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Kang S, Hong JK, Kim CH, Kim JS, Yoon IY. REM sleep without atonia and neurocognitive function in isolated REM sleep behaviour disorder: Cross-sectional and longitudinal study. J Sleep Res 2024:e14336. [PMID: 39255818 DOI: 10.1111/jsr.14336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 08/01/2024] [Accepted: 08/27/2024] [Indexed: 09/12/2024]
Abstract
This study investigated the relationship between rapid eye movement sleep without atonia and cognitive profiles in individuals diagnosed with isolated rapid eye movement sleep behaviour disorder, assesssing both cross-sectional associations and their link to phenoconversion in a longitudinal follow-up. Participants underwent video-polysomnography, neurological examination, neuropsychological tests and structured interviews to confirm isolated rapid eye movement sleep behaviour disorder. Rapid eye movement sleep without atonia was manually scored using the Montreal method, and participants were categorized into either high or low electromyography activity groups, based on their tonic and phasic electromyography activities. The cross-sectional study included 250 patients with isolated rapid eye movement sleep behaviour disorder, revealing that those with high tonic electromyography activity exhibited significantly lower scores in the constructional praxis recall than those with low tonic electromyography activity (p = 0.002). In the longitudinal study, 79 participants (63 isolated rapid eye movement sleep behaviour disorder and 16 phenoconversion), tracked for at least 5 years, demonstrated that high tonic electromyography activity (odds ratio: 6.14; 95% confidence interval: 1.23-30.60; p = 0.027) and lower performance on the Trail Making Test A (odds ratio: 0.23; 95% confidence interval: 0.11-0.70; p = 0.007) were associated with future phenoconversion. These results confirm the link between tonic electromyography activity and neurodegeneration in isolated rapid eye movement sleep behaviour disorder. Combining rapid eye movement sleep without atonia assessment with cognitive evaluation could serve as an early predictive marker for phenoconversion in clinical settings.
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Affiliation(s)
- Sukhoon Kang
- Department of Medicine, Yonsei University Graduate School, Seoul, Republic of Korea
| | - Jung Kyung Hong
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Chan-Hyung Kim
- Department of Medicine, Yonsei University Graduate School, Seoul, Republic of Korea
- Department of Psychiatry, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ji Soo Kim
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - In-Young Yoon
- Department of Psychiatry, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea
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Lee M, Do HS, Hong JK, Yoon IY. Network structure of REM sleep behavior disorder symptoms in iRBD patients. Sleep Med 2024; 124:1-8. [PMID: 39241433 DOI: 10.1016/j.sleep.2024.08.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 08/01/2024] [Accepted: 08/30/2024] [Indexed: 09/09/2024]
Abstract
OBJECTIVE Employing the REM Sleep Behavior Disorder Questionnaire-Hong Kong (RBDQ-HK) to investigate symptoms and their severity in rapid eye movement (REM) sleep behavior disorder (RBD) patients, this study delves into the construct of RBD through the RBDQ-HK and its links to depression and sleep quality. METHODS Data from the RBDQ-HK, the Geriatric Depression Scale (GDS), and the Pittsburgh Sleep Quality Index (PSQI) were compiled from individuals with isolated RBD (iRBD) confirmed by polysomnography. We constructed a network analysis of the RBDQ-HK, measured the centrality of each symptom (node), conducted Exploratory Graph Analysis (EGA) to unveil the dimension structure of the questionnaire, and calculated bridge expected influence (BEI) to identifying critical bridge. Multivariate linear regression was also employed to discover relationships between RBDQ-HK dimensions and variables such as PSQI and GDS. RESULTS In our cohort of 455 iRBD patients (299 males), the items in the RBDQ-HK were divided into three dimensions: dream, movement, and SRI/violence. The symptoms identified as most central to RBD were 'shouting or yelling in sleep', 'dream-enacting movements', and 'talking during sleep'. The highest (BEI) was 'violent and aggressive dreams', which has the potential to bridge three dimensions within the symptom network. Depression was significantly correlated with the movement and dream dimensions of RBD, and sleep quality was predominantly related to the dream dimension score. CONCLUSION Our findings verify that the principal symptoms of the RBDQ-HK align with the established diagnostic criteria and reveal a three-dimensional structure within RBD symptoms. The relationships between the RBD symptoms, depression, and sleep quality need to be identified for the effective management of RBD patients.
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Affiliation(s)
- Minji Lee
- Department of Psychiatry, Soonchunhyang University Seoul Hospital, Seoul, 04401, Republic of Korea
| | - Hyun Seok Do
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea
| | - Jung Kyung Hong
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea; Department of Psychiatry, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - In-Young Yoon
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea; Department of Psychiatry, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.
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Jeong E, Woo Shin Y, Byun JI, Sunwoo JS, Roascio M, Mattioli P, Giorgetti L, Famà F, Arnulfo G, Arnaldi D, Kim HJ, Jung KY. EEG-based machine learning models for the prediction of phenoconversion time and subtype in isolated rapid eye movement sleep behavior disorder. Sleep 2024; 47:zsae031. [PMID: 38330231 DOI: 10.1093/sleep/zsae031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 01/20/2024] [Indexed: 02/10/2024] Open
Abstract
STUDY OBJECTIVES Isolated rapid eye movement sleep behavior disorder (iRBD) is a prodromal stage of α-synucleinopathies and eventually phenoconverts to overt neurodegenerative diseases including Parkinson's disease (PD), dementia with Lewy bodies (DLB), and multiple system atrophy (MSA). Associations of baseline resting-state electroencephalography (EEG) with phenoconversion have been reported. In this study, we aimed to develop machine learning models to predict phenoconversion time and subtype using baseline EEG features in patients with iRBD. METHODS At baseline, resting-state EEG and neurological assessments were performed on patients with iRBD. Calculated EEG features included spectral power, weighted phase lag index, and Shannon entropy. Three models were used for survival prediction, and four models were used for α-synucleinopathy subtype prediction. The models were externally validated using data from a different institution. RESULTS A total of 236 iRBD patients were followed up for up to 8 years (mean 3.5 years), and 31 patients converted to α-synucleinopathies (16 PD, 9 DLB, 6 MSA). The best model for survival prediction was the random survival forest model with an integrated Brier score of 0.114 and a concordance index of 0.775. The K-nearest neighbor model was the best model for subtype prediction with an area under the receiver operating characteristic curve of 0.901. Slowing of the EEG was an important feature for both models. CONCLUSIONS Machine learning models using baseline EEG features can be used to predict phenoconversion time and its subtype in patients with iRBD. Further research including large sample data from many countries is needed to make a more robust model.
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Affiliation(s)
- El Jeong
- Interdisciplinary Program in Bioengineering, College of Engineering, Seoul National University, Seoul, South Korea
| | - Yong Woo Shin
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Jun-Sang Sunwoo
- Department of Neurology, Kangbuk Samsung Hospital, Seoul, South Korea
| | - Monica Roascio
- Department of Informatics, Bioengineering, Robotics and System engineering (DIBRIS), University of Genoa, Genoa, Italy
- RAISE (Robotics and AI for Socio-economic Empowerment) Ecosystem, Genoa, Italy
| | - Pietro Mattioli
- Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy
- Neurophysiopathology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Laura Giorgetti
- Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy
| | - Francesco Famà
- Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy
- Neurophysiopathology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Gabriele Arnulfo
- Department of Informatics, Bioengineering, Robotics and System engineering (DIBRIS), University of Genoa, Genoa, Italy
- RAISE (Robotics and AI for Socio-economic Empowerment) Ecosystem, Genoa, Italy
| | - Dario Arnaldi
- Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy
- Neurophysiopathology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Han-Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Ki-Young Jung
- Seoul National University Hospital, Seoul, South Korea
- Seoul National University Medical Research Center Neuroscience Research Institute, Sensory Organ Research Institute, Seoul National University College of Medicine, Seoul, South Korea
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Park G, Jo H, Chai Y, Park HR, Lee H, Joo EY, Kim H. Static and dynamic brain morphological changes in isolated REM sleep behavior disorder compared to normal aging. Front Neurosci 2024; 18:1365307. [PMID: 38751861 PMCID: PMC11094219 DOI: 10.3389/fnins.2024.1365307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/16/2024] [Indexed: 05/18/2024] Open
Abstract
Objective/background To assess whether cerebral structural alterations in isolated rapid eye movement sleep behavior disorder (iRBD) are progressive and differ from those of normal aging and whether they are related to clinical symptoms. Patients/methods In a longitudinal study of 18 patients with iRBD (age, 66.1 ± 5.7 years; 13 males; follow-up, 1.6 ± 0.6 years) and 24 age-matched healthy controls (age, 67.0 ± 4.9 years; 12 males; follow-up, 2.0 ± 0.9 years), all participants underwent multiple extensive clinical examinations, neuropsychological tests, and magnetic resonance imaging at baseline and follow-up. Surface-based cortical reconstruction and automated subcortical structural segmentation were performed on T1-weighted images. We used mixed-effects models to examine the differences between the groups and the differences in anatomical changes over time. Results None of the patients with iRBD demonstrated phenoconversion during the follow-up. Patients with iRBD had thinner cortices in the frontal, occipital, and temporal regions, and more caudate atrophy, compared to that in controls. In similar regions, group-by-age interaction analysis revealed that patients with iRBD demonstrated significantly slower decreases in cortical thickness and caudate volume with aging than that observed in controls. Patients with iRBD had lower scores on the Korean version of the Mini-Mental Status Examination (p = 0.037) and frontal and executive functions (p = 0.049) at baseline than those in controls; however, no significant group-by-age interaction was identified. Conclusion Patients with iRBD show brain atrophy in the regions that are overlapped with the areas that have been documented to be affected in early stages of Parkinson's disease. Such atrophy in iRBD may not be progressive but may be slower than that in normal aging. Cognitive impairment in iRBD is not progressive.
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Affiliation(s)
- Gilsoon Park
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
| | - Hyunjin Jo
- Department of Neurology, Neuroscience Center, Samsung Medical Center, Samsung Biomedical Research Institute, School of Medicine, Sungkyunkwan University, Seoul, Republic of Korea
- Medical Research Institute, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea
| | - Yaqiong Chai
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
| | - Hea Ree Park
- Department of Neurology, Inje University College of Medicine, Ilsan Paik Hospital, Goyang, Republic of Korea
| | - Hanul Lee
- Department of Neurology, Neuroscience Center, Samsung Medical Center, Samsung Biomedical Research Institute, School of Medicine, Sungkyunkwan University, Seoul, Republic of Korea
| | - Eun Yeon Joo
- Department of Neurology, Neuroscience Center, Samsung Medical Center, Samsung Biomedical Research Institute, School of Medicine, Sungkyunkwan University, Seoul, Republic of Korea
| | - Hosung Kim
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, United States
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Kim S, Choi JH, Woo KA, Joo JY, Jeon B, Lee JY. Clinical correlates of pareidolias and color discrimination deficits in idiopathic REM sleep behavior disorder and Parkinson's disease. J Neural Transm (Vienna) 2024; 131:141-148. [PMID: 38110521 DOI: 10.1007/s00702-023-02724-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 11/26/2023] [Indexed: 12/20/2023]
Abstract
Visuoperceptual dysfunction is common in Parkinson's disease (PD) and is also reported in its prodromal phase, isolated REM sleep behavior disorder (iRBD). We aimed to investigate color discrimination ability and complex visual illusions known as pareidolias in patients with iRBD and PD compared to healthy controls, and their associating clinical factors. 46 iRBD, 43 PD, and 64 healthy controls performed the Farnsworth-Munsell 100 hue test and noise pareidolia tests. Any relationship between those two visual functions and associations with prodromal motor and non-motor manifestations were evaluated, including MDS-UPDRS part I to III, Cross-Cultural Smell Identification Test, sleep questionnaires, and comprehensive neuropsychological assessment. iRBD and PD patients both performed worse on the Farnsworth-Munsell 100 hue test and had greater number of pareidolias compared to healthy controls. No correlations were found between the extent of impaired color discrimination and pareidolia scores in either group. In iRBD patients, pareidolias were associated with frontal executive dysfunction, while impaired color discrimination was associated with visuospatial dysfunction, hyposmia, and higher MDS-UPDRS-III scores. Pareidolias in PD patients correlated with worse global cognition, whereas color discrimination deficits were associated with frontal executive dysfunction. Color discrimination deficits and pareidolias are frequent but does not correlate with each other from prodromal to clinically established stage of PD. The different pattern of clinical associates with the two visual symptoms suggests that evaluation of both color and pareidolias may aid in revealing the course of neurodegeneration in iRBD and PD patients.
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Affiliation(s)
- Seoyeon Kim
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ji-Hyun Choi
- Department of Neurology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Kyung Ah Woo
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jae Young Joo
- Department of Neurology, Uijeongbu Eulji Medical Center, Uijeongbu, Republic of Korea
| | - Beomseok Jeon
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jee-Young Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Li X, Zong Q, Liu L, Liu Y, Shen Y, Tang X, Wing YK, Li SX, Zhou J. Sex differences in rapid eye movement sleep behavior disorder: A systematic review and meta-analysis. Sleep Med Rev 2023; 71:101810. [PMID: 37422999 DOI: 10.1016/j.smrv.2023.101810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/28/2023] [Accepted: 06/22/2023] [Indexed: 07/11/2023]
Abstract
Although rapid eye movement (REM) sleep behavior disorder (RBD) has been widely considered as a male-predominant parasomnia, the existing evidence for the sex difference in the risk of RBD in the general population was conflicting. The present study conducted a systematic review to explore the sex differences in the prevalence, comorbidities, clinical characteristics, and phenoconversion of RBD. One hundred thirty-five eligible studies were identified for the systematic review, and 133 were finally included in the meta-analysis. Males in the general population showed a trend for a higher risk of probable/possible RBD (pRBD), especially among the male older adults (aged ≥60). In the clinical populations, males showed a significantly higher risk of confirmed RBD, but not of pRBD. Among idiopathic RBD (iRBD) patients, males had a significantly earlier age onset of RBD compared with females. Male patients with Parkinson's disease (PD) had a higher risk of comorbid RBD. There was no significant sex difference in the risk of developing neurodegenerative diseases in iRBD patients. Large scale and prospective studies utilizing stringent diagnostic criteria for RBD are recommended to further verify the sex differences in RBD and to investigate the mechanism underlying the sex difference.
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Affiliation(s)
- Xiao Li
- Sleep Medicine Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China; Sleep Research Clinic and Laboratory, Department of Psychology, The University of Hong Kong, Hong Kong; The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong
| | - Qiang Zong
- Department of Trauma Surgery, Hannover Medical School, Germany
| | - Liu Liu
- Department of Anesthesiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yaping Liu
- Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
| | - Yanjiao Shen
- Chinese Evidence-Based Medicine Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiangdong Tang
- Sleep Medicine Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yun Kwok Wing
- Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
| | - Shirley Xin Li
- Sleep Research Clinic and Laboratory, Department of Psychology, The University of Hong Kong, Hong Kong; The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong.
| | - Junying Zhou
- Sleep Medicine Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China; Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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Kim H, Seo P, Kim MJ, Huh JI, Sunwoo JS, Cha KS, Jeong E, Kim HJ, Jung KY, Kim KH. Characterization of attentional event-related potential from REM sleep behavior disorder patients based on explainable machine learning. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023; 234:107496. [PMID: 36972628 DOI: 10.1016/j.cmpb.2023.107496] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 02/20/2023] [Accepted: 03/17/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND OBJECTIVE Idiopathic rapid eye movement sleep behavior disorder (iRBD) is a prodromal stage of neurodegeneration and is associated with cortical dysfunction. The purpose of this study was to investigate the spatiotemporal characteristics of cortical activities underlying impaired visuospatial attention in iRBD patients using an explainable machine-learning approach. METHODS An algorithm based on a convolutional neural network (CNN) was devised to discriminate cortical current source activities of iRBD patients due to single-trial event-related potentials (ERPs), from those of normal controls. The ERPs from 16 iRBD patients and 19 age- and sex-matched normal controls were recorded while the subjects were performing visuospatial attentional task, and converted to two-dimensional images representing current source densities on flattened cortical surface. The CNN classifier was trained based on overall data, and then, a transfer learning approach was applied for the fine-tuning to each patient. RESULTS The trained classifier yielded high classification accuracy. The critical features for the classification were determined by layer-wise relevance propagation, so that the spatiotemporal characteristics of cortical activities that were most relevant to cognitive impairment in iRBD were revealed. CONCLUSIONS These results suggest that the recognized dysfunction in visuospatial attention of iRBD patients originates from neural activity impairment in relevant cortical regions and may contribute to the development of useful iRBD biomarkers based on neural activity.
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Affiliation(s)
- Hyun Kim
- Department of Biomedical Engineering College of Health Science, Yonsei University, 234 Maeji-ri, Heungup-myun, Wonju, Gangwon-do 220-710, South Korea
| | - Pukyeong Seo
- Department of Biomedical Engineering College of Health Science, Yonsei University, 234 Maeji-ri, Heungup-myun, Wonju, Gangwon-do 220-710, South Korea
| | - Min Ju Kim
- Department of Biomedical Engineering College of Health Science, Yonsei University, 234 Maeji-ri, Heungup-myun, Wonju, Gangwon-do 220-710, South Korea
| | - Jun Il Huh
- Department of Biomedical Engineering College of Health Science, Yonsei University, 234 Maeji-ri, Heungup-myun, Wonju, Gangwon-do 220-710, South Korea
| | - Jun-Sang Sunwoo
- Department of Neurology, Kangbuk Samsung Hospital, Seoul, South Korea
| | - Kwang Su Cha
- Department of Neurology Seoul National University Hospital, Seoul National University College of Medicine, 101, Daehak-ro, Jongno-gu, Seoul 03080, South Korea
| | - El Jeong
- Interdisciplinary Program in Bioengineering College of Engineering, Seoul National University, Seoul, South Korea
| | - Han-Joon Kim
- Department of Neurology Seoul National University Hospital, Seoul National University College of Medicine, 101, Daehak-ro, Jongno-gu, Seoul 03080, South Korea
| | - Ki-Young Jung
- Department of Neurology Seoul National University Hospital, Seoul National University College of Medicine, 101, Daehak-ro, Jongno-gu, Seoul 03080, South Korea.
| | - Kyung Hwan Kim
- Department of Biomedical Engineering College of Health Science, Yonsei University, 234 Maeji-ri, Heungup-myun, Wonju, Gangwon-do 220-710, South Korea.
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Kim H, Seo P, Byun JI, Jung KY, Kim KH. Spatiotemporal characteristics of cortical activities of REM sleep behavior disorder revealed by explainable machine learning using 3D convolutional neural network. Sci Rep 2023; 13:8221. [PMID: 37217552 DOI: 10.1038/s41598-023-35209-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 05/14/2023] [Indexed: 05/24/2023] Open
Abstract
Isolated rapid eye movement sleep behavior disorder (iRBD) is a sleep disorder characterized by dream enactment behavior without any neurological disease and is frequently accompanied by cognitive dysfunction. The purpose of this study was to reveal the spatiotemporal characteristics of abnormal cortical activities underlying cognitive dysfunction in patients with iRBD based on an explainable machine learning approach. A convolutional neural network (CNN) was trained to discriminate the cortical activities of patients with iRBD and normal controls based on three-dimensional input data representing spatiotemporal cortical activities during an attention task. The input nodes critical for classification were determined to reveal the spatiotemporal characteristics of the cortical activities that were most relevant to cognitive impairment in iRBD. The trained classifiers showed high classification accuracy, while the identified critical input nodes were in line with preliminary knowledge of cortical dysfunction associated with iRBD in terms of both spatial location and temporal epoch for relevant cortical information processing for visuospatial attention tasks.
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Affiliation(s)
- Hyun Kim
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea
| | - Pukyeong Seo
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea.
| | - Kyung Hwan Kim
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea.
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Byun JI, Shin YY, Seong YA, Yoon SM, Hwang KJ, Jung YJ, Cha KS, Jung KY, Shin WC. Comparative efficacy of prolonged-release melatonin versus clonazepam for isolated rapid eye movement sleep behavior disorder. Sleep Breath 2023; 27:309-318. [PMID: 35141811 DOI: 10.1007/s11325-022-02572-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 01/09/2022] [Accepted: 01/19/2022] [Indexed: 12/01/2022]
Abstract
PURPOSE Clonazepam and melatonin are recommended as first-line treatments for isolated rapid eye movement (REM) sleep behavior disorder (iRBD). This study aimed to compare their efficacy and safety in REM sleep without atonia (RWA) and RBD-related symptoms. METHODS This prospective, open-label, randomized trial included patients with video-polysomnography-confirmed iRBD. The patients were randomly assigned to receive either clonazepam 0.5 mg or prolonged-release (PR) melatonin 2 mg 30 min before bedtime for 4 weeks. The primary outcome was changes in RWA on follow-up polysomnography (PSG). Secondary endpoints were changes in other PSG parameters, clinical global improvement-impression scale (CGI-I) scores, and sleep questionnaire scores. The safety endpoint was adverse events. RESULTS Of 40 patients with probable RBD considered, 34 were enrolled in the study and randomized. Visual scoring parameters of RWA indices were reduced, and automatic scoring parameters tended to be improved after clonazepam treatment but not after PR melatonin treatment. The proportion of N2 sleep was increased, and N3 and REM sleep were decreased only in the clonazepam group. The clonazepam group tended to answer "much or very much improvement" on the CGI-I more frequently than the PR melatonin group (p = 0.068). Daytime sleepiness and insomnia symptoms were reduced after PR melatonin but not after clonazepam. Depressive symptoms increased after clonazepam. Four of the patients (13.3%) reported mild to moderate adverse events, which were similar between the two groups. CONCLUSION Four weeks of clonazepam, but not PR melatonin, improved RWA. RBD symptom improvement tended to be better after clonazepam than PR melatonin in exchange for increased depressive symptoms and daytime sleepiness. CLINICALTRIALS gov identifier: NCT03255642 (first submitted August 21, 2017).
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Affiliation(s)
- Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Republic of Korea
- Department of Medicine, Graduate School, Kyung Hee University, Seoul, Republic of Korea
| | - Yu Yong Shin
- Department of Medicine, Graduate School, Kyung Hee University, Seoul, Republic of Korea
| | - Yoon-Ah Seong
- Department of Neurology, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Republic of Korea
| | - Seon-Min Yoon
- Department of Neurology, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Republic of Korea
| | - Kyoung Jin Hwang
- Department of Medicine, Graduate School, Kyung Hee University, Seoul, Republic of Korea
| | - Yu Jin Jung
- Department of Neurology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kwang Su Cha
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Won Chul Shin
- Department of Neurology, Kyung Hee University Hospital at Gangdong, 892 Dongnam-ro, Gangdong-gu, Seoul, 134-727, Republic of Korea.
- Department of Medicine, Graduate School, Kyung Hee University, Seoul, Republic of Korea.
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Koo DL. Sleep disturbances in autoimmune encephalitis. ENCEPHALITIS 2023; 3:1-6. [PMID: 37469715 PMCID: PMC10295818 DOI: 10.47936/encephalitis.2022.00073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/27/2022] [Accepted: 09/30/2022] [Indexed: 07/21/2023] Open
Abstract
Autoimmune encephalitis is an inflammatory neurological disorder characterized by psychiatric symptoms, cognitive impairment, and focal neurological deficits or seizures. Sleep disturbances are not a major consideration in the diagnosis and treatment of patients with autoimmune encephalitis. Various types of sleep disturbances are frequent, severe, and long-lasting, which can compromise the recovery and quality of life in patients with autoimmune encephalitis. Sleep disorders in patients with autoimmune encephalitis have received limited attention, and the prevalence and pathophysiological mechanisms of sleep disorders remain unclear. Recent studies have suggested that early recognition of specific sleep disturbances may provide clues for diagnosing autoimmune encephalitis. Furthermore, early diagnosis and treatment of sleep disturbances can promote recovery and improve long-term outcomes in patients with autoimmune encephalitis. In this report, we aimed to provide a comprehensive and extensive understanding of the clinical relevance of autoimmune encephalitis and specific related sleep disorders.
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Affiliation(s)
- Dae Lim Koo
- Department of Neurology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
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11
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Ryoo HG, Byun JI, Choi H, Jung KY. Deep learning signature of brain [ 18F]FDG PET associated with cognitive outcome of rapid eye movement sleep behavior disorder. Sci Rep 2022; 12:19259. [PMID: 36357491 PMCID: PMC9649732 DOI: 10.1038/s41598-022-23347-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 10/30/2022] [Indexed: 11/12/2022] Open
Abstract
An objective biomarker to predict the outcome of isolated rapid eye movement sleep behavior disorder (iRBD) is crucial for the management. This study aimed to investigate cognitive signature of brain [18F]FDG PET based on deep learning (DL) for evaluating patients with iRBD. Fifty iRBD patients, 19 with mild cognitive impairment (MCI) (RBD-MCI) and 31 without MCI (RBD-nonMCI), were prospectively enrolled. A DL model for the cognitive signature was trained by using Alzheimer's Disease Neuroimaging Initiative database and transferred to baseline [18F]FDG PET from the iRBD cohort. The results showed that the DL-based cognitive dysfunction score was significantly higher in RBD-MCI than in RBD-nonMCI. The AUC of ROC curve for differentiating RBD-MCI from RBD-nonMCI was 0.70 (95% CI 0.56-0.82). The baseline DL-based cognitive dysfunction score was significantly higher in iRBD patients who showed a decrease in CERAD scores during 2 years than in those who did not. Brain metabolic features related to cognitive dysfunction-related regions of individual iRBD patients mainly included posterior cortical regions. This work demonstrates that the cognitive signature based on DL could be used to objectively evaluate cognitive function in iRBD. We suggest that this approach could be extended to an objective biomarker predicting cognitive decline and neurodegeneration in iRBD.
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Affiliation(s)
- Hyun Gee Ryoo
- grid.412484.f0000 0001 0302 820XDepartment of Nuclear Medicine, Seoul National University Hospital, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080 Republic of Korea ,grid.412480.b0000 0004 0647 3378Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Jung-Ick Byun
- grid.289247.20000 0001 2171 7818Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University School of Medicine, Seoul, Republic of Korea
| | - Hongyoon Choi
- grid.412484.f0000 0001 0302 820XDepartment of Nuclear Medicine, Seoul National University Hospital, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080 Republic of Korea ,grid.31501.360000 0004 0470 5905Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ki-Young Jung
- grid.412484.f0000 0001 0302 820XDepartment of Neurology, Seoul National University Hospital, 101, Daehak-Ro, Jongno-Gu, Seoul, 03080 Republic of Korea ,grid.31501.360000 0004 0470 5905Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, Korea
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12
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Fasiello E, Scarpelli S, Gorgoni M, Alfonsi V, Galbiati A, De Gennaro L. A systematic review of dreams and nightmares recall in patients with rapid eye movement sleep behaviour disorder. J Sleep Res 2022; 32:e13768. [PMID: 36316953 DOI: 10.1111/jsr.13768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/08/2022] [Accepted: 10/03/2022] [Indexed: 11/06/2022]
Abstract
Rapid eye movement (REM) sleep behaviour disorder is a REM sleep parasomnia characterised by the loss of the physiological muscle atonia during REM sleep, resulting in dream enactment behaviours that may cause injuries to patients or their bed partners. The nocturnal motor episodes seem to respond to the dream contents, which are often vivid and violent. These behavioural and oneiric features make the REM sleep behaviour disorder a potential model to study dreams. This review aims to unify the literature about dream recall in REM sleep behaviour disorder as a privileged approach to study dreams, systematically reviewing studies that applied retrospective and prospective experimental designs to provide a comprehensive overview of qualitative and quantitative aspects of dream recall in this REM sleep parasomnia. The present work highlights that the study of dreaming in REM sleep behaviour disorder is useful to understand unique aspects of this pathology and to explore neurobiological, electrophysiological, and cognitive mechanisms of REM sleep and dreaming.
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Affiliation(s)
| | - Serena Scarpelli
- Department of Psychology Sapienza ‐ University of Rome Rome Italy
| | - Maurizio Gorgoni
- Department of Psychology Sapienza ‐ University of Rome Rome Italy
- Body and Action Lab IRCCS Fondazione Santa Lucia Rome Italy
| | | | - Andrea Galbiati
- “Vita‐Salute” San Raffaele University Milan Italy
- Department of Clinical Neuroscience, Neurology and Sleep Disorders Center IRCCS San Raffaele Scientific Institute Milan Italy
| | - Luigi De Gennaro
- Department of Psychology Sapienza ‐ University of Rome Rome Italy
- Body and Action Lab IRCCS Fondazione Santa Lucia Rome Italy
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13
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Fasiello E, Scarpelli S, Gorgoni M, Alfonsi V, De Gennaro L. Dreaming in Parasomnias: REM Sleep Behavior Disorder as a Model. J Clin Med 2022; 11:6379. [PMID: 36362607 PMCID: PMC9654698 DOI: 10.3390/jcm11216379] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 10/24/2022] [Accepted: 10/25/2022] [Indexed: 10/01/2023] Open
Abstract
Sleep parasomnias have drawn the interest of sleep experts because they represent a valuable window to directly monitor dream activity and sleep mentation associated with nocturnal events. Indeed, parasomnias and their manifestations are helpful in investigating dream activity and features, overcoming methodological limits that affect dream study. Specifically, REM sleep Behavior Disorder (RBD) is a parasomnia characterized by enacted dream episodes during Rapid Eye Movements (REM) sleep, caused by the loss of physiological atonia. Patients suffering from RBD report a peculiar oneiric activity associated with motor episodes characterized by high Dream Recall Frequency (DRF) and vivid dreams. Additionally, isolated RBD (iRBD) represents a prodromal stage of neurodegeneration preceding the development of α-synucleinopathies. This narrative review aims to combine evidence describing dream activity in RBD and similarities and differences with other NREM parasomnias. Moreover, a special focus has been reserved for those conditions in which RBD is associated with α-synucleinopathies to clarify the potential role of dreams in neurodegenerative processes.
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Affiliation(s)
- Elisabetta Fasiello
- Department of Psychology, Sapienza University of Rome, Via dei Marsi 78, 00185 Rome, Italy
| | - Serena Scarpelli
- Department of Psychology, Sapienza University of Rome, Via dei Marsi 78, 00185 Rome, Italy
| | - Maurizio Gorgoni
- Department of Psychology, Sapienza University of Rome, Via dei Marsi 78, 00185 Rome, Italy
- Body and Action Lab IRCCS Fondazione Santa Lucia Foundation, 00179 Rome, Italy
| | - Valentina Alfonsi
- Department of Psychology, Sapienza University of Rome, Via dei Marsi 78, 00185 Rome, Italy
| | - Luigi De Gennaro
- Department of Psychology, Sapienza University of Rome, Via dei Marsi 78, 00185 Rome, Italy
- Body and Action Lab IRCCS Fondazione Santa Lucia Foundation, 00179 Rome, Italy
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Byun JI, Oh S, Sunwoo JS, Shin JW, Kim TJ, Jun JS, Kim HJ, Shin WC, Seong JK, Jung KY. White matter tract-specific microstructural disruption is associated with depressive symptoms in isolated RBD. Neuroimage Clin 2022; 36:103186. [PMID: 36116164 PMCID: PMC9483791 DOI: 10.1016/j.nicl.2022.103186] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 07/23/2022] [Accepted: 09/02/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE White matter (WM) tract-specific changes may precede gray matter loss in isolated rapid eye movement sleep behavior disorder (iRBD). We aimed to evaluate tract-specific WM changes using tract-specific statistical analysis (TSSA) and their correlation with clinical variables in iRBD patients. METHODS This was a cross-sectional single-center study of 50 polysomnography-confirmed iRBD patients and 20 age- and sex-matched controls. We used TSSA to identify tract-specific fractional anisotropy (FA) and mean diffusivity (MD) in fourteen major fiber tracts and analyzed between-group differences in these values. Correlations between FA or MD values and clinical variables, including RBD symptom severity, depression and cognition, were evaluated. RESULTS Patients with iRBD showed lower FA in the right anterior thalamic radiation (ATR) and higher MD in the bilateral ATR and right inferior fronto-occipital fasciculus (IF-OF) than controls after adjusting for age, sex, and years of education. MD values in the IF-OF positively correlated with scores on the Korean version of the Rapid Eye Movement Sleep Behavior Disorder Questionnaire-Hong Kong (RBDQ-KR, p = 0.042) and the Korean version of the geriatric depression scale (GDS-K, p = 0.002) in iRBD patients. Only GDS-K scores independently correlated with IF-OF MD values after adjusting for RBDQ-KR scores (adjusted p = 0.026). CONCLUSION This study suggests WM microstructural disruption in the bilateral ATR and right IF-OF in patients with iRBD and that alterations in the IF-OF may contribute to depressive symptoms.
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Affiliation(s)
- Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Seunghwan Oh
- Department of Artificial Intelligence, Korea University, Seoul, South Korea
| | - Jun-Sang Sunwoo
- Department of Neurology, Kangbuk Samsung Hospital, Seoul, Korea
| | - Jung-Won Shin
- Department of Neurology, CHA University, CHA Bundang Medical Center, Seongnam, South Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, Republic of South Korea
| | - Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, South Korea
| | - Han-Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Won Chul Shin
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Joon-Kyung Seong
- Department of Artificial Intelligence, Korea University, Seoul, South Korea; Interdisciplinary Program in Precision Public Health, Korea University, Seoul, South Korea; School of Biomedical Engineering, Korea University, Seoul, South Korea.
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea.
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15
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Byun JI, Cha KS, Kim M, Lee WJ, Lee HS, Sunwoo JS, Shin JW, Kim TJ, Jun JS, Kim HJ, Shin WC, Schenck CH, Lee SK, Jung KY. Association of Nucleus Basalis of Meynert Functional Connectivity and Cognition in Idiopathic Rapid-Eye-Movement Sleep Behavior Disorder. J Clin Neurol 2022; 18:562-570. [PMID: 36062774 PMCID: PMC9444555 DOI: 10.3988/jcn.2022.18.5.562] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 01/10/2022] [Accepted: 01/10/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND AND PURPOSE Cognitive impairments are common in isolated rapid-eye-movement sleep behavior disorder (iRBD), in which the cholinergic system may play an important role. This study aimed to characterize the cortical cholinergic activity using resting-state functional connectivity (FC) of the nucleus basalis of Meynert (NBM) according to the cognitive status of iRBD patients. METHODS In this cross-sectional study, 33 patients with polysomnography-confirmed iRBD and 20 controls underwent neuropsychological evaluations and resting-state functional magnetic resonance imaging. Thirteen of the iRBD patients had mild cognitive impairment (iRBD-MCI), and the others were age-matched patients with normal cognition (iRBD-NC). The seed-to-voxel NBM-cortical FC was compared among the patients with iRBD-MCI, patients with iRBD-NC, and controls. Correlations between average values of significant clusters and cognitive function scores were calculated in the patients with iRBD. RESULTS There were group differences in the FC of the NBM with the left lateral occipital cortex and lingual gyrus (adjusted for age, sex, and education level). The strength of FC was lower in the iRBD-MCI group than in the iRBD-NC and control groups (each post-hoc p<0.001). The average NBM-lateral occipital cortex FC was positively correlated with the memory-domain score in iRBD patients. CONCLUSIONS The results obtained in this study support that cortical cholinergic activity is impaired in iRBD patients with MCI. FC between NBM and posterior regions may play a central role in the cognitive function of these patients.
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Affiliation(s)
- Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
| | - Kwang Su Cha
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Minah Kim
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Korea
| | - Woo-Jin Lee
- Department of Neurology, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Han Sang Lee
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jun-Sang Sunwoo
- Department of Neurology, Kangbuk Samsung Hospital, Seoul, Korea
| | - Jung-Won Shin
- Department of Neurology, CHA University, CHA Bundang Medical Center, Seongnam, Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, Korea
| | - Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Han-Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Won Chul Shin
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
| | - Carlos H Schenck
- Minnesota Regional Sleep Disorders Center, and Department of Psychiatry, Hennepin County Medical Center and University of Minnesota Medical School, Minneapolis, MN, USA
| | - Sang Kun Lee
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
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Lee WJ, Sunwoo JS, Byun JI, Kim HJ, Lee ST, Jung KH, Park KI, Chu K, Kim M, Lee SK, Schenck CH, Jung KY. Isolated rapid eye movement sleep behavior disorder combined with obstructive sleep apnea: Response to treatment and its associated factors. Sleep Med 2022; 91:75-83. [DOI: 10.1016/j.sleep.2021.11.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 11/04/2021] [Accepted: 11/22/2021] [Indexed: 11/26/2022]
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Jun JS, Sunwoo JS, Byun JI, Shin JW, Kim TJ, Schenck CH, Jung KY. Emotional and Environmental Factors Aggravating Dream Enactment Behaviors in Patients with Isolated REM Sleep Behavior Disorder. Nat Sci Sleep 2022; 14:1713-1720. [PMID: 36187325 PMCID: PMC9519124 DOI: 10.2147/nss.s372823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 09/14/2022] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To identify emotional and environmental factors that aggravate dream enactment behaviors (DEBs) in isolated rapid eye movement (REM) sleep behavior disorder (iRBD). METHODS In this cross-sectional study, a total of 96 polysomnography-confirmed iRBD patients (mean age, 68.5 years; men, 68%) and their caregivers completed questionnaires regarding potential aggravating factors related to DEBs, including emotion/feelings (stress, anger, anxiety, depressive mood, fatigue, pain), food (alcohol, caffeine, overeating in the evening, fasting/hunger), activities and sleep patterns (strenuous exercise, sex before bed, conflict/fighting, sleep deprivation, oversleeping, sleeping away from home, watching TV before bed), weather/environmental factors (cloudy or rainy weather, heat, cold, noise) and medication (skipping medication, taking hypnotics). RESULTS The patients reported that stress (61%) was the most aggravating factor for DEBs, followed by anxiety (56%), anger (51%), fatigue (49%), and watching TV before bed (46%). Similarly, the caregivers reported that these factors were most relevant to the aggravation of DEBs in the patients, although some factors were ranked differently. In the subgroup analyses, aggravating factors for DEBs did not differ by RBD symptom severity. Interestingly, the proportion of patients experiencing DEB aggravation by stress, anxiety and depressive mood was significantly higher in women than in men. Furthermore, depressed patients reported that stress and cloudy or rainy weather made DEBs worse than nondepressed patients. CONCLUSION Our results suggest that DEBs in iRBD patients may be mainly aggravated by emotional factors. These negative effects appeared to be more prominent in female and depressed patients.
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Affiliation(s)
- Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea
| | - Jun-Sang Sunwoo
- Department of Neurology, Kangbuk Samsung Hospital, Seoul, Republic of Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, Republic of Korea
| | - Jung-Won Shin
- Department of Neurology, CHA Bundang Medical Center, CHA University, Seongnam, Republic of Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Carlos H Schenck
- Minnesota Regional Sleep Disorders Center, and Department of Psychiatry, Hennepin County Medical Center and University of Minnesota Medical School, Minneapolis, MN, USA
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
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18
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Choi GS, Yun JY, Hwang S, Kim SE, Kim JY, Im CH, Lee HW. Can Corticomuscular Coherence Differentiate between REM Sleep Behavior Disorder with or without Parkinsonism? J Clin Med 2021; 10:jcm10235585. [PMID: 34884285 PMCID: PMC8658120 DOI: 10.3390/jcm10235585] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/21/2021] [Accepted: 11/23/2021] [Indexed: 11/16/2022] Open
Abstract
REM sleep behavior disorder (RBD) could be a predictor of Parkinsonism even before development of typical motor symptoms. This study aims to characterize clinical features and corticomuscular and corticocortical coherence (CMC and CCC, respectively) during sleep in RBD patients with or without Parkinsonism. We enrolled a total of 105 subjects, including 20 controls, 54 iRBD, and 31 RBD+P patients, patients who were diagnosed as idiopathic RBD (iRBD) and RBD with Parkinsonism (RBD+P) in our neurology department. We analyzed muscle atonia index (MAI) and CMC between EEG and chin/limb muscle electromyography (EMG) and CCC during different sleep stages. Although differences in the CMC of iRBD group were observed only during REM sleep, MAI differences between groups were noted during both REM and NREM N2 stage sleep. During REM sleep, CMC was higher and MAI was reduced in iRBD patients compared to controls (p = 0.001, p < 0.001, respectively). Interestingly, MAI was more reduced in RBD+P compared to iRBD patients. In comparison, CCC was higher in iRBD patients compared to controls whereas CCC was lower in RBD+P groups compared to control and iRBD groups in various frequency bands during both NREM N2 and REM sleep stages. Among them, increased CMC during REM sleep revealed correlation between clinical severities of RBD symptoms. Our findings indicate that MAI, CMC, and CCC showed distinctive features in iRBD and RBD+P patients compared to controls, suggesting potential usefulness to understand possible links between these diseases.
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Affiliation(s)
- Gyeong Seon Choi
- Department of Neurology, Ewha Womans University School of Medicine, Seoul 07985, Korea; (G.S.C.); (J.Y.Y.); (S.H.)
- Department of Neurology, Bundang Jesaeng General Hospital, Seongnam 13590, Korea
| | - Ji Young Yun
- Department of Neurology, Ewha Womans University School of Medicine, Seoul 07985, Korea; (G.S.C.); (J.Y.Y.); (S.H.)
- Department of Medical Science, Ewha Womans University School of Medicine, Seoul 07804, Korea;
| | - Sungeun Hwang
- Department of Neurology, Ewha Womans University School of Medicine, Seoul 07985, Korea; (G.S.C.); (J.Y.Y.); (S.H.)
| | - Song E. Kim
- Department of Medical Science, Ewha Womans University School of Medicine, Seoul 07804, Korea;
| | - Jeong-Yeon Kim
- Department of Biomedical Engineering, Hanyang University School of Engineering, Seoul 04763, Korea; (J.-Y.K.); (C.-H.I.)
| | - Chang-Hwan Im
- Department of Biomedical Engineering, Hanyang University School of Engineering, Seoul 04763, Korea; (J.-Y.K.); (C.-H.I.)
| | - Hyang Woon Lee
- Department of Neurology, Ewha Womans University School of Medicine, Seoul 07985, Korea; (G.S.C.); (J.Y.Y.); (S.H.)
- Department of Medical Science, Ewha Womans University School of Medicine, Seoul 07804, Korea;
- Computational Medicine, Graduate Program in System Health Science & Engineering, Ewha Womans University, Seoul 03765, Korea
- Correspondence: ; Tel.: +82-2-2650-2673
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You S, Won KS, Kim KT, Lee HW, Cho YW. Cardiac Autonomic Dysfunction Is Associated with Severity of REM Sleep without Atonia in Isolated REM Sleep Behavior Disorder. J Clin Med 2021; 10:5414. [PMID: 34830696 PMCID: PMC8621819 DOI: 10.3390/jcm10225414] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/15/2021] [Accepted: 11/16/2021] [Indexed: 01/01/2023] Open
Abstract
123I-metaiodobenzylguanidine (MIBG) cardiac scintigraphy was performed to assess cardiac autonomic dysfunction and demonstrate its correlation with clinical and polysomnographic characteristics in patients with isolated rapid eye movement (REM) sleep behavior disorder. All subjects including 39 patients with isolated REM sleep behavior disorder and 17 healthy controls underwent MIBG cardiac scintigraphy for cardiac autonomic dysfunction assessment. The isolated REM sleep behavior disorder was confirmed by in-lab overnight polysomnography. A receiver operating curve was constructed to determine the cut-off value of the early and delayed heart-to-mediastinum ratio in patients with isolated REM sleep behavior disorder. Based on each cut-off value, a comparison analysis of REM sleep without atonia was performed by dividing isolated REM sleep behavior disorder patients into two groups. MIBG uptake below the cut-off value was associated with higher REM sleep without atonia. The lower heart-to-mediastinum ratio had significantly higher REM sleep without atonia (%), both with cut-off values of early (11.0 ± 5.6 vs. 29.3 ± 23.2%, p = 0.018) and delayed heart-to-mediastinum ratio (9.1 ± 4.3 vs. 30.0 ± 22.9%, p = 0.011). These findings indicate that reduced MIBG uptake is associated with higher REM sleep without atonia in isolated REM sleep behavior disorder.
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Affiliation(s)
- Sooyeoun You
- Department of Neurology, Keimyung University School of Medicine, Daegu 42601, Korea; (S.Y.); (K.T.K.)
| | - Kyoung Sook Won
- Department of Nuclear Medicine, Keimyung University School of Medicine, Daegu 42601, Korea;
| | - Keun Tae Kim
- Department of Neurology, Keimyung University School of Medicine, Daegu 42601, Korea; (S.Y.); (K.T.K.)
| | - Hyang Woon Lee
- Departments of Neurology, Medical Science, Computational Medicine, System Health Science & Engineering, Ewha Womans University School of Medicine and Ewha Medical Research Institute, Seoul 07985, Korea
| | - Yong Won Cho
- Department of Neurology, Keimyung University School of Medicine, Daegu 42601, Korea; (S.Y.); (K.T.K.)
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20
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Jeong E, Cha KS, Shin HR, Kim EY, Jun JS, Kim TJ, Byun JI, Shin JW, Sunwoo JS, Jung KY. Alerting network alteration in isolated rapid eye movement sleep behavior disorder patients with mild cognitive impairment. Sleep Med 2021; 89:10-18. [PMID: 34864507 DOI: 10.1016/j.sleep.2021.11.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/28/2021] [Accepted: 11/03/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Mild cognitive impairment (MCI) was found in 30-50% of the isolated REM sleep behavior disorder (iRBD) patients. Furthermore, it is known that patients with Parkinson's disease have attention network defects. Given that iRBD is known to be the prodromal disease of α-synucleinopathies, our aim was to investigate whether there are attention network dysfunctions in iRBD patients following the presence of MCI. METHODS 14 healthy controls, 48 iRBD patients, 24 with MCI and 24 without MCI, were included in this study. Attention network task (ANT) was used to assess alerting, orienting, and executive control networks. Event-related potentials (ERPs) and behavioral performances were recorded during the ANT. Parietal N1 and P3 components were analyzed to find effects of the three attention networks. RESULTS IRBD patients without MCI showed neuropsychological, behavioral, and ERP results similar to those of healthy controls. On the other hand, iRBD patients with MCI showed a general decline in cognitive domains with no alerting effect (controls, p = 0.043; iRBD-noMCI, p = 0.014; iRBD-MCI, p = 0.130) while preserving orienting and executive control effect. Furthermore, iRBD patients with MCI had impairments in executive function and verbal memory domains, compared to iRBD patients without MCI. CONCLUSIONS Our findings indicate that when cognition is reduced to MCI levels in iRBD patients, the attention network, especially the alerting component, is impaired. The attention network and cognition, on the other hand, can be preserved in iRBD patients due to the compensatory mechanism.
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Affiliation(s)
- El Jeong
- Interdisciplinary Program in Bioengineering, College of Engineering, Seoul National University, Seoul, South Korea
| | - Kwang Su Cha
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Hye-Rim Shin
- Department of Neurology, Dankook University Hospital, Cheonan, South Korea
| | - Eun Young Kim
- Department of Neurology, Chungnam National University Sejong Hospital, Sejong, South Korea
| | - Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, South Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, South Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Jung-Won Shin
- Department of Neurology, CHA University, Bundang CHA Medical Center, Seongnam, South Korea
| | - Jun-Sang Sunwoo
- Department of Neurosurgery, Seoul National University Hospital, Seoul, South Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea.
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21
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REM sleep behavior disorder: Mimics and variants. Sleep Med Rev 2021; 60:101515. [PMID: 34186416 DOI: 10.1016/j.smrv.2021.101515] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 05/31/2021] [Accepted: 06/03/2021] [Indexed: 11/22/2022]
Abstract
Rapid eye movement (REM) sleep behavior disorder (RBD) is a parasomnia with dream-enactment behaviors occurring during REM sleep and associated with the lack of the physiological REM sleep muscle atonia. It can be isolated and secondary to other neurological or medical conditions. Isolated RBD heralds in most cases a neurodegenerative condition due to an underlying synucleinopathy and consequently its recognition is crucial for prognostic implications. REM sleep without atonia on polysomnography is a mandatory diagnostic criterion. Different conditions may mimic RBD, the most frequent being obstructive sleep apnea during sleep, non-REM parasomnia, and sleep-related hypermotor epilepsy. These diseases might also be comorbid with RBD, challenging the evaluation of disease severity, the treatment choices and the response to treatment evaluation. Video-PSG is the gold standard for a correct diagnosis and will distinguish between different or comorbid sleep disorders. Careful history taking together with actigraphy may give important clues for the differential diagnosis. The extreme boundaries of RBD might also be seen in more severe and complex conditions like status dissociatus or in the sleep disorders' scenario of anti IgLON5 disease, but in the latter both clinical and neurophysiological features will differ. A step-by-step approach is suggested to guide the differential diagnosis.
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22
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Shin JW, Sunwoo JS, Byun JI, Kim TJ, Jun JS, Kim WC, Jung KY. Reduced sympatho-vagal responses to orthostatic stress in drug-naïve idiopathic restless legs syndrome. J Clin Sleep Med 2021; 17:957-963. [PMID: 33438574 DOI: 10.5664/jcsm.9074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Restless legs syndrome (RLS) is known to be a risk factor for cardiovascular disease. However, there are no electrophysiological biomarkers to assess this risk. This study aimed to evaluate heart rate variability (HRV) and cardiovascular reflexes in the supine and standing positions during wakefulness in patients with RLS. METHODS Fourteen drug-naïve patients with RLS (12 women and 2 men, mean age, 42.14 ± 7.81 years) and 10 healthy control patients underwent tests for blood pressure, heart rate when in the supine and standing positions, and deep breathing and handgrip tests in controlled laboratory conditions. Data on 5-minute R-R intervals at each position were collected and analyzed for HRV. RESULTS Expected cardiovascular reflexes were within the normal range and were similar between the 2 groups. In HRV analysis, the normalized unit of the low-frequency component and the low-frequency/high-frequency ratio during standing were lower in patients with RLS than in the control patients. The low-frequency/high-frequency ratio responses during the change from the supine to the standing position were significantly reduced in patients with RLS (mean ± standard deviation, 2.94 ± 3.11; control patients: 7.51 ± 5.58; P = .042.) On Spearman rank correlation, questionnaires related to sleep problems were associated with the parameters of HRV. CONCLUSIONS Patients with RLS showed reduced sympatho-vagal responses during the change from the supine to the upright position during wakefulness, and RLS-related sleep disturbance was a contributing factor for autonomic nervous system dysfunction. This case-control study showed a difference in HRV response to position change in a considerably small group of patients with RLS. The relevance of this finding is uncertain, but it may be worthy of further investigation in longitudinal studies on RLS and cardiovascular disease.
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Affiliation(s)
- Jung-Won Shin
- Department of Neurology, Bundang CHA Medical Center, CHA University, Seongnam, Republic of Korea
| | - Jun-Sang Sunwoo
- Department of Neurosurgery, Seoul National University Hospital, Republic of Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Republic of Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Republic of Korea
| | - Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Seoul National University College of Medicine, Republic of Korea
| | - Won Chan Kim
- Department of Neurology, Bundang CHA Medical Center, CHA University, Seongnam, Republic of Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Sensory Organ Research Institute, Seoul National University Medical Research Center, Neuroscience Research Institute, Seoul National University College of Medicine, Republic of Korea
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23
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Baltzan M, Yao C, Rizzo D, Postuma R. Dream enactment behavior: review for the clinician. J Clin Sleep Med 2020; 16:1949-1969. [PMID: 32741444 PMCID: PMC8034224 DOI: 10.5664/jcsm.8734] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/24/2020] [Accepted: 07/24/2020] [Indexed: 12/12/2022]
Abstract
NONE Dream enactment behavior commonly occurs on occasion in normal children and adults. Disruptive and frequent dream enactment behavior may come to the attention of the clinician either as the primary reason for consultation or as a prominent characteristic of a patient with other sleep disorders. Questioning patients with chronic neurologic and psychiatric disorders may also reveal previously unrecognized behavior. In the absence of sleep pathology, process of dream enactment likely begins with active, often emotionally charged dream content that may occasionally break through the normal REM sleep motor suppressive activity. Disrupted sleep resulting from many possible causes, such as circadian disruption, sleep apnea, or medications, may also disrupt at least temporarily the motor-suppressive activity in REM sleep, allowing dream enactment to occur. Finally, pathological neurological damage in the context of degenerative, autoimmune, and infectious neurological disorders may lead to chronic recurrent and severe dream enactment behavior. Evaluating the context, frequency, and severity of dream enactment behavior is guided first and foremost by a structured approach to the sleep history. Physical exam and selected testing support the clinical diagnosis. Understanding the context and the likely cause is essential to effective therapy.
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Affiliation(s)
- Marc Baltzan
- Faculty of Medicine, Department of Epidemiology Biostatistics and Occupational Health, McGill University, Montréal, Canada
- Centre Intégré Universitaire des Soins et Services Sociaux du Nord de L’île de Montréal, Montréal, Canada
- Mount Sinai Hospital, Centre Intégré Universitaire des Soins et Services Sociaux du Centre-ouest de L’île de Montréal, Montréal, Canada
- Institut de Médecine du Sommeil, Montréal, Canada
| | - Chun Yao
- Integrated Program in Neuroscience, McGill University, Montréal, Canada
- Research Institute of McGill University Health Centre, Montréal, Canada
| | - Dorrie Rizzo
- Faculty of Medicine, Department of Family Medicine, McGill University, Montréal, Canada
- Lady Davis Institute for Medical Research, Centre Intégré Universitaire des Soins et Services Sociaux de l’ouest de l’île, Montréal, Canada
| | - Ron Postuma
- Research Institute of McGill University Health Centre, Montréal, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, Canada
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24
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Kim HJ, Kim SJ, Lee SA. Severity of idiopathic rapid eye movement sleep behavior disorder correlates with depression and alexithymia. Sleep Med 2020; 74:25-30. [PMID: 32836182 DOI: 10.1016/j.sleep.2020.05.039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 05/22/2020] [Accepted: 05/26/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Depression and alexithymia often accompany early stages of Parkinson's disease (PD). However, these symptoms in idiopathic rapid eye movement sleep behavior disorder (iRBD) remain incompletely understood. The aim of this study was to compare depression and alexithymia between iRBD patients and healthy controls, and to evaluate the association between clinical RBD severity and severity of depression and alexithymia. METHODS Polysomnography-confirmed iRBD patients (n = 86) and healthy controls (n = 74) were enrolled. Clinical RBD severity was assessed using the RBD questionnaire-Hong Kong (RBDQ-HK). Depression and alexithymia were evaluated by the Beck Depression Inventory (BDI) and the 20-item Toronto Alexithymia Scale (TAS-20), respectively. Multivariate linear regression analysis was performed with adjustments for several covariates to determine the correlations between RBD severity and severity of depression and alexithymia. RESULTS BDI scores were significantly higher in the iRBD group (10.6 ± 7.3) than in healthy controls (8.2 ± 6.0, p = 0.024). Higher total RBDQ-HK scores were associated with more severe depression in iRBD patients, even after controlling for confounding variables. iRBD patients exhibited significantly higher TAS-20 scores (45.7 ± 10.4) than healthy controls (42.1 ± 9.8, p = 0.026). Total RBDQ-HK scores were positively correlated with TAS-20 scores independent of BDI scores. CONCLUSIONS Patients with iRBD were more depressed and had more severe alexithymia than healthy controls. Notably, as the clinical severity of RBD increased, both depression and alexithymia worsened.
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Affiliation(s)
- Hyo Jae Kim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Soo Jeong Kim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang-Ahm Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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25
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Sunwoo JS, Kim YJ, Byun JI, Kim TJ, Jun JS, Lee ST, Jung KH, Park KI, Chu K, Kim M, Lee SK, Kim HJ, Schenck CH, Jung KY. Comorbid Depression Is Associated with a Negative Treatment Response in Idiopathic REM Sleep Behavior Disorder. J Clin Neurol 2020; 16:261-269. [PMID: 32319243 PMCID: PMC7174129 DOI: 10.3988/jcn.2020.16.2.261] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 11/10/2019] [Accepted: 11/11/2019] [Indexed: 01/16/2023] Open
Abstract
Background and Purpose The first-line medications for the symptomatic treatment of rapid eye movement sleep behavior disorder (RBD) are clonazepam and melatonin taken at bedtime. We aimed to identify the association between depression and treatment response in patients with idiopathic RBD (iRBD). Methods We reviewed the medical records of 123 consecutive patients (76 males; age, 66.0±7.7 years; and symptom duration, 4.1±4.0 years) with iRBD who were treated with clonazepam and/or melatonin. Clonazepam and melatonin were initially administered at 0.25–0.50 and 2 mg/day, respectively, at bedtime, and the doses were subsequently titrated according to the response of individual patients. Treatment response was defined according to the presence or absence of any improvement in dream-enacting behaviors or unpleasant dreams after treatment. Results Forty (32.5%) patients were treated with clonazepam, 56 (45.5%) with melatonin, and 27 (22.0%) with combination therapy. The doses of clonazepam and melatonin at followup were 0.5±0.3 and 2.3±0.7 mg, respectively. Ninety-six (78.0%) patients reported improvement in their RBD symptoms during a mean follow-up period of 17.7 months. After adjusting for potential confounders, depression was significantly associated with a negative treatment response (odds ratio=3.76, 95% confidence interval=1.15–12.32, p=0.029). Conclusions We found that comorbid depression is significantly associated with a negative response to clonazepam and/or melatonin in patients with iRBD. Further research with larger numbers of patients is needed to verify our observations and to determine the clinical implications of comorbid depression in the pathophysiology of iRBD.
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Affiliation(s)
- Jun Sang Sunwoo
- Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea
| | - Young Ji Kim
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Jung Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Tae Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, Korea
| | - Jin Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Soon Tae Lee
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Keun Hwa Jung
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Kyung Il Park
- Department of Neurology, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Korea
| | - Kon Chu
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Manho Kim
- Department of Neurology, Seoul National University Hospital, Seoul, Korea.,Protein Metabolism and Dementia Research Center, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Kun Lee
- Department of Neurology, Seoul National University Hospital, Seoul, Korea.,Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Han Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul, Korea
| | - Carlos H Schenck
- Minnesota Regional Sleep Disorders Center and Department of Psychiatry, Hennepin County Medical Center, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Ki Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul, Korea.,Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, Korea.
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26
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Jun JS, Kim R, Jung HM, Byun JI, Seok JM, Kim TJ, Lim JA, Sunwoo JS, Kim HJ, Schenck CH, Yang KI, Jung KY. Emotion dysregulation in idiopathic rapid eye movement sleep behavior disorder. Sleep 2020; 43:5573800. [PMID: 31553439 DOI: 10.1093/sleep/zsz224] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 08/01/2019] [Indexed: 11/12/2022] Open
Abstract
STUDY OBJECTIVES To characterize emotion regulation strategies in patients with idiopathic REM sleep behavior disorder (iRBD) and to explore whether these strategies are associated with clinical symptoms. METHODS In this cross-sectional multicenter study, a total of 94 polysomnography-confirmed iRBD patients (mean age, 67.6 years; men, 56%) and 50 healthy controls (mean age, 65.4 years; men, 48%) completed the Cognitive Emotion Regulation Questionnaire (CERQ), the Korean version of the RBD questionnaire-Hong Kong (RBDQ-KR), the Buss-Durkee Hostility Inventory (BDHI), the second edition of the Beck Depression Inventory (BDI-II), and the Korean version of the Montreal Cognitive Assessment (MoCA-K). RESULTS The iRBD group had lower CERQ adaptive scores than the control group, whereas the CERQ maladaptive scores were not significantly different between the groups. Among the CERQ adaptive subscales, the scores for positive refocusing, refocusing on planning, and positive reappraisal were significantly lower in the iRBD group than in the control group. Higher CERQ adaptive scores were correlated with lower scores on RBDQ-KR factor 1 (dream-related) and the BDI-II and higher MoCA-K scores but were not correlated with RBDQ-KR factor 2 (behavioral manifestation) or BDHI scores. Among the dream content-related items of RBDQ-KR factor 1, the CERQ adaptive score was associated only with frequent nightmares. No correlation was found between CERQ maladaptive scores and any variable except for a positive correlation with BDI-II scores. CONCLUSIONS Our results provide evidence of emotion regulation deficits in iRBD patients. Furthermore, these results were linked to dream-related factors, especially nightmares, along with depressive symptoms and cognitive impairment.
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Affiliation(s)
- Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea
| | - Ryul Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hye-Min Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Kyung Hee University School of Medicine, Seoul, Republic of Korea
| | - Jin Myoung Seok
- Department of Neurology, Soonchunhyang University College of Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, Republic of Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Jung-Ah Lim
- Department of Neurology, Chamjoeun Hospital, Gwangju, Republic of Korea
| | - Jun-Sang Sunwoo
- Department of Neurosurgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Han-Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Carlos H Schenck
- Minnesota Regional Sleep Disorders Center, and Department of Psychiatry, Hennepin County Medical Center and University of Minnesota Medical School, Minneapolis, MN
| | - Kwang Ik Yang
- Department of Neurology, Soonchunhyang University College of Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, Republic of Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
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27
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Sunwoo JS, Cha KS, Byun JI, Kim TJ, Jun JS, Lim JA, Lee ST, Jung KH, Park KI, Chu K, Kim HJ, Kim M, Lee SK, Kim KH, Schenck CH, Jung KY. Abnormal activation of motor cortical network during phasic REM sleep in idiopathic REM sleep behavior disorder. Sleep 2019; 42:5184577. [PMID: 30445515 DOI: 10.1093/sleep/zsy227] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Indexed: 11/14/2022] Open
Abstract
Study Objectives We investigated electroencephalography (EEG) power spectral density and functional connectivity during phasic and tonic rapid eye movement (REM) sleep, and examined any differences between patients with idiopathic REM sleep behavior disorder (iRBD) and controls. Methods EEG data from 13 people with iRBD (mean age, 66.3 years; men, 84.6%) and 10 controls (mean age, 62.3 years; men, 70%) were analyzed. We selected thirty 3 s miniepochs of both tonic and phasic REM sleep. We estimated relative power for six frequency bands. For functional connectivity analysis, we calculated weighted phase lag index (wPLI) and conducted pairwise comparisons between the two groups. Results EEG power spectral analysis revealed significant interactions between the REM sleep state (phasic vs. tonic) and group at sigma (p = 0.009) and beta (p = 0.002) bands. Sigma- and beta-power decrease during phasic REM sleep was more pronounced and extensive in people with iRBD than in controls. Regarding functional connectivity, there were significant interactions between the REM sleep state and group at alpha (p = 0.029), sigma (p = 0.047), beta (p = 0.015), and gamma (p = 0.046) bands. The average wPLI was significantly higher during phasic REM sleep than during tonic REM sleep, which was observed in people with iRBD but not in controls. The altered functional connections mainly involved the frontal and parietal regions at beta and gamma bands. Conclusions Our findings provide neurophysiological evidence for pathological motor cortex activation during phasic REM sleep which may be associated with generation of dream-enacting behaviors in iRBD.
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Affiliation(s)
- Jun-Sang Sunwoo
- Department of Neurology, Soonchunhyang University College of Medicine, Seoul, South Korea
| | - Kwang Su Cha
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Tae-Joon Kim
- Department of Neurology, National Center for Mental Health, Seoul, South Korea
| | - Jin-Sun Jun
- Department of Neurology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Jung-Ah Lim
- Department of Neurology, Gangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, South Korea
| | - Soon-Tae Lee
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea.,Program in Neuroscience, Seoul National University College of Medicine, Seoul, South Korea
| | - Keun-Hwa Jung
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea.,Program in Neuroscience, Seoul National University College of Medicine, Seoul, South Korea
| | - Kyung-Il Park
- Department of Neurology, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, South Korea
| | - Kon Chu
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea.,Program in Neuroscience, Seoul National University College of Medicine, Seoul, South Korea
| | - Han-Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea
| | - Manho Kim
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea.,Program in Neuroscience, Seoul National University College of Medicine, Seoul, South Korea.,Protein Metabolism Medical Research Center, Seoul National University College of Medicine, Seoul, South Korea
| | - Sang Kun Lee
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea.,Program in Neuroscience, Seoul National University College of Medicine, Seoul, South Korea.,Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Kyung Hwan Kim
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea
| | - Carlos H Schenck
- Minnesota Regional Sleep Disorders Center, and Department of Psychiatry, Hennepin County Medical Center and University of Minnesota Medical School, Minneapolis, MN
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul, South Korea.,Program in Neuroscience, Seoul National University College of Medicine, Seoul, South Korea.,Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, South Korea
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28
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Kim R, Jun JS, Kim HJ, Jung KY, Shin YW, Yang TW, Kim KT, Kim TJ, Byun JI, Sunwoo JS, Jeon B. Peripheral Blood Inflammatory Cytokines in Idiopathic REM Sleep Behavior Disorder. Mov Disord 2019; 34:1739-1744. [PMID: 31571286 DOI: 10.1002/mds.27841] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 07/28/2019] [Accepted: 08/04/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Although previous research provides insight into the role of neuroinflammation in idiopathic REM sleep behavior disorder, the association of this disorder with peripheral blood inflammatory markers remains unclear. OBJECTIVE To investigate inflammatory cytokines in plasma samples in patients with idiopathic rapid eye movement sleep behavior disorder and to explore whether these markers are associated with prodromal symptoms of α-synucleinopathies. METHODS We collected plasma from patients with polysomnographically confirmed idiopathic rapid eye movement sleep behavior disorder without parkinsonism or dementia (n = 54) and from healthy controls (n = 56). The following cytokines were measured: interleukin-1β, interleukin-2, interleukin-6, interleukin-10, and tumor necrosis factor-α. The idiopathic REM sleep behavior disorder patients underwent sleep, motor, cognitive, olfactory, and autonomic testing. RESULTS The anti-inflammatory cytokine, interleukin-10, levels in the idiopathic rapid eye movement sleep behavior disorder group were significantly upregulated compared to the control group (P = 0.022), but this difference did not withstand Bonferroni correction. The other proinflammatory cytokine levels did not differ between the groups. No correlation was found between the cytokine levels and any clinical variable. CONCLUSIONS Our data do not provide evidence supporting the role of peripheral inflammation in idiopathic rapid eye movement sleep behavior disorder. However, considering the limited statistical power because of the small sample size, further large-scale longitudinal studies with a broader spectrum of cytokines are needed to clarify this issue. © 2019 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Ryul Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University, College of Medicine, Seoul, Korea
| | - Jin-Sun Jun
- Department of Neurology, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Han-Joon Kim
- Department of Neurology, Seoul National University Hospital, Seoul National University, College of Medicine, Seoul, Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University, College of Medicine, Seoul, Korea
| | - Yong-Won Shin
- Department of Neurology, Seoul National University Hospital, Seoul National University, College of Medicine, Seoul, Korea
| | - Tae-Won Yang
- Department of Neurology, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
| | - Keun Tae Kim
- Department of Neurology, Keimyung University Dongsan Medical Center, Daegu, Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Suwon, Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Jun-Sang Sunwoo
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University, College of Medicine, Seoul, Korea
| | - Beomseok Jeon
- Department of Neurology, Seoul National University Hospital, Seoul National University, College of Medicine, Seoul, Korea
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29
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Her S, Cha KS, Choi JW, Kim H, Byun JI, Sunwoo JS, Kim TJ, Lim JA, Jung KY, Kim KH. Impaired visuospatial attention revealed by theta- and beta-band cortical activities in idiopathic REM sleep behavior disorder patients. Clin Neurophysiol 2019; 130:1962-1970. [PMID: 31476702 DOI: 10.1016/j.clinph.2019.07.030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 07/04/2019] [Accepted: 07/26/2019] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Idiopathic REM sleep behavior disorder (iRBD) patients are susceptible to cognitive deficits, especially attention dysfunction. The objective of this study is to elucidate the neural mechanism of the dysfunction in attention known as 'inhibition of return' (IOR) in iRBD patients based on an analysis of oscillatory cortical activity during a selective attention task. METHODS Event-related potentials (ERPs) were recorded from iRBD patients and normal control subjects while performing a Posner task. The differences in N1 ERP and theta- and beta-bands event-related spectral perturbations (ERSPs) between valid and invalid stimuli were compared between groups. RESULTS The N1 amplitude was significantly higher for the invalid stimuli in controls, while the valid-invalid difference was not significant in iRBD patients. The valid-invalid differences in ERSPs were prominent in controls at ∼100-400 ms for the theta-band and ∼200-400 ms for the beta-band, and the valid-invalid differences in ERSPs were not significant in the iRBD patients. CONCLUSION The results demonstrated that valid-invalid differences in neural activity were absent in iRBD patients, and these neural findings were in accord with the behavioral results. SIGNIFICANCE Our findings imply impairment in sensory-perceptual processing mediated by attentional control and response inhibition in early-stage iRBD before clinical neurodegeneration.
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Affiliation(s)
- Seongjin Her
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea
| | - Kwang Su Cha
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea; Department of Neurology, Seoul National University Hospital, Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Jeong Woo Choi
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea; Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Hyun Kim
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea
| | - Jung-Ick Byun
- Department of Neurology, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Jun-Sang Sunwoo
- Department of Neurosurgery, Seoul National University Hospital, Seoul, South Korea
| | - Tae-Joon Kim
- Department of Neurology, Ajou University School of Medicine, Ajou University Medical Center, Suwon, South Korea
| | - Jung-Ah Lim
- Department of Neurology, Chamjoeun Hospital, Gwangju, South Korea
| | - Ki-Young Jung
- Department of Neurology, Seoul National University Hospital, Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, South Korea.
| | - Kyung Hwan Kim
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju, South Korea.
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30
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Bušková J, Peřinová P, Miletínová E, Dušek P, Růžička E, Šonka K, Kemlink D. Validation of the REM sleep behavior disorder screening questionnaire in the Czech population. BMC Neurol 2019; 19:110. [PMID: 31164104 PMCID: PMC6549323 DOI: 10.1186/s12883-019-1340-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 05/23/2019] [Indexed: 11/20/2022] Open
Abstract
Background Idiopathic rapid eye movement sleep behavior disorder (iRBD) affects 1–2% of people over 60 years of age and presents a high risk of developing a neurodegenerative disorder from the group of synucleinopathies, such as Parkinson’s disease, dementia with Lewy bodies and multiple system atrophy. Therefore, screening tools are needed. In 2007, the rapid eye movement sleep behavior disorder screening questionnaire (RBD-SQ) was developed and has been translated into several languages. The aim of study was to assess the validity and reliability of the Czech version of the RBD-SQ in a mixed population of sleep clinic patients, supplemented by healthy volunteers and RBD patients. Methods Participants included 81 iRBD patients, 205 patients with other sleep disorders (obstructive sleep apnea, insomnia, restless legs syndrome and periodic limb movement disorder, other parasomnias, or central hypersomnias including narcolepsy) and 20 healthy volunteers. Results The mean RBD-SQ score in the iRBD patients was 9.4 ± 2.8 points, and in the non-RBD group it was 4.5 ± 3.0 (P < 0.0001). Receiver -operator analysis yielded an area under the curve of 0.864, suggesting good diagnostic performance of the scale. When using a cut-off value for positivity of 5 points, sensitivity was 0.89 and specificity was 0.62. Conclusions The Czech version of the RBD-SQ is a sensitive tool for screening for iRBD patients and helps to identify subjects for complete clinical workup.
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Affiliation(s)
- Jitka Bušková
- Department of Sleep Medicine, National Institute of Mental Health, Klecany, Czech Republic
| | - Pavla Peřinová
- Department of Neurology and Center of Clinical Neurosciences, 1stFaculty of Medicine, Charles University, Kateřinská 30, 12000, Praha 2, Czech Republic
| | - Eva Miletínová
- Department of Sleep Medicine, National Institute of Mental Health, Klecany, Czech Republic
| | - Petr Dušek
- Department of Neurology and Center of Clinical Neurosciences, 1stFaculty of Medicine, Charles University, Kateřinská 30, 12000, Praha 2, Czech Republic
| | - Evžen Růžička
- Department of Neurology and Center of Clinical Neurosciences, 1stFaculty of Medicine, Charles University, Kateřinská 30, 12000, Praha 2, Czech Republic
| | - Karel Šonka
- Department of Neurology and Center of Clinical Neurosciences, 1stFaculty of Medicine, Charles University, Kateřinská 30, 12000, Praha 2, Czech Republic
| | - David Kemlink
- Department of Neurology and Center of Clinical Neurosciences, 1stFaculty of Medicine, Charles University, Kateřinská 30, 12000, Praha 2, Czech Republic.
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Jun JS, Kim R, Byun JI, Kim TJ, Lim JA, Sunwoo JS, Lee ST, Jung KH, Park KI, Chu K, Kim M, Lee SK, Jung KY. Prolonged-release melatonin in patients with idiopathic REM sleep behavior disorder. Ann Clin Transl Neurol 2019; 6:716-722. [PMID: 31019996 PMCID: PMC6469244 DOI: 10.1002/acn3.753] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 01/30/2019] [Accepted: 02/07/2019] [Indexed: 11/10/2022] Open
Abstract
Objective We investigated the effects of prolonged-release melatonin (PRM) on idiopathic rapid eye movement (REM) sleep behavior disorder (iRBD). Methods In this 4-week, randomized, double-blind, placebo-controlled pilot study, 30 participants with polysomnography-confirmed iRBD were assigned to receive PRM 2 mg per day, PRM 6 mg per day, or placebo. Medication was administered orally 30 min before bedtime. Primary outcomes included scores from the Clinical Global Impression-Improvement (CGI-I) and the Korean version of the RBD questionnaire-Hong Kong (RBDQ-KR). The secondary outcomes included RBDQ-KR factor 1 and factor 2 subscores, the Pittsburgh Sleep Quality Index score, the Epworth Sleepiness Scale score, the Short Form Health Survey version 2 score, and the frequency of dream-enacting behaviors assessed using a sleep diary. Results After 4 weeks, there were no differences in the proportions of patients with a CGI-I score of much improved or very much improved among the study groups. In addition, RBDQ-KR scores and secondary outcomes were not improved in all groups at 4 weeks, and there were no differences between the groups. Conclusion Our findings suggest that PRM may not be effective in treating RBD-related symptoms within the dose range used in this study. Further studies using doses higher than 6 mg per day are warranted.
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Affiliation(s)
- Jin-Sun Jun
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea.,Department of Neurosurgery Seoul National University Hospital Seoul Republic of Korea
| | - Ryul Kim
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
| | - Jung-Ick Byun
- Department of Neurology Kyung Hee University Hospital at Gangdong Seoul Republic of Korea
| | - Tae-Joon Kim
- Department of Neurology Ajou University School of Medicine Suwon Republic of Korea
| | - Jung-Ah Lim
- Department of Neurology Kangnam Sacred Heart Hospital Hallym University College of Medicine Seoul Republic of Korea
| | - Jun-Sang Sunwoo
- Department of Neurology Soonchunhyang University Seoul Hospital Seoul Republic of Korea
| | - Soon-Tae Lee
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
| | - Keun-Hwa Jung
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
| | - Kyung-Il Park
- Department of Neurology Seoul National University Healthcare System Gangnam Center Seoul Republic of Korea
| | - Kon Chu
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
| | - Manho Kim
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
| | - Sang Kun Lee
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
| | - Ki-Young Jung
- Department of Neurology Seoul National University Hospital Seoul Republic of Korea
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