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Gool JK, Dang-Vu TT, van der Werf YD. White matter integrity in narcolepsy: the structural blueprint for functional complaints? Sleep 2024; 47:zsae020. [PMID: 38263318 PMCID: PMC11168760 DOI: 10.1093/sleep/zsae020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Indexed: 01/25/2024] Open
Affiliation(s)
- Jari K Gool
- Anatomy and Neurosciences, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Stichting Epilepsie Instellingen Nederland (SEIN), Sleep-Wake Centre, Heemstede, Netherlands
- Department of Neurology, Leiden University Medical Centre, Leiden, The Netherlands
- Compulsivity, Impulsivity and Attention, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Thien Thanh Dang-Vu
- Centre de recherche de l’Institut universitaire de gériatrie de Montréal, Centre intégré universitaire de santé et de services sociaux du Centre-Sud-de-l’Ile-de-Montréal, Montreal, QC, Canada
- Center for Studies in Behavioral Neurobiology, Department of Health, Kinesiology and Applied Physiology, Concordia University, Montreal, QC, Canada
| | - Ysbrand D van der Werf
- Anatomy and Neurosciences, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Compulsivity, Impulsivity and Attention, Amsterdam Neuroscience, Amsterdam, The Netherlands
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2
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Li A, Jaakkola MK, Saaresranta T, Klén R, Li XG. Analysis of sleep apnea research with a special focus on the use of positron emission tomography as a study tool. Sleep Med Rev 2024; 77:101967. [PMID: 38936220 DOI: 10.1016/j.smrv.2024.101967] [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: 03/01/2024] [Revised: 05/20/2024] [Accepted: 06/02/2024] [Indexed: 06/29/2024]
Abstract
The quality of sleep plays a significant role in determining human well-being, and studying sleep and sleep disorders using various methods can aid in the prevention and treatment of diseases. Positron emission tomography (PET) is a noninvasive and highly sensitive medical imaging technique that has been widely adopted in the clinic. This review article provides data on research activity related to sleep and sleep apnea and discusses the use of PET in investigating sleep apnea and other sleep disorders. We conducted a statistical analysis of the number of original research articles published on sleep and sleep apnea between 1965 and 2021 and found that there has been a dramatic increase in publications since 1990. The distribution of contributing countries and regions has also undergone significant changes. Although there is an extensive body of literature on sleep research (256,399 original research articles during 1965-2021), PET has only been used in 54 of these published studies, indicating a largely untapped area of research. Nonetheless, PET is a useful tool for identifying connections between sleep disorders and pathological changes in various diseases, including neurological, metabolic, and cardiovascular disorders, as well as cancer. To facilitate the broader use of PET in sleep apnea research, further studies are needed in both clinical and preclinical settings.
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Affiliation(s)
- Anting Li
- Turku PET Centre, University of Turku, Turku, Finland; Faculty of Medicine, University of Turku, Turku, Finland
| | - Maria K Jaakkola
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Tarja Saaresranta
- Division of Medicine, Department of Pulmonary Diseases, Turku University Hospital, Turku, Finland; Sleep Research Centre, Department of Pulmonary Diseases and Clinical Allergology, University of Turku, Turku, Finland
| | - Riku Klén
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland
| | - Xiang-Guo Li
- Turku PET Centre, University of Turku, Turku, Finland; Turku PET Centre, Turku University Hospital, Turku, Finland; InFLAMES Research Flagship, University of Turku, Turku, Finland; Department of Chemistry, University of Turku, Turku, Finland.
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3
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Rodrigo S, Costi S, Ellul P, Aubart M, Boddaert N, Auvin S, Elmaleh M, Ntorkou A, Bader-Meunier B, Lebon V, Melki I, Chiron C. Brain 18 F-FDG PET reveals cortico-subcortical hypermetabolic dysfunction in juvenile neuropsychiatric systemic lupus erythematosus. EJNMMI Res 2024; 14:34. [PMID: 38564068 PMCID: PMC10987444 DOI: 10.1186/s13550-024-01088-4] [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: 11/10/2023] [Accepted: 03/02/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND In juvenile systemic lupus erythematosus (j-SLE) with neuropsychiatric (NP) symptoms, there is a lack of diagnostic biomarkers. Thus, we study whether PET-FDG may identify any metabolic dysfunction in j-NPSLE. METHODS A total of 19 18FDG-PET exams were consecutively performed using PET-MRI system in 11 non-sedated patients presenting with j-NPSLE (11-18y) for less than 18 months (m) and without any significant lesion at MRI. Psychiatric symptoms were scored from 0 (none) to 3 (severe) at PET time. PET images were visually analyzed and voxel-based analyses of cerebral glucose metabolism were performed using statistical parametric mapping (spm) with an age-matched control group, at threshold set > 50 voxels using both p < 0.001 uncorrected (unc.) and p < 0.05 corrected family wise error (FWE). RESULTS Patients exhibited mainly psychiatric symptoms, with diffuse inflammatory j-NPSLE. First PET (n = 11) was performed at a mean of 15y of age, second/third PET (n = 7/n = 1) 6 to 19 m later. PET individual analysis detected focal bilateral anomalies in 13/19 exams visually but 19/19 using spm (unc.), mostly hypermetabolic areas (18/19). A total of 15% of hypermetabolic areas identified by spm had been missed visually. PET group analysis (n = 19) did not identify any hypometabolic area, but a large bilateral cortico-subcortical hypermetabolic pattern including, by statistical decreasing order (unc.), thalamus, subthalamic brainstem, cerebellum (vermis and cortex), basal ganglia, visual, temporal and frontal cortices. Mostly the subcortical hypermetabolism survived to FWE analysis, being most intense and extensive (51% of total volume) in thalamus and subthalamus brainstem. Hypermetabolism was strictly subcortical in the most severe NP subgroup (n = 8, scores 2-3) whereas it also extended to cerebral cortex, mostly visual, in the less severe subgroup (n = 11, scores 0-1), but difference was not significant. Longitudinal visual analysis was inconclusive due to clinical heterogeneity. CONCLUSIONS j-NPSLE patients showed a robust bilateral cortico-subcortical hypermetabolic network, focused subcortically, particularly in thalamus, proportionally to psychiatric features severity. Further studies with larger, but homogeneous, cohorts are needed to determine the sensitivity and specificity of this dysfunctional pattern as a potential biomarker in diffuse inflammatory j-NPSLE with normal brain MRI.
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Affiliation(s)
- Sebastian Rodrigo
- CEA, SHFJ (Frederic Joliot Hospital), Orsay, France
- Biomedical Multimodal Imaging (BioMaps) Laboratory, CEA, INSERM, CNRS, and Paris-Saclay University, Orsay, France
| | - Stefania Costi
- Pediatric Rheumatology Unit, ASST-PINI-CTO (Regional Health Care and Social Agency Gaetano Pini), Milan, Italy
| | - Pierre Ellul
- Child and Adolescent Psychiatry, APHP, Robert Debré Hospital, Paris-Cité University, Paris, France
- Immunology-Immunopathology-Immunotherapy (i3) Laboratory, INSERM UMR-S 959 and Sorbonne University, Paris, France
| | - Melodie Aubart
- Pediatric Neurology, APHP, Hospital Necker for Sick Children, Paris-Cité University, Paris, France
- INSERM U1163, Imagine Institute, Paris, France
| | - Nathalie Boddaert
- INSERM U1163, Imagine Institute, Paris, France
- Pediatric Radiology, APHP, Hospital Necker for Sick Children, Paris-Cité University, Paris, France
| | - Stephane Auvin
- Pediatric Neurology, APHP, Robert Debré Hospital, Paris-Cité University, Institut Universitaire de France (IUF), Paris, France
| | - Monique Elmaleh
- Pediatric Radiology, APHP, Robert Debré Hospital, Paris-Cité University, Paris, France
- INSERM U1141 Neurodiderot and Neurospin Institute, Paris, France
| | - Alexandra Ntorkou
- Pediatric Radiology, APHP, Robert Debré Hospital, Paris-Cité University, Paris, France
| | - Brigitte Bader-Meunier
- INSERM U1163, Imagine Institute, Paris, France
- Pediatric Immunology and Rhumatology, APHP, Hospital Necker for Sick Children, Paris, France
| | - Vincent Lebon
- CEA, SHFJ (Frederic Joliot Hospital), Orsay, France
- Biomedical Multimodal Imaging (BioMaps) Laboratory, CEA, INSERM, CNRS, and Paris-Saclay University, Orsay, France
| | - Isabelle Melki
- INSERM U1163, Imagine Institute, Paris, France
- Robert Debré Hospital, General Pediatrics, Infectious Disease and Internal Medicine Department, Reference center for Rheumatic, APHP, AutoImmune and Systemic diseases in children (RAISE), Paris, France
- Paediatrics, Rheumatology and Paediatric Internal Medicine, Children's Hospital, Bordeaux, France
| | - Catherine Chiron
- CEA, SHFJ (Frederic Joliot Hospital), Orsay, France.
- Pediatric Neurology, APHP, Hospital Necker for Sick Children, Paris-Cité University, Paris, France.
- INSERM U1141 Neurodiderot and Neurospin Institute, Paris, France.
- Service Hospitalier Frederic Joliot (INSERM U1141), 4 Place du General Leclerc, Orsay, 91400, France.
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Wenhong C, Xiaoying M, Lingli S, Binyun T, Yining W, Mingming Z, Yian L, Lixia Q, Wenyu H, Fengjin P. Assessing resting-state brain functional connectivity in adolescents and young adults with narcolepsy using functional near-infrared spectroscopy. Front Hum Neurosci 2024; 18:1373043. [PMID: 38606200 PMCID: PMC11007108 DOI: 10.3389/fnhum.2024.1373043] [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: 01/19/2024] [Accepted: 03/13/2024] [Indexed: 04/13/2024] Open
Abstract
This study aimed to elucidate the alterations in the prefrontal cortex's functional connectivity and network topology in narcolepsy patients using functional near-infrared spectroscopy (fNIRS). Twelve narcolepsy-diagnosed patients from Guangxi Zhuang Autonomous Region's People's Hospital Sleep Medicine Department and 11 matched healthy controls underwent resting fNIRS scans. Functional connectivity and graph theory analyses were employed to assess the prefrontal cortex network's properties and their correlation with clinical features. Results indicated increased functional connectivity in these adolescent and young adult patients with narcolepsy, with significant variations in metrics like average degree centrality and node efficiency, particularly in the left middle frontal gyrus. These alterations showed correlations with clinical symptoms, including depression and sleep efficiency. However, the significance of these findings was reduced post False Discovery Rate adjustment, suggesting a larger sample size is needed for validation. In conclusion, the study offers initial observations that alterations in the prefrontal cortex's functional connectivity may potentially act as a neurobiological indicator of narcolepsy, warranting further investigation with a larger cohort to substantiate these findings and understand the underlying mechanisms.
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Affiliation(s)
- Chen Wenhong
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Mo Xiaoying
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Shi Lingli
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Tang Binyun
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Wen Yining
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Zhao Mingming
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Lu Yian
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Qin Lixia
- Guangxi Clinical Reserch Center for Sleep Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Hu Wenyu
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Pan Fengjin
- Department of Sleep Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
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Chin WC, Huang SY, Liu FY, Wang CH, Tang I, Hsiao IT, Huang YS. The application of machine learning on brain imaging features of different narcolepsy subtypes. Sleep 2024; 47:zsad328. [PMID: 38183289 DOI: 10.1093/sleep/zsad328] [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: 06/26/2023] [Revised: 12/19/2023] [Indexed: 01/08/2024] Open
Abstract
STUDY OBJECTIVES Narcolepsy is a central hypersomnia disorder, and differential diagnoses between its subtypes can be difficult. Hence, we applied machine learning to analyze the positron emission tomography (PET) data of patients with type 1 or type 2 narcolepsy, and patients with type 1 narcolepsy and comorbid schizophrenia, to construct predictive models to facilitate the diagnosis. METHODS This is a retrospective and prospective case-control study of adolescent and young adult patients with type 1 or type 2 narcolepsy, and type 1 narcolepsy and comorbid schizophrenia. All participants received 18-F-fluorodeoxy glucose PET, sleep studies, neurocognitive tests, sleep questionnaires, and human leukocyte antigen typing. The collected PET data were analyzed by feature selections and classification methods in machine learning to construct predictive models. RESULTS A total of 314 participants with narcolepsy were enrolled; 204 had type 1 narcolepsy, 90 had type 2 narcolepsy, and 20 had type 1 narcolepsy and comorbid schizophrenia. We used three filter methods for feature selection followed by a comparative analysis of classification methods. To apply a small number of regions of interest (ROI) and high classification accuracy, the Naïve Bayes classifier with the Term Variance as feature selection achieved the goal with only three ROIs (left basal ganglia, left Heschl, and left striatum) and produced an accuracy of higher than 99%. CONCLUSIONS The accuracy of our predictive model of PET data are promising and can aid clinicians in the diagnosis of narcolepsy subtypes. Future research with a larger sample size could further refine the predictive model of narcolepsy.
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Affiliation(s)
- Wei-Chih Chin
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
- College of Life Sciences and Medicine, National Tsing Hua University, Hsinchu, Taiwan
| | - Sheng-Yao Huang
- Department of Mathematics, Soochow University, Taipei, Taiwan
| | - Feng-Yuan Liu
- Department of Medical Imaging and Radiological Sciences, College of Medicine and Healthy Aging Center, Chang Gung University, Taoyuan, Taiwan
- Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chih-Huan Wang
- Department of Psychology, Zhejiang Normal University, Zhejiang, China
| | - I Tang
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Ing-Tsung Hsiao
- Department of Medical Imaging and Radiological Sciences, College of Medicine and Healthy Aging Center, Chang Gung University, Taoyuan, Taiwan
- Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yu-Shu Huang
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
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Sun Y, Li T, Li J, Zou K, Tang X. The Epworth sleepiness scale may have more advantages than the multiple sleep latency test in assessing sleepiness in patients with obstructive sleep apnea. Cereb Cortex 2024; 34:bhad513. [PMID: 38216521 DOI: 10.1093/cercor/bhad513] [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: 11/10/2023] [Revised: 12/08/2023] [Accepted: 12/09/2023] [Indexed: 01/14/2024] Open
Abstract
This study aimed to analyze the brain function of severe obstructive sleep apnea patients with various sleepiness assessment methods and explore the brain imaging basis for the differences between these methods. This study included 30 severe obstructive sleep apnea patients and 19 healthy controls. Obstructive sleep apnea patients were divided into a subjective excessive daytime sleepiness group and a subjective non-excessive daytime sleepiness group according to the Epworth sleepiness scale. Moreover, they were divided into an objective excessive daytime sleepiness group and an objective non-excessive daytime sleepiness group according to the multiple sleep latency test. The fractional amplitude of low-frequency fluctuation was used to assess the features of brain function. Compared with healthy controls, participants in the subjective excessive daytime sleepiness group exhibited higher fractional amplitude of low-frequency fluctuation signals in the right thalamus, left cerebellar lobe 6, left putamen, and pallidum. Participants in the objective excessive daytime sleepiness group showed higher fractional amplitude of low-frequency fluctuation signals in the right thalamus and lower fractional amplitude of low-frequency fluctuation signals in the right superior frontal gyrus, the dorsolateral and superior frontal gyrus, and the medial orbital. We concluded that the thalamus may be involved in subjective and objective sleepiness regulation. Functional abnormalities in the putamen and pallidum may be involved in subjective sleepiness, whereas the frontal lobe may be involved in objective sleepiness.
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Affiliation(s)
- Yuangfeng Sun
- Sleep Medicine Center, West China Hospital, Sichuan University, 28 Telecom South Street, Wuhou District, Chengdu 610041, China
| | - Taomei Li
- Sleep Medicine Center, West China Hospital, Sichuan University, 28 Telecom South Street, Wuhou District, Chengdu 610041, China
| | - Jing Li
- Center for Neurological Function Test and Neuromodulation, West China Xiamen Hospital, Sichuan University, 699 Jinyuan West Road, Xingbin Street, Jimei District, Xiamen, Fujian 361021, China
| | - Ke Zou
- Sleep Medicine Center, West China Hospital, Sichuan University, 28 Telecom South Street, Wuhou District, Chengdu 610041, China
| | - Xiangdong Tang
- Sleep Medicine Center, West China Hospital, Sichuan University, 28 Telecom South Street, Wuhou District, Chengdu 610041, China
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Tan Z, Zeng Q, Hu X, Di D, Chen L, Lin Z, Cheng G. Altered dynamic functional network connectivity in drug-naïve Parkinson's disease patients with excessive daytime sleepiness. Front Aging Neurosci 2023; 15:1282962. [PMID: 38125809 PMCID: PMC10731041 DOI: 10.3389/fnagi.2023.1282962] [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: 08/25/2023] [Accepted: 11/23/2023] [Indexed: 12/23/2023] Open
Abstract
Background Excessive daytime sleepiness (EDS) is a frequent nonmotor symptoms of Parkinson's disease (PD), which seriously affects the quality of life of PD patients and exacerbates other nonmotor symptoms. Previous studies have used static analyses of these resting-state functional magnetic resonance imaging (rs-fMRI) data were measured under the assumption that the intrinsic fluctuations during MRI scans are stationary. However, dynamic functional network connectivity (dFNC) analysis captures time-varying connectivity over short time scales and may reveal complex functional tissues in the brain. Purpose To identify dynamic functional connectivity characteristics in PD-EDS patients in order to explain the underlying neuropathological mechanisms. Methods Based on rs-fMRI data from 16 PD patients with EDS and 41 PD patients without EDS, we applied the sliding window approach, k-means clustering and independent component analysis to estimate the inherent dynamic connectivity states associated with EDS in PD patients and investigated the differences between groups. Furthermore, to assess the correlations between the altered temporal properties and the Epworth sleepiness scale (ESS) scores. Results We found four distinct functional connectivity states in PD patients. The patients in the PD-EDS group showed increased fractional time and mean dwell time in state IV, which was characterized by strong connectivity in the sensorimotor (SMN) and visual (VIS) networks, and reduced fractional time in state I, which was characterized by strong positive connectivity intranetwork of the default mode network (DMN) and VIS, while negative connectivity internetwork between the DMN and VIS. Moreover, the ESS scores were positively correlated with fraction time in state IV. Conclusion Our results indicated that the strong connectivity within and between the SMN and VIS was characteristic of EDS in PD patients, which may be a potential marker of pathophysiological features related to EDS in PD patients.
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Affiliation(s)
- Zhiyi Tan
- Department of Medical Imaging, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Qiaoling Zeng
- Department of Medical Imaging, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Xuehan Hu
- Department of Medical Imaging, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Duoduo Di
- Department of Medical Imaging, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Lele Chen
- Department of Medical Imaging, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Zhijian Lin
- Department of Neurology, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Guanxun Cheng
- Department of Medical Imaging, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
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Chin WC, Huang YS, Tang I, Lee PY, Wang CH, Chao KY. Impact of Taiwan's 2021 COVID-19 lockdown on the symptom severity and quality of life of patients with narcolepsy. Sleep Biol Rhythms 2023; 21:419–429. [PMID: 37363640 PMCID: PMC10113120 DOI: 10.1007/s41105-023-00458-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 04/05/2023] [Indexed: 06/28/2023]
Abstract
COVID-19 lockdowns can influence the sleep quality and daytime condition of patients with narcolepsy. Using data from our cohort study, we investigated changes in the quality of life and the symptom severity of patients with narcolepsy during Taiwan's 2021 lockdown and investigated differences by narcolepsy subtype, sex, and age. Patients with type 1 and type 2 narcolepsy (NT1 and NT2, respectively) aged 6-40 years were retrospectively recruited from our narcolepsy cohort study. These patients were regularly evaluated using the Short Form 36 Health Survey questionnaire (SF-36), the Epworth Sleepiness Scale (ESS), the visual analog scale (VAS) for hypersomnolence, the VAS for cataplexy and sleep diary. We compared the differences between the lockdown and the prelockdown periods by narcolepsy subtype, sex, and age. We used a paired t test analysis to compare differences in the SF-36, ESS, VAS scores and data of sleep diary between the prelockdown and lockdown periods (p1), and an independent t test analysis was used to compare the changes in different subgroups between the prelockdown and lockdown periods (p2). A total of 120 patients with narcolepsy were recruited (mean age 24.22 ± 6.87 years; 58% male); 80 of the patients had NT1 (mean age 25.25 ± 6.79 years; 60% male) and 40 had NT2 (mean age 22.16 ± 6.64, 53% male). During the lockdown period, the ESS score of total patients was decreased (p = 0.039) and body mass index was increased (p = 0.02). The NT1 group decreased significantly (p1 = 0.017), especially in men (p1 = 0.016) and adults (p1 = 0.04); scores for the VT domain of the SF-36 increased significantly in male and adult patients with NT2 (p1 = 0.048 and 0.012). Additionally, male patients with NT2 exhibited significantly decreased scores in the physical and emotional role functioning domains (p1 = 0.028, 0.024). The children and adolescents with NT1 had significantly decreased scores in the general health domain of the SF-36, but no significant change was noted in that of adults (p1 = 0.027, p2 = 0.012). We observed both negative and positive impacts of Taiwan's 2021 lockdown on patients with narcolepsy. A more flexible but structured daily routine with adequate sleep time should be considered for this population during lockdown and nonlockdown periods.
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Affiliation(s)
- Wei-Chih Chin
- Division of Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yu-Shu Huang
- Division of Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - I. Tang
- Division of Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Pin-Yi Lee
- Department of Clinical Psychology, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Chih-Huan Wang
- Department of Psychology, Zhejiang Normal University, Jinhua, China
| | - Kuo-Yu Chao
- Department of Nursing, Chang Gung University of Science and Technology, Taoyuan, Taiwan
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Sardar H, Goldstein-Piekarski AN, Giardino WJ. Amygdala neurocircuitry at the interface between emotional regulation and narcolepsy with cataplexy. Front Neurosci 2023; 17:1152594. [PMID: 37266541 PMCID: PMC10230954 DOI: 10.3389/fnins.2023.1152594] [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: 01/28/2023] [Accepted: 03/17/2023] [Indexed: 06/03/2023] Open
Abstract
Narcolepsy is a sleep disorder characterized by chronic and excessive daytime sleepiness, and sudden intrusion of sleep during wakefulness that can fall into two categories: type 1 and type 2. Type 1 narcolepsy in humans is widely believed to be caused as a result of loss of neurons in the brain that contain the key arousal neuropeptide Orexin (Orx; also known as Hypocretin). Patients with type 1 narcolepsy often also present with cataplexy, the sudden paralysis of voluntary muscles which is triggered by strong emotions (e.g., laughter in humans, social play in dogs, and chocolate in rodents). The amygdala is a crucial emotion-processing center of the brain; however, little is known about the role of the amygdala in sleep/wake and narcolepsy with cataplexy. A collection of reports across human functional neuroimaging analyses and rodent behavioral paradigms points toward the amygdala as a critical node linking emotional regulation to cataplexy. Here, we review the existing evidence suggesting a functional role for the amygdala network in narcolepsy, and build upon a framework that describes relevant contributions from the central nucleus of the amygdala (CeA), basolateral amygdala (BLA), and the extended amygdala, including the bed nucleus of stria terminalis (BNST). We propose that detailed examinations of amygdala neurocircuitry controlling transitions between emotional arousal states may substantially advance progress in understanding the etiology of narcolepsy with cataplexy, leading to enhanced treatment opportunities.
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Affiliation(s)
- Haniyyah Sardar
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
- Center for Sleep and Circadian Sciences, Stanford University School of Medicine, Stanford, CA, United States
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, United States
| | - Andrea N. Goldstein-Piekarski
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
- Center for Sleep and Circadian Sciences, Stanford University School of Medicine, Stanford, CA, United States
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, United States
| | - William J. Giardino
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States
- Center for Sleep and Circadian Sciences, Stanford University School of Medicine, Stanford, CA, United States
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA, United States
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Zheng JH, Ma JJ, Sun WH, Wang ZD, Chang QQ, Dong LR, Shi XX, Li MJ. Excessive Daytime Sleepiness in Parkinson's Disease is Related to Functional Abnormalities in the Left Angular Gyrus. Clin Neuroradiol 2023; 33:121-127. [PMID: 35768695 DOI: 10.1007/s00062-022-01190-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 06/14/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE Excessive daytime sleepiness (EDS) is a common non-motor symptom in Parkinson's disease (PD), but its neuropathology remains elusive. Our goal is to explore the potential neural substrates of EDS in a large sample of individuals with PD. METHODS We recruited 48 PD patients with and 87 PD patients without EDS. We used resting-state functional magnetic resonance imaging to compare amplitudes of low-frequency fluctuations (ALFF) between the two groups. We also explored functional connectivity (FC) between the entire brain and regions where ALFF differed between the two groups as well as FC between selected regions of interest. Age, Part III of the Movement Disorder Society Unified Parkinson's Disease Rating Scale (MDS-UPDRS-III) score and use of dopamine receptor agonists were treated as covariates in the comparisons. RESULTS EDS was associated with significantly lower ALFF in the left angular gyrus, and ALFF in this region correlated negatively with score on the Epworth Sleepiness Scale in patients with PD. EDS was also associated with significantly lower FC between the left angular gyrus and right cerebellum, based on seed-to-voxel and inter-ROI analyses. CONCLUSION Our results suggest that EDS in PD patients is associated with reduced spontaneous neural activity in the left angular gyrus and with reduced FC between the left angular gyrus and cerebellum. These findings may help understand and treat EDS in PD.
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Affiliation(s)
- Jin Hua Zheng
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Henan University, Henan Province, Zhengzhou, China
| | - Jian Jun Ma
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China. .,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China. .,Department of Neurology, People's Hospital of Henan University, Henan Province, Zhengzhou, China.
| | - Wen Hua Sun
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Zhi Dong Wang
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Qing Qing Chang
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Lin Rui Dong
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Xiao Xue Shi
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Ming Jian Li
- Department of Neurology, Henan Provincial People's Hospital, 450003, Zhengzhou, Henan Province, China.,Department of Neurology, People's Hospital of Henan University, Henan Province, Zhengzhou, China
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11
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Dworetz A, Trotti LM, Sharma S. Novel Objective Measures of Hypersomnolence. CURRENT SLEEP MEDICINE REPORTS 2023; 9:45-55. [PMID: 37193087 PMCID: PMC10168608 DOI: 10.1007/s40675-022-00245-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/15/2022] [Indexed: 01/11/2023]
Abstract
Purpose of review To provide a brief overview of current objective measures of hypersomnolence, discuss proposed measure modifications, and review emerging measures. Recent findings There is potential to optimize current tools using novel metrics. High-density and quantitative EEG-based measures may provide discriminative informative. Cognitive testing may quantify cognitive dysfunction common to hypersomnia disorders, particularly in attention, and objectively measure pathologic sleep inertia. Structural and functional neuroimaging studies in narcolepsy type 1 have shown considerable variability but so far implicate both hypothalamic and extra-hypothalamic regions; fewer studies of other CDH have been performed. There is recent renewed interest in pupillometry as a measure of alertness in the evaluation of hypersomnolence. Summary No single test captures the full spectrum of disorders and use of multiple measures will likely improve diagnostic precision. Research is needed to identify novel measures and disease-specific biomarkers, and to define combinations of measures optimal for CDH diagnosis.
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Affiliation(s)
- Alex Dworetz
- Sleep Disorders Center, Atlanta Veterans Affairs Medical Center, Atlanta, GA
| | - Lynn Marie Trotti
- Sleep Center, Emory Healthcare, Atlanta, GA
- Department of Neurology, Emory University School of Medicine, Atlanta, GA
| | - Surina Sharma
- Sleep Center, Emory Healthcare, Atlanta, GA
- Deparment of Medicine, Emory University School of Medicine, Atlanta, GA
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12
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Yu YK, Yao ZY, Wei YX, Kou CG, Yao B, Sun WJ, Li SY, Fung K, Jia CX. Depressive Symptoms as a Mediator between Excessive Daytime Sleepiness and Suicidal Ideation among Chinese College Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16334. [PMID: 36498403 PMCID: PMC9736464 DOI: 10.3390/ijerph192316334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/02/2022] [Accepted: 12/04/2022] [Indexed: 06/17/2023]
Abstract
The purpose of this study was to verify the mediating role of depressive symptoms between excessive daytime sleepiness and suicidal ideation in college students. Of the 6944 participants, 2609 (37.6%) were male and 4335 (62.4%) were female. College students with excessive daytime sleepiness (p < 0.001) and those with depressive symptoms (p < 0.001) were more likely to have suicidal ideation. Moreover, both excessive daytime sleepiness (β = 0.14, 95% CI: 1.01−1.32) and depressive symptoms (β = 1.47, 95% CI: 3.80−5.00) were associated with suicidal ideation. The effect size of the mediating role of depressive symptoms in excessive daytime sleepiness to suicidal ideation was 50.41% for the entire sample, 58.33% for males, and 42.98% for females. Depressive symptoms partially mediated the relationship between excessive daytime sleepiness and suicidal ideation. The timely assessment of depressive symptoms in college students with excessive daytime sleepiness, and intervention, may reduce their risk of suicidal ideation.
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Affiliation(s)
- Yao-Kun Yu
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University & Shandong University Center for Suicide Prevention Research, 44 West Wenhua Road, Jinan 250012, China
| | - Zhi-Ying Yao
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University & Shandong University Center for Suicide Prevention Research, 44 West Wenhua Road, Jinan 250012, China
| | - Yan-Xin Wei
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University & Shandong University Center for Suicide Prevention Research, 44 West Wenhua Road, Jinan 250012, China
| | - Chang-Gui Kou
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun 130021, China
| | - Bin Yao
- Student Mental Health Education and Counseling Center, Xi’an Jiaotong University, Xi’an 710049, China
| | - Wen-Jun Sun
- Student Work Office, College of Textile and Clothing, Qingdao University, Qingdao 266071, China
| | - Su-Yun Li
- Department of Epidemiology and Health Statistics, School of Public Health, Qingdao University, Qingdao 266071, China
| | - Kenneth Fung
- Department of Psychiatry, University of Toronto, Toronto Western Hospital, 399 Bathurst St. 9 EW, Toronto, ON M5T2S8, Canada
| | - Cun-Xian Jia
- Department of Epidemiology, School of Public Health, Cheeloo College of Medicine, Shandong University & Shandong University Center for Suicide Prevention Research, 44 West Wenhua Road, Jinan 250012, China
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13
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Wu L, Zhan Q, Liu Q, Xie S, Tian S, Xie L, Wu W. Abnormal Regional Spontaneous Neural Activity and Functional Connectivity in Unmedicated Patients with Narcolepsy Type 1: A Resting-State fMRI Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15482. [PMID: 36497558 PMCID: PMC9738657 DOI: 10.3390/ijerph192315482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 11/04/2022] [Accepted: 11/18/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Previous Resting-state functional magnetic resonance imaging (fMRI) studies have mainly focused on cerebral functional alteration in processing different emotional stimuli in patients with narcolepsy type 1 (NT1), but were short of exploration of characteristic brain activity and its remote interaction patterns. This study aimed to investigate the spontaneous blood oxygen fluctuations at rest and to elucidate the neural mechanisms underlying neuropsychiatric behavior. METHOD A total of 18 unmedicated patients with NT1 and matched healthy individuals were recruited in a resting-state fMRI study. Magnetic resonance imaging (MRI) data were first analyzed using fractional low-frequency amplitude of low-frequency fluctuation (fALFF) to detect changes in local neural activity, and regions with group differences were taken as regions of interest (ROIs). Secondly, functional connectivity (FC) analysis was used to explore altered connectivity between ROIs and other areas. Lastly, the relationship between functional brain activity and neuropsychiatric behaviors was analyzed with correlation analysis. RESULTS fALFF analysis revealed enhanced neural activity in bilateral fusiform gyrus (FFG), right precentral gyrus, and left postcentral gyrus (PoCG) in the NT1 group. The patients indicated reduced activity in the bilateral temporal pole middle temporal gyrus (TPOmid), left caudate nucleus (CAU), left parahippocampus, left precuneus (PCUN), right amygdala, and right anterior cingulate and paracingulate gyri. ESS score was negatively correlated with fALFF in the right FFG. The NT1 group revealed decreased connectivity between left TPOmid and right PoCG, the bilateral middle frontal gyrus, left superior frontal gyrus, medial, and right supramarginal gyrus. Epworth Sleepiness Scale (ESS) was negatively correlated with FC of the left TPOmid with left putamen (PUT) in NT1. Compared with healthy controls (HCs), enhanced FC of the left CAU with right FFG was positively associated with MSLT-SOREMPs in patients. Furthermore, increased FC of the left PCUN with right PoCG was positively correlated with SDS score. CONCLUSIONS We found that multiple functional activities related to the processing of emotional regulation and sensory information processing were abnormal, and some were related to clinical characteristics. fALFF in the left postcentral or right precentral gyrus may be used as a biomarker of narcolepsy, whereas fALFF in the right fusiform and the FC strength of the left temporal pole middle temporal gyrus with the putamen may be clinical indicators to assess the drowsiness severity of narcolepsy.
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Affiliation(s)
- Lanxiang Wu
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Qingqing Zhan
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Qian Liu
- Imaging Department, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Suheng Xie
- Imaging Department, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Sheng Tian
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Liang Xie
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
| | - Wei Wu
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang 330006, China
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14
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Chin WC, Wang CH, Huang YS, Hsu JF, Chu KC, Tang I, Paiva T. Quality of life changes and their predictors in young adult narcolepsy patients after treatment: A real-world cohort study. Front Psychiatry 2022; 13:956037. [PMID: 36016973 PMCID: PMC9395703 DOI: 10.3389/fpsyt.2022.956037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
Background We conducted a five-year prospective follow-up study to track the real-world quality of life of patients with narcolepsy after medication and analyzed predictors. Methods The study ultimately included 157 participants who completed 5-year follow-up, 111 had type 1 narcolepsy (NT1) and 46 had type 2 narcolepsy (NT2). Polysomnography, multiple sleep latency test, actigraphy and HLA-typing were conducted. The Short Form 36 Health Survey Questionnaire (SF-36), the Stanford Center for Narcolepsy Sleep Inventory, the Epworth Sleepiness Scale (ESS), the visual analog for hypersomnolence (VAS), and Conners' Continuous Performance Test were used. Descriptive statistics, repeated measures, and hierarchical linear models were applied for analysis. Results Most demographic and clinical data did not significantly differ between groups, but the NT1 group had significantly more overweight, more severe narcoleptic symptoms, more positive HLA typing, shorter mean sleep latency, and more sleep onset rapid eye movement periods. No significant change to the physical domains of SF-36 was found in the total group, but we observed significant changes in emotional role functioning and social function. The NT1 group showed significant improvements in physical role functioning, emotional role functioning, and social function. The NT2 group demonstrated significant improvements in emotional role functioning. At the baseline, the NT2 group had significantly better scores, but there was no significant group difference after treatment, except for physical and social function. ESS and VAS were significantly improved during follow-up. At the baseline, the NT1 group had significantly higher ESS and VAS scores, and continuously significantly higher ESS scores during follow-up. Narcolepsy types, HLA typing, age of onset, symptom severity, attention and vigilance were significantly correlated with SF-36. Conclusion Symptom control greatly associates with the quality of life in narcoleptic patients, and medication can play the most important role. Management targeting narcoleptic symptoms, attention impairment, and drug adherence should be provided.
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Affiliation(s)
- Wei-Chih Chin
- Division of Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chih-Huan Wang
- Department of Psychology, Zhejiang Normal University, Jinhua, China
| | - Yu-Shu Huang
- Division of Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jen-Fu Hsu
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Pediatrics, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kuo-Chung Chu
- Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - I Tang
- Division of Psychiatry and Sleep Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Teresa Paiva
- Neurophysiology and Sleep Medicine, University of Lisbon, Lisbon, Portugal
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15
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Chung IH, Chin WC, Huang YS, Wang CH. Pediatric Narcolepsy—A Practical Review. CHILDREN 2022; 9:children9070974. [PMID: 35883958 PMCID: PMC9320719 DOI: 10.3390/children9070974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/21/2022] [Accepted: 06/24/2022] [Indexed: 11/16/2022]
Abstract
Pediatric narcolepsy is a chronic sleep-wakefulness disorder. Its symptoms frequently begin in childhood. This review article examined the literature for research reporting on the effects of treatment of pediatric narcolepsy, as well as proposed etiology and diagnostic tools. Symptoms of pediatric narcolepsy include excessive sleepiness and cataplexy. In addition, rapid-eye-movement-related phenomena such as sleep paralysis, sleep terror, and hypnagogic or hypnapompic hallucinations can also occur. These symptoms impaired children’s function and negatively influenced their social interaction, studying, quality of life, and may further lead to emotional and behavioral problems. Therefore, early diagnosis and intervention are essential for children’s development. Moreover, there are differences in clinical experiences between Asian and Western population. The treatment of pediatric narcolepsy should be comprehensive. In this article, we review pediatric narcolepsy and its treatment approach: medication, behavioral modification, and education/mental support. Pharmacological treatment including some promising newly-developed medication can decrease cataplexy and daytime sleepiness in children with narcolepsy. Other forms of management such as psychosocial interventions involve close cooperation between children, school, family, medical personnel, and can further assist their adjustment.
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Affiliation(s)
- I-Hang Chung
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and College of Medicine, Taoyuan 333, Taiwan; (I.-H.C.); (W.-C.C.)
| | - Wei-Chih Chin
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and College of Medicine, Taoyuan 333, Taiwan; (I.-H.C.); (W.-C.C.)
| | - Yu-Shu Huang
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and College of Medicine, Taoyuan 333, Taiwan; (I.-H.C.); (W.-C.C.)
- Correspondence: ; Tel.: +886-3-328-1200 (ext. 2479); Fax: +886-3-328-0267
| | - Chih-Huan Wang
- Department of Psychology, Zhejiang Normal University, Jinhua 321004, China;
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16
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von Lukowicz H, Poets CF, Peters T, Wilhelm B, Schlarb A, Urschitz MS. Validity of the Pupillographic Sleepiness Test for the diagnosis of daytime sleepiness in children and adolescents and its relationship to sleepiness-associated outcomes. Sleep Med 2021; 83:145-150. [PMID: 34015717 DOI: 10.1016/j.sleep.2021.04.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/19/2021] [Accepted: 04/20/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVES To report validation data for the Pupillographic Sleepiness Test (PST) in children and adolescents, evaluate its applicability for diagnosing excessive daytime sleepiness and its relationship to sleepiness-associated outcomes. METHODS A cross-sectional diagnostic test accuracy study was performed. Patients underwent three PST at 9 a.m. (T1), 11 a.m. (T2) and 1 p.m. (T3) plus the Multiple Sleep Latency Test (MSLT) on a single day. Additionally, two neurocognitive tests were performed and three questionnaires about quality of life, sleep-related self-efficacy and behavioural aspects completed. Gender-stratified z-values of the natural logarithm of the Pupillary Unrest Index (z-lnPUI) were correlated to Sleep Latency (SL) and Mean Sleep Latency (MSL) and to variables of neurocognitive tests and questionnaires using Spearman's rank correlation. Cut-off values were determined by receiver operating characteristic (ROC) analysis. RESULTS 47 patients were recruited (median 10.6 years, range 6-18). Correlation between z-lnPUI and SL was rT1 = -0.373 (p = 0.011); rT2 = -0.320 (p = 0.028) and rT3 = -0.336 (p = 0.022). Correlation between z-lnPUI and MSL was rT1 = -0.338 (p = 0.020); rT2 = -0.202 (p = 0.173); rT3 = -0.117 (p = 0.433). ROC analysis showed an area under the curve of 90.7% and PUI cut-off values of 12.6 mm/min (boys) and 11.6 mm/min (girls). There were moderate correlations between z-lnPUIT1 and reaction time and omission errors in neurocognitive tests (r = 0.394, p = 0.007 and 0.391, p = 0.008). CONCLUSIONS We found satisfactory correlations between PST and MSLT results. The z-lnPUIT1 was related to MSL and objective measures of attention ability. Given this accuracy, the PST may be used as a screening tool for evaluating daytime sleepiness in children and adolescents. Corresponding gender-related reference values are now available.
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Affiliation(s)
| | - Christian F Poets
- Working Group on Pediatric Sleep Medicine, Department of Neonatology, University Children's Hospital, Tuebingen, Germany.
| | - Tobias Peters
- Pupil Research Group, Centre for Ophthalmology, University Hospital, Tuebingen, Germany
| | - Barbara Wilhelm
- Pupil Research Group, Centre for Ophthalmology, University Hospital, Tuebingen, Germany
| | - Angelika Schlarb
- Department of Psychology, University of Bielefeld, Bielefeld, Germany
| | - Michael S Urschitz
- Division of Paediatric Epidemiology, Institute of Medical Biostatistics, Epidemiology, and Informatics, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany
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17
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Janssens KAM, Quaedackers L, Lammers GJ, Amesz P, van Mierlo P, Aarts L, Peeters E, Hendriks D, Vandenbussche N, Overeem S, Pillen S. Effect of treatment on cognitive and attention problems in children with narcolepsy type 1. Sleep 2021; 43:5854315. [PMID: 32505131 DOI: 10.1093/sleep/zsaa114] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 04/30/2020] [Indexed: 11/15/2022] Open
Abstract
STUDY OBJECTIVES To ascertain the presence of cognitive and attention problems in treatment naïve children with narcolepsy type 1 (NT1) and to explore whether children recently diagnosed with NT1 improve with respect to cognition and attention problems 1 year after regular treatment for NT1. METHODS A total of 15 treatment naïve children (7-15 years) with recently diagnosed NT1 were recruited from three sleep medicine centers in the Netherlands. The control group consisted of 15 healthy children, being frequency matched on age and gender. Both groups were investigated at baseline to examine intelligence profile (Wechsler Intelligence Scale for Children [WISC] III), attention problems, and processing speed (Bourdon Vos and sustained attention to respond task [SART]). These tests were repeated in children with NT1 1 year after regular (behavioral and medication) treatment for NT1. RESULTS Children with NT1 scored significantly lower on the verbal scale and processing speed subscale of the WISC III, showed more fluctuations in reaction time of the Bourdon Vos and made more mistakes during the SART than the healthy control group at baseline. Children with NT1 significantly improved on total IQ score, and on the WISC indices processing speed, and perceptual organization 1 year after treatment. At follow-up, test scores of treated children were largely comparable to those of the control group at baseline. CONCLUSIONS Children with NT1 show improvement in several cognitive domains 1 year after start of treatment. Our findings stress the need for early detection and treatment of narcolepsy in childhood.
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Affiliation(s)
- Karin A M Janssens
- Sleep-Wake Centre, Stichting Epilepsie Instellingen Nederland (SEIN), Zwolle/Heemstede, The Netherlands
| | - Laury Quaedackers
- Center for Sleep Medicine, Kempenhaeghe, Heeze, The Netherlands.,Department of Industrial Design, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Gert Jan Lammers
- Sleep-Wake Centre, Stichting Epilepsie Instellingen Nederland (SEIN), Zwolle/Heemstede, The Netherlands
| | - Pauline Amesz
- Sleep-Wake Centre, Stichting Epilepsie Instellingen Nederland (SEIN), Zwolle/Heemstede, The Netherlands
| | | | - Lisanne Aarts
- Center for Sleep Medicine, Kempenhaeghe, Heeze, The Netherlands
| | - Els Peeters
- Department of Child Neurology, Juliana Children's Hospital-Haga Teaching Hospital, The Hague, The Netherlands.,Sleeping Center, Medical Centre Haaglanden, The Hague, The Netherlands
| | - Danielle Hendriks
- Sleeping Center, Medical Centre Haaglanden, The Hague, The Netherlands
| | | | - Sebastiaan Overeem
- Center for Sleep Medicine, Kempenhaeghe, Heeze, The Netherlands.,Department of Industrial Design, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Sigrid Pillen
- Center for Sleep Medicine, Kempenhaeghe, Heeze, The Netherlands.,Department of Industrial Design, Eindhoven University of Technology, Eindhoven, The Netherlands
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18
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Chin WC, Liu FY, Huang YS, Hsiao IT, Wang CH, Chen YC. Different positron emission tomography findings in schizophrenia and narcolepsy type 1 in adolescents and young adults: a preliminary study. J Clin Sleep Med 2021; 17:739-748. [PMID: 33226331 DOI: 10.5664/jcsm.9032] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES The association between schizophrenia and narcolepsy has been controversial. We conducted a prospective case control study of schizophrenia and comorbid narcolepsy type 1 in adolescents compared with patients with either diagnosis alone and healthy controls using 18F-fluorodeoxy glucose positron emission tomography, sleep studies, and neurocognitive tests. METHODS We included 11 patients (9-20 years old) with schizophrenia and comorbid narcolepsy type 1, 11 with narcolepsy type 1, 11 with schizophrenia, and 11 controls. All groups were matched for age and sex. Participants were required to submit to clinical interviews for sleep and psychiatric disorders, sleep questionnaires, continuous performance test, Wisconsin card sorting test, sleep studies including polysomnography, multiple sleep latency test and actigraphy, and positron emission tomography studies. All data were analyzed to compare the differences between the 4 groups. RESULTS The positron emission tomography results demonstrated significant differences in the dual diagnoses group compared with the 3 other groups. Compared with the controls, the dual diagnoses group had a significant presence of hypometabolism in the right mid-frontal, right orbital inferior frontal, and right posterior cingulum and a significant presence of hypermetabolism in the left amygdala, bilateral striatum, bilateral substantia nigra, bilateral basal ganglia, and bilateral thalamus. Continuous performance tests and Wisconsin card sorting tests showed that the dual diagnoses group had the worst performance. CONCLUSIONS Patients with schizophrenia and comorbid narcolepsy type 1 had different positron emission tomography findings than those with either schizophrenia or narcolepsy type 1 alone. They also had more neurocognitive impairments and required additional interventions.
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Affiliation(s)
- Wei-Chih Chin
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Feng-Yuan Liu
- Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Yu-Shu Huang
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Ing-Tsung Hsiao
- Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
| | - Chih-Huan Wang
- Department of Psychology, Zhejiang Normal University, Zhejiang, China
| | - Ying-Chun Chen
- Department of Child Psychiatry and Sleep Center, Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Taoyuan, Taiwan
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19
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Trotti LM, Saini P, Crosson B, Meltzer CC, Rye DB, Nye JA. Regional brain metabolism differentiates narcolepsy type 1 and idiopathic hypersomnia. Sleep 2021; 44:6161267. [PMID: 33693888 DOI: 10.1093/sleep/zsab050] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 02/13/2021] [Indexed: 12/18/2022] Open
Abstract
STUDY OBJECTIVES Daytime sleepiness is a manifestation of multiple sleep and neurologic disorders. Few studies have assessed patterns of regional brain metabolism across different disorders of excessive daytime sleepiness. One such disorder, idiopathic hypersomnia (IH), is particularly understudied. METHODS People with IH, narcolepsy (NT1), and non-sleepy controls underwent [ 18F]-fluorodeoxyglucose (FDG) positron emission tomography (PET) with electroencephalography (EEG). Participants were instructed to resist sleep and were awoken if sleep occurred. Voxel-wise parametric analysis identified clusters that significantly differed between each pair of groups, with a minimum cluster size of 100 voxels at a cluster detection threshold of p < 0.005. Correlations between glucose metabolism and sleep characteristics were evaluated. RESULTS Participants (77% women) had IH (n = 16), NT1 (n = 14), or were non-sleepy controls (n = 9), whose average age was 33.8 (+/-10.7) years. Compared to controls, NT1 participants demonstrated hypermetabolism in fusiform gyrus, middle occipital gyrus, superior and middle temporal gyri, insula, cuneus, precuneus, pre- and post-central gyri, and culmen. Compared to controls, IH participants also demonstrated hypermetabolism in precuneus, inferior parietal lobule, superior and middle temporal gyri, and culmen. Additionally, IH participants demonstrated altered metabolism of the posterior cingulate. Most participants fell asleep. Minutes of N1 during uptake was significantly negatively correlated with metabolism of the middle temporal gyrus. CONCLUSION NT1 and IH demonstrate somewhat overlapping, but distinct, patterns of regional metabolism.
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Affiliation(s)
- Lynn Marie Trotti
- Department of Neurology, Emory University School of Medicine.,Emory Sleep Center, Emory Healthcare
| | - Prabhjyot Saini
- Department of Neurology, Emory University School of Medicine
| | - Bruce Crosson
- Department of Neurology, Emory University School of Medicine.,Alanta Veterans Affairs Center for Visual and Neurocognitive Rehabilitation
| | - Carolyn C Meltzer
- Department of Radiology and Imaging Sciences, Emory University School of Medicine
| | - David B Rye
- Department of Neurology, Emory University School of Medicine.,Emory Sleep Center, Emory Healthcare
| | - Jonathon A Nye
- Department of Radiology and Imaging Sciences, Emory University School of Medicine
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Gool JK, Cross N, Fronczek R, Lammers GJ, van der Werf YD, Dang-Vu TT. Neuroimaging in Narcolepsy and Idiopathic Hypersomnia: from Neural Correlates to Clinical Practice. CURRENT SLEEP MEDICINE REPORTS 2020. [DOI: 10.1007/s40675-020-00185-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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21
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Liao Y, He Y, Yang Y, Li X, Huang F. Case report: narcolepsy type 2 due to temporal lobe glioma. Medicine (Baltimore) 2020; 99:e21002. [PMID: 32664104 PMCID: PMC7360319 DOI: 10.1097/md.0000000000021002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
RATIONALE The orexin projection system includes the lateral hypothalamus, reticular activating structure, and ventrolateral preoptic nucleus, and this system is related to the pathogenesis of narcolepsy. Here, we report a case of narcolepsy type 2 caused by hippocampal glioma of the right temporal lobe. PATIENT CONCERNS A 44-year-old male farmer complained of excessive daytime sleepiness (EDS) over the past 3 months and more. INTERVENTIONS The lesion of the right anteromedial temporal lobe was removed and its pathological examination was carried out. OUTCOMES General examination showed no abnormalities of his heart, lungs, or abdomen. Neurological examination showed no positive sign. The blood routine and biochemical examination were normal. He scored 7 on the Pittsburg sleep quality index, 16 on the Epworth sleepiness scale, 52 on the self-rating anxiety scale, and 48 on the self-rating depression scale. The multiple sleep latency test data showed 2 periods of sleep-onset rapid eyes movement period across 4 successive tests; the average sleep latency was under 8 minutes, and the rapid eyes movement latency was under 7 minutes. Lesion of glioma in hippocampus area of the right anteromedial temporal lobe was confirmed through magnetic resonance imaging, magnetic resonance spectroscopy, and histological examination. After surgical removal of the glioma from the hippocampus area of the right anteromedial temporal lobe, the patient's EDS symptoms disappeared immediately. He scored 3 on the Epworth sleepiness scale. During our follow-up three months later, he remained well with no complications. DIAGNOSIS We diagnosed the patient with narcolepsy type 2 according to the 3rd Edition of International Classification of Sleep Disorders (ICSD-3). CONCLUSION The patient suffered from EDS and was diagnosed with narcolepsy type 2. The narcolepsy type 2 was linked to glioma of the hippocampus area. The hippocampus might be another part of regulating the sleep-arousal pathway, and the glioma secretion might interact with the orexin projection system.
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Affiliation(s)
- Yuangao Liao
- Department of Neurology and Sleep Medical Center, the First People's Hospital of Chenzhou
| | - Yan He
- Department of Neurology and Sleep Medical Center, the First People's Hospital of Chenzhou
| | - You Yang
- Department of Radiology, the First People's Hospital of Chenzhou
| | - Xiaojie Li
- Pathological Diagnosis Center, the First People's Hospital of Chenzhou, China
| | - Fengzhen Huang
- Department of Neurology and Sleep Medical Center, the First People's Hospital of Chenzhou
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22
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Fulong X, Spruyt K, Chao L, Dianjiang Z, Jun Z, Fang H. Resting-state brain network topological properties and the correlation with neuropsychological assessment in adolescent narcolepsy. Sleep 2020; 43:5734536. [PMID: 32047928 DOI: 10.1093/sleep/zsaa018] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 01/30/2020] [Indexed: 12/14/2022] Open
Abstract
Abstract
Study Objectives
To evaluate functional connectivity and topological properties of brain networks, and to investigate the association between brain topological properties and neuropsychiatric behaviors in adolescent narcolepsy.
Methods
Resting-state functional magnetic resonance imaging (fMRI) and neuropsychological assessment were applied in 26 adolescent narcolepsy patients and 30 healthy controls. fMRI data were analyzed in three ways: group independent component analysis and a graph theoretical method were applied to evaluate topological properties within the whole brain. Lastly, network-based statistics was utilized for group comparisons in region-to-region connectivity. The relationship between topological properties and neuropsychiatric behaviors was analyzed with correlation analyses.
Results
In addition to sleepiness, depressive symptoms and impulsivity were detected in adolescent narcolepsy. In adolescent narcolepsy, functional connectivity was decreased between regions of the limbic system and the default mode network (DMN), and increased in the visual network. Adolescent narcolepsy patients exhibited disrupted small-world network properties. Regional alterations in the caudate nucleus (CAU) and posterior cingulate gyrus were associated with subjective sleepiness and regional alterations in the CAU and inferior occipital gyrus were associated with impulsiveness. Remodeling within the salience network and the DMN was associated with sleepiness, depressive feelings, and impulsive behaviors in narcolepsy.
Conclusions
Alterations in brain connectivity and regional topological properties in narcoleptic adolescents were associated with their sleepiness, depressive feelings, and impulsive behaviors.
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Affiliation(s)
- Xiao Fulong
- Department of General Internal Medicine, Peking University People’s Hospital, Beijing, People’s Republic of China
| | - Karen Spruyt
- Lyon Neuroscience Research Center, INSERM U1028-CNRS UMR 5292, School of Medicine, University Claude Bernard, Lyon, France
| | - Lu Chao
- Department of Radiology, Peking University International Hospital, Beijing, People’s Republic of China
| | - Zhao Dianjiang
- Department of Radiology, Peking University International Hospital, Beijing, People’s Republic of China
| | - Zhang Jun
- Department of Neurology, Peking University People’s Hospital, Beijing, People’s Republic of China
| | - Han Fang
- Sleep Medicine Center, Department of Respiratory and Critical Care Medicine, Peking University People’s Hospital, Beijing, People’s Republic of China
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23
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Xiao F, Lu C, Zhao D, Zou Q, Xu L, Li J, Zhang J, Han F. Independent Component Analysis and Graph Theoretical Analysis in Patients with Narcolepsy. Neurosci Bull 2019; 35:743-755. [PMID: 30421271 PMCID: PMC6616568 DOI: 10.1007/s12264-018-0307-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2018] [Accepted: 08/03/2018] [Indexed: 02/04/2023] Open
Abstract
The present study was aimed to evaluate resting-state functional connectivity and topological properties of brain networks in narcolepsy patients compared with healthy controls. Resting-state fMRI was performed in 26 adult narcolepsy patients and 30 matched healthy controls. MRI data were first analyzed by group independent component analysis, then a graph theoretical method was applied to evaluate the topological properties in the whole brain. Small-world network parameters and nodal topological properties were measured. Altered topological properties in brain areas between groups were selected as region-of-interest seeds, then the functional connectivity among these seeds was compared between groups. Partial correlation analysis was performed to evaluate the relationship between the severity of sleepiness and functional connectivity or topological properties in the narcolepsy patients. Twenty-one independent components out of 48 were obtained. Compared with healthy controls, the narcolepsy patients exhibited significantly decreased functional connectivity within the executive and salience networks, along with increased functional connectivity in the bilateral frontal lobes within the executive network. There were no differences in small-world network properties between patients and controls. The altered brain areas in nodal topological properties between groups were mainly in the inferior frontal cortex, basal ganglia, anterior cingulate, sensory cortex, supplementary motor cortex, and visual cortex. In the partial correlation analysis, nodal topological properties in the putamen, anterior cingulate, and sensory cortex as well as functional connectivity between these regions were correlated with the severity of sleepiness (sleep latency, REM sleep latency, and Epworth sleepiness score) among narcolepsy patients. Altered connectivity within the executive and salience networks was found in narcolepsy patients. Functional connection changes between the left frontal cortex and left caudate nucleus may be one of the parameters describing the severity of narcolepsy. Changes in the nodal topological properties in the left putamen and left posterior cingulate, changes in functional connectivity between the left supplementary motor area and right occipital as well as in functional connectivity between the left anterior cingulate gyrus and bilateral postcentral gyrus can be considered as a specific indicator for evaluating the severity of narcolepsy.
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Affiliation(s)
- Fulong Xiao
- Sleep Medicine Center, Department of Respiratory and Critical Care Medicine, Peking University People's Hospital, Beijing, 100044, China
| | - Chao Lu
- Department of Radiology, Peking University International Hospital, Beijing, 102206, China
| | - Dianjiang Zhao
- Department of Radiology, Peking University International Hospital, Beijing, 102206, China
| | - Qihong Zou
- Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, China
| | - Liyue Xu
- PKU-UPenn Sleep Center, Peking University International Hospital, Beijing, 102206, China
| | - Jing Li
- Sleep Medicine Center, Department of Respiratory and Critical Care Medicine, Peking University People's Hospital, Beijing, 100044, China
| | - Jun Zhang
- Department of Neurology, Peking University People's Hospital, Beijing, 100044, China.
| | - Fang Han
- Sleep Medicine Center, Department of Respiratory and Critical Care Medicine, Peking University People's Hospital, Beijing, 100044, China.
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24
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Fulong X, Chao L, Dianjiang Z, Qihong Z, Wei Z, Jun Z, Fang H. Recursive Partitioning Analysis of Fractional Low-Frequency Fluctuations in Narcolepsy With Cataplexy. Front Neurol 2018; 9:936. [PMID: 30450078 PMCID: PMC6225790 DOI: 10.3389/fneur.2018.00936] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Accepted: 10/16/2018] [Indexed: 12/14/2022] Open
Abstract
Objective: To identify narcolepsy related regional brain activity alterations compared with matched healthy controls. To determine whether these changes can be used to distinguish narcolepsy from healthy controls by recursive partitioning analysis (RPA) and receiver operating characteristic (ROC) curve analysis. Method: Fifty-one narcolepsy with cataplexy patients (26 adults and 25 juveniles) and sixty matched heathy controls (30 adults and 30 juveniles) were recruited. All subjects underwent a resting-state functional magnetic resonance imaging scan. Fractional low-frequency fluctuations (fALFF) was used to investigate narcolepsy induced regional brain activity alterations among adult and juveniles, respectively. Recursive partitioning analysis and Receiver operating curve analysis was used to seek the ability of fALFF values within brain regions in distinguishing narcolepsy from healthy controls. Results: Compared with healthy controls, both adult and juvenile narcolepsy had lower fALFF values in bilateral medial superior frontal gyrus, bilateral inferior parietal lobule and supra-marginal gyrus. Compared with healthy controls, both adult and juvenile narcolepsy had higher fALFF values in bilateral sensorimotor cortex and middle temporal gyrus. Also juvenile narcolepsy had higher fALFF in right putamen and right thalamus compared with healthy controls. Based on RPA and ROC curve analysis, in adult participants, fALFF differences in right medial superior frontal gyrus can discriminate narcolepsy from healthy controls with high degree of sensitivity (100%) and specificity (88.9%). In juvenile participants, fALFF differences in left superior frontal gyrus can discriminate narcolepsy from healthy controls with moderate degree of sensitivity (57.1%) and specificity (88.9%). Conclusion: Compared with healthy controls, both the adult and juvenile narcolepsy showed overlap brain regions in fALFF differences after case-control comparison. Furthermore, we propose that fALFF value can be a helpful imaging biomarker in distinguishing narcolepsy from healthy controls among both adults and juveniles.
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Affiliation(s)
- Xiao Fulong
- Department of Respiratory and Critical Care Medicine, Sleep Medicine Center, Peking University People's Hospital, Beijing, China
| | - Lu Chao
- Department of Radiology, Peking University International Hospital, Beijing, China
| | - Zhao Dianjiang
- Center for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Zou Qihong
- PKU-Upenn Sleep Center, Peking University International Hospital, Beijing, China
| | - Zhang Wei
- Department of Neurology, Peking University People's Hospital, Beijing, China
| | - Zhang Jun
- Department of Neurology, Peking University People's Hospital, Beijing, China
| | - Han Fang
- Department of Respiratory and Critical Care Medicine, Sleep Medicine Center, Peking University People's Hospital, Beijing, China
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25
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Tezer FI, Erdal A, Gumusyayla S, Has AC, Gocmen R, Oguz KK. Differences in diffusion tensor imaging changes between narcolepsy with and without cataplexy. Sleep Med 2018; 52:128-133. [PMID: 30321819 DOI: 10.1016/j.sleep.2018.08.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 07/29/2018] [Accepted: 08/27/2018] [Indexed: 11/17/2022]
Abstract
OBJECTIVE The distinctive clinical finding of Type 1 narcolepsy compared to Type 2 is the presence of cataplexy. Several neuroimaging studies have also reported abnormalities in narcolepsy patients with or without cataplexy. However, there are conflicting results to differentiate them. In this study, we aimed to clarify the white matter changes in narcolepsy patients both with and without cataplexy and compared them with healthy adults to evaluate microstructural differences in the brain. METHODS Eleven narcolepsy patients with cataplexy (NC), 12 narcolepsy patients without cataplexy (NOC) and healthy age- and gender-matched controls (N = 16) were studied. Whole-brain diffusion tensor imaging (DTI) was obtained and tract-based spatial statistics were used to localize white matter abnormalities. RESULTS Compared with the healthy controls, both NC and NOC patients exhibited significant fractional anisotropy (FA) decreases in the bilateral cerebellar hemispheres, bilateral thalami, the corpus callosum and left anterior-medial temporal white matter. Compared with the controls, the NC patients' FA values were also decreased in the midbrain. No significant correlations were found between FA values and clinical-polysomnographic variables. CONCLUSION This DTI study has demonstrated white matter abnormalities in the midbrain-brainstem regions as a distinctive finding of narcolepsy patients with cataplexy. Involvement of bilateral temporal lobes with greater changes on the left lobe is also a supporting finding of patients with cataplexy. DTI changes in the midbrain-brainstem and bilateral temporal lobes can be signs of different pathological mechanisms in these patients.
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Affiliation(s)
- F Irsel Tezer
- Hacettepe University, Faculty of Medicine, Department of Neurology, Ankara, Turkey.
| | - Abidin Erdal
- Hacettepe University, Faculty of Medicine, Department of Neurology, Ankara, Turkey
| | - Sadiye Gumusyayla
- Hacettepe University, Faculty of Medicine, Department of Neurology, Ankara, Turkey
| | - Arzu Ceylan Has
- University Hospital Hamburg-Eppendorf, Institute of Neuroimmunology and Multiple Sclerosis, Hamburg, Germany
| | - Rahsan Gocmen
- Hacettepe University, Faculty of Medicine, Department of Radiology, Ankara, Turkey
| | - Kader K Oguz
- Hacettepe University, Faculty of Medicine, Department of Radiology, Ankara, Turkey
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26
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Huang YS, Guilleminault C, Lin CH, Chen CH, Chin WC, Chen TS. Multiple sleep latency test in narcolepsy type 1 and narcolepsy type 2: A 5-year follow-up study. J Sleep Res 2018; 27:e12700. [DOI: 10.1111/jsr.12700] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 03/19/2018] [Accepted: 03/26/2018] [Indexed: 01/14/2023]
Affiliation(s)
- Yu-Shu Huang
- Department of Child Psychiatry; Chang Gung Memorial Hospital and University College of Medicine; Taoyuan Taiwan
- Department of Psychiatry; Chang Gung Memorial Hospital and Chang Gung University; Taoyuan Taiwan
- Craniofacial Research Center and Sleep Center; Chang Gung Memorial Hospital; Taoyuan Taiwan
| | | | - Cheng-Hui Lin
- Craniofacial Research Center and Sleep Center; Chang Gung Memorial Hospital; Taoyuan Taiwan
- Department of Plastic and Reconstructive Surgery; Chang Gung Memorial Hospital and Chang Gung University; Taoyuan Taiwan
| | - Chia-Hsiang Chen
- Department of Psychiatry; Chang Gung Memorial Hospital and Chang Gung University; Taoyuan Taiwan
| | - Wei-Chih Chin
- Department of Child Psychiatry; Chang Gung Memorial Hospital and University College of Medicine; Taoyuan Taiwan
- Department of Psychiatry; Chang Gung Memorial Hospital and Chang Gung University; Taoyuan Taiwan
- Craniofacial Research Center and Sleep Center; Chang Gung Memorial Hospital; Taoyuan Taiwan
| | - Tzu-Shuang Chen
- Department of Child Psychiatry; Chang Gung Memorial Hospital and University College of Medicine; Taoyuan Taiwan
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27
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The clinical spectrum of childhood narcolepsy. Sleep Med Rev 2018; 38:70-85. [DOI: 10.1016/j.smrv.2017.04.003] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 04/13/2017] [Accepted: 04/19/2017] [Indexed: 12/19/2022]
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28
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Huang YS, Hsiao IT, Liu FY, Hwang FM, Lin KL, Huang WC, Guilleminault C. Neurocognition, sleep, and PET findings in type 2 vs type 1 narcolepsy. Neurology 2018; 90:e1478-e1487. [PMID: 29602910 DOI: 10.1212/wnl.0000000000005346] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2016] [Accepted: 01/04/2018] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To analyze differences in functional brain images collected in patients with type 2 and type 1 narcolepsy compared to normal controls and the relationship among brain images, objective neuropsychologic tests, and sleep findings. METHODS Data collection included comprehensive clinical investigation, study of sleep/wake with actigraphy, polysomnography, Multiple Sleep Latency Test, human leukocyte antigen typing, 18F-fluorodeoxyglucose PET, and cognitive tests obtained from 29 patients with type 2 narcolepsy, 104 patients with type 1 narcolepsy, and 26 sex- and age-matched normal control individuals. Conners' Continuous Performance Test (CPT II) and Wisconsin Card-Sorting Task were performed simultaneously with the FDG-PET examination. After analyses of variance, data between patients with type 1 and type 2 narcolepsy were compared by post hoc analysis, and correlation between functional brain imaging findings and results of neurocognitive tests was obtained. RESULTS All patients with narcolepsy presented with at least 2 sleep-onset REM periods (SOREMP) and subjective sleepiness. Patients with type 2 narcolepsy compared to patients with type 1 narcolepsy had significantly less SOREMP, longer mean sleep latencies, and lower body mass indexes, apnea-hypopnea indexes, and frequency of human leukocyte antigen DQ-Beta1*0602. In patients with type 2 narcolepsy, FDG-PET studies showed significantly less hypermetabolism in the fusiform gyrus, striatum, hippocampus, thalamus, basal ganglia, and cerebellum than in patients with type 1 narcolepsy, and significantly less hypometabolism in the regions of frontal lobe, posterior cingulum, angular gyrus, and part of the parietal lobe; these changes were associated with fewer errors on the CPT. CONCLUSION Young patients with type 2 narcolepsy have fewer clinical impairments and less distinct brain functional abnormalities than patients with type 1 narcolepsy, who are significantly more affected.
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Affiliation(s)
- Yu-Shu Huang
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA
| | - Ing-Tsung Hsiao
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA
| | - Feng-Yuan Liu
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA
| | - Fang-Ming Hwang
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA
| | - Kuang-Lin Lin
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA
| | - Wen-Cheng Huang
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA
| | - Christian Guilleminault
- From the Department of Child Psychiatry, Sleep Center and Craniofacial Research Center (Y.-S.H.), Department of Nuclear Medicine and Molecular Imaging Center (I.-T.H., F.-Y.L., W.-C.H.), and Division of Pediatric Neurology (K.-L.L.), Chang Gung Memorial Hospital and Chang Gung University College of Medicine; Department of Medical Imaging and Radiological Sciences, College of Medicine (I.-T.H., F.-Y.L.), Chang Gung University, Taoyuan; Department of Education (F.-M.H.), National Chia-Yi University, Chiayi, Taiwan; and Stanford University Sleep Medicine Division (C.G.), Redwood City, CA.
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Wada M, Mimura M, Noda Y, Takasu S, Plitman E, Honda M, Natsubori A, Ogyu K, Tarumi R, Graff-Guerrero A, Nakajima S. Neuroimaging correlates of narcolepsy with cataplexy: A systematic review. Neurosci Res 2018; 142:16-29. [PMID: 29580887 DOI: 10.1016/j.neures.2018.03.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 03/15/2018] [Accepted: 03/22/2018] [Indexed: 11/29/2022]
Abstract
Recent developments in neuroimaging techniques have advanced our understanding of biological mechanisms underpinning narcolepsy. We used MEDLINE to retrieve neuroimaging studies to compare patients with narcolepsy and healthy controls. Thirty-seven studies were identified and demonstrated several replicated abnormalities: (1) gray matter reductions in superior frontal, superior and inferior temporal, and middle occipital gyri, hypothalamus, amygdala, insula, hippocampus, cingulate cortex, thalamus, and nucleus accumbens, (2) decreased fractional anisotropy in white matter of fronto-orbital and cingulate area, (3) reduced brain metabolism or cerebral blood flow in middle and superior frontal, and cingulate cortex (4) increased activity in inferior frontal gyri, insula, amygdala, and nucleus accumbens, and (5) N-acetylaspartate/creatine-phosphocreatine level reduction in hypothalamus. In conclusion, all the replicated findings are still controversial due to the limitations such as heterogeneity or size of the samples and lack of multimodal imaging or follow-up. Thus, future neuroimaging studies should employ multimodal imaging methods in a large sample size of patients with narcolepsy and consider age, duration of disease, age at onset, severity, human leukocyte antigen type, cerebrospinal fluid hypocretin levels, and medication intake in order to elucidate possible neuroimaging characteristic of narcolepsy and identify therapeutic targets.
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Affiliation(s)
- Masataka Wada
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Masaru Mimura
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Yoshihiro Noda
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Shotaro Takasu
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Eric Plitman
- Multimodal Imaging Group - Research Imaging Centre, Centre for Addiction and Mental Health, 250 College, Toronto, Ontario, M5T 1R8, Canada; Institute of Medical Science, University of Toronto, 1 King's College Circle, Toronto, Ontario, M5S 1A8, Canada.
| | - Makoto Honda
- Tokyo Metropolitan Institute of Medical Science, 2-1-6 Kamikitazawa, Setagaya-ku, Tokyo, 156-8506, Japan; Seiwa Hospital, 91 Bententyo, Sinjyuku-ku, Tokyo, 162-0851, Japan.
| | - Akiyo Natsubori
- Tokyo Metropolitan Institute of Medical Science, 2-1-6 Kamikitazawa, Setagaya-ku, Tokyo, 156-8506, Japan.
| | - Kamiyu Ogyu
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Ryosuke Tarumi
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
| | - Ariel Graff-Guerrero
- Multimodal Imaging Group - Research Imaging Centre, Centre for Addiction and Mental Health, 250 College, Toronto, Ontario, M5T 1R8, Canada; Geriatric Mental Health Division, Centre for Addiction and Mental Health, 80 Workman Way, Toronto, Ontario, M6J 1H4, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada.
| | - Shinichiro Nakajima
- Department of Neuropsychiatry, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan; Multimodal Imaging Group - Research Imaging Centre, Centre for Addiction and Mental Health, 250 College, Toronto, Ontario, M5T 1R8, Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8, Canada.
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Hypothalamic dysfunction is related to sleep impairment and CSF biomarkers in Alzheimer's disease. J Neurol 2017; 264:2215-2223. [PMID: 28900724 DOI: 10.1007/s00415-017-8613-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 08/14/2017] [Accepted: 09/04/2017] [Indexed: 10/18/2022]
Abstract
Hypothalamus is a key brain region regulating several essential homeostatic functions, including the sleep-wake cycle. Alzheimer's disease (AD) pathology affects nuclei controlling sleep-wake rhythm sited in this brain area. Since only post-mortem studies documented the relationship between hypothalamic atrophy and sleep-wake cycle impairment, we investigated in AD patients the possible hypothalamic in vivo alteration using 2-deoxy-2-(18F) fluoro-D-glucose ([18F]FDG) positron emission tomography ([18F]FDG PET), and its correlations with sleep impairment and cerebrospinal-fluid (CSF) AD biomarkers (tau proteins and β-amyloid42). We measured sleep by polysomnography, CSF AD biomarkers and orexin levels, and hypothalamic [18F]FDG PET uptake in a population of AD patients compared to age- and sex-matched controls. We documented the significant reduction of hypothalamic [18F]FDG PET uptake in AD patients (n = 18) compared to controls (n = 18) (p < 0.01). Moreover, we found the increase of CSF orexin levels coupled with the marked alteration of nocturnal sleep in AD patients than controls. We observed the significant association linking the reduction of both sleep efficiency and REM sleep to the reduction of hypothalamic [18F]FDG PET uptake in the AD group, which in turn negatively correlated with the total-tau/beta-amyloid42 ratio (index of more marked neurodegeneration). Moreover, controls but not AD patients showed [18F]FDG PET interconnections between hypothalamus and limbic system. We documented the in vivo dysfunction of hypothalamus in AD patients, which lost the physiological connections with limbic system and was correlated with both nocturnal sleep disruption and CSF AD biomarkers.
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Attention impairments and ADHD symptoms in adult narcoleptic patients with and without hypocretin deficiency. PLoS One 2017; 12:e0182085. [PMID: 28763482 PMCID: PMC5538711 DOI: 10.1371/journal.pone.0182085] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Accepted: 07/12/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Attentional complaints are common in narcolepsy patients and can overlap with daytime sleepiness features. Few studies attempted to characterize attentional domains in narcolepsy leading to controversial results. We aimed to assess the impact of hypocretin deficiency on attentional functioning by comparing performances on the attention network test (ANT) of narcoleptic patients with hypocretin deficiency (narcolepsy type 1-NT1) versus patients without hypocretin deficiency (narcolepsy type 2-NT2) and healthy controls. We also addressed frequency and severity of psychopathological symptoms and their influence on performances on ANT. METHODS Twenty-one NT1 patients, fifteen NT2 patients and twenty-two healthy controls underwent the ANT, which allows assessing three separate attentional processes (alerting, orienting and executive control), and a psychometric assessment including questionnaires on attention-deficit hyperactivity disorder (ADHD), obsessive-compulsive disorder, anxiety and depression symptoms. RESULTS NT1 and NT2 patients presented with slower reaction times compared to controls. NT1 patients exhibited an impairment of alerting network relative to NT2 and healthy controls, while orienting and executive control networks efficiency were comparable between groups. NT1 and NT2 displayed higher severity of ADHD inattentive domain than controls, NT1 patients also displayed higher severity of ADHD hyperactive domain and depressive symptoms. In NT1, ADHD and depressive symptoms were positively correlated. CONCLUSIONS Despite a shared slowing of reaction times in both NT1 and NT2, a selective impairment of alerting network was present only in hypocretin deficient patients. Clinicians should carefully consider attentional deficits and psychopathological symptoms, including ADHD symptoms, in the clinical assessment and management of patients with narcolepsy.
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Dauvilliers Y, Evangelista E, de Verbizier D, Barateau L, Peigneux P. [18F]Fludeoxyglucose-Positron Emission Tomography Evidence for Cerebral Hypermetabolism in the Awake State in Narcolepsy and Idiopathic Hypersomnia. Front Neurol 2017; 8:350. [PMID: 28775709 PMCID: PMC5517406 DOI: 10.3389/fneur.2017.00350] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 07/04/2017] [Indexed: 12/02/2022] Open
Abstract
Background Changes in structural and functional central nervous system have been reported in narcolepsy, with large discrepancies between studies. No study has investigated yet spontaneous brain activity at wake in idiopathic hypersomnia (IH). We compared relative changes in regional brain metabolism in two central hypersomnia conditions with different clinical features, namely narcolepsy type 1 (NT1) and IH, and in healthy controls. Methods Sixteen patients [12 males, median age 30 years (17–78)] with NT1, nine patients [2 males, median age 27 years (20–60)] with IH and 19 healthy controls [16 males, median age 36 years (17–78)] were included. 18F-fludeoxyglucose positron emission tomography (PET) was performed in all drug-free subjects under similar conditions and instructions to stay in a wake resting state. Results We found increased metabolism in the anterior and middle cingulate and the insula in the two pathological conditions as compared to healthy controls. The reverse contrast failed to evidence hypometabolism in patients vs. controls. Comparisons between patient groups were non-significant. At sub-statistical threshold, we found higher right superior occipital gyrus glucose metabolism in narcolepsy and higher middle orbital cortex and supplementary motor area metabolism in IH, findings that require further confirmation. Conclusion There is significant hypermetabolism in narcolepsy and IH in the wake resting state in a set of brain regions constitutive of the salience cortical network that may reflect a compensatory neurocircuitry activity secondary to sleepiness. Metabolic differences between the two disorders within the executive-control network may be a signature of abnormally functioning neural system leading to persistent drowsiness typical of IH.
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Affiliation(s)
- Yves Dauvilliers
- Centre de Référence Nationale Maladie Rare, Narcolepsie et Hypersomnie Idiopathique, Unité de Sommeil, Hôpital Gui-de-Chauliac, CHU Montpellier, Montpellier, France.,INSERM U1061, Montpellier, France
| | - Elisa Evangelista
- Centre de Référence Nationale Maladie Rare, Narcolepsie et Hypersomnie Idiopathique, Unité de Sommeil, Hôpital Gui-de-Chauliac, CHU Montpellier, Montpellier, France.,INSERM U1061, Montpellier, France
| | - Delphine de Verbizier
- Service de Médecine Nucléaire, Hôpital Gui-de-Chauliac, CHU Montpellier, Montpellier, France
| | - Lucie Barateau
- Centre de Référence Nationale Maladie Rare, Narcolepsie et Hypersomnie Idiopathique, Unité de Sommeil, Hôpital Gui-de-Chauliac, CHU Montpellier, Montpellier, France.,INSERM U1061, Montpellier, France
| | - Philippe Peigneux
- UR2NF, Neuropsychology and Functional Neuroimaging Research Unit, Centre de Recherches Cognition et Neurosciences (CRCN), ULB Neurosciences Institute (UNI), Université Libre de Bruxelles, Brussels, Belgium
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Drissi NM, Szakács A, Witt ST, Wretman A, Ulander M, Ståhlbrandt H, Darin N, Hallböök T, Landtblom AM, Engström M. Altered Brain Microstate Dynamics in Adolescents with Narcolepsy. Front Hum Neurosci 2016; 10:369. [PMID: 27536225 PMCID: PMC4971065 DOI: 10.3389/fnhum.2016.00369] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Accepted: 07/11/2016] [Indexed: 11/13/2022] Open
Abstract
Narcolepsy is a chronic sleep disorder caused by a loss of hypocretin-1 producing neurons in the hypothalamus. Previous neuroimaging studies have investigated brain function in narcolepsy during rest using positron emission tomography (PET) and single photon emission computed tomography (SPECT). In addition to hypothalamic and thalamic dysfunction they showed aberrant prefrontal perfusion and glucose metabolism in narcolepsy. Given these findings in brain structure and metabolism in narcolepsy, we anticipated that changes in functional magnetic resonance imaging (fMRI) resting state network (RSN) dynamics might also be apparent in patients with narcolepsy. The objective of this study was to investigate and describe brain microstate activity in adolescents with narcolepsy and correlate these to RSNs using simultaneous fMRI and electroencephalography (EEG). Sixteen adolescents (ages 13-20) with a confirmed diagnosis of narcolepsy were recruited and compared to age-matched healthy controls. Simultaneous EEG and fMRI data were collected during 10 min of wakeful rest. EEG data were analyzed for microstates, which are discrete epochs of stable global brain states obtained from topographical EEG analysis. Functional MRI data were analyzed for RSNs. Data showed that narcolepsy patients were less likely than controls to spend time in a microstate which we found to be related to the default mode network and may suggest a disruption of this network that is disease specific. We concluded that adolescents with narcolepsy have altered resting state brain dynamics.
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Affiliation(s)
- Natasha M Drissi
- Department of Medical and Health Sciences (IMH), Linköping UniversityLinköping, Sweden; Center for Medical Image Science and Visualization (CMIV), Linköping UniversityLinköping, Sweden
| | - Attila Szakács
- Department of Paediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg Gothenburg, Sweden
| | - Suzanne T Witt
- Center for Medical Image Science and Visualization (CMIV), Linköping University Linköping, Sweden
| | - Anna Wretman
- Department of Behavioral Science and Learning, Linköping University Linköping, Sweden
| | - Martin Ulander
- Department of Clinical and Experimental Medicine, Linköping University Linköping, Sweden
| | | | - Niklas Darin
- Department of Paediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg Gothenburg, Sweden
| | - Tove Hallböök
- Department of Paediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg Gothenburg, Sweden
| | - Anne-Marie Landtblom
- Department of Clinical and Experimental Medicine, Linköping UniversityLinköping, Sweden; Department of Neurology, Uppsala UniversityUppsala, Sweden
| | - Maria Engström
- Department of Medical and Health Sciences (IMH), Linköping UniversityLinköping, Sweden; Center for Medical Image Science and Visualization (CMIV), Linköping UniversityLinköping, Sweden
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