Journal of Sleep Research最新文献

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Spectral EEG and heart rate changes associated with leg movements during the suggested immobilization test in patients with restless legs syndrome. 不宁腿综合征患者在建议的固定试验中,腿部运动引起的脑电图频谱和心率变化。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-11-04 DOI: 10.1111/jsr.14394
Gulcin Benbir Senel, Aysun Tunali, Onur Demirel, Seher Köse, Volkan Cakir, Burak Resadiyeli, Derya Karadeniz, Raffaele Ferri
{"title":"Spectral EEG and heart rate changes associated with leg movements during the suggested immobilization test in patients with restless legs syndrome.","authors":"Gulcin Benbir Senel, Aysun Tunali, Onur Demirel, Seher Köse, Volkan Cakir, Burak Resadiyeli, Derya Karadeniz, Raffaele Ferri","doi":"10.1111/jsr.14394","DOIUrl":"https://doi.org/10.1111/jsr.14394","url":null,"abstract":"<p><p>Restless legs syndrome is usually associated with periodic limb movements during sleep, which are defined as repetitive, stereotyped movements in sleep. Changes in spectral analysis of electroencephalography and heart rate were shown to be associated with periodic limb movements during sleep and non-periodic leg movements in sleep. Considering the circadian distribution of symptoms of restless legs syndrome, we investigated spectral electroencephalography and heart rate accompanying periodic limb movements, isolated leg movements and short-interval leg movements during suggested immobilization test. The mean age of 53 patients was 51.9 ± 13 years, 54.7% were females. Prominent increases in electroencephalography activation were associated with periodic limb movements, isolated leg movements and short-interval leg movements during the suggested immobilization test, which were significant in all spectral bands (p < 0.001). An increase in all electroencephalography bands started ~10 s before periodic limb movements, isolated leg movements and short-interval leg movements; increases in delta and theta band activities ended ~10 s after the movements, while increases in alpha and beta band activities lasted for about ~20 s. Maximum increases in delta, theta, alpha and beta bands were all observed after periodic limb movements and short-interval leg movements, but before isolated leg movements in theta and alpha bands, and after isolated leg movements in delta and beta bands. A notably longer increase in alpha and beta bands was evident for periodic limb movements and short-interval leg movements. An increase in heart rate was prominent at 4-12 s after movement onset in short-interval leg movements, being significantly higher than those associated with periodic limb movements and isolated leg movements. Our study shows that, in patients with restless legs syndrome, periodic limb movements, isolated leg movements and short-interval leg movements during suggested immobilization test are associated with prominent cortical and cardiac activation, which warrants confirmation in larger restless legs syndrome cohorts and requires long-term follow-up studies to delineate its possible clinical consequences.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14394"},"PeriodicalIF":3.4,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142576321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Changes in insomnia and binge-eating symptom severity before and after treatment of eating disorders in individuals with non-low-weight binge-spectrum disorders. 非低体重暴食症患者在饮食紊乱治疗前后失眠和暴食症状严重程度的变化。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-11-04 DOI: 10.1111/jsr.14378
Kara A Christensen Pacella, Yiyang Chen, Angeline R Bottera, Kelsie T Forbush
{"title":"Changes in insomnia and binge-eating symptom severity before and after treatment of eating disorders in individuals with non-low-weight binge-spectrum disorders.","authors":"Kara A Christensen Pacella, Yiyang Chen, Angeline R Bottera, Kelsie T Forbush","doi":"10.1111/jsr.14378","DOIUrl":"10.1111/jsr.14378","url":null,"abstract":"<p><p>Although emerging research suggests insomnia is a significant problem among people with eating disorders, little is known about how insomnia symptoms may serve as risk factors for eating disorder symptoms, treatment outcome, and relapse. University students with non-low-weight eating disorders (N = 89) completed a mobile guided self-help cognitive behavioural intervention for eating disorders. Insomnia and binge-eating symptoms were assessed at pre-treatment and end-of-treatment using the Insomnia Severity Index and Eating Pathology Symptoms Inventory. Multiply imputed datasets were used to test associations between insomnia and binge eating before, during and after treatment. Insomnia was positively associated with binge-eating symptoms prior to treatment (r = 0.47). Baseline insomnia symptoms were associated with binge-eating symptoms at end-of-treatment (est = 0.269). Eating disorder treatment modestly reduced insomnia (d = -0.38); however, about half of people with clinically significant insomnia prior to treatment remained symptomatic. Insomnia symptoms and binge-eating symptoms did not change concurrently during treatment. Overall, results support an association between insomnia and binge eating. Although eating disorder treatment may impact insomnia, many individuals remained symptomatic for sleep problems, suggesting the need for follow-up treatments, such as cognitive behavioural therapy for insomnia, or the development of integrated insomnia-eating disorder treatments. Future studies are needed to examine causal links between insomnia and eating disorder symptoms, and test if insomnia predicts relapse after eating disorder treatment.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14378"},"PeriodicalIF":3.4,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142576288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Temporal and sleep stage-dependent agreement in manual scoring of respiratory events. 人工评分呼吸事件的时间和睡眠阶段一致性。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-11-04 DOI: 10.1111/jsr.14391
Minna Pitkänen, Henna Pitkänen, Rajdeep Kumar Nath, Sami Nikkonen, Samu Kainulainen, Henri Korkalainen, Kristín Anna Ólafsdóttir, Erna Sif Arnardottir, Sigridur Sigurdardottir, Thomas Penzel, Francesco Fanfulla, Ulla Anttalainen, Tarja Saaresranta, Ludger Grote, Jan Hedner, Richard Staats, Juha Töyräs, Timo Leppänen
{"title":"Temporal and sleep stage-dependent agreement in manual scoring of respiratory events.","authors":"Minna Pitkänen, Henna Pitkänen, Rajdeep Kumar Nath, Sami Nikkonen, Samu Kainulainen, Henri Korkalainen, Kristín Anna Ólafsdóttir, Erna Sif Arnardottir, Sigridur Sigurdardottir, Thomas Penzel, Francesco Fanfulla, Ulla Anttalainen, Tarja Saaresranta, Ludger Grote, Jan Hedner, Richard Staats, Juha Töyräs, Timo Leppänen","doi":"10.1111/jsr.14391","DOIUrl":"https://doi.org/10.1111/jsr.14391","url":null,"abstract":"<p><p>Obstructive sleep apnea diagnosis is based on the manual scoring of respiratory events. The agreement in the manual scoring of the respiratory events lacks an in-depth investigation as most of the previous studies reported only the apnea-hypopnea index or overall agreement, and not temporal, second-by-second or event subtype agreement. We hypothesized the temporal and subtype agreement to be low because the event duration or subtypes are not generally considered in current clinical practice. The data comprised 50 polysomnography recordings scored by 10 experts. The respiratory event agreement between the scorers was calculated using kappa statistics in a second-by-second manner. Obstructive sleep apnea severity categories (no obstructive sleep apnea/mild/moderate/severe) were compared between scorers. The Fleiss' kappa value for binary (event/no event) respiratory event scorings was 0.32. When calculated separately within N1, N2, N3 and R, the Fleiss' kappa values were 0.12, 0.23, 0.22 and 0.23, respectively. Binary analysis conducted separately for the event subtypes showed the highest Fleiss' kappa for hypopneas to be 0.26. In 34% of the participants, the obstructive sleep apnea severity category was the same regardless of the scorer, whereas in the rest of the participants the category changed depending on the scorer. Our findings indicate that the agreement of manual scoring of respiratory events depends on the event type and sleep stage. The manual scoring has discrepancies, and these differences affect the obstructive sleep apnea diagnosis. This is an alarming finding, as ultimately these differences in the scorings affect treatment decisions.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14391"},"PeriodicalIF":3.4,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142576336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Do pregnant women with restless legs syndrome experience better sleep with physical activity? 患有不安腿综合征的孕妇是否会通过体育锻炼改善睡眠?
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-30 DOI: 10.1111/jsr.14389
Andrea Maculano Esteves, Sandra Hackethal, Silvia Riccardi, Corrado Garbazza, Mauro Manconi
{"title":"Do pregnant women with restless legs syndrome experience better sleep with physical activity?","authors":"Andrea Maculano Esteves, Sandra Hackethal, Silvia Riccardi, Corrado Garbazza, Mauro Manconi","doi":"10.1111/jsr.14389","DOIUrl":"https://doi.org/10.1111/jsr.14389","url":null,"abstract":"<p><p>Pregnant women benefit greatly from exercise due to its powerful impact on maternal and perinatal outcomes. The purpose of our study was to assess whether exercise improves objective sleep quality in pregnant women suffering from restless legs syndrome. This cross-sectional study is based on data from a large, naturalistic, consecutive cohort study in pregnant women recruited by four sleep centres, in Bologna, Milan and Turin (Italy), and Lugano (Switzerland), named the Life-ON study. Objective sleep parameters of 316 pregnant women were measured using polysomnographic recordings during the second trimester of pregnancy, and a self-reported assessment was used to evaluate physical activity. Pregnant women with restless legs syndrome (n = 91) who engaged in physical activity (n = 28) experienced better sleep efficiency (84.20% versus 82.10%, p = 0.01), less stage 1 sleep (10.50% versus 11.40%, p = 0.04) and wake after sleep onset (52.20 min versus 76.40 min, p ≤ 0.001), as well as reduced periodic leg movements during sleep (5.50 per hr versus 16.40 per hr, p < 0.001) when compared with the sedentary restless legs syndrome group (n = 63). Sleep structure was also better conserved in physically active pregnant women without restless legs syndrome compared with the inactive restless legs syndrome negative group. Overall, this study provides further evidence of the benefits of physical activity in pregnant women by illustrating its positive impact on sleep structure.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14389"},"PeriodicalIF":3.4,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142546110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Clozapine and objective assessment of hypersomnolence in patients with schizophrenia: a systematic review. 氯氮平与精神分裂症患者过度嗜睡的客观评估:系统综述。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-30 DOI: 10.1111/jsr.14360
Clélia Quiles, Jacques Taillard, Régis Lopez, Pierre Alexis Geoffroy, Francesco Salvo, Jean-Arthur Micoulaud-Franchi
{"title":"Clozapine and objective assessment of hypersomnolence in patients with schizophrenia: a systematic review.","authors":"Clélia Quiles, Jacques Taillard, Régis Lopez, Pierre Alexis Geoffroy, Francesco Salvo, Jean-Arthur Micoulaud-Franchi","doi":"10.1111/jsr.14360","DOIUrl":"https://doi.org/10.1111/jsr.14360","url":null,"abstract":"<p><p>Clozapine is effective in treatment-resistant schizophrenia but with adverse effects including sedation. Excessive daytime sleepiness, a symptom of hypersomnolence, is the most frequently reported subjective side-effect. The aim of this systematic review was to synthesise the literature evaluating the impact of clozapine on the objective assessment of hypersomnolence in people with schizophrenia. We systematically searched databases for articles evaluating hypersomnolence with electrophysiological or psychomotor/cognitive measures in clozapine-treated patients with schizophrenia. Objective assessment of hypersomnolence was evaluated in six studies. All studies using polysomnography (PSG) found significantly longer total sleep time and shorter sleep onset latency in patients treated with clozapine at initiation of clozapine. The study with the multiple sleep latency test (MSLT) also found a shorter sleep onset latency. These observations did not persist 4-6 weeks after treatment initiation. Further investigations are needed. Longer total sleep time should be investigated with standardised long-term PSG to investigate excessive sleep quantity. Shorter sleep onset latency should be investigated with the MSLT or the maintenance of wakefulness test to investigate the excessive propensity to fall asleep or ability to stay awake. Lastly, sleep inertia should be investigated specifically in the morning.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14360"},"PeriodicalIF":3.4,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142546109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Light flickering at 40 Hz and sleep: illuminating the adenosine pathway. 40赫兹的光线闪烁与睡眠:照亮腺苷通路。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-30 DOI: 10.1111/jsr.14393
Dongdong Yang, Meng Zhao, Yu Shi
{"title":"Light flickering at 40 Hz and sleep: illuminating the adenosine pathway.","authors":"Dongdong Yang, Meng Zhao, Yu Shi","doi":"10.1111/jsr.14393","DOIUrl":"https://doi.org/10.1111/jsr.14393","url":null,"abstract":"","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14393"},"PeriodicalIF":3.4,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142546111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
C-reactive protein improves the ability to detect hypertension and insulin resistance in mild-to-moderate obstructive sleep apnea: Age effect. C 反应蛋白提高了检测轻度至中度阻塞性睡眠呼吸暂停患者高血压和胰岛素抵抗的能力:年龄效应
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-26 DOI: 10.1111/jsr.14386
Slobodanka Pejovic, Yimeng Shang, Alexandros N Vgontzas, Julio Fernandez-Mendoza, Fan He, Yun Li, Lan Kong
{"title":"C-reactive protein improves the ability to detect hypertension and insulin resistance in mild-to-moderate obstructive sleep apnea: Age effect.","authors":"Slobodanka Pejovic, Yimeng Shang, Alexandros N Vgontzas, Julio Fernandez-Mendoza, Fan He, Yun Li, Lan Kong","doi":"10.1111/jsr.14386","DOIUrl":"https://doi.org/10.1111/jsr.14386","url":null,"abstract":"<p><p>C-reactive protein (CRP) appears to improve the ability to detect cardiometabolic risk in young and middle-aged adults with mild-to-moderate obstructive sleep apnea (mmOSA). The aim of this study is to assess utility of CRP in identifying the risk of hypertension and insulin resistance across a wide age range including older patients with mmOSA. Adults (n = 216) of a wide age range (28-90 years old, mean age 52.64 ± 12.74) with mmOSA (5 ≤ AHI < 30) completed in-lab polysomnography or home sleep apnea testing, physical examination including blood pressure (BP) measures, structured medical history questionnaire, and blood draw for CRP and fasting glucose and insulin levels. In adults < 60 years, lnCRP but not the apnea-hypopnea index (AHI) was associated with greater odds for hypertension (odds ratio [OR] = 2.40, 95% CI = 1.20-4.84, p = 0.01; OR = 1.00, 95% CI = 0.92-1.08, p = 0.92, respectively) and with higher average systolic and diastolic BP. Also, in adults < 60 years lnCRP but not AHI, was associated with higher lnHOMA values. In contrast, in adults > 60 years neither lnCRP nor AHI were associated with greater odds for hypertension, average systolic and diastolic BP, and lnHOMA. Receiver-operating characteristics curves revealed that adding CRP to standard clinical factors (age, sex, and BMI) yielded moderately good risk models for hypertension in patients < 60 years (AUC = 0.721). In conclusion, CRP improves the ability to detect cardiometabolic risk in young and middle-aged, but not older adults with mmOSA, suggesting that inflammation may be a primary pathogenetic mechanism in younger patients with OSA.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14386"},"PeriodicalIF":3.4,"publicationDate":"2024-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142502723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Patient experiences of narcolepsy and idiopathic hypersomnia in the Nordics: a patient journey map. 北欧嗜睡症和特发性嗜睡症患者的经历:患者历程图。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-26 DOI: 10.1111/jsr.14376
Märt Vesinurm, Christina Dünweber, Jesper Rimestad, Anne-Marie Landtblom, Poul Jørgen Jennum
{"title":"Patient experiences of narcolepsy and idiopathic hypersomnia in the Nordics: a patient journey map.","authors":"Märt Vesinurm, Christina Dünweber, Jesper Rimestad, Anne-Marie Landtblom, Poul Jørgen Jennum","doi":"10.1111/jsr.14376","DOIUrl":"https://doi.org/10.1111/jsr.14376","url":null,"abstract":"<p><p>Central disorders of hypersomnolence (CDH) are chronic diseases that significantly impact the lives of affected individuals. We aimed to explore the perspectives of individuals with narcolepsy type 1 (NT1), narcolepsy type 2 (NT2), and idiopathic hypersomnia (IH), and the challenges they encounter in their daily lives and within the healthcare systems in the Nordics. Interviews with patients (N = 41) and healthcare professionals (n = 14) and a patient survey (n = 70) were conducted in 2022 in Denmark, Sweden, Finland, and Norway to develop a patient journey map that visualises the patient with CDH journey and provides insights into the difficulties faced by these individuals. The patient journey mapping approach was chosen to focus on the processes and experiences of patients, highlighting the challenges they confront. Our findings revealed that the process of receiving a CDH diagnosis, as well as subsequent misdiagnoses and treatment, can be protracted and burdensome. CDH diagnoses remain poorly understood by neurologists, general practitioners, and the public, resulting in adverse consequences, with patients reporting a mean (standard deviation [SD]) time from symptom onset to diagnosis of 8.4 (5.11) years and a mean (SD) of 5.5 (4.17) productive hours lost/day. The available non-pharmaceutical support for patients with CDH, encompassing medical, psychological, educational, and professional assistance, was insufficient. The generalisability of the findings to one specific diagnosis is limited due to the collective analysis of the CDH. These findings are invaluable for identifying disruptions in the patient with CDH journeys and for designing improved pathways for those with NT1, NT2, and IH in the future.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14376"},"PeriodicalIF":3.4,"publicationDate":"2024-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142502724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Sleep is altered during menstruation but not inflammatory parameters: Results from polysomnography of EPISONO database. 月经期间睡眠会改变,但炎症参数不会:EPISONO数据库的多导睡眠监测结果。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-24 DOI: 10.1111/jsr.14380
Isabela A Ishikura, Helena Hachul, Mariana Moysés-Oliveira, Guilherme Luiz Fernandes, Sergio Tufik, Monica L Andersen
{"title":"Sleep is altered during menstruation but not inflammatory parameters: Results from polysomnography of EPISONO database.","authors":"Isabela A Ishikura, Helena Hachul, Mariana Moysés-Oliveira, Guilherme Luiz Fernandes, Sergio Tufik, Monica L Andersen","doi":"10.1111/jsr.14380","DOIUrl":"https://doi.org/10.1111/jsr.14380","url":null,"abstract":"<p><p>Menstruation is an inflammatory process that involves changes in women's physiology leading to mental and physical complaints. Sleep is essential for optimal hormonal release, immune response, and wellbeing, becoming an important factor to be evaluated. We compared sleep, inflammatory mediators, fatigue, anxiety and depression symptoms, and quality of life in menstruating and non-menstruating women. We used the polysomnographic data of 232 women from EPISONO 2007, an epidemiological study from São Paulo city, Brazil. Women were distributed into menstruating (N = 61) and non-menstruating groups (N = 171). We applied questionnaires related to sleep quality, sleepiness, insomnia, fatigue, anxiety and depression symptoms, and quality of life. The serum levels of interleukin 6, tumour necrosis factor-alpha, and C-reactive protein were analysed. For statistical analysis the significance level adopted was p < 0.05. Sleep efficiency was statistically lower in menstruating women (81% ± 13) compared with the non-menstruating group (84.2% ± 13.3, p < 0.023). No statistical differences between the two groups were found in respect to the other parameters analysed. Both groups scored for fatigue symptoms, but no statistical significance was observed between the groups. Our findings indicate that menstruation was associated with lower objective sleep efficiency, suggesting that menstruation may be a physiological factor impairing sleep. Further studies evaluating menstrual variables, and each phase of the menstrual cycle, should be undertaken to detect the main factors associated with sleep complaints, fatigue, and objective parameters of sleep.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14380"},"PeriodicalIF":3.4,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142502726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A comparative analysis of unsupervised machine-learning methods in PSG-related phenotyping. PSG 相关表型中无监督机器学习方法的比较分析。
IF 3.4 3区 医学
Journal of Sleep Research Pub Date : 2024-10-24 DOI: 10.1111/jsr.14349
Mohammadreza Ghorvei, Tuomas Karhu, Salla Hietakoste, Daniela Ferreira-Santos, Harald Hrubos-Strøm, Anna Sigridur Islind, Luka Biedebach, Sami Nikkonen, Timo Leppänen, Matias Rusanen
{"title":"A comparative analysis of unsupervised machine-learning methods in PSG-related phenotyping.","authors":"Mohammadreza Ghorvei, Tuomas Karhu, Salla Hietakoste, Daniela Ferreira-Santos, Harald Hrubos-Strøm, Anna Sigridur Islind, Luka Biedebach, Sami Nikkonen, Timo Leppänen, Matias Rusanen","doi":"10.1111/jsr.14349","DOIUrl":"https://doi.org/10.1111/jsr.14349","url":null,"abstract":"<p><p>Obstructive sleep apnea is a heterogeneous sleep disorder with varying phenotypes. Several studies have already performed cluster analyses to discover various obstructive sleep apnea phenotypic clusters. However, the selection of the clustering method might affect the outputs. Consequently, it is unclear whether similar obstructive sleep apnea clusters can be reproduced using different clustering methods. In this study, we applied four well-known clustering methods: Agglomerative Hierarchical Clustering; K-means; Fuzzy C-means; and Gaussian Mixture Model to a population of 865 suspected obstructive sleep apnea patients. By creating five clusters with each method, we examined the effect of clustering methods on forming obstructive sleep apnea clusters and the differences in their physiological characteristics. We utilized a visualization technique to indicate the cluster formations, Cohen's kappa statistics to find the similarity and agreement between clustering methods, and performance evaluation to compare the clustering performance. As a result, two out of five clusters were distinctly different with all four methods, while three other clusters exhibited overlapping features across all methods. In terms of agreement, Fuzzy C-means and K-means had the strongest (κ = 0.87), and Agglomerative hierarchical clustering and Gaussian Mixture Model had the weakest agreement (κ = 0.51) between each other. The K-means showed the best clustering performance, followed by the Fuzzy C-means in most evaluation criteria. Moreover, Fuzzy C-means showed the greatest potential in handling overlapping clusters compared with other methods. In conclusion, we revealed a direct impact of clustering method selection on the formation and physiological characteristics of obstructive sleep apnea clusters. In addition, we highlighted the capability of soft clustering methods, particularly Fuzzy C-means, in the application of obstructive sleep apnea phenotyping.</p>","PeriodicalId":17057,"journal":{"name":"Journal of Sleep Research","volume":" ","pages":"e14349"},"PeriodicalIF":3.4,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142502722","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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