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Assessment of Sleep Measures and their agreement: Youth-Reported, Caregiver-Reported, and Fitbit-Derived Data in a Large Early Adolescent Cohort.
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-15 DOI: 10.1093/sleep/zsaf065
Orsolya Kiss, Adrianna Shaska, Eva M Müller-Oehring, Brant P Hasler, Peter L Franzen, Douglas H Fitzgerald, Duncan B Clark, Fiona C Baker
{"title":"Assessment of Sleep Measures and their agreement: Youth-Reported, Caregiver-Reported, and Fitbit-Derived Data in a Large Early Adolescent Cohort.","authors":"Orsolya Kiss, Adrianna Shaska, Eva M Müller-Oehring, Brant P Hasler, Peter L Franzen, Douglas H Fitzgerald, Duncan B Clark, Fiona C Baker","doi":"10.1093/sleep/zsaf065","DOIUrl":"https://doi.org/10.1093/sleep/zsaf065","url":null,"abstract":"<p><strong>Study objectives: </strong>Adequate sleep is essential for adolescents' physical, emotional, and cognitive well-being. However, accurately capturing the complex components of sleep in this demographic is challenging, especially with retrospective self-report measures. This study aims to compare sleep data obtained from youth reports, caregiver reports, and Fitbit devices among early adolescents.</p><p><strong>Methods: </strong>Data from 11,879 adolescents (11-14 years, 47.83% female), in Year 2 of the Adolescent Brain Cognitive Development (ABCD) Study, were analyzed. Adolescents self-reported their sleep characteristics using the Munich Chronotype Questionnaire, and caregivers provided data through the Children's Sleep Disturbance Scale. Additionally, a subset of participants (N = 3,803) wore Fitbit Charge 2 devices for 21 days. We assessed the questionnaires' internal consistency and utilized Bland-Altman and interclass correlation analyses for comparing self-reported sleep characteristics with Fitbit measures.</p><p><strong>Results: </strong>Youth-reported and caregiver-reported sleep questionnaires demonstrated acceptable internal consistency. Discrepancies between caregiver and adolescent reports were more pronounced when adolescents reported sleep periods of less than 7 hours. Compared to Fitbit measurements, adolescents' self-reports showed a reasonably high agreement on sleep period and bedtime, while agreement on duration of wakefulness after sleep onset and sleep onset latency was poor.</p><p><strong>Conclusions: </strong>Results show reasonable agreement between adolescent self-reports and Fitbit measurements of sleep period and indicate their usefulness in assessing sleep behavior in adolescents. Caregivers provided valuable perspectives of the youth's sleep disturbances, however, they tended to overestimate sleep duration. These findings offer important methodological insights and highlight the necessity of adopting multi-dimensional approaches to assess sleep in adolescents.</p>","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143634120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Tailoring deep brain stimulation for sleep: using actigraphy to understand the relationship between Parkinsonian brain activity and behavioural state. 为睡眠量身定制深部脑刺激:使用行为记录仪了解帕金森患者大脑活动与行为状态之间的关系。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-15 DOI: 10.1093/sleep/zsaf066
Joram J van Rheede, Andrew Sharott
{"title":"Tailoring deep brain stimulation for sleep: using actigraphy to understand the relationship between Parkinsonian brain activity and behavioural state.","authors":"Joram J van Rheede, Andrew Sharott","doi":"10.1093/sleep/zsaf066","DOIUrl":"https://doi.org/10.1093/sleep/zsaf066","url":null,"abstract":"","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143634219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages. 利用整夜多通道睡眠研究数据对睡眠阶段进行精确分类的基础转换器。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-13 DOI: 10.1093/sleep/zsaf061
Benjamin Fox, Joy Jiang, Sajila Wickramaratne, Patricia Kovatch, Mayte Suarez-Farinas, Neomi A Shah, Ankit Parekh, Girish N Nadkarni
{"title":"A foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages.","authors":"Benjamin Fox, Joy Jiang, Sajila Wickramaratne, Patricia Kovatch, Mayte Suarez-Farinas, Neomi A Shah, Ankit Parekh, Girish N Nadkarni","doi":"10.1093/sleep/zsaf061","DOIUrl":"10.1093/sleep/zsaf061","url":null,"abstract":"<p><strong>Study objectives: </strong>To evaluate whether a foundational transformer using 8-hour, multichannel polysomnogram (PSG) data can effectively encode signals and classify sleep stages with state-of-the-art performance.</p><p><strong>Methods: </strong>The Sleep Heart Health Study, Wisconsin Sleep Cohort, and Osteoporotic Fractures in Men (MrOS) Study Visit 1 were used for training, and the Multi-Ethnic Study of Atherosclerosis (MESA), Apnea Positive Pressure Long-term Efficacy Study (APPLES), and MrOS visit 2 served as independent test sets. We developed PFTSleep, a self-supervised foundational transformer that encodes full night sleep studies with brain, movement, cardiac, oxygen, and respiratory channels. These representations were used to train another model to classify sleep stages. We compared our results to existing methods, examined differences in performance by varying channel input data and training dataset size, and investigated an AI explainability tool to analyze decision processes.</p><p><strong>Results: </strong>PFTSleep was trained with 13,888 sleep studies and tested on 4,169 independent studies. Cohen's Kappa scores were 0.81 for our held-out set, 0.59 for APPLES, 0.60 for MESA, and 0.75 for MrOS Visit 2. Performance increases to 0.76 on a held-out MESA set when MESA is included in the training of the classifier head but not the transformer. Compared to other state-of-the-art AI models, our model shows high performance across diverse datasets while only using task agnostic PSG representations from a foundational transformer as input for sleep stage classification.</p><p><strong>Conclusions: </strong>Full night, multichannel PSG representations from a foundational transformer enable accurate sleep stage classification comparable to state-of-the-art AI methods across diverse datasets.</p>","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143624650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Is it time to revisit the scoring of Slow Wave (N3) Sleep?
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-13 DOI: 10.1093/sleep/zsaf063
Shaun Davidson, Rachel Sharman, Simon D Kyle, Lionel Tarassenko
{"title":"Is it time to revisit the scoring of Slow Wave (N3) Sleep?","authors":"Shaun Davidson, Rachel Sharman, Simon D Kyle, Lionel Tarassenko","doi":"10.1093/sleep/zsaf063","DOIUrl":"https://doi.org/10.1093/sleep/zsaf063","url":null,"abstract":"<p><p>The use of a fixed electroencephalogram (EEG) amplitude threshold of 75 µV for labelling slow waves is a subject of ongoing discussion given EEG amplitude is known to vary with age and sex. This paper investigates the impact of this amplitude threshold on age- and sex-related trends in visually-annotated SWS. Automated methods for labelling SWS using data-driven thresholds and amplitude- or frequency-based inputs are developed. Age- and sex-related trends in SWS derived from visual annotation and automated labelling are then compared across a cohort of 2,913 participants from the Sleep Heart Health Study. In the selected cohort, males exhibit an age-related decrease in visually-annotated SWS, which is preserved when using automated labelling. In contrast, females exhibit a mild age-related increase in visually-annotated and amplitude-labelled SWS, but an age-related decrease in frequency-labelled SWS. Further, using frequency-labelled SWS results in a reduction in SWS in females to a level comparable to that of males. Overall, the consistency of age-related trends in SWS in males between visual annotation and automated labelling, as well as the lack of consistency in these trends in females, is striking. Given that the 75 µV amplitude threshold was established using data acquired primarily from young males, these results suggest that observed sex-based differences in visually-annotated SWS may be artefactual rather than physiological, and a result of the 75 µV amplitude criterion. This sex-related disparity highlights the need for the AASM guidelines for scoring SWS to be reviewed and updated to provide equivalent performance for males and females.</p>","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143617317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Association of estimated glomerular filtration rate with the incidence of sleep apnea syndrome. 估计肾小球滤过率与睡眠呼吸暂停综合征发病率的关系。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-11 DOI: 10.1093/sleep/zsae302
Tatsuhiko Azegami, Hidehiro Kaneko, Akira Okada, Yuta Suzuki, Toshiyuki Ko, Katsuhito Fujiu, Norifumi Takeda, Hiroyuki Morita, Norihiko Takeda, Takashi Yokoo, Hideo Yasunaga, Masaomi Nangaku, Kaori Hayashi
{"title":"Association of estimated glomerular filtration rate with the incidence of sleep apnea syndrome.","authors":"Tatsuhiko Azegami, Hidehiro Kaneko, Akira Okada, Yuta Suzuki, Toshiyuki Ko, Katsuhito Fujiu, Norifumi Takeda, Hiroyuki Morita, Norihiko Takeda, Takashi Yokoo, Hideo Yasunaga, Masaomi Nangaku, Kaori Hayashi","doi":"10.1093/sleep/zsae302","DOIUrl":"10.1093/sleep/zsae302","url":null,"abstract":"<p><strong>Study objectives: </strong>Sleep apnea syndrome (SAS) is potentially linked to life-threatening conditions. The decline in kidney function is involved in the development of various diseases; however, it remains unclear whether it is implicated in the onset of SAS. Therefore, this study aimed to investigate the relationship between kidney function and the incidence of SAS.</p><p><strong>Methods: </strong>The association of estimated glomerular filtration rate (eGFR) with the incidence of SAS was assessed retrospectively using real-world administrative claims and health checkup data collected between April 2014 and November 2022. To strengthen robustness, three stratified analyses and four sensitivity analyses were conducted.</p><p><strong>Results: </strong>We assessed 1 589 259 individuals for the analysis. During a median (interquartile range) follow-up of 1167 (652-1699) days, 11 054 cases of SAS events were documented. Multivariable Cox regression analyses after adjusting for potential confounders, including age, sex, body mass index, hypertension, diabetes, dyslipidemia, cigarette smoking, alcohol drinking, and physical inactivity, demonstrated that the decrease in eGFR (eGFR ≥ 90, 60-89, 45-59, 30-44, and <30 mL/min/1.73 m2) was associated with a higher risk of SAS (hazard ratio [95% confidence intervals]; 1 [reference value], 1.13 [1.06-1.20], 1.22 [1.13-1.32], 1.34 [1.17-1.52], 1.82 [1.43-2.33]). In the restricted cubic spline regression model, the risk of developing SAS increased with the reduction in eGFR. The results of the sensitivity analyses were consistent with the primary findings.</p><p><strong>Conclusion: </strong>Our analysis utilizing a large-scale population-based cohort concluded that reduced eGFR is associated with the risk of developing SAS in a dose-dependent manner.</p>","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11893532/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142865247","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
Event-related potentials as neurophysiological predictors of high-risk isolated REM sleep behavior disorder patients. 事件相关电位作为高危孤立性快速眼动睡眠行为障碍患者的神经生理预测因子。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-11 DOI: 10.1093/sleep/zsae311
Giuseppe Lanza, Maria P Mogavero, Raffaele Ferri
{"title":"Event-related potentials as neurophysiological predictors of high-risk isolated REM sleep behavior disorder patients.","authors":"Giuseppe Lanza, Maria P Mogavero, Raffaele Ferri","doi":"10.1093/sleep/zsae311","DOIUrl":"10.1093/sleep/zsae311","url":null,"abstract":"","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11893523/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142915691","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
Spectral dynamics prior to motor events differ between NREM sleep parasomnias and healthy sleepers. NREM 睡眠妄想症患者与健康睡眠者在运动事件发生前的频谱动态存在差异。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-11 DOI: 10.1093/sleep/zsae252
Anna Castelnovo, Greta Mainieri, Giuseppe Loddo, Spyros Balafas, Chiara Brombin, Giulia Balella, Angelica Montini, Clelia Di Serio, Mauro Manconi, Federica Provini
{"title":"Spectral dynamics prior to motor events differ between NREM sleep parasomnias and healthy sleepers.","authors":"Anna Castelnovo, Greta Mainieri, Giuseppe Loddo, Spyros Balafas, Chiara Brombin, Giulia Balella, Angelica Montini, Clelia Di Serio, Mauro Manconi, Federica Provini","doi":"10.1093/sleep/zsae252","DOIUrl":"10.1093/sleep/zsae252","url":null,"abstract":"<p><strong>Study objectives: </strong>The umbrella term \"Disorders of Arousal\" (DoA), encompassing sleepwalking, confusional arousals, and sleep terrors, refers to parasomnias manifesting during nonrapid eye movement (NREM) sleep, commonly thought to arise from an aberrant arousal process. While previous studies have detailed electroencephalographic (EEG) changes linked to DoA episodes, it remains uncertain how these alterations differ from a physiological arousal process. This study directly compared brain activity between DoA episodes and arousals associated with physiological movements (motor arousal) in individuals with DoA and healthy sleepers.</p><p><strong>Methods: </strong>Fifty-three adult participants with DoA (25 males, 32.2 ± 15.5 years) and 33 control participants (14 males, 31.4 ± 11.4 years) underwent one or more home EEG recordings. A semiparametric regression model was employed to elucidate the complex relationship between EEG activity across channels, within and across different groups, including motor arousals in DoA (n = 169), parasomnia episodes in DoA (n = 361), and motor arousals in healthy sleepers (n = 137).</p><p><strong>Results: </strong>Parasomnia episodes and motor arousals in both groups were preceded by a diffuse increase in slow-wave activity (SWA) and beta power, and a widespread decrease in sigma power. However, motor arousals in DoA displayed lower beta and central sigma than in healthy sleepers. Within participants with DoA, episodes were preceded by lower beta, frontal sigma, and higher SWA than motor arousals.</p><p><strong>Conclusions: </strong>Our findings suggest that the arousal process is altered in participants with DoA, and that specific EEG patterns are required for DoA episodes to emerge. These insights will help guide future research into the underlying circuits and objective markers of DoA.</p>","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142508308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Overexpression of α-synuclein in Pigment Dispersing Factor neurons alters sleep-wake pattern by regulating lipid metabolism in Drosophila. 果蝇PDF神经元α-突触核蛋白过表达通过调节脂质代谢改变睡眠-觉醒模式。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-11 DOI: 10.1093/sleep/zsae297
Dong Xia, Ying Chen, Xiang Fu, Hui-Yi Liu, Mu-Yan Sun, Fen Wang, Yong Zhang, Chun-Feng Liu, Jun-Yi Liu
{"title":"Overexpression of α-synuclein in Pigment Dispersing Factor neurons alters sleep-wake pattern by regulating lipid metabolism in Drosophila.","authors":"Dong Xia, Ying Chen, Xiang Fu, Hui-Yi Liu, Mu-Yan Sun, Fen Wang, Yong Zhang, Chun-Feng Liu, Jun-Yi Liu","doi":"10.1093/sleep/zsae297","DOIUrl":"10.1093/sleep/zsae297","url":null,"abstract":"<p><p>Parkinson's disease (PD) is a complex neurodegenerative disorder, characterized by the aggregation of α-synuclein (α-syn). Current research increasingly indicates the prevalence of sleep-wake disorders in early-stage PD, although the underlying pathogenic mechanisms remain unclear. In this study, transgenic Drosophila models were utilized to observe excessive daytime sleepiness and impaired anticipation in flies overexpressing α-syn in pan-neurons and circadian clock neurons. Additionally, deficits in projection of Pigment Dispersing Factor (PDF) neuron terminals, which are involved in Drosophila sleep and circadian rhythm, were identified. An imbalance in lipid metabolism homeostasis was detected in the brains of α-syn overexpressing mutants. Ultimately, the inhibition of Sterol Regulatory Element-Binding Protein (SREBP) activity led to an improvement in the reduced daytime sleep duration phenotype. Our results suggest that lipid pathways play a role in sleep-wake disorders triggered by α-syn mutation and aggregation, thereby providing valuable insights into potential therapeutic avenues for disrupted sleep patterns associated with PD.</p>","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142872847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Circadian clock gene variants in two Japanese families with familial advanced sleep phase. 两个家族性睡眠阶段提前的日本家庭的生物钟基因变异。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-11 DOI: 10.1093/sleep/zsae309
Motoki Ukai, Akiko Hida, Shingo Kitamura, Yuichi Inoue, Kazuo Mishima
{"title":"Circadian clock gene variants in two Japanese families with familial advanced sleep phase.","authors":"Motoki Ukai, Akiko Hida, Shingo Kitamura, Yuichi Inoue, Kazuo Mishima","doi":"10.1093/sleep/zsae309","DOIUrl":"10.1093/sleep/zsae309","url":null,"abstract":"","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142955404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Exploring the bidirectional relationship between chronic kidney disease and obstructive sleep apnea. 探讨慢性肾病与阻塞性睡眠呼吸暂停的双向关系。
IF 5.6 2区 医学
Sleep Pub Date : 2025-03-11 DOI: 10.1093/sleep/zsaf002
Yu-Hsiang Lin, Kuo-Jen Lin, Jau-Yuan Chen
{"title":"Exploring the bidirectional relationship between chronic kidney disease and obstructive sleep apnea.","authors":"Yu-Hsiang Lin, Kuo-Jen Lin, Jau-Yuan Chen","doi":"10.1093/sleep/zsaf002","DOIUrl":"10.1093/sleep/zsaf002","url":null,"abstract":"","PeriodicalId":22018,"journal":{"name":"Sleep","volume":" ","pages":""},"PeriodicalIF":5.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11893522/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142972216","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
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