Pub Date : 2024-07-04DOI: 10.1016/j.sleepx.2024.100118
Paulo Bugalho , Bruna Meira , André Pinho , Rita Ventura , Marta Magriço , Miguel Serôdio , Danna Krupka , Vítor Mendes Ferreira
Several studies suggested the presence of non-motor symptoms in Essential Tremor (ET), including REM sleep behavioral disorder (RBD). RBD is an essential criterion for Prodromal Parkinson's Disease (PPD), suggesting a link between ET and PD. Our objective was to assess the prevalence and features of ET patients with RBD and PDD.
RBD was diagnosed by questionnaire screening, followed by polysomnography. PPD risk factors and prodromic markers were assessed with a structured protocol. Patients were characterized regarding tremor features. ET patients with RBD (ET-RBD) and PPD (ET-PPD) were compared to patients without RBD (ET-nonRBD) and without PPD (ET-nonPPD), respectively. ET-RBD patients were also compared with a group of isolated RBD (iRBD) regarding PPD features.
We assessed a total of 64 ET patients. Five (8.3 %) and 4 (6.3 %) had criteria for RBD and PPD, respectively. ET-RBD patients did not differ from ET-nonRBD except for a higher prevalence of PPD. There were no significant differences between ET-RBD and iRBD (n = 12) groups. ET-PPD had a higher prevalence of positive DaT-Scans and RBD compared to ET-nonPPD. Three ET-RBD patients had PPD and 3 ET-PPD had RBD.
Both RBD and PPD are more frequent in ET patients than in general aged population but not related with specific tremor features. ET-RBD patients did not differ significantly from iRBD patients, a group prone to develop PD. These data suggest a link between ET and PD and are in accordance with studies showing an increase incidence of lewy-body pathology and PD in ET populations.
{"title":"REM sleep behavior disorder and Prodromal Parkinson’s Disease in patients with Essential Tremor","authors":"Paulo Bugalho , Bruna Meira , André Pinho , Rita Ventura , Marta Magriço , Miguel Serôdio , Danna Krupka , Vítor Mendes Ferreira","doi":"10.1016/j.sleepx.2024.100118","DOIUrl":"https://doi.org/10.1016/j.sleepx.2024.100118","url":null,"abstract":"<div><p>Several studies suggested the presence of non-motor symptoms in Essential Tremor (ET), including REM sleep behavioral disorder (RBD). RBD is an essential criterion for Prodromal Parkinson's Disease (PPD), suggesting a link between ET and PD. Our objective was to assess the prevalence and features of ET patients with RBD and PDD.</p><p>RBD was diagnosed by questionnaire screening, followed by polysomnography. PPD risk factors and prodromic markers were assessed with a structured protocol. Patients were characterized regarding tremor features. ET patients with RBD (ET-RBD) and PPD (ET-PPD) were compared to patients without RBD (ET-nonRBD) and without PPD (ET-nonPPD), respectively. ET-RBD patients were also compared with a group of isolated RBD (iRBD) regarding PPD features.</p><p>We assessed a total of 64 ET patients. Five (8.3 %) and 4 (6.3 %) had criteria for RBD and PPD, respectively. ET-RBD patients did not differ from ET-nonRBD except for a higher prevalence of PPD. There were no significant differences between ET-RBD and iRBD (n = 12) groups. ET-PPD had a higher prevalence of positive DaT-Scans and RBD compared to ET-nonPPD. Three ET-RBD patients had PPD and 3 ET-PPD had RBD.</p><p>Both RBD and PPD are more frequent in ET patients than in general aged population but not related with specific tremor features. ET-RBD patients did not differ significantly from iRBD patients, a group prone to develop PD. These data suggest a link between ET and PD and are in accordance with studies showing an increase incidence of lewy-body pathology and PD in ET populations.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"8 ","pages":"Article 100118"},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000168/pdfft?md5=b4475837bfa909d9c7ce85474b7d4c19&pid=1-s2.0-S2590142724000168-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141583072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The use of digital media (DM) is increasing among school-children, which can affect their sleep habits. The primary objective of this study was to evaluate the association of DM use with sleep habits in school-children.
Methods
It was a cross-sectional study of healthy school children. Sleep habits and DM use were assessed using the Children's Sleep Habits Questionnaire (CSHQ) and SCREENS-Q, respectively. The Pearson correlation coefficient was used to establish the correlation between the two variables. Logistic regression analysis was performed to quantify the extent of association between variables. A p-value <0.05 was considered statistically significant.
Results
A total of 205 children were enrolled with a mean (SD) age of 7.1 (2.1) years. The mean (SD) sleep duration was 7.58 (0.80) hours. The mean (SD) CSHQ score was 50.6 (5.1). Use of DM was observed in 204 (99.5 %) children. On multivariate logistic regression analysis, DM use ≥2 h/day was significantly associated with higher CSHQ score (OR 1.28, 95%CI 1.18–1.40; p = 0.001). Sleep domains significantly affected by DM use ≥2 h/day were bedtime resistance (OR 1.55, 95 % CI 1.24–1.94; p < 0.001), sleep duration (OR 0.40, 95 % CI 0.28–0.58:p < 0.001), sleep anxiety (OR 1.69, 95%CI 1.40–2.04:p < 0.001), night awakening (OR 4.81 95 % CI 2.98–7.78:p < 0.001), parasomnias (OR 1.86, 95 % CI 1.45–2.38:p < 0.001), and daytime sleepiness (OR1.89,95 % CI 1.52–2.36: p < 0.001). DM use 30 min before bedtime was significantly associated with a higher CSHQ score (OR 1.32, 95 % CI 1.20–1.45; p < 0.001). In bivariate regression analysis, DM use ≥2 h/day was associated with poor academic performance (OR 2.36 95 % CI 1.28–4.35; p 0.006).
Conclusion
This study has shown that the average sleep duration in children was shorter than the recommended duration. DM use was common in school children and it has a significant association with sleep habits especially with use of ≥2 h/day and 30 mints before bedtime. It was also associated with poor academic performance. Public awareness on effect of DM use in school children is the need of the hour.
背景学龄儿童使用数字媒体(DM)的情况越来越多,这可能会影响他们的睡眠习惯。本研究的主要目的是评估学龄儿童使用 DM 与睡眠习惯之间的关系。分别使用儿童睡眠习惯问卷(CSHQ)和SCREENS-Q评估睡眠习惯和DM使用情况。采用皮尔逊相关系数确定两个变量之间的相关性。为量化变量之间的关联程度,进行了逻辑回归分析。结果共有 205 名儿童参加了调查,平均(标清)年龄为 7.1(2.1)岁。平均(标清)睡眠时间为 7.58 (0.80) 小时。平均(标清)CSHQ 得分为 50.6 (5.1)。204名儿童(99.5%)服用了DM。在多变量逻辑回归分析中,每天使用 DM≥2 小时与 CSHQ 得分较高显著相关(OR 1.28,95%CI 1.18-1.40;p = 0.001)。受 DM 使用≥2 小时/天明显影响的睡眠领域有就寝抵抗(OR 1.55,95 % CI 1.24-1.94;p <;0.001)、睡眠持续时间(OR 0.40,95 % CI 0.28-0.58:p <;0.001)、睡眠焦虑(OR 1.69,95 %CI 1.40-2.04:p <0.001)、夜醒(OR 4.81 95 % CI 2.98-7.78:p <0.001)、寄生虫病(OR 1.86,95 % CI 1.45-2.38:p <0.001)和白天嗜睡(OR1.89,95 % CI 1.52-2.36: p <0.001)。睡前 30 分钟服用 DM 与较高的 CSHQ 分数显著相关(OR 1.32,95 % CI 1.20-1.45;p < 0.001)。在二元回归分析中,每天使用 DM≥2 小时与学习成绩差有关(OR 2.36 95 % CI 1.28-4.35; p 0.006)。DM 的使用在学龄儿童中很普遍,它与睡眠习惯有显著关联,尤其是每天使用时间≥2 小时和睡前 30 分钟。它还与学习成绩差有关。当务之急是提高公众对学龄儿童使用 DM 的影响的认识。
{"title":"Association of digital media use with sleep habits in school children: A cross-sectional study","authors":"Doreswamy Chandranaik, Jagdish Prasad Goyal, Kuldeep Singh, Prawin Kumar","doi":"10.1016/j.sleepx.2024.100117","DOIUrl":"https://doi.org/10.1016/j.sleepx.2024.100117","url":null,"abstract":"<div><h3>Background</h3><p>The use of digital media (DM) is increasing among school-children, which can affect their sleep habits. The primary objective of this study was to evaluate the association of DM use with sleep habits in school-children.</p></div><div><h3>Methods</h3><p>It was a cross-sectional study of healthy school children. Sleep habits and DM use were assessed using the Children's Sleep Habits Questionnaire (CSHQ) and SCREENS-Q, respectively. The Pearson correlation coefficient was used to establish the correlation between the two variables. Logistic regression analysis was performed to quantify the extent of association between variables. A p-value <0.05 was considered statistically significant.</p></div><div><h3>Results</h3><p>A total of 205 children were enrolled with a mean (SD) age of 7.1 (2.1) years. The mean (SD) sleep duration was 7.58 (0.80) hours. The mean (SD) CSHQ score was 50.6 (5.1). Use of DM was observed in 204 (99.5 %) children. On multivariate logistic regression analysis, DM use ≥2 h/day was significantly associated with higher CSHQ score (OR 1.28, 95%CI 1.18–1.40; p = 0.001). Sleep domains significantly affected by DM use ≥2 h/day were bedtime resistance (OR 1.55, 95 % CI 1.24–1.94; p < 0.001), sleep duration (OR 0.40, 95 % CI 0.28–0.58:p < 0.001), sleep anxiety (OR 1.69, 95%CI 1.40–2.04:p < 0.001), night awakening (OR 4.81 95 % CI 2.98–7.78:p < 0.001), parasomnias (OR 1.86, 95 % CI 1.45–2.38:p < 0.001), and daytime sleepiness (OR1.89,95 % CI 1.52–2.36: p < 0.001). DM use 30 min before bedtime was significantly associated with a higher CSHQ score (OR 1.32, 95 % CI 1.20–1.45; p < 0.001). In bivariate regression analysis, DM use ≥2 h/day was associated with poor academic performance (OR 2.36 95 % CI 1.28–4.35; p 0.006).</p></div><div><h3>Conclusion</h3><p>This study has shown that the average sleep duration in children was shorter than the recommended duration. DM use was common in school children and it has a significant association with sleep habits especially with use of ≥2 h/day and 30 mints before bedtime. It was also associated with poor academic performance. Public awareness on effect of DM use in school children is the need of the hour.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"8 ","pages":"Article 100117"},"PeriodicalIF":0.0,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000156/pdfft?md5=7041413eb96720aef7ca516630972a9d&pid=1-s2.0-S2590142724000156-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141324836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-23DOI: 10.1016/j.sleepx.2024.100116
Richa Tripathi, Hina Bano, Mohd Rashid Alam
Melatonin, the primary hormone secreted by the pineal gland, regulates central and peripheral oscillators and adapts the internal environment to the external one through MT1 and MT2 receptors. The authors present a case of 16-year-old male intentionally overdosed on 900mg of melatonin (180 tablets) and 10 tablets of 0.5mg alprazolam. Admitted to the emergency department, he was extremely drowsy and minimally responsive with a Glasgow coma scale score of 8/15. Vital signs were stable, and no renal or liver dysfunction was noted. Elevated total leucocyte count and positive benzodiazepine urine test were observed. Gastric lavage was performed, and toxicology reports showed blood alprazolam levels at 0.15 mg/litre eight hours post-overdose. The patient regained consciousness 32 hours post-ingestion and was transferred to the psychiatry unit. This case underscores the increasing abuse of melatonin due to its easy availability and lack of regulation. Although melatonin has a low toxicity potential, side effects and interactions with other drugs can be severe. Supportive measures and vital sign control are crucial in overdose treatment.
{"title":"Case report on melatonin overdose: Cause and concern","authors":"Richa Tripathi, Hina Bano, Mohd Rashid Alam","doi":"10.1016/j.sleepx.2024.100116","DOIUrl":"10.1016/j.sleepx.2024.100116","url":null,"abstract":"<div><p>Melatonin, the primary hormone secreted by the pineal gland, regulates central and peripheral oscillators and adapts the internal environment to the external one through MT1 and MT2 receptors. The authors present a case of 16-year-old male intentionally overdosed on 900mg of melatonin (180 tablets) and 10 tablets of 0.5mg alprazolam. Admitted to the emergency department, he was extremely drowsy and minimally responsive with a Glasgow coma scale score of 8/15. Vital signs were stable, and no renal or liver dysfunction was noted. Elevated total leucocyte count and positive benzodiazepine urine test were observed. Gastric lavage was performed, and toxicology reports showed blood alprazolam levels at 0.15 mg/litre eight hours post-overdose. The patient regained consciousness 32 hours post-ingestion and was transferred to the psychiatry unit. This case underscores the increasing abuse of melatonin due to its easy availability and lack of regulation. Although melatonin has a low toxicity potential, side effects and interactions with other drugs can be severe. Supportive measures and vital sign control are crucial in overdose treatment.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100116"},"PeriodicalIF":0.0,"publicationDate":"2024-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000144/pdfft?md5=e509b80493c850559efa81b5db5319bd&pid=1-s2.0-S2590142724000144-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141133557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-06DOI: 10.1016/j.sleepx.2024.100115
Michael Yanney , Nicola Rowbotham , Christabella Ng , Muhammad Zulkifli , Ahmed Shehata , Alagappan Chidambaram , Paraskevi Tsirevelou , Neil Fergie , Pathik Thakkar , Emma Crookes , Roy Dean , Andrew Prayle
Current UK guidance on OSA management recommends only selective use of sleep studies - when there is diagnostic uncertainty, in children with comorbidities or to evaluate perioperative risk in those with suspected severe OSA. Routine use of sleep studies to confirm a diagnosis of obstructive sleep apnoea (OSA) in children before adenotonsillectomy is not currently recommended. We report the findings of a novel paediatric sleep service based on routine use of multi-channel sleep studies (MCSS) before adenotonsillectomy and present the results of a service evaluation assessing the impact of our practise on treatment outcomes and cost.
We conducted a retrospective study of 264 children with sleep disordered breathing seen in our centre between July 2018–June 2019, using medical records and a sleep study database to determine treatment outcomes and costs. Using responses from a questionnaire completed by otolaryngologists for a separate prospective study, we compare our costs with estimates of those associated with a standard UK model of care i.e. with selective use of sleep studies.
We estimate that our routine use of MCSS reduced the number of adenotonsillectomies by 44 % but at higher monetary costs than those estimated for the standard model of care. We note however, that reconfiguring our service to arrange a sleep study before the initial appointment, rather than after, would result in the service being cost neutral compared with the standard model. We also estimate that use of home multi-channel studies in our service would bring a significant cost saving (∼£50,000 - £80,000 per annum) compared to standard care.
英国目前的 OSA 管理指南仅建议有选择性地使用睡眠研究--在诊断不确定时、有合并症的儿童或评估疑似严重 OSA 患儿围手术期风险时。目前不建议在腺扁桃体切除术前常规使用睡眠检查来确诊儿童阻塞性睡眠呼吸暂停(OSA)。我们报告了一项基于在腺扁桃体切除术前常规使用多通道睡眠研究(MCSS)的新型儿科睡眠服务的结果,并介绍了一项服务评估的结果,评估了我们的做法对治疗效果和成本的影响。我们对2018年7月至2019年6月期间在我们中心就诊的264名睡眠呼吸障碍儿童进行了一项回顾性研究,使用医疗记录和睡眠研究数据库来确定治疗效果和成本。利用耳鼻喉科医生为另一项前瞻性研究填写的调查问卷中的答复,我们将我们的成本与英国标准护理模式(即有选择地使用睡眠研究)的相关成本估算进行了比较。我们估计,我们常规使用 MCSS 的腺扁桃体切除术数量减少了 44%,但货币成本高于标准护理模式的估算。不过,我们注意到,如果重新配置我们的服务,在首次预约之前而不是之后安排睡眠检查,那么与标准模式相比,该服务的成本将不会增加。我们还估计,与标准护理相比,在我们的服务中使用家庭多通道研究将大大节省成本(每年 5 万至 8 万英镑)。
{"title":"Retrospective review of treatment outcomes and costs in children with sleep disordered breathing assessed with multi-channel studies","authors":"Michael Yanney , Nicola Rowbotham , Christabella Ng , Muhammad Zulkifli , Ahmed Shehata , Alagappan Chidambaram , Paraskevi Tsirevelou , Neil Fergie , Pathik Thakkar , Emma Crookes , Roy Dean , Andrew Prayle","doi":"10.1016/j.sleepx.2024.100115","DOIUrl":"10.1016/j.sleepx.2024.100115","url":null,"abstract":"<div><p>Current UK guidance on OSA management recommends only <em>selective</em> use of sleep studies - when there is diagnostic uncertainty, in children with comorbidities or to evaluate perioperative risk in those with suspected severe OSA. Routine use of sleep studies to confirm a diagnosis of obstructive sleep apnoea (OSA) in children before adenotonsillectomy is not currently recommended. We report the findings of a novel paediatric sleep service based on routine use of multi-channel sleep studies (MCSS) before adenotonsillectomy and present the results of a service evaluation assessing the impact of our practise on treatment outcomes and cost.</p><p>We conducted a retrospective study of 264 children with sleep disordered breathing seen in our centre between July 2018–June 2019, using medical records and a sleep study database to determine treatment outcomes and costs. Using responses from a questionnaire completed by otolaryngologists for a separate prospective study, we compare our costs with estimates of those associated with a standard UK model of care i.e. with selective use of sleep studies.</p><p>We estimate that our routine use of MCSS reduced the number of adenotonsillectomies by 44 % but at higher monetary costs than those estimated for the standard model of care. We note however, that reconfiguring our service to arrange a sleep study <em>before</em> the initial appointment, rather than after, would result in the service being cost neutral compared with the standard model. We also estimate that use of home multi-channel studies in our service would bring a significant cost saving (∼£50,000 - £80,000 per annum) compared to standard care.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100115"},"PeriodicalIF":0.0,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000132/pdfft?md5=726fe6d01800a47bbbb1f950cfa35cf7&pid=1-s2.0-S2590142724000132-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141029301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-04DOI: 10.1016/j.sleepx.2024.100114
Laura Simon , Yannik Terhorst , Caroline Cohrdes , Rüdiger Pryss , Lisa Steinmetz , Jon D. Elhai , Harald Baumeister
Introduction
Digital phenotyping can be an innovative and unobtrusive way to improve the detection of insomnia. This study explores the correlations between smartphone usage features (SUF) and insomnia symptoms and their predictive value for detecting insomnia symptoms.
Methods
In an observational study of a German convenience sample, the Insomnia Severity Index (ISI) and smartphone usage data (e.g., time the screen was active, longest time the screen was inactive in the night) for the previous 7 days were obtained. SUF (e.g., min, mean) were calculated from the smartphone usage data. Correlation analyses between the ISI and SUF were conducted. For the specification of the machine learning models (ML), 80 % of the data was allocated to training, 20 % to testing, and five-fold cross-validation was used. Six algorithms (support vector machine, XGBoost, Random Forest, k-Nearest-Neighbor, Naive Bayes, and Logistic Regressions) were specified to predict ISI scores ≥15.
Results
752 participants (51.1 % female, mean ISI = 10.23, mean age = 41.92) were included in the analyses. Small correlations between some of the SUF and insomnia symptoms were found. In the ML models, sensitivity was low, ranging from 0.05 to 0.27 in the testing subsample. Random Forest and Naive Bayes were the best-performing algorithms. Yet, their AUCs (0.57, 0.58 respectively) in the testing subsample indicated a low discrimination capacity.
Conclusions
Given the small magnitude of the correlations and low discrimination capacity of the ML models, SUFs, as measured in this study, do not appear to be sufficient for detecting insomnia symptoms. Further research is necessary to explore whether examining intra-individual variations and subpopulations or employing alternative smartphone sensors yields more promising outcomes.
{"title":"The predictive value of supervised machine learning models for insomnia symptoms through smartphone usage behavior","authors":"Laura Simon , Yannik Terhorst , Caroline Cohrdes , Rüdiger Pryss , Lisa Steinmetz , Jon D. Elhai , Harald Baumeister","doi":"10.1016/j.sleepx.2024.100114","DOIUrl":"https://doi.org/10.1016/j.sleepx.2024.100114","url":null,"abstract":"<div><h3>Introduction</h3><p>Digital phenotyping can be an innovative and unobtrusive way to improve the detection of insomnia. This study explores the correlations between smartphone usage features (SUF) and insomnia symptoms and their predictive value for detecting insomnia symptoms.</p></div><div><h3>Methods</h3><p>In an observational study of a German convenience sample, the Insomnia Severity Index (ISI) and smartphone usage data (e.g., time the screen was active, longest time the screen was inactive in the night) for the previous 7 days were obtained. SUF (e.g., min, mean) were calculated from the smartphone usage data. Correlation analyses between the ISI and SUF were conducted. For the specification of the machine learning models (ML), 80 % of the data was allocated to training, 20 % to testing, and five-fold cross-validation was used. Six algorithms (support vector machine, XGBoost, Random Forest, k-Nearest-Neighbor, Naive Bayes, and Logistic Regressions) were specified to predict ISI scores ≥15.</p></div><div><h3>Results</h3><p>752 participants (51.1 % female, mean ISI = 10.23, mean age = 41.92) were included in the analyses. Small correlations between some of the SUF and insomnia symptoms were found. In the ML models, sensitivity was low, ranging from 0.05 to 0.27 in the testing subsample. Random Forest and Naive Bayes were the best-performing algorithms. Yet, their AUCs (0.57, 0.58 respectively) in the testing subsample indicated a low discrimination capacity.</p></div><div><h3>Conclusions</h3><p>Given the small magnitude of the correlations and low discrimination capacity of the ML models, SUFs, as measured in this study, do not appear to be sufficient for detecting insomnia symptoms. Further research is necessary to explore whether examining intra-individual variations and subpopulations or employing alternative smartphone sensors yields more promising outcomes.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100114"},"PeriodicalIF":0.0,"publicationDate":"2024-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000120/pdfft?md5=4c8eadb46d2a544879cda1875f5a4516&pid=1-s2.0-S2590142724000120-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140894743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-03DOI: 10.1016/j.sleepx.2024.100113
Michael J. Thorpy , Clete A. Kushida , Richard Bogan , John Winkelman , Maurice M. Ohayon , Colin M. Shapiro , Jennifer Gudeman
Background
In the REST-ON clinical trial (NCT02720744), mean sleep latency on the Maintenance of Wakefulness Test (MWT) was significantly improved with extended-release once-nightly sodium oxybate (ON-SXB) vs placebo (P < 0.001) in participants with narcolepsy. This post hoc analysis assessed response to treatment and improvement in excessive daytime sleepiness.
Methods
Participants with narcolepsy aged ≥16 years were randomized 1:1 to receive ON-SXB (4.5 g, week 1; 6 g, weeks 2–3; 7.5 g, weeks 3–8; and 9 g, weeks 9–13) or placebo. Mean sleep latency on the MWT was measured across 5 trials of ≤30 min each. Post hoc assessments included percentage of participants whose sleep latency improved ≥5, ≥10, ≥15, and ≥20 min and with a mean sleep latency of 30 min.
Results
Significantly more participants receiving ON-SXB vs placebo experienced increased mean sleep latency ≥5 min (all doses P < 0.001), ≥10 min (all doses P < 0.001), ≥15 min (6 and 7.5 g, P < 0.001; 9 g, P < 0.01), and ≥20 min (6 g, P < 0.01; 7.5 g, P < 0.001; 9 g, P < 0.05). More participants receiving ON-SXB had mean sleep latency of 30 min vs placebo (6 g, 5.7 % vs 0 %, respectively [P < 0.05]; 7.5 g, 10.5 % vs 1.3 % [P < 0.05]; 9 g, 13.2 % vs 5.1 % [P = 0.143]).
Conclusions
Significantly more participants who received ON-SXB experienced increased mean sleep latency ≥5 to ≥20 min; at the 2 highest doses, >10 % remained awake for the entirety of the MWT. ON-SXB offers a once-at-bedtime treatment option for adults with narcolepsy.
{"title":"Improvement in sleep latency with extended-release once-nightly sodium oxybate for the treatment of adults with narcolepsy: Analysis from the phase 3 REST-ON clinical trial","authors":"Michael J. Thorpy , Clete A. Kushida , Richard Bogan , John Winkelman , Maurice M. Ohayon , Colin M. Shapiro , Jennifer Gudeman","doi":"10.1016/j.sleepx.2024.100113","DOIUrl":"https://doi.org/10.1016/j.sleepx.2024.100113","url":null,"abstract":"<div><h3>Background</h3><p>In the REST-ON clinical trial (NCT02720744), mean sleep latency on the Maintenance of Wakefulness Test (MWT) was significantly improved with extended-release once-nightly sodium oxybate (ON-SXB) vs placebo (<em>P</em> < 0.001) in participants with narcolepsy. This post hoc analysis assessed response to treatment and improvement in excessive daytime sleepiness.</p></div><div><h3>Methods</h3><p>Participants with narcolepsy aged ≥16 years were randomized 1:1 to receive ON-SXB (4.5 g, week 1; 6 g, weeks 2–3; 7.5 g, weeks 3–8; and 9 g, weeks 9–13) or placebo. Mean sleep latency on the MWT was measured across 5 trials of ≤30 min each. Post hoc assessments included percentage of participants whose sleep latency improved ≥5, ≥10, ≥15, and ≥20 min and with a mean sleep latency of 30 min.</p></div><div><h3>Results</h3><p>Significantly more participants receiving ON-SXB vs placebo experienced increased mean sleep latency ≥5 min (all doses <em>P</em> < 0.001), ≥10 min (all doses <em>P</em> < 0.001), ≥15 min (6 and 7.5 g, <em>P</em> < 0.001; 9 g, <em>P</em> < 0.01), and ≥20 min (6 g, <em>P</em> < 0.01; 7.5 g, <em>P</em> < 0.001; 9 g, <em>P</em> < 0.05). More participants receiving ON-SXB had mean sleep latency of 30 min vs placebo (6 g, 5.7 % vs 0 %, respectively [<em>P</em> < 0.05]; 7.5 g, 10.5 % vs 1.3 % [<em>P</em> < 0.05]; 9 g, 13.2 % vs 5.1 % [<em>P</em> = 0.143]).</p></div><div><h3>Conclusions</h3><p>Significantly more participants who received ON-SXB experienced increased mean sleep latency ≥5 to ≥20 min; at the 2 highest doses, >10 % remained awake for the entirety of the MWT. ON-SXB offers a once-at-bedtime treatment option for adults with narcolepsy.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100113"},"PeriodicalIF":0.0,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000119/pdfft?md5=b9d301802075b761e2f987d477a38f42&pid=1-s2.0-S2590142724000119-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140900942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-03DOI: 10.1016/j.sleepx.2024.100112
Sakshi Arora, Pravin Sahadevan, Jonas S. Sundarakumar
Objective
To measure the association of sleep quality with physical (i.e., grip strength, functional mobility, balance) and psychological (depression, anxiety) health indicators in an overweight/obese population.
Methods
Baseline data of 2337 participants (1382 overweight/obese and 955 normal weight) from an aging cohort in rural southern India (CBR-SANSCOG) was analyzed retrospectively. Assessment tools included the Pittsburgh Sleep Quality Index (PSQI) for sleep quality, dynamometry for Hand Grip Strength (HGS), Timed Up-and-Go (TUG) for functional mobility, Chair Stand Test (CST) for lower limb strength, Geriatric Depression scale (GDS-30) for depressive symptoms and Generalized Anxiety Disorder scale (GAD-7) for anxiety symptoms. Linear regression models, adjusted for known confounders, were used to examine the association of sleep quality with the health parameters in overweight/obese and normal-weight groups.
Results
In the fully adjusted model, higher global PSQI score was associated with higher TUG time (β = 0.06, 95 % CI: 0.004,0.12), higher scores on GDS (β = 1.08, 95 % CI: 0.96,1.20) and GAD (β = 0.71, 95 % CI: 0.62,0.79), and lower scores on CST (β = -0.12, 95 % CI: -0.19,-0.06) in overweight/obese individuals. The sleep disturbance sub-component of PSQI was associated with most of the physical (TUG, CST) and psychological (GDS and GAD) health indicators. Sleep duration and use of sleep medication showed no significant association with any of the health indicators.
Conclusion
The concurrent presence of poor sleep quality and overweight/obesity could worsen physical and psychological health in middle-aged and older adults. We highlight the importance of early detection and timely management of sleep problems in this population to reduce physical and psychological morbidities.
{"title":"Association of sleep quality with physical and psychological health indicators in overweight and obese rural Indians","authors":"Sakshi Arora, Pravin Sahadevan, Jonas S. Sundarakumar","doi":"10.1016/j.sleepx.2024.100112","DOIUrl":"https://doi.org/10.1016/j.sleepx.2024.100112","url":null,"abstract":"<div><h3>Objective</h3><p>To measure the association of sleep quality with physical (i.e., grip strength, functional mobility, balance) and psychological (depression, anxiety) health indicators in an overweight/obese population.</p></div><div><h3>Methods</h3><p>Baseline data of 2337 participants (1382 overweight/obese and 955 normal weight) from an aging cohort in rural southern India (CBR-SANSCOG) was analyzed retrospectively. Assessment tools included the Pittsburgh Sleep Quality Index (PSQI) for sleep quality, dynamometry for Hand Grip Strength (HGS), Timed Up-and-Go (TUG) for functional mobility, Chair Stand Test (CST) for lower limb strength, Geriatric Depression scale (GDS-30) for depressive symptoms and Generalized Anxiety Disorder scale (GAD-7) for anxiety symptoms. Linear regression models, adjusted for known confounders, were used to examine the association of sleep quality with the health parameters in overweight/obese and normal-weight groups.</p></div><div><h3>Results</h3><p>In the fully adjusted model, higher global PSQI score was associated with higher TUG time (β = 0.06, 95 % CI: 0.004,0.12), higher scores on GDS (β = 1.08, 95 % CI: 0.96,1.20) and GAD (β = 0.71, 95 % CI: 0.62,0.79), and lower scores on CST (β = -0.12, 95 % CI: -0.19,-0.06) in overweight/obese individuals. The sleep disturbance sub-component of PSQI was associated with most of the physical (TUG, CST) and psychological (GDS and GAD) health indicators. Sleep duration and use of sleep medication showed no significant association with any of the health indicators.</p></div><div><h3>Conclusion</h3><p>The concurrent presence of poor sleep quality and overweight/obesity could worsen physical and psychological health in middle-aged and older adults. We highlight the importance of early detection and timely management of sleep problems in this population to reduce physical and psychological morbidities.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100112"},"PeriodicalIF":0.0,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000107/pdfft?md5=4423250c2c60013e04bac44d8afbc6ff&pid=1-s2.0-S2590142724000107-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140952197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-18DOI: 10.1016/j.sleepx.2024.100111
Michael Yanney , Nicola Rowbotham , Christabella Ng , Muhammad Zulkifli , Ahmed Shehata , Alagappan Chidambaram , Paraskevi Tsirevelou , Neil Fergie , Pathik Thakkar , Emma Crookes , Roy Dean , Andrew Prayle
There are significant variations in practice regarding the use of sleep studies in children with symptoms of sleep disordered breathing (SDB) prior to adenotonsillectomy. Current UK guidance recommends the selective use of sleep studies to confirm a diagnosis of obstructive sleep apnoea (OSA) when there is diagnostic uncertainty, in children with comorbidities, or to assess perioperative risk when severe OSA is suspected. We have developed a novel paediatric sleep service over the past decade based on the routine use of multi-channel sleep studies (MCSS) before adenotonsillectomy. We present the results of a prospective evaluation assessing the impact of our service on treatment outcomes.
We conducted a prospective service evaluation of 49 children with SDB seen between July 2021 and August 2022. We used medical records and a sleep study database to determine treatment outcomes. Otolaryngologists completed a questionnaire before each multi-channel sleep study to help evaluate the impact of sleep study findings on surgical decision making.
Questionnaire responses before MCSS showed that clinicians thought 66 % of children were ‘likely’, ‘very likely’ or ‘definitely’ would require surgery but only 54 % of children underwent surgery following their sleep study. We estimate that the use of MCSS was associated with a 21 % reduction in children undergoing surgery in this small sample.
We conclude that our use of MCSS facilitates conservative management, allowing a significant reduction in the number of children with SDB undergoing surgery, but further validation of MCSS against polysomnography is required.
{"title":"Prospective evaluation of the impact of multi-channel studies on treatment outcomes in children with sleep disordered breathing","authors":"Michael Yanney , Nicola Rowbotham , Christabella Ng , Muhammad Zulkifli , Ahmed Shehata , Alagappan Chidambaram , Paraskevi Tsirevelou , Neil Fergie , Pathik Thakkar , Emma Crookes , Roy Dean , Andrew Prayle","doi":"10.1016/j.sleepx.2024.100111","DOIUrl":"10.1016/j.sleepx.2024.100111","url":null,"abstract":"<div><p>There are significant variations in practice regarding the use of sleep studies in children with symptoms of sleep disordered breathing (SDB) prior to adenotonsillectomy. Current UK guidance recommends the selective use of sleep studies to confirm a diagnosis of obstructive sleep apnoea (OSA) when there is diagnostic uncertainty, in children with comorbidities, or to assess perioperative risk when severe OSA is suspected. We have developed a novel paediatric sleep service over the past decade based on the routine use of multi-channel sleep studies (MCSS) before adenotonsillectomy. We present the results of a prospective evaluation assessing the impact of our service on treatment outcomes.</p><p>We conducted a prospective service evaluation of 49 children with SDB seen between July 2021 and August 2022. We used medical records and a sleep study database to determine treatment outcomes. Otolaryngologists completed a questionnaire before each multi-channel sleep study to help evaluate the impact of sleep study findings on surgical decision making.</p><p>Questionnaire responses before MCSS showed that clinicians thought 66 % of children were ‘likely’, ‘very likely’ or ‘definitely’ would require surgery but only 54 % of children underwent surgery following their sleep study. We estimate that the use of MCSS was associated with a 21 % reduction in children undergoing surgery in this small sample.</p><p>We conclude that our use of MCSS facilitates conservative management, allowing a significant reduction in the number of children with SDB undergoing surgery, but further validation of MCSS against polysomnography is required.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100111"},"PeriodicalIF":0.0,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000090/pdfft?md5=2f316020c07fb1bb8d4ff7f7013eeef0&pid=1-s2.0-S2590142724000090-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140767108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-30DOI: 10.1016/j.sleepx.2024.100109
Michael J. Thorpy, Clete A. Kushida, Richard Bogan, Akinyemi O. Ajayi, Bruce C. Corser, Jennifer Gudeman
Background
Once-nightly sodium oxybate (ON-SXB), an extended-release oxybate formulation, yielded significant (P < 0.001 at 6 g, 7.5 g, and 9 g) reductions in cataplexy episodes in participants in the phase 3 REST-ON clinical trial (NCT02720744). This post hoc analysis from REST-ON further characterized changes in cataplexy episodes in participants with narcolepsy type 1 (NT1).
Methods
Participants with narcolepsy aged ≥16 years received ON-SXB (1 wk, 4.5 g; 2 wk, 6 g; 5 wk, 7.5 g; 5 wk, 9 g) or placebo. Percentages of participants with NT1 who had ≥25%, ≥50%, ≥75%, and 100% reductions from baseline in mean number of weekly cataplexy episodes were determined. Two-sided P values comparing ON-SXB vs placebo were calculated with Fisher exact test.
Results
Participants with NT1 (ON-SXB, n = 73; placebo, n = 72; modified intent-to-treat population) had a baseline mean number of weekly cataplexy episodes of 18.9 (ON-SXB) and 19.8 (placebo). Of participants receiving the highest doses of ON-SXB (7.5 and 9 g), approximately half had a 50% reduction, one-third had a 75% reduction, and one-tenth had a 100% reduction in their cataplexy episodes vs placebo. Significantly greater proportions of participants receiving ON-SXB vs placebo had respective reductions in weekly cataplexy episodes of ≥25% at weeks 1 (4.5 g; P < 0.05), 3 (6 g; P < 0.001), 8 (7.5 g; P < 0.001), and 13 (9 g; P = 0.001).
Conclusions
A significantly greater proportion of participants receiving ON-SXB vs placebo experienced reductions in weekly cataplexy episodes at all tested doses. Approximately 10% of participants taking the 2 highest ON-SXB doses had complete elimination of their cataplexy.
{"title":"Cataplexy response with extended-release once-nightly sodium oxybate: Post hoc responder analyses from the phase 3 REST-ON clinical trial","authors":"Michael J. Thorpy, Clete A. Kushida, Richard Bogan, Akinyemi O. Ajayi, Bruce C. Corser, Jennifer Gudeman","doi":"10.1016/j.sleepx.2024.100109","DOIUrl":"https://doi.org/10.1016/j.sleepx.2024.100109","url":null,"abstract":"<div><h3>Background</h3><p>Once-nightly sodium oxybate (ON-SXB), an extended-release oxybate formulation, yielded significant (<em>P</em> < 0.001 at 6 g, 7.5 g, and 9 g) reductions in cataplexy episodes in participants in the phase 3 REST-ON clinical trial (NCT02720744). This post hoc analysis from REST-ON further characterized changes in cataplexy episodes in participants with narcolepsy type 1 (NT1).</p></div><div><h3>Methods</h3><p>Participants with narcolepsy aged ≥16 years received ON-SXB (1 wk, 4.5 g; 2 wk, 6 g; 5 wk, 7.5 g; 5 wk, 9 g) or placebo. Percentages of participants with NT1 who had ≥25%, ≥50%, ≥75%, and 100% reductions from baseline in mean number of weekly cataplexy episodes were determined. Two-sided <em>P</em> values comparing ON-SXB vs placebo were calculated with Fisher exact test.</p></div><div><h3>Results</h3><p>Participants with NT1 (ON-SXB, n = 73; placebo, n = 72; modified intent-to-treat population) had a baseline mean number of weekly cataplexy episodes of 18.9 (ON-SXB) and 19.8 (placebo). Of participants receiving the highest doses of ON-SXB (7.5 and 9 g), approximately half had a 50% reduction, one-third had a 75% reduction, and one-tenth had a 100% reduction in their cataplexy episodes vs placebo. Significantly greater proportions of participants receiving ON-SXB vs placebo had respective reductions in weekly cataplexy episodes of ≥25% at weeks 1 (4.5 g; <em>P</em> < 0.05), 3 (6 g; <em>P</em> < 0.001), 8 (7.5 g; <em>P</em> < 0.001), and 13 (9 g; <em>P</em> = 0.001).</p></div><div><h3>Conclusions</h3><p>A significantly greater proportion of participants receiving ON-SXB vs placebo experienced reductions in weekly cataplexy episodes at all tested doses. Approximately 10% of participants taking the 2 highest ON-SXB doses had complete elimination of their cataplexy.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100109"},"PeriodicalIF":0.0,"publicationDate":"2024-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000077/pdfft?md5=3c240260906d5285541adb65be6076fd&pid=1-s2.0-S2590142724000077-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140347962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-30DOI: 10.1016/j.sleepx.2024.100110
Zeina Al-Khalil , Hrayr Attarian , Galit Levi Dunietz , Ronald Gavidia Romero , Kristen Knutson , Dayna A. Johnson
Despite the importance of sleep to overall health and well-being, there is a high prevalence of undiagnosed sleep disorders and adverse sleep health, particularly among vulnerable populations. Such vulnerable populations include people experiencing homelessness (PEH), refugees, and incarcerated individuals. In this narrative review, we provide an overview of the literature on sleep health and disorders among key and vulnerable populations (e.g., PEH, refugees, and incarcerated individuals). The limited research among these populations indicated a high prevalence of sleep disorders, mainly insomnia, short sleep duration, and fatigue. Substance abuse and PTSD were commonly found among PEH and refugee populations, respectively, which were was related to poor sleep. Similar across the included vulnerable populations, the individuals reside in environments/facilities with inopportune light exposure, noise disruption, inadequate bedding, and forced sleep schedules. Studies also found a high prevalence of psychosocial stress and reports of threats to safety, which were associated with poor sleep health outcomes. Additionally, several studies reported environmental barriers to adherence to sleep disorder treatment. This paper highlighted the conditions in which these vulnerable populations reside, which may inform interventions within these various facilities (homeless shelters, refugee camps, prisons/jails). The improvement of these facilities with a sleep equity focus may in turn improve quality of life and daily functioning.
{"title":"Sleep health inequities in vulnerable populations: Beyond sleep deserts","authors":"Zeina Al-Khalil , Hrayr Attarian , Galit Levi Dunietz , Ronald Gavidia Romero , Kristen Knutson , Dayna A. Johnson","doi":"10.1016/j.sleepx.2024.100110","DOIUrl":"10.1016/j.sleepx.2024.100110","url":null,"abstract":"<div><p>Despite the importance of sleep to overall health and well-being, there is a high prevalence of undiagnosed sleep disorders and adverse sleep health, particularly among vulnerable populations. Such vulnerable populations include people experiencing homelessness (PEH), refugees, and incarcerated individuals. In this narrative review, we provide an overview of the literature on sleep health and disorders among key and vulnerable populations (e.g., PEH, refugees, and incarcerated individuals). The limited research among these populations indicated a high prevalence of sleep disorders, mainly insomnia, short sleep duration, and fatigue. Substance abuse and PTSD were commonly found among PEH and refugee populations, respectively, which were was related to poor sleep. Similar across the included vulnerable populations, the individuals reside in environments/facilities with inopportune light exposure, noise disruption, inadequate bedding, and forced sleep schedules. Studies also found a high prevalence of psychosocial stress and reports of threats to safety, which were associated with poor sleep health outcomes. Additionally, several studies reported environmental barriers to adherence to sleep disorder treatment. This paper highlighted the conditions in which these vulnerable populations reside, which may inform interventions within these various facilities (homeless shelters, refugee camps, prisons/jails). The improvement of these facilities with a sleep equity focus may in turn improve quality of life and daily functioning.</p></div>","PeriodicalId":37065,"journal":{"name":"Sleep Medicine: X","volume":"7 ","pages":"Article 100110"},"PeriodicalIF":0.0,"publicationDate":"2024-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590142724000089/pdfft?md5=29b43dff8ff4b00ee602a30cd7a417dd&pid=1-s2.0-S2590142724000089-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140401328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}