035-1.272) were positively correlated with CVD in OSA patients after adjusting all confounding factors. Moreover, the area under the curve (AUC) of NLR, MLR, NHR, MHR, and SIRI for discriminating OSA patients with CVD was 0.734, 0.735, 0.736, 0.734, and 0.735, respectively, after adjusting for all confounders.

Conclusion: Inflammatory indices including NLR, MLR, NHR, MHR, and SIRI were promising biomarkers for CVD in OSA patients, which might aid in the early identification of CVD risk in clinical. These easily obtainable markers may facilitate CVD risk stratification in OSA patients.

背景:炎症状态升高被认为是将阻塞性睡眠呼吸暂停(OSA)与心血管疾病(CVD)联系起来的关键因素。目的:本研究旨在评估OSA患者中性粒细胞与淋巴细胞比值(NLR)、单核细胞与淋巴细胞比值(MLR)、中性粒细胞计数与HDL水平比值(NHR)、单核细胞计数与HDL水平比值(MHR)、单核细胞计数与中性粒细胞与淋巴细胞比值(SIRI)等新型血液学炎症生物标志物的水平,并探讨这些炎症生物标志物与心血管风险的关系。方法:本研究纳入974例OSA患者,入院后收集所有资料。采用Spearman相关性探讨睡眠参数与炎症指标之间的相关性。采用Logistic回归和受试者工作特征(ROC)分析评估OSA患者新型血液学炎症指标与CVD的相关性。结果:相关分析显示,大多数炎症指标与OSA患者夜间缺氧密切相关。多因素logistic回归分析显示,调整所有混杂因素后,NLR (OR=1.085, 95% CI: 1.017-1.158)、MLR (OR=3.708, 95% CI: 1.322-10.404)、NHR (OR=1.074, 95% CI: 1.020-1.131)、MHR (OR=2.116, 95% CI: 1.205-3.715)、SIRI (OR=1.148, 95% CI: 1.035-1.272)与OSA患者CVD呈正相关。此外,在校正所有混杂因素后,NLR、MLR、NHR、MHR和SIRI区分OSA患者与CVD的曲线下面积(AUC)分别为0.734、0.735、0.736、0.734和0.735。结论:NLR、MLR、NHR、MHR、SIRI等炎症指标是OSA患者CVD的重要生物标志物,有助于临床早期识别CVD风险。这些容易获得的标志物可能有助于OSA患者的CVD风险分层。
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引用次数: 0
Effect of Preoperative Sleep Disorders on Postoperative Enteral Nutrition Intolerance in Patients with Digestive Tract Tumors: A Prospective Cohort Study. 术前睡眠障碍对消化道肿瘤患者术后肠内营养不耐受的影响:一项前瞻性队列研究
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-17 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S539712
Moxi Chen, Wentao Zhong, Tian Yu, Can Cao, Hongyun Huang, Jianchun Yu

Purpose: To investigate the effect of preoperative sleep disorders (SD) on postoperative enteral nutrition intolerance (ENI) and intestinal barrier, and explore its potential mechanism.

Patients and methods: This study was a prospective cohort study that included 67 patients (26 in SD group and 41 in non-SD group) undergoing digestive tract tumor surgery. Preoperative sleep status was assessed using the Pittsburgh Sleep Quality Index. Postoperative ENI was evaluated using the Enteral Nutrition Tolerance Scale. Perioperative serum cortisol, intestinal barrier markers (D-lactate, diamine oxidase and human lipopolysaccharide binding protein), ferroptosis markers (ferrous ions, reduced glutathione and lipid peroxide malondialdehyde) and intestinal flora characteristics were measured.

Results: The incidence of ENI in SD group was 53.8%, which was significantly higher than that in non-SD group (26.8%, P=0.038). Perioperative levels of serum intestinal barrier markers in SD group were higher than those in non-SD group (P<0.05). The preoperative cortisol level was positively correlated with the increase in the intestinal barrier marker human lipopolysaccharide binding protein (r=0.3621, P=0.0170) and ferroptosis marker malondialdehyde (r=0.3660, P=0.0171). In SD group, the relative abundance of opportunistic pathogens (Enterobacteriaceae, Burkholderiaceae, etc) increased, while the relative abundance of probiotics (Bifidobacteriaceae) decreased.

Conclusion: Preoperative sleep disturbances were significantly associated with the occurrence of postoperative enteral nutrition intolerance in patients with gastrointestinal tumors. The intestinal barrier damage of these patients may be related to hypothalamic-pituitary-adrenal axis activation, oxidative stress induction and intestinal flora imbalance.

目的:探讨术前睡眠障碍(SD)对术后肠内营养不耐受(ENI)和肠道屏障的影响,并探讨其潜在机制。患者和方法:本研究为前瞻性队列研究,纳入67例消化道肿瘤手术患者(SD组26例,非SD组41例)。术前睡眠状态评估采用匹兹堡睡眠质量指数。术后ENI采用肠内营养耐受量表进行评估。测定围手术期血清皮质醇、肠屏障标志物(d -乳酸、二胺氧化酶和人脂多糖结合蛋白)、铁中毒标志物(亚铁离子、还原性谷胱甘肽和脂质过氧化丙二醛)和肠道菌群特征。结果:SD组ENI发生率为53.8%,显著高于非SD组(26.8%,P=0.038)。SD组围手术期血清肠屏障标志物水平高于非SD组(p)。结论:术前睡眠障碍与胃肠道肿瘤患者术后肠内营养不耐受的发生显著相关。这些患者的肠道屏障损伤可能与下丘脑-垂体-肾上腺轴激活、氧化应激诱导和肠道菌群失衡有关。
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引用次数: 0
The Mechanisms of Magnesium in Sleep Disorders. 镁在睡眠障碍中的作用机制。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-15 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S552646
Caijun He, Biao Wang, Xuanyu Chen, Jiacheng Xu, Yaxin Yang, Mei Yuan

Sleep is a highly elaborate biological occurrence, necessitating the combined action and participation of diverse brain regions. The sleep-wake cycle is regulated by a multitude of factors, including various hormones produced by the hypothalamus and external stimuli. Sleep disorders can accelerate the progression of numerous diseases or directly trigger the onset of many health conditions. However, the specific regulatory mechanisms remain elusive. In recent years, the role of magnesium in sleep disorders has garnered considerable attention. Magnesium not only reduces the excitability of the nervous system and alters muscle relaxation but also regulates cellular biological clocks, energy balance, and circadian rhythms, playing a crucial role in sleep regulation. Magnesium deficiency not only shortens the effective sleep duration but also impairs sleep quality, leading to various specific sleep disorders. Additionally, magnesium supplements can improve sleep parameters in a variety of sleep-related diseases, especially those associated with the occurrence and development of sleep disorders. Therefore, a more in-depth understanding of the impact of magnesium on sleep disorders may reveal new therapeutic targets for sleep-related diseases. In this review, we comprehensively summarize the latest key findings on the mechanism of action of magnesium in sleep health and its role in initiating or exacerbating common sleep disorders, providing new insights into the diagnosis and treatment of sleep disorder-related diseases.

睡眠是一种高度复杂的生物现象,需要大脑不同区域的共同作用和参与。睡眠-觉醒周期受到多种因素的调节,包括下丘脑产生的各种激素和外部刺激。睡眠障碍可以加速许多疾病的发展或直接引发许多健康问题的发作。然而,具体的调控机制仍然难以捉摸。近年来,镁在睡眠障碍中的作用引起了相当大的关注。镁不仅能降低神经系统的兴奋性,改变肌肉松弛,还能调节细胞生物钟、能量平衡和昼夜节律,在睡眠调节中起着至关重要的作用。缺镁不仅会缩短有效睡眠时间,还会影响睡眠质量,导致各种特定的睡眠障碍。此外,镁补充剂可以改善各种睡眠相关疾病的睡眠参数,特别是那些与睡眠障碍的发生和发展有关的疾病。因此,更深入地了解镁对睡眠障碍的影响可能会揭示睡眠相关疾病的新治疗靶点。本文综述了镁在睡眠健康中的作用机制及其在常见睡眠障碍发病或加重中的作用的最新关键发现,为睡眠障碍相关疾病的诊断和治疗提供新的见解。
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引用次数: 0
Proteome Profiling Identifies CDH2 as a Potential Screening Marker for NAFLD and Liver Fibrosis in the Snoring Population. 蛋白质组分析确定CDH2作为打鼾人群NAFLD和肝纤维化的潜在筛查标志物。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-14 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S532717
Shiyuan Huang, Xiaoyu Deng, Jia Chen, Jiefeng Huang, Hansheng Xie, Biying Wang, Ningfang Lian

Purpose: Snoring individuals, particularly those with obstructive sleep apnea (OSA), exhibit a higher prevalence of nonalcoholic fatty liver disease (NAFLD) and liver fibrosis. The objectives of this study were to explore potential screening biomarkers for NAFLD and liver fibrosis in the snoring population.

Methods: The research was carried out as a cross-sectional study at the Sleep Center of the First Affiliated Hospital of Fujian Medical University. All patients underwent FibroScan and overnight polysomnography (PSG). The 96-metabolism related proteins were detected using liquid chromatography-high resolution mass spectrometry (Oink Proteomics).

Results: A total of 59 NAFLD were found among the 87 snoring patients. A total of 12 proteins with differential expression levels were identified between non-NAFLD group and NAFLD group via Oink Proteomics. The correlation analysis revealed a close correlation between Cadherin 2 (CDH2) and NAFLD, liver fibrosis (with correlation coefficients of 0.394 and 0.383, respectively, both P < 0.05). The risk of NAFLD and liver fibrosis was much higher in snorers with higher levels of CHD2 compared with snorers with lower levels of CHD2 (both P < 0.05). A combination of CHD2, age, BMI, glucose, AHI and waistline presented the acceptable AUC for the detection of NAFLD and liver fibrosis in snoring patients (0.92, 95% CI: 0.86-0.98 and 0.81, 95% CI: 0.72-0.91, respectively, both p < 0.001).

Conclusion: In snoring patients, higher level of CDH2 was identified as a risk factor for NAFLD and liver fibrosis; a combination of CDH2, age, BMI, glucose, AHI and waistline could act as a convenient and effective indicator for screening NAFLD and liver fibrosis. Future research should expand the sample size and conduct multicenter validation to further explore the value of CDH2.

目的:打鼾的个体,特别是那些患有阻塞性睡眠呼吸暂停(OSA)的个体,表现出更高的非酒精性脂肪性肝病(NAFLD)和肝纤维化的患病率。本研究的目的是探索打鼾人群中NAFLD和肝纤维化的潜在筛选生物标志物。方法:采用横断面研究方法,在福建医科大学第一附属医院睡眠中心进行。所有患者均行纤维扫描和夜间多导睡眠图(PSG)检查。采用液相色谱-高分辨率质谱法(Oink Proteomics)检测96种代谢相关蛋白。结果:87例鼾症患者共发现NAFLD 59例。通过Oink蛋白组学,共鉴定出非NAFLD组与NAFLD组之间存在差异表达水平的12个蛋白。相关性分析显示,Cadherin 2 (CDH2)与NAFLD、肝纤维化密切相关(相关系数分别为0.394、0.383,P均< 0.05)。CHD2水平较高的打鼾者NAFLD和肝纤维化的风险明显高于CHD2水平较低的打鼾者(P < 0.05)。CHD2、年龄、BMI、血糖、AHI和腰围是检测打鼾患者NAFLD和肝纤维化的可接受AUC(分别为0.92,95% CI: 0.86-0.98和0.81,95% CI: 0.72-0.91, p均< 0.001)。结论:打鼾患者CDH2水平升高是NAFLD和肝纤维化的危险因素;CDH2、年龄、BMI、血糖、AHI和腰围的联合检测可作为筛查NAFLD和肝纤维化的方便有效的指标。未来的研究应扩大样本量,进行多中心验证,进一步挖掘CDH2的价值。
{"title":"Proteome Profiling Identifies CDH2 as a Potential Screening Marker for NAFLD and Liver Fibrosis in the Snoring Population.","authors":"Shiyuan Huang, Xiaoyu Deng, Jia Chen, Jiefeng Huang, Hansheng Xie, Biying Wang, Ningfang Lian","doi":"10.2147/NSS.S532717","DOIUrl":"10.2147/NSS.S532717","url":null,"abstract":"<p><strong>Purpose: </strong>Snoring individuals, particularly those with obstructive sleep apnea (OSA), exhibit a higher prevalence of nonalcoholic fatty liver disease (NAFLD) and liver fibrosis. The objectives of this study were to explore potential screening biomarkers for NAFLD and liver fibrosis in the snoring population.</p><p><strong>Methods: </strong>The research was carried out as a cross-sectional study at the Sleep Center of the First Affiliated Hospital of Fujian Medical University. All patients underwent FibroScan and overnight polysomnography (PSG). The 96-metabolism related proteins were detected using liquid chromatography-high resolution mass spectrometry (Oink Proteomics).</p><p><strong>Results: </strong>A total of 59 NAFLD were found among the 87 snoring patients. A total of 12 proteins with differential expression levels were identified between non-NAFLD group and NAFLD group via Oink Proteomics. The correlation analysis revealed a close correlation between Cadherin 2 (CDH2) and NAFLD, liver fibrosis (with correlation coefficients of 0.394 and 0.383, respectively, both P < 0.05). The risk of NAFLD and liver fibrosis was much higher in snorers with higher levels of CHD2 compared with snorers with lower levels of CHD2 (both P < 0.05). A combination of CHD2, age, BMI, glucose, AHI and waistline presented the acceptable AUC for the detection of NAFLD and liver fibrosis in snoring patients (0.92, 95% CI: 0.86-0.98 and 0.81, 95% CI: 0.72-0.91, respectively, both p < 0.001).</p><p><strong>Conclusion: </strong>In snoring patients, higher level of CDH2 was identified as a risk factor for NAFLD and liver fibrosis; a combination of CDH2, age, BMI, glucose, AHI and waistline could act as a convenient and effective indicator for screening NAFLD and liver fibrosis. Future research should expand the sample size and conduct multicenter validation to further explore the value of CDH2.</p>","PeriodicalId":18896,"journal":{"name":"Nature and Science of Sleep","volume":"17 ","pages":"2669-2680"},"PeriodicalIF":3.4,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12535243/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145329534","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
Beyond the Pillow: Linking Subjective and Objective Sleep Measures to Gut Microbiome Composition in Community-Dwelling Older Adults. 在枕头之外:将社区居住的老年人的主观和客观睡眠测量与肠道微生物组成联系起来。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-14 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S531730
Chia-Hsiung Cheng, Chun-Che Hung, Ching-Yi Wu, Ciao-Ming Lin, Ji-Tseng Fang

Background: Sleep-related complaints are common among older adults, and recent research indicates that changes in sleep patterns may be associated with alterations in the composition of the gut microbiome (GM). However, investigations into the relationship between sleep measures and GM abundance among older adults have been limited thus far. This study represents the first large-scale effort to comprehensively explore the connection between GM composition and both subjective and objective sleep measures in older adults.

Methods: The study included 279 cognitively-normal older adults from the community who had not used sleep medication, antibiotics, or probiotics for at least one month before providing stool samples. Participants were categorized as good sleepers (GS) or poor sleepers (PS) based on the Pittsburgh Sleep Quality Index (PSQI) scores. GM diversity and relative abundance were compared between both groups, and their associations with PSQI scores and objective sleep measures were also examined.

Results: Alpha and beta diversity did not show significant differences between the GS and PS groups. However, significant differences in GM relative abundance across various taxonomic levels were found between the GS and PS groups. In the overall sample, higher PSQI scores were linked to lower abundance of the species Hungatella_hathewayi (p = 0.005, false discovery rate = 0.035). However, there were no significant associations between GM abundance and objective sleep measures after corrections for multiple comparisons.

Conclusion: These findings suggest that specific gut microbial taxa are associated with subjective sleep disturbances in older adults.

背景:与睡眠相关的抱怨在老年人中很常见,最近的研究表明,睡眠模式的改变可能与肠道微生物组(GM)组成的改变有关。然而,到目前为止,对老年人睡眠测量和基因丰富度之间关系的调查还很有限。这项研究首次大规模地全面探索了转基因成分与老年人主观和客观睡眠测量之间的联系。方法:该研究包括279名来自社区的认知正常的老年人,他们在提供粪便样本之前至少一个月没有使用睡眠药物、抗生素或益生菌。根据匹兹堡睡眠质量指数(PSQI)得分,参与者被分为睡眠良好者(GS)和睡眠不良者(PS)。比较了两组基因多样性和相对丰度,并研究了它们与PSQI评分和客观睡眠测量的关系。结果:α和β多样性在GS组和PS组之间无显著差异。然而,在不同的分类水平上,GS组和PS组的转基因相对丰度存在显著差异。在整个样本中,较高的PSQI分数与物种Hungatella_hathewayi的丰度较低相关(p = 0.005,错误发现率= 0.035)。然而,在多重比较修正后,基因丰富度和客观睡眠测量之间没有显著关联。结论:这些发现表明,特定的肠道微生物类群与老年人主观睡眠障碍有关。
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引用次数: 0
Exploring Causal Pathways to Sleep Quality in Young Adults Using a Multimodal Data-Driven Causal Discovery Analysis. 使用多模态数据驱动的因果发现分析探索年轻人睡眠质量的因果途径。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-14 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S550127
Xiong Xiao, Yulin Wang, Debo Dong, Wei Wang, Zhangyong Li, Yiqun Guo

Purpose: Poor sleep quality is prevalent across the population and may significantly impact both physical and mental health. However, our understanding of the complex mechanisms underlying poor sleep quality is still incomplete, particularly regarding the various contributing factors. To address this, we utilized a data-driven causal discovery analysis (CDA) approach to explore causal pathways of sleep quality.

Patients and methods: We relied on a large sample of healthy young adults from the Human Connectome Project (HCP; n = 1206 [54% female, 56% unmarried/non-cohabiting]) to explore causal pathways of sleep quality. We first used exploratory factor analysis to cluster 122 broad phenotypic variables into 21 factors and computed the functional connectivity of 13 resting-state brain networks. Then, using Greedy Fast Causal Inference (GFCI), we simultaneously integrated the obtained phenotypic factors, brain network connectivity, and sleep quality into the causal discovery analysis and ultimately constructed a causal model.

Results: The model proposes a hierarchical structure with causal effects propagating through complex interactions across multiple domains, ultimately linked to changes in sleep quality. Our causal model identified three phenotypic factors (negative affect, somaticism, and delay discounting) as directly linked to sleep quality. In addition, we examined causal models of sleep quality across gender (male and female) and relationship status (unmarried/non-cohabiting and married/cohabiting) and found some demographic-specific pathways.

Conclusion: Our data-driven model reveals complex mechanisms by which factors from different domains influence sleep quality and highlights several key factors that influence sleep quality, which may have important implications for the development of sleep theories and the improvement of sleep quality.

目的:睡眠质量差在人群中普遍存在,并可能对身心健康产生重大影响。然而,我们对睡眠质量差的复杂机制的理解仍然不完整,特别是关于各种促成因素。为了解决这个问题,我们利用数据驱动的因果发现分析(CDA)方法来探索睡眠质量的因果途径。患者和方法:我们依靠来自人类连接组项目(HCP; n = 1206[54%女性,56%未婚/非同居])的大量健康年轻人样本来探索睡眠质量的因果途径。我们首先使用探索性因子分析将122个广泛的表型变量聚类为21个因素,并计算了13个静息状态脑网络的功能连通性。然后,我们使用贪婪快速因果推理(GFCI),将获得的表型因素、大脑网络连通性和睡眠质量同时整合到因果发现分析中,最终构建因果模型。结果:该模型提出了一个层次结构,其因果效应通过跨多个领域的复杂相互作用传播,最终与睡眠质量的变化有关。我们的因果模型确定了三种与睡眠质量直接相关的表型因素(负面影响、躯体病和延迟折扣)。此外,我们还研究了性别(男性和女性)和关系状态(未婚/非同居和已婚/同居)之间睡眠质量的因果模型,并发现了一些特定于人口统计学的途径。结论:我们的数据驱动模型揭示了不同领域因素影响睡眠质量的复杂机制,并突出了影响睡眠质量的几个关键因素,这可能对睡眠理论的发展和睡眠质量的改善具有重要意义。
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引用次数: 0
Letter to the Editor Regarding "Predictive Value of Neutrophil-to-Lymphocyte Ratio for Cerebral Infarction in Obstructive Sleep Apnea: A Nomogram-Based Analysis" [Response to Letter]. 关于“中性粒细胞与淋巴细胞比值对阻塞性睡眠呼吸暂停患者脑梗死的预测价值:一种基于nomogram分析”的致编辑信[对信的回应]。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-09 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S571323
Ziwei Hou, Chen Chen, Hong Liu, Yunpeng Wang, Zongxuan Li
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引用次数: 0
Acute Sleep Deprivation Suppresses Sleep Spindles in Mice. 急性睡眠剥夺抑制小鼠睡眠纺锤波。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-09 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S549263
Yan Xu, Miaoqin Tan, Dongcai Li, Chenxi Zhang

Introduction: Sleep spindles and cortical coherence are key electrophysiological signatures of thalamocortical communication and large-scale neural synchrony during non-REM sleep. This study aimed to evaluate the effects of acute 12-hour sleep deprivation on spindle dynamics and cortical coherence across frequency bands in mice.

Methods: Sixteen adult male C57BL/6J (8 per group) mice were randomly assigned to either a natural sleep (NS) or sleep deprivation (SD) group. We recorded bilateral frontal EEGs continuously for 12 hours following intervention. Sleep spindles (8-16 Hz) were automatically detected, and interhemispheric coherence from delta to gamma bands was computed using Welch's method.

Results: Compared to NS mice, SD mice showed a significant reduction in frontal spindle count (61 ± 14 vs 103 ± 12 spindles; mean ± SEM; p = 0.027) and amplitude (47 ± 6 µV vs 68 ± 5 µV; p = 0.002). Delta (0.5-4 Hz) and theta (4-8 Hz) interhemispheric coherence showed non-significant decreasing trends in SD mice (p > 0.05), whereas alpha (8-13 Hz), beta (13-30 Hz), and gamma (30-40 Hz) coherence did not differ.

Conclusion: Acute sleep deprivation significantly impairs spindle generation. It also resulted in a trend toward reduced low-frequency cortical coherence, though this change was not statistically significant.

睡眠纺锤波和皮层相干性是非快速眼动睡眠期间丘脑皮质通讯和大规模神经同步的关键电生理特征。本研究旨在评估急性12小时睡眠剥夺对小鼠纺锤体动力学和皮层各频段相干性的影响。方法:将16只成年雄性C57BL/6J小鼠(每组8只)随机分为自然睡眠(NS)组和睡眠剥夺(SD)组。干预后连续记录双侧额叶脑电图12小时。自动检测睡眠纺锤波(8-16 Hz),并使用Welch方法计算从delta到gamma波段的半球间相干性。结果:与NS小鼠相比,SD小鼠额叶纺锤体数量(61±14 vs 103±12;mean±SEM; p = 0.027)和振幅(47±6µV vs 68±5µV; p = 0.002)显著减少。SD小鼠的δ (0.5-4 Hz)和θ (4-8 Hz)半球间相干性呈无显著性下降趋势(p < 0.05),而α (8-13 Hz)、β (13-30 Hz)和γ (30-40 Hz)半球间相干性无显著性差异。结论:急性睡眠剥夺显著损害纺锤体生成。它还导致了低频皮层一致性降低的趋势,尽管这种变化在统计上并不显著。
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引用次数: 0
Associations Between Salivary Cortisol, DHEA-S, and Alpha-Amylase and Longitudinal Sleep Disruption in Shift-Working Healthcare Professionals: A Pilot Study. 轮班工作医护人员唾液皮质醇、DHEA-S和α -淀粉酶与纵向睡眠中断之间的关系:一项初步研究。
IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-10-08 eCollection Date: 2025-01-01 DOI: 10.2147/NSS.S555134
Mohammed F Salahuddin, Karn Sukararuji, Mahsa Sharifi, Kingsley Anetor Francis Odia, Md Dilshad Manzar, Seithikurippu R Pandi-Perumal, Ahmed S BaHammam

Background: Shift work is a well-established disruptor of sleep, yet the biological mechanisms driving sleep disturbances remain poorly understood. Salivary cortisol (HPA axis), α-amylase (sympathetic-adrenomedullary output), and DHEA-S (adrenal androgen with anti-glucocorticoid/resilience properties) are candidate indicators of stress-related sleep disruption. We therefore examined whether changes in these biomarkers were associated with 6-month sleep trajectories in health professionals.

Methods: In a prospective 6-month repeated-measures design, 52 healthcare professionals (daytime vs rotating shifts; mean age 31.4 ± 9.4 years; 57% female) completed validated sleep assessments, PROMIS Sleep Disturbance, PROMIS Sleep Impairment, the Sleep-Wake Disorder Index (SWDI), and the NIH 7-day Sleep Diary, at baseline and six-month follow-up. Salivary cortisol, Dehydroepiandrosterone Sulfate (DHEA-S), and alpha-amylase were collected on the morning of Day 7 of each diary period. Change scores (Δ = follow-up - baseline) were computed. Repeated-measures ANOVA, Pearson correlations, and multivariable regressions assessed group differences and biomarker-sleep associations.

Results: Compared with daytime workers, rotating shift workers reported significantly greater increases in sleep disturbance, impairment, and reduced sleep efficiency over time (all p < 0.05). Reductions in cortisol and alpha-amylase were significantly associated with worsening PROMIS Sleep Disturbance and SWDI scores (r = -0.65 and -0.53, respectively; p < 0.05). Multivariable regression showed that decreased cortisol (β = -41.845, p = 0.0064) and increased DHEA-S (β = 0.001, p = 0.0405) associated with worsening PROMIS Sleep Impairment. A combined model including reduced cortisol, and increased DHEA-S associated with greater PROMIS Sleep Disturbance (adjusted = 0.698).

Conclusion: In this pilot, changes in salivary cortisol and DHEA-S were associated with longitudinal changes in sleep. These results suggest potential utility for biomarker-informed risk stratification, warranting confirmation in larger, controlled studies.

背景:轮班工作是一个公认的睡眠干扰因素,然而导致睡眠障碍的生物学机制仍然知之甚少。唾液皮质醇(HPA轴)、α-淀粉酶(交感-肾上腺髓质输出)和DHEA-S(具有抗糖皮质激素/弹性特性的肾上腺雄激素)是压力相关睡眠中断的候选指标。因此,我们研究了这些生物标志物的变化是否与卫生专业人员6个月的睡眠轨迹有关。方法:在前瞻性6个月重复测量设计中,52名医疗保健专业人员(白班与轮班,平均年龄31.4±9.4岁,57%为女性)在基线和6个月随访时完成了有效的睡眠评估、PROMIS睡眠障碍、PROMIS睡眠障碍、睡眠-觉醒障碍指数(SWDI)和NIH 7天睡眠日记。在每个日记期的第7天早晨采集唾液皮质醇、硫酸脱氢表雄酮(DHEA-S)和α -淀粉酶。计算变化评分(Δ =随访-基线)。重复测量方差分析、Pearson相关性和多变量回归评估了组间差异和生物标志物与睡眠的关联。结果:与白班工人相比,轮班工人报告的睡眠障碍、损害和睡眠效率降低明显增加(均p < 0.05)。皮质醇和α -淀粉酶的降低与PROMIS睡眠障碍和SWDI评分的恶化显著相关(r分别= -0.65和-0.53;p < 0.05)。多变量回归显示,皮质醇降低(β = -41.845, p = 0.0064)和DHEA-S升高(β = 0.001, p = 0.0405)与PROMIS睡眠障碍加重相关。综合模型包括皮质醇降低和DHEA-S升高与PROMIS睡眠障碍加重相关(调整后R²= 0.698)。结论:在该试验中,唾液皮质醇和DHEA-S的变化与睡眠的纵向变化有关。这些结果表明生物标志物风险分层的潜在效用,需要在更大规模的对照研究中得到证实。
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Nature and Science of Sleep
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