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López-Canul M, He Q, Sasson T, Ettaoussi M, Gregorio DD, Ochoa-Sanchez R, Catoire H, Posa L, Rouleau G, Beaulieu JM, Comai S, Gobbi G. Selective Enhancement of REM Sleep in Male Rats through Activation of Melatonin MT 1 Receptors Located in the Locus Ceruleus Norepinephrine Neurons. J Neurosci 2024; 44:e0914232024. [PMID: 38744530 PMCID: PMC11255427 DOI: 10.1523/jneurosci.0914-23.2024] [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: 05/11/2023] [Revised: 04/03/2024] [Accepted: 04/06/2024] [Indexed: 05/16/2024] Open
Abstract
Sleep disorders affect millions of people around the world and have a high comorbidity with psychiatric disorders. While current hypnotics mostly increase non-rapid eye movement sleep (NREMS), drugs acting selectively on enhancing rapid eye movement sleep (REMS) are lacking. This polysomnographic study in male rats showed that the first-in-class selective melatonin MT1 receptor partial agonist UCM871 increases the duration of REMS without affecting that of NREMS. The REMS-promoting effects of UCM871 occurred by inhibiting, in a dose-response manner, the firing activity of the locus ceruleus (LC) norepinephrine (NE) neurons, which express MT1 receptors. The increase of REMS duration and the inhibition of LC-NE neuronal activity by UCM871 were abolished by MT1 pharmacological antagonism and by an adeno-associated viral (AAV) vector, which selectively knocked down MT1 receptors in the LC-NE neurons. In conclusion, MT1 receptor agonism inhibits LC-NE neurons and triggers REMS, thus representing a novel mechanism and target for REMS disorders and/or psychiatric disorders associated with REMS impairments.
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Affiliation(s)
- Martha López-Canul
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Qianzi He
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Tania Sasson
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Mohamed Ettaoussi
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Danilo De Gregorio
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- IRCCS San Raffaele Scientific Institute, Milan 20132, Italy
| | - Rafael Ochoa-Sanchez
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Helene Catoire
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec H3A 2B4, Canada
| | - Luca Posa
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Guy Rouleau
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec H3A 2B4, Canada
| | - Jean Martin Beaulieu
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario M5G 2C8, Canada
| | - Stefano Comai
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- IRCCS San Raffaele Scientific Institute, Milan 20132, Italy
- Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Padua 35131, Italy
- Department of Biomedical Sciences, University of Padua, Padua 35131, Italy
| | - Gabriella Gobbi
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- Research Institute, McGill University Health Center, McGill University, Montreal, Quebec H3A 1A1, Canada
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2
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Schenck CH. REM sleep behaviour disorder (RBD): Personal perspectives and research priorities. J Sleep Res 2024:e14228. [PMID: 38782758 DOI: 10.1111/jsr.14228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/08/2024] [Accepted: 04/16/2024] [Indexed: 05/25/2024]
Abstract
The formal identification and naming of rapid eye movement (REM) sleep behaviour disorder (RBD) in 1985-1987 is described; the historical background of RBD from 1966 to 1985 is briefly discussed; and RBD milestones are presented. Current knowledge on RBD is identified with reference to recent comprehensive reviews, allowing for a focus on research priorities for RBD: factors and predictors of neurodegenerative phenoconversion from isolated RBD and patient enrolment in neuroprotective trials; isolated RBD clinical research cohorts; epidemiology of RBD; traumatic brain injury, post-traumatic stress disorder, RBD and neurodegeneration; depression, RBD and synucleinopathy; evolution of prodromal RBD to neurodegeneration; gut microbiome dysbiosis and colonic synuclein histopathology in isolated RBD; other alpha-synuclein research in isolated RBD; narcolepsy-RBD; dreams and nightmares in RBD; phasic REM sleep in isolated RBD; RBD, periodic limb movements, periodic limb movement disorder pseudo-RBD; other neurophysiology research in RBD; cardiac scintigraphy (123I-MIBG) in isolated RBD; brain magnetic resonance imaging biomarkers in isolated RBD; microRNAs as biomarkers in isolated RBD; actigraphic, other automated digital monitoring and machine learning research in RBD; prognostic counselling and ethical considerations in isolated RBD; and REM sleep basic science research. RBD research is flourishing, and is strategically situated at an ever-expanding crossroads of clinical (sleep) medicine, neurology, psychiatry and neuroscience.
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Affiliation(s)
- Carlos H Schenck
- Minnesota Regional Sleep Disorders Center, Department of Psychiatry, Hennepin County Medical Center and University of Minnesota Medical School, Minneapolis, Minnesota, USA
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3
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Ingravallo F, D'Alterio A, Rossetti A, Antelmi E, Plazzi G. Disclosing the Risk Associated with Isolated REM Behavior Disorder: The Sleep Experts' Perspective. Mov Disord Clin Pract 2024; 11:488-495. [PMID: 38341655 PMCID: PMC11078490 DOI: 10.1002/mdc3.13998] [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: 07/24/2023] [Revised: 12/21/2023] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Isolated rapid-eye-movement sleep behavior disorder (iRBD) is associated with a high risk for phenoconversion to a neurodegenerative disorder, but the optimal approach for disclosure of this risk to patients is still debated. OBJECTIVES The aim of this study was to explore views and experiences of iRBD experts regarding risk disclosure. METHODS In this qualitative study, semi-structured interviews with sleep experts caring for patients with iRBD were analyzed through a conventional content analysis approach. RESULTS We interviewed 22 iRBD experts (eight female, average age of 51.8 years) from 18 Italian sleep centers; 21/22 regularly disclosed the risks associated with iRBD, usually after the video-polysomnography, and 8/22 regularly mentioned phenoconversion rates. Content analysis allowed us to identify three main themes. First, sleep experts reported several points in favor of risk disclosure, especially related to the principle of beneficence, but some highlighted the need for specific learning on the topic. Second, experts favored a patient-tailored disclosure that should not upset the patient unnecessarily, since phenoconversion is uncertain. Third, risk disclosure was seen by participants as a relational task that should be carried out in person in the context of a trusting patient-physician relationship, while they had contrasting views regarding patients' previous knowledge. CONCLUSIONS Sleep experts generally preferred a tailored and reassuring approach to risk disclosure within a framework of relational autonomy. The results of this study indicate the need for specific education, training, and recommendations concerning risk disclosure that should also include patients' and families' preferences.
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Affiliation(s)
- Francesca Ingravallo
- Department of Medical and Surgical Sciences (DIMEC)University of BolognaBolognaItaly
| | - Alessandra D'Alterio
- Department of Medical and Surgical Sciences (DIMEC)University of BolognaBolognaItaly
| | - Andrea Rossetti
- Department of Medical and Surgical Sciences (DIMEC)University of BolognaBolognaItaly
| | - Elena Antelmi
- Department of Engineering and Medicine of Innovation (DIMI)University of VeronaVeronaItaly
| | - Giuseppe Plazzi
- Department of Biomedical, Metabolic and Neural SciencesUniversity of Modena and Reggio EmiliaModenaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
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4
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Sobreira-Neto MA, Stelzer FG, Gitaí LLG, Alves RC, Eckeli AL, Schenck CH. REM sleep behavior disorder: update on diagnosis and management. ARQUIVOS DE NEURO-PSIQUIATRIA 2023; 81:1179-1194. [PMID: 38157884 PMCID: PMC10756822 DOI: 10.1055/s-0043-1777111] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 09/17/2023] [Indexed: 01/03/2024]
Abstract
REM sleep behavior disorder (RBD) is characterized by a loss of atonia of skeletal muscles during REM sleep, associated with acting out behaviors during dreams. Knowledge of this pathology is important to predict neurodegenerative diseases since there is a strong association of RBD with diseases caused by the deposition of alpha-synuclein in neurons (synucleinopathies), such as Parkinson's disease (PD), multiple system atrophy (MSA), and dementia with Lewy bodies (DLB). Proper diagnosis of this condition will enable the use of future neuroprotective strategies before motor and cognitive symptoms. Diagnostic assessment should begin with a detailed clinical history with the patient and bed partner or roommate and the examination of any recorded home videos. Polysomnography (PSG) is necessary to verify the loss of sleep atonia and, when documented, the behaviors during sleep. Technical recommendations for PSG acquisition and analysis are defined in the AASM Manual for the scoring of sleep and associated events, and the PSG report should describe the percentage of REM sleep epochs that meet the criteria for RWA (REM without atonia) to better distinguish patients with and without RBD. Additionally, PSG helps rule out conditions that may mimic RBD, such as obstructive sleep apnea, non-REM sleep parasomnias, nocturnal epileptic seizures, periodic limb movements, and psychiatric disorders. Treatment of RBD involves guidance on protecting the environment and avoiding injuries to the patient and bed partner/roommate. Use of medications are also reviewed in the article. The development of neuroprotective medications will be crucial for future RBD therapy.
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Affiliation(s)
| | - Fernando Gustavo Stelzer
- Univeridade de São Paulo, Ribeirão Preto Medical School, Department of Neurosciences and Behavioral Sciences, Ribeirão Preto SP, Brazil.
| | - Lívia Leite Góes Gitaí
- Universidade Federal de Alagoas, Faculty of Medicine, Division of Neurology, Maceió AL, Brazil.
| | | | - Alan Luiz Eckeli
- Univeridade de São Paulo, Ribeirão Preto Medical School, Department of Neurosciences and Behavioral Sciences, Ribeirão Preto SP, Brazil.
| | - Carlos H. Schenck
- Minnesota Regional Sleep Disorders Center; and University of Minnesota, Medical School, Departments of Psychiatry; and Hennepin County Medical Center, Minneapolis MN, United States of America.
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Frase L, Nissen C, Spiegelhalder K, Feige B. The importance and limitations of polysomnography in insomnia disorder-a critical appraisal. J Sleep Res 2023; 32:e14036. [PMID: 37680011 DOI: 10.1111/jsr.14036] [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: 08/15/2023] [Accepted: 08/17/2023] [Indexed: 09/09/2023]
Abstract
The importance polysomnography (PSG) in the diagnosis and treatment process of insomnia disorder (ID) remains highly disputed. This review summarises the state of the science regarding PSG indications and findings in ID, and the indications to conduct PSG in ID as stated by relevant guidelines. It then highlights the most relevant questions regarding the topic, including the relevance of ID subtyping, to allow an individualised pharmacological or psychotherapeutic treatment approach.
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Affiliation(s)
- Lukas Frase
- Department of Psychiatry and Psychotherapy, Medical Center, University of Freiburg - Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Psychosomatic Medicine and Psychotherapy, Medical Center, University of Freiburg - Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Christoph Nissen
- Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Division of Psychiatric Specialties, Department of Psychiatry, Geneva University Hospitals (HUG), Geneva, Switzerland
| | - Kai Spiegelhalder
- Department of Psychiatry and Psychotherapy, Medical Center, University of Freiburg - Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Bernd Feige
- Department of Psychiatry and Psychotherapy, Medical Center, University of Freiburg - Faculty of Medicine, University of Freiburg, Freiburg, Germany
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6
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El Youssef N, Marchi A, Bartolomei F, Bonini F, Lambert I. Sleep and epilepsy: A clinical and pathophysiological overview. Rev Neurol (Paris) 2023; 179:687-702. [PMID: 37598088 DOI: 10.1016/j.neurol.2023.07.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 07/28/2023] [Accepted: 07/29/2023] [Indexed: 08/21/2023]
Abstract
The interaction between sleep and epilepsy is complex. A better understanding of the mechanisms linking sleep and epilepsy appears increasingly important as it may improve diagnosis and therapeutic strategies in patients with epilepsy. In this narrative review, we aim to (i) provide an overview of the physiological and pathophysiological processes linking sleep and epilepsy; (ii) present common sleep disorders in patients with epilepsy; (iii) discuss how sleep and sleep disorders should be considered in new therapeutic approaches to epilepsy such as neurostimulation; and (iv) present the overall nocturnal manifestations and differential diagnosis between epileptic seizures and parasomnia.
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Affiliation(s)
- N El Youssef
- AP-HM, Timone hospital, Sleep Unit, Epileptology and Cerebral Rhythmology, Marseille, France
| | - A Marchi
- AP-HM, Timone hospital, Sleep Unit, Epileptology and Cerebral Rhythmology, Marseille, France
| | - F Bartolomei
- AP-HM, Timone hospital, Sleep Unit, Epileptology and Cerebral Rhythmology, Marseille, France; Aix-Marseille University, Inserm, Inst Neurosci Syst (INS), Marseille, France
| | - F Bonini
- AP-HM, Timone hospital, Sleep Unit, Epileptology and Cerebral Rhythmology, Marseille, France; Aix-Marseille University, Inserm, Inst Neurosci Syst (INS), Marseille, France
| | - I Lambert
- AP-HM, Timone hospital, Sleep Unit, Epileptology and Cerebral Rhythmology, Marseille, France; Aix-Marseille University, Inserm, Inst Neurosci Syst (INS), Marseille, France.
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7
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Schenck CH, Cochen de Cock V, Lewis SJG, Tachibana N, Kushida C, Ferri R. Partial endorsement of: "Video-polysomnography procedures for diagnosis of rapid eye movement sleep behavior disorder (RBD) and the identification of its prodromal stages: Guidelines from the International RBD Study Group" by the World Sleep Society. Sleep Med 2023; 110:137-145. [PMID: 37579534 DOI: 10.1016/j.sleep.2023.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 07/12/2023] [Indexed: 08/16/2023]
Abstract
Updated guidelines for the video-polysomnography (vPSG) procedures for diagnosing rapid eye movement sleep behavior disorder (RBD) and the identification of its prodromal stages have recently been proposed by the Neurophysiology Working Group of the International RBD Study Group (IRBDSG). These guidelines were selected for review by a World Sleep Society (WSS) Parasomnias Task Force and the WSS International Sleep Medicine Guidelines Committee. A survey was completed by sleep society leaders and prominent sleep clinicians and researchers in 31 WSS member countries across six continents, focused on sleep technologist training and certification; extent of public/private health insurance coverage for the vPSG evaluation of RBD; extent of hospital-based sleep-technologist-attended overnight vPSG studies; availability of video during PSG studies; and sufficient specification of PSG machines to record and analyze REM sleep without atonia. The findings from this survey indicated that most health systems and medical communities across WSS member countries would not be capable of implementing the proposed more stringent guidelines, which would then strongly interfere with the diagnosis of RBD in a large portion of patients who would not be able to receive the required (often repeated) vPSG evaluation. Therefore, the WSS can only partially endorse the updated guidelines and concludes that the current International Classification of Sleep Disorders-3rd edition diagnostic criteria for RBD should still be retained as the standard reference for the diagnosis of RBD, and that further discussion across all members of the IRBDSG should take place to ensure the feasibility of any future proposed changes.
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Affiliation(s)
- Carlos H Schenck
- Minnesota Regional Sleep Disorders Center, and Department of Psychiatry, Hennepin County Medical Center and University of Minnesota Medical School, Minneapolis, USA.
| | | | - Simon J G Lewis
- ForeFront Parkinson's Disease Research Clinic, Brain and Mind Centre, School of Medical Sciences, University of Sydney, 100 Mallett Street, Camperdown, NSW, 2050, Australia.
| | | | - Clete Kushida
- Department of Psychiatry and Behavioral Sciences, Division of Sleep Medicine, Stanford University, Stanford, CA, USA.
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8
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Figorilli M, Meloni M, Lanza G, Casaglia E, Lecca R, Saibene FL, Congiu P, Puligheddu M. Considering REM Sleep Behavior Disorder in the Management of Parkinson's Disease. Nat Sci Sleep 2023; 15:333-352. [PMID: 37180094 PMCID: PMC10167974 DOI: 10.2147/nss.s266071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 04/25/2023] [Indexed: 05/15/2023] Open
Abstract
Rapid eye movement (REM) sleep behavior disorder (RBD) is the result of the loss of physiological inhibition of muscle tone during REM sleep, characterized by dream-enacting behavior and widely recognized as a prodromal manifestation of alpha-synucleinopathies. Indeed, patients with isolated RBD (iRBD) have an extremely high estimated risk to develop a neurodegenerative disease after a long follow up. Nevertheless, in comparison with PD patients without RBD (PDnoRBD), the occurrence of RBD in the context of PD (PDRBD) seems to identify a unique, more malignant phenotype, characterized by a more severe burden of disease in terms of both motor and non-motor symptoms and increased risk for cognitive decline. However, while some medications (eg, melatonin, clonazepam, etc.) and non-pharmacological options have been found to have some therapeutic benefits on RBD there is no available treatment able to modify the disease course or, at least, slow down the neurodegenerative process underlying phenoconversion. In this scenario, the long prodromal phase may allow an early therapeutic window and, therefore, the identification of multimodal biomarkers of disease onset and progression is becoming increasingly crucial. To date, several clinical (motor, cognitive, olfactory, visual, and autonomic features) neurophysiological, neuroimaging, biological (biofluids or tissue biopsy), and genetic biomarkers have been identified and proposed, also in combination, as possible diagnostic or prognostic markers, along with a potential role for some of them as outcome measures and index of treatment response. In this review, we provide an insight into the present knowledge on both existing and future biomarkers of iRBD and highlight the difference with PDRBD and PDnoRBD, including currently available treatment options.
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Affiliation(s)
- Michela Figorilli
- Sleep Disorder Research Center, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Mario Meloni
- IRCCS, Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Giuseppe Lanza
- Department of Surgery and Medical-Surgical Specialties, University of Catania, Catania, Italy
- Clinical Neurophysiology Research Unit, Oasi Research Institute-IRCCS, Troina, Italy
| | - Elisa Casaglia
- Sleep Disorder Research Center, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Rosamaria Lecca
- Sleep Disorder Research Center, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | | | - Patrizia Congiu
- Sleep Disorder Research Center, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Monica Puligheddu
- Sleep Disorder Research Center, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
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9
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Stefanova N, Wenning GK. Multiple system atrophy: at the crossroads of cellular, molecular and genetic mechanisms. Nat Rev Neurosci 2023; 24:334-346. [PMID: 37085728 DOI: 10.1038/s41583-023-00697-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/22/2023] [Indexed: 04/23/2023]
Abstract
Multiple system atrophy (MSA) is a rare oligodendroglial α-synucleinopathy characterized by neurodegeneration in striatonigral and olivopontocerebellar regions and autonomic brain centres. It causes complex cumulative motor and non-motor disability with fast progression and effective therapy is currently lacking. The difficulties in the diagnosis and treatment of MSA are largely related to the incomplete understanding of the pathogenesis of the disease. The MSA pathogenic landscape is complex, and converging findings from genetic and neuropathological studies as well as studies in experimental models of MSA have indicated the involvement of genetic and epigenetic changes; α-synuclein misfolding, aggregation and spreading; and α-synuclein strain specificity. These studies also indicate the involvement of myelin and iron dyshomeostasis, neuroinflammation, mitochondrial dysfunction and other cell-specific aspects that are relevant to the fast progression of MSA. In this Review, we discuss these findings and emphasize the implications of the complexity of the multifactorial pathogenic cascade for future translational research and its impact on biomarker discovery and treatment target definitions.
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Affiliation(s)
- Nadia Stefanova
- Division of Neurobiology, Department of Neurology, Medical University Innsbruck, Innsbruck, Austria.
| | - Gregor K Wenning
- Division of Neurobiology, Department of Neurology, Medical University Innsbruck, Innsbruck, Austria
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10
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Röthenbacher A, Cesari M, Doppler CEJ, Okkels N, Willemsen N, Sembowski N, Seger A, Lindner M, Brune C, Stefani A, Högl B, Bialonski S, Borghammer P, Fink GR, Schober M, Sommerauer M. RBDtector: an open-source software to detect REM sleep without atonia according to visual scoring criteria. Sci Rep 2022; 12:20886. [PMID: 36463304 PMCID: PMC9719467 DOI: 10.1038/s41598-022-25163-9] [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: 07/15/2022] [Accepted: 11/25/2022] [Indexed: 12/07/2022] Open
Abstract
REM sleep without atonia (RSWA) is a key feature for the diagnosis of rapid eye movement (REM) sleep behaviour disorder (RBD). We introduce RBDtector, a novel open-source software to score RSWA according to established SINBAR visual scoring criteria. We assessed muscle activity of the mentalis, flexor digitorum superficialis (FDS), and anterior tibialis (AT) muscles. RSWA was scored manually as tonic, phasic, and any activity by human scorers as well as using RBDtector in 20 subjects. Subsequently, 174 subjects (72 without RBD and 102 with RBD) were analysed with RBDtector to show the algorithm's applicability. We additionally compared RBDtector estimates to a previously published dataset. RBDtector showed robust conformity with human scorings. The highest congruency was achieved for phasic and any activity of the FDS. Combining mentalis any and FDS any, RBDtector identified RBD subjects with 100% specificity and 96% sensitivity applying a cut-off of 20.6%. Comparable performance was obtained without manual artefact removal. RBD subjects also showed muscle bouts of higher amplitude and longer duration. RBDtector provides estimates of tonic, phasic, and any activity comparable to human scorings. RBDtector, which is freely available, can help identify RBD subjects and provides reliable RSWA metrics.
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Affiliation(s)
- Annika Röthenbacher
- grid.8385.60000 0001 2297 375XInstitute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich, Jülich, Germany
| | - Matteo Cesari
- grid.5361.10000 0000 8853 2677Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Christopher E. J. Doppler
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany ,grid.8385.60000 0001 2297 375XInstitute of Neuroscience and Medicine (INM-3), Forschungszentrum Jülich, Leo-Brandt-Str. 5, 52425 Jülich, Germany
| | - Niels Okkels
- grid.154185.c0000 0004 0512 597XDepartment of Nuclear Medicine and PET Centre, Aarhus University Hospital, Aarhus, Denmark ,grid.154185.c0000 0004 0512 597XDepartment of Neurology, Aarhus University Hospital, Aarhus, Denmark ,grid.7048.b0000 0001 1956 2722Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Nele Willemsen
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Nora Sembowski
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Aline Seger
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany ,grid.8385.60000 0001 2297 375XInstitute of Neuroscience and Medicine (INM-3), Forschungszentrum Jülich, Leo-Brandt-Str. 5, 52425 Jülich, Germany
| | - Marie Lindner
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Corinna Brune
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Ambra Stefani
- grid.5361.10000 0000 8853 2677Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Birgit Högl
- grid.5361.10000 0000 8853 2677Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Stephan Bialonski
- grid.434081.a0000 0001 0698 0538Department of Medical Engineering and Technomathematics, FH Aachen University of Applied Sciences, Jülich, Germany ,grid.434081.a0000 0001 0698 0538Institute for Data-Driven Technologies, FH Aachen University of Applied Sciences, Jülich, Germany
| | - Per Borghammer
- grid.154185.c0000 0004 0512 597XDepartment of Nuclear Medicine and PET Centre, Aarhus University Hospital, Aarhus, Denmark
| | - Gereon R. Fink
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany ,grid.8385.60000 0001 2297 375XInstitute of Neuroscience and Medicine (INM-3), Forschungszentrum Jülich, Leo-Brandt-Str. 5, 52425 Jülich, Germany
| | - Martin Schober
- grid.8385.60000 0001 2297 375XInstitute of Neuroscience and Medicine (INM-1), Forschungszentrum Jülich, Jülich, Germany
| | - Michael Sommerauer
- grid.411097.a0000 0000 8852 305XDepartment of Neurology, Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany ,grid.8385.60000 0001 2297 375XInstitute of Neuroscience and Medicine (INM-3), Forschungszentrum Jülich, Leo-Brandt-Str. 5, 52425 Jülich, Germany ,grid.154185.c0000 0004 0512 597XDepartment of Nuclear Medicine and PET Centre, Aarhus University Hospital, Aarhus, Denmark
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11
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Que Z, Zheng C, Zhao Z, Weng Y, Zhu Z, Zeng Y, Ye Q, Lin F, Cai G. The treatment efficacy of pharmacotherapies for rapid eye movement sleep behavior disorder with polysomnography evaluation: A systematic review and meta-analysis. Heliyon 2022; 8:e11425. [DOI: 10.1016/j.heliyon.2022.e11425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 06/25/2022] [Accepted: 10/31/2022] [Indexed: 11/07/2022] Open
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