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1.
J Parkinsons Dis ; 14(3): 545-556, 2024.
Article in English | MEDLINE | ID: mdl-38669560

ABSTRACT

Background: REM-sleep behavior disorder (RBD) and other non-motor symptoms such as hyposmia were proposed by the Movement Disorder Society as research criteria for prodromal Parkinson's disease (P-PD). Global cognitive deficit was later added. Objective: To compare non-motor symptoms, focusing on cognition, between a P-PD group and a matched control group. Methods: In this cross-sectional, case-control study, in a first set of analyses, we performed extensive cognitive testing on people with (n = 76) and a control group without (n = 195) probable RBD and hyposmia. Furthermore, we assessed motor and non-motor symptoms related to Parkinson's Disease (PD). After propensity score matching, we compared 62 P-PD with 62 age- and sex-matched controls. In addition, we performed regression analyses on the total sample (n = 271). In a second set of analyses, we used, a.o., the CUPRO to evaluate retrograde procedural memory and visuo-constructive functions. Results: People with P-PD showed significantly poorer performances in global cognition, visuo-constructive and executive functions, mainly in mental flexibility (p < 0.001; p = 0.004; p = 0.003), despite similar educational levels (p = 0.415). We observed significantly more motor and non-motor symptoms (p < 0.001; p = 0.004), higher scores for depression (p = 0.004) and apathy (p < 0.001) as well as lower quality of life (p < 0.001) in P-PD. CONCLUSIONS: Our findings confirm that global cognitive, executive, and visuo-constructive deficits define the P-PD group. In addition, depression, apathy, and lower quality of life were more prevalent in P-PD. If replicated in other samples, executive and visuo-constructive deficits should be considered in non-motor P-PD. Determining specific patterns will support early recognition of PD, secondary prevention of complications and the development of neuroprotective treatments.


Subject(s)
Anosmia , Cognitive Dysfunction , Parkinson Disease , REM Sleep Behavior Disorder , Humans , Parkinson Disease/complications , Parkinson Disease/physiopathology , REM Sleep Behavior Disorder/etiology , REM Sleep Behavior Disorder/physiopathology , Male , Female , Aged , Middle Aged , Cross-Sectional Studies , Case-Control Studies , Cognitive Dysfunction/etiology , Cognitive Dysfunction/physiopathology , Anosmia/etiology , Anosmia/physiopathology , Prodromal Symptoms , Executive Function/physiology , Neuropsychological Tests , Cognition/physiology
2.
Parkinsonism Relat Disord ; 122: 106072, 2024 May.
Article in English | MEDLINE | ID: mdl-38430690

ABSTRACT

INTRODUCTION: Olfactory dysfunction and REM sleep behavior disorder (RBD) are associated with distinct cognitive trajectories in the course of Parkinson's disease (PD). The underlying neurobiology for this relationship remains unclear but may involve distinct patterns of neurodegeneration. This study aimed to examine longitudinal cortical atrophy and thinning in early-stage PD with severe olfactory deficit (anosmia) without and with concurrent probable RBD. METHODS: Longitudinal MRI data over four years of 134 de novo PD and 49 healthy controls (HC) from the Parkinson Progression Marker Initiative (PPMI) cohort were analyzed using a linear mixed-effects model. Patients were categorized into those with anosmia by the University of Pennsylvania Smell Identification Test (UPSIT) score ≤ 18 (AO+) and those without (UPSIT score > 18, AO-). The AO+ group was further subdivided into AO+ with probable RBD (AO+RBD+) and without (AO+RBD-) for subanalysis. RESULTS: Compared to subjects without baseline anosmia, the AO+ group exhibited greater longitudinal declines in both volume and thickness in the bilateral parahippocampal gyri and right transverse temporal gyrus. Patients with concurrent anosmia and RBD showed more extensive longitudinal declines in cortical volume and thickness, involving additional brain regions including the bilateral precuneus, left inferior temporal gyrus, right paracentral gyrus, and right precentral gyrus. CONCLUSIONS: The atrophy/thinning patterns in early-stage PD with severe olfactory dysfunction include regions that are critical for cognitive function and could provide a structural basis for previously reported associations between severe olfactory deficit and cognitive decline in PD. Concurrent RBD might enhance the dynamics of cortical changes.


Subject(s)
Magnetic Resonance Imaging , Olfaction Disorders , Parkinson Disease , REM Sleep Behavior Disorder , Humans , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , Parkinson Disease/physiopathology , Parkinson Disease/pathology , Male , Female , Aged , Middle Aged , Longitudinal Studies , REM Sleep Behavior Disorder/diagnostic imaging , REM Sleep Behavior Disorder/physiopathology , REM Sleep Behavior Disorder/etiology , REM Sleep Behavior Disorder/pathology , Olfaction Disorders/etiology , Olfaction Disorders/diagnostic imaging , Olfaction Disorders/physiopathology , Atrophy/pathology , Anosmia/etiology , Anosmia/physiopathology , Anosmia/diagnostic imaging , Disease Progression , Brain/diagnostic imaging , Brain/pathology , Brain/physiopathology
3.
Sleep ; 47(5)2024 May 10.
Article in English | MEDLINE | ID: mdl-38330231

ABSTRACT

STUDY OBJECTIVES: Isolated rapid eye movement sleep behavior disorder (iRBD) is a prodromal stage of α-synucleinopathies and eventually phenoconverts to overt neurodegenerative diseases including Parkinson's disease (PD), dementia with Lewy bodies (DLB), and multiple system atrophy (MSA). Associations of baseline resting-state electroencephalography (EEG) with phenoconversion have been reported. In this study, we aimed to develop machine learning models to predict phenoconversion time and subtype using baseline EEG features in patients with iRBD. METHODS: At baseline, resting-state EEG and neurological assessments were performed on patients with iRBD. Calculated EEG features included spectral power, weighted phase lag index, and Shannon entropy. Three models were used for survival prediction, and four models were used for α-synucleinopathy subtype prediction. The models were externally validated using data from a different institution. RESULTS: A total of 236 iRBD patients were followed up for up to 8 years (mean 3.5 years), and 31 patients converted to α-synucleinopathies (16 PD, 9 DLB, 6 MSA). The best model for survival prediction was the random survival forest model with an integrated Brier score of 0.114 and a concordance index of 0.775. The K-nearest neighbor model was the best model for subtype prediction with an area under the receiver operating characteristic curve of 0.901. Slowing of the EEG was an important feature for both models. CONCLUSIONS: Machine learning models using baseline EEG features can be used to predict phenoconversion time and its subtype in patients with iRBD. Further research including large sample data from many countries is needed to make a more robust model.


Subject(s)
Electroencephalography , Machine Learning , REM Sleep Behavior Disorder , Humans , REM Sleep Behavior Disorder/physiopathology , REM Sleep Behavior Disorder/diagnosis , Male , Female , Electroencephalography/methods , Aged , Middle Aged , Lewy Body Disease/physiopathology , Synucleinopathies/physiopathology , Disease Progression , Prodromal Symptoms
4.
Neurol Sci ; 45(6): 2697-2703, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38190083

ABSTRACT

OBJECTIVES: Idiopathic rapid eye movement (REM) sleep behavior disorder (iRBD) is characterized by vocalizations, jerks, and motor behaviors during REM sleep, often associated with REM-related dream content, which is considered a prodromal stage of α-synucleinopathy. The results of the Reading the Mind in the Eyes (RME) reflecting affective Theory of Mind (ToM) are inconsistent in α-synucleinopathy. The present study tried to investigate the RME in patients with iRBD. METHODS: A total of 35 patients with iRBD and 26 healthy controls were included in the study. All participants were administered the RME and the cognitive assessments according to a standard procedure. The patients with iRBD were further divided into two groups (high or low RME) according to the scores of the RME (> 21, or ≤ 20). RESULTS: The patients with iRBD had worse scores on cognitive tests compared with healthy controls involving global cognitive screening, memory, and visuospatial abilities (p < 0.05), but the scores of the RME were similar between the two groups (20.83 ± 3.38, 20.58 ± 3.43) (p ˃ 0.05). Patients with low RME had more obvious cognitive impairments than healthy controls. After applying Bonferroni correction for multiple tests, the low REM group only performed worse on the Sum of trials 1 to 5 and delayed recall of the RAVLT compared with the healthy control group (p < 0.001, = 0.002). The RME correlated with the scores of cognitive tests involving executive function, attention, memory, and visuospatial function. CONCLUSIONS: The changes in RME had a relationship with cognitive impairments, especially memory, in patients with iRBD.


Subject(s)
REM Sleep Behavior Disorder , Theory of Mind , Humans , REM Sleep Behavior Disorder/physiopathology , REM Sleep Behavior Disorder/psychology , Male , Female , Aged , Theory of Mind/physiology , Middle Aged , Neuropsychological Tests , Cognitive Dysfunction/physiopathology , Cognitive Dysfunction/etiology
5.
Parkinsonism Relat Disord ; 92: 76-82, 2021 11.
Article in English | MEDLINE | ID: mdl-34715608

ABSTRACT

INTRODUCTION: Altered brain activity and functional reorganization patterns during self-initiated movements have been reported in early pre-motor and motor stages of Parkinson's disease. The aim of this study was to investigate whether similar alterations can be observed in patients with idiopathic REM-sleep behavior disorder (RBD). METHODS: 13 polysomnography-confirmed male and right-handed RBD patients and 13 healthy controls underwent a bilateral hand-movement fMRI task including internally selected (INT) and externally-guided (EXT) movement conditions for each hand. We examined functional activity and connectivity differences between groups and task-conditions, structural differences using voxel-based morphometry, as well as associations between functional activity and clinical variables. RESULTS: No group differences were observed in fMRI-task performance or in voxel-based morphometry. Both groups showed faster reaction times and exhibited greater neural activation when movements were internally selected compared to externally-guided tasks. Compared to controls, RBD patients displayed stronger activation in the dorsolateral prefrontal cortex and primary somatosensory cortex during INT-tasks, and in the right fronto-insular cortex during EXT-tasks performed with the non-dominant hand. Stronger activation in RBD patients was associated with cognitive and olfactory impairment. Connectivity analysis demonstrated overall less interregional coupling in patients compared to controls. In particular, patients showed reduced temporo-cerebellar, occipito-cerebellar and intra-cerebellar connectivity, but stronger connectivity in fronto-cerebellar and fronto-occipital pathways. CONCLUSION: The observed stronger activation during hand-movement tasks and connectivity changes in RBD may reflect early compensatory and reorganization patterns in order to preserve motor functioning. Our findings may contribute to a better understanding and prognosis of prodromal stages of α-synucleinopathies.


Subject(s)
Magnetic Resonance Imaging , Motor Neurons/physiology , REM Sleep Behavior Disorder/physiopathology , Aged , Brain/diagnostic imaging , Brain/physiopathology , Case-Control Studies , Cerebellum/diagnostic imaging , Cerebellum/physiopathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/etiology , Cognitive Dysfunction/physiopathology , Dorsolateral Prefrontal Cortex/diagnostic imaging , Dorsolateral Prefrontal Cortex/physiopathology , Hand/diagnostic imaging , Hand/physiopathology , Humans , Insular Cortex/diagnostic imaging , Insular Cortex/physiopathology , Male , Middle Aged , Movement , Olfaction Disorders/diagnostic imaging , Olfaction Disorders/etiology , Olfaction Disorders/physiopathology , Polysomnography , Prodromal Symptoms , REM Sleep Behavior Disorder/complications , REM Sleep Behavior Disorder/diagnostic imaging , Somatosensory Cortex/diagnostic imaging , Somatosensory Cortex/physiopathology , Synucleinopathies/complications , Synucleinopathies/diagnostic imaging , Synucleinopathies/physiopathology , Task Performance and Analysis
6.
Neurorehabil Neural Repair ; 35(7): 611-621, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33978530

ABSTRACT

Parkinson disease (PD) and other related diseases with α-synuclein pathology are associated with a long prodromal or preclinical stage of disease. Predictive models based on diagnosis of idiopathic rapid eye movement (REM) sleep behavior disorder (iRBD) make it possible to identify people in the prodromal stage of synucleinopathy who have a high probability of future disease and provide an opportunity to implement neuroprotective therapies. However, rehabilitation providers may be unaware of iRBD and the motor abnormalities that indicate early motor system dysfunction related to α-synuclein pathology. Furthermore, there is no existing rehabilitation framework to guide early interventions for people with iRBD. The purpose of this work is to (1) review extrapyramidal signs of motor system dysfunction in people with iRBD and (2) propose a framework for early protective or preventive therapies in prodromal synucleinopathy using iRBD as a predictive marker. Longitudinal and cross-sectional studies indicate that the earliest emerging motor deficits in iRBD are bradykinesia, deficits performing activities of daily living, and abnormalities in speech, gait, and posture. These deficits may emerge up to 12 years before a diagnosis of synucleinopathy. The proposed rehabilitation framework for iRBD includes early exercise-based interventions of aerobic exercise, progressive resistance training, and multimodal exercise with rehabilitation consultations to address exercise prescription, progression, and monitoring. This rehabilitation framework may be used to implement neuroprotective, multidisciplinary, and proactive clinical care in people with a high likelihood of conversion to PD, dementia with Lewy bodies, or multiple systems atrophy.


Subject(s)
Dyskinesias , Exercise Therapy , Neurological Rehabilitation , Prodromal Symptoms , REM Sleep Behavior Disorder , Synucleinopathies , Dyskinesias/etiology , Dyskinesias/physiopathology , Dyskinesias/prevention & control , Dyskinesias/rehabilitation , Humans , REM Sleep Behavior Disorder/complications , REM Sleep Behavior Disorder/physiopathology , REM Sleep Behavior Disorder/prevention & control , REM Sleep Behavior Disorder/rehabilitation , Synucleinopathies/complications , Synucleinopathies/physiopathology , Synucleinopathies/prevention & control , Synucleinopathies/rehabilitation
7.
Sleep Med Clin ; 16(2): 335-348, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33985658

ABSTRACT

The diagnosis of rapid eye movement (REM) sleep behavior disorder (SBD) requires videopolysomnography detection of excessive electromyographic activity during REM sleep, which is time consuming and difficult. An easier, faster, reliable, and reproducible methodology is needed for its diagnosis. The isolated form of RBD represents an early manifestation of the synucleinopathies Parkinson disease and dementia with Lewy bodies. There is a need to find neuroprotective drugs capable of preventing parkinsonism and dementia onset in isolated RBD. Clonazepam and melatonin ameliorate the RBD symptoms, but therapeutic alternatives are needed when these medications fail or show produce side effects.


Subject(s)
REM Sleep Behavior Disorder/diagnosis , REM Sleep Behavior Disorder/physiopathology , Clonazepam/therapeutic use , Dementia/prevention & control , Diagnostic Tests, Routine/methods , Humans , Melatonin/therapeutic use , Parkinson Disease/prevention & control
8.
Clin Neurophysiol ; 132(7): 1537-1542, 2021 07.
Article in English | MEDLINE | ID: mdl-34023631

ABSTRACT

OBJECTIVE: Changes in baroreflex sensitivity have been reported in patients with idiopathic Parkinson's disease (PD). We sought to investigate the hypothesis that patients with isolated rapid eye movement (REM)-sleep behavior disorder (iRBD), known to be a prodromal stage for PD, will show abnormalities in baroreflex control. METHODS: Ten iRBD patients were compared to 10 sex- and age-matched healthy controls. Their cardiovascular parameters and muscle sympathetic nerve activity (MSNA) were evaluated at rest and during baroreflex stimulation. RESULTS: MSNA at rest was higher in iRBD patients (burst frequency [BF]: 44 ± 3 bursts/min; burst incidence [BI]: 60 ± 8 bursts/100 heartbeats) as compared to the controls (BF: 29 ± 3 bursts/min, p < 0.001; BI: 43 ± 9 bursts/100 heartbeats, p < 0.001). During baroreflex stimulation, iRBD patients showed increased absolute values of MSNA (BF: F = 62.728; p < 0.001; BI: F = 16.277; p < 0.001) as compared to the controls. The iRBD patients had decreased diastolic blood pressure at baseline and during lower body negative pressure, but the level of significance was not met. CONCLUSION: Our study shows increased MSNA and impaired baroreflex control in iRBD patients. We propose that the inhibitory effect of locus coeruleus on baroreflex function might be impaired, leading to the disinhibition of sympathetic outflow. SIGNIFICANCE: These findings might reflect the destruction of brain areas due to the ascending P-α-synuclein deposits in iRBD patients.


Subject(s)
Adrenergic Fibers/physiology , Baroreflex/physiology , Muscle, Skeletal/innervation , Muscle, Skeletal/physiopathology , REM Sleep Behavior Disorder/diagnosis , REM Sleep Behavior Disorder/physiopathology , Aged , Female , Humans , Male , Middle Aged , Polysomnography/methods
9.
Brain Res ; 1764: 147477, 2021 08 01.
Article in English | MEDLINE | ID: mdl-33852889

ABSTRACT

BACKGROUND: Rapid eye movement (REM) sleep behavior disorder (RBD) is one of the common nonmotor symptoms of Parkinson's disease (PD), characterized by frequently occurring REM sleep without muscle atonia. Our aim was to explore dynamic network connection changes in PD patients with RBD. METHOD: On the basis of RBD screening questionnaire (RBDSQ), 126 PD patients were classified into those with probable RBD symptoms (PD-pRBD) and without probable RBD (PD-npRBD). We applied independent component analysis, sliding window approach and k-means clustering methods to clarify dynamic functional connectivity alterations. RESULTS: In contrast to PD-npRBD, PD-pRBD patients were liable to engage in a brain pattern mainly marked by weaker positive couplings between visual network (VIS) and default mode network (DMN), DMN and basal ganglia network (BG), and within DMN (State IV). In addition, we discovered that both PD patients with or without pRBD had shorter dwell time and fewer occurrences in State III, characterized by positive correlations between VIS and DMN, BG and DMN, and positive within-network coupling of sensorimotor network (SMN), relative to healthy controls. CONCLUSIONS: Our study suggested that the weaker positive couplings between VIS and DMN, DMN and BG, and within DMN in State IV could be involved in the pathogenesis of PD patients with probable RBD on an overall level.


Subject(s)
Parkinson Disease/physiopathology , REM Sleep Behavior Disorder/physiopathology , Aged , Basal Ganglia/diagnostic imaging , Basal Ganglia/physiopathology , Brain/diagnostic imaging , Brain/physiopathology , Case-Control Studies , Cluster Analysis , Default Mode Network/diagnostic imaging , Default Mode Network/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Net/diagnostic imaging , Nerve Net/physiopathology , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , REM Sleep Behavior Disorder/complications , REM Sleep Behavior Disorder/diagnostic imaging , Visual Pathways/diagnostic imaging , Visual Pathways/physiopathology
10.
Ann Neurol ; 90(1): 62-75, 2021 07.
Article in English | MEDLINE | ID: mdl-33856074

ABSTRACT

OBJECTIVE: This multilanguage study used simple speech recording and high-end pattern analysis to provide sensitive and reliable noninvasive biomarkers of prodromal versus manifest α-synucleinopathy in patients with idiopathic rapid eye movement sleep behavior disorder (iRBD) and early-stage Parkinson disease (PD). METHODS: We performed a multicenter study across the Czech, English, German, French, and Italian languages at 7 centers in Europe and North America. A total of 448 participants (337 males), including 150 with iRBD (mean duration of iRBD across language groups 0.5-3.4 years), 149 with PD (mean duration of disease across language groups 1.7-2.5 years), and 149 healthy controls were recorded; 350 of the participants completed the 12-month follow-up. We developed a fully automated acoustic quantitative assessment approach for the 7 distinctive patterns of hypokinetic dysarthria. RESULTS: No differences in language that impacted clinical parkinsonian phenotypes were found. Compared with the controls, we found significant abnormalities of an overall acoustic speech severity measure via composite dysarthria index for both iRBD (p = 0.002) and PD (p < 0.001). However, only PD (p < 0.001) was perceptually distinct in a blinded subjective analysis. We found significant group differences between PD and controls for monopitch (p < 0.001), prolonged pauses (p < 0.001), and imprecise consonants (p = 0.03); only monopitch was able to differentiate iRBD patients from controls (p = 0.004). At the 12-month follow-up, a slight progression of overall acoustic speech impairment was noted for the iRBD (p = 0.04) and PD (p = 0.03) groups. INTERPRETATION: Automated speech analysis might provide a useful additional biomarker of parkinsonism for the assessment of disease progression and therapeutic interventions. ANN NEUROL 2021;90:62-75.


Subject(s)
Parkinson Disease/diagnosis , REM Sleep Behavior Disorder/diagnosis , Speech/physiology , Aged , Aged, 80 and over , Biomarkers , Disease Progression , Europe , Female , Humans , Male , Middle Aged , Parkinson Disease/physiopathology , Prodromal Symptoms , REM Sleep Behavior Disorder/physiopathology
11.
Parkinsonism Relat Disord ; 85: 72-77, 2021 04.
Article in English | MEDLINE | ID: mdl-33744693

ABSTRACT

INTRODUCTION: Resting-state functional connectivity magnetic resonance imaging (rsfcMRI) of rapid eye movement (REM) sleep behavior disorder (RBD) may provide an early biomarker of α-synucleinopathy. However, few rsfcMRI studies have examined cognitive networks. To elucidate brain network changes in RBD, we performed rsfcMRI in patients with polysomnography-confirmed RBD and healthy controls (HCs), with a sufficiently large sample size in each group. METHODS: We analyzed rsfcMRI data from 50 RBD patients and 70 age-matched HCs. Although RBD patients showed no motor signs, some exhibited autonomic and cognitive problems. Several resting-state functional networks were extracted by group independent component analysis from HCs, including the executive-control (ECN), default-mode (DMN), basal ganglia (BGN), and sensory-motor (SMN) networks. Functional connectivity (FC) was compared between groups using dual regression analysis. In the RBD group, correlation analysis was performed between FC and clinical/cognitive scales. RESULTS: Patients with RBD showed reduced striatal-prefrontal FC in ECN, consistent with executive dysfunctions. No abnormalities were found in DMN. In the motor networks, we identified reduced midbrain-pallidum FC in BGN and reduced motor and somatosensory cortex FC in SMN. CONCLUSION: We found abnormal ECN and normal DMN as a possible hallmark of cognitive dysfunctions in early α-synucleinopathies. We replicated abnormalities in BGN and SMN corresponding to subclinical movement disorder of RBD. RsfcMRI may provide an early biomarker of both cognitive and motor network dysfunctions of α-synucleinopathies.


Subject(s)
Cognitive Dysfunction/physiopathology , Connectome , Executive Function/physiology , Nerve Net/physiopathology , Prefrontal Cortex/physiopathology , REM Sleep Behavior Disorder/physiopathology , Aged , Aged, 80 and over , Case-Control Studies , Cognitive Dysfunction/etiology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Net/diagnostic imaging , Prefrontal Cortex/diagnostic imaging , REM Sleep Behavior Disorder/complications , REM Sleep Behavior Disorder/diagnostic imaging
12.
Clin Neurophysiol ; 132(4): 904-913, 2021 04.
Article in English | MEDLINE | ID: mdl-33636605

ABSTRACT

OBJECTIVE: Rapid-Eye-Movement (REM) sleep behaviour disorder (RBD) is an early predictor of Parkinson's disease, dementia with Lewy bodies, and multiple system atrophy. This study investigated the use of a minimal set of sensors to achieve effective screening for RBD in the population, integrating automated sleep staging (three state) followed by RBD detection without the need for cumbersome electroencephalogram (EEG) sensors. METHODS: Polysomnography signals from 50 participants with RBD and 50 age-matched healthy controls were used to evaluate this study. Three stage sleep classification was achieved using a random forest classifier and features derived from a combination of cost-effective and easy to use sensors, namely electrocardiogram (ECG), electrooculogram (EOG), and electromyogram (EMG) channels. Subsequently, RBD detection was achieved using established and new metrics derived from ECG and EMG channels. RESULTS: The EOG and EMG combination provided the optimal minimalist fully-automated performance, achieving 0.57 ± 0.19 kappa (3 stage) for sleep staging and an RBD detection accuracy of 0.90 ± 0.11, (sensitivity and specificity of 0.88 ± 0.13 and 0.92 ± 0.098, respectively). A single ECG sensor achieved three state sleep staging with 0.28 ± 0.06 kappa and RBD detection accuracy of 0.62 ± 0.10. CONCLUSIONS: This study demonstrates the feasibility of using signals from a single EOG and EMG sensor to detect RBD using fully-automated techniques. SIGNIFICANCE: This study proposes a cost-effective, practical, and simple RBD identification support tool using only two sensors (EMG and EOG); ideal for screening purposes.


Subject(s)
Electroencephalography/methods , Electromyography/methods , Electrooculography/methods , Polysomnography/methods , REM Sleep Behavior Disorder/diagnosis , Sleep, REM/physiology , Aged , Female , Humans , Male , Mass Screening , Middle Aged , REM Sleep Behavior Disorder/physiopathology , Sensitivity and Specificity
13.
Sci Rep ; 11(1): 4758, 2021 02 26.
Article in English | MEDLINE | ID: mdl-33637812

ABSTRACT

Rapid eye movement (REM) sleep behavior disorder (RBD) is characterized by disrupting motor enactments during REM sleep, but also cognitive impairments across several domains. In addition to REM sleep abnormalities, we hypothesized that RBD patients may also display EEG abnormalities during NREM sleep. We collected all-night recordings with 256-channel high-density EEG in nine RBD patients, predominantly early-onset medicated individuals, nine sex- and age- matched healthy controls, and nine additional controls with matched medications and comorbidities. Power spectra in delta to gamma frequency bands were compared during both REM and NREM sleep, between phasic and tonic REM sleep, and between the first versus last cycle of NREM sleep. Controls, but not RBD patients, displayed a decrease in beta power during phasic compared to tonic REM sleep. Compared to controls, RBD patients displayed a reduced decline in SWA from early to late NREM sleep. Overnight changes in the distribution of the amplitude of slow waves were also reduced in RBD patients. Without suppression of beta rhythms during phasic REM sleep, RBD patients might demonstrate heightened cortical arousal, favoring the emergence of behavioral episodes. A blunted difference between REM sleep sub-stages may constitute a sensitive biomarker for RBD. Moreover, reduced overnight decline in SWA suggests a reduced capacity for synaptic plasticity in RBD patients, which may favor progression towards neurodegenerative diseases.


Subject(s)
Brain/physiopathology , Electroencephalography , REM Sleep Behavior Disorder/physiopathology , Sleep Stages/physiology , Adult , Case-Control Studies , Female , Homeostasis , Humans , Male , Middle Aged , Polysomnography , REM Sleep Behavior Disorder/complications
14.
Parkinsonism Relat Disord ; 84: 68-73, 2021 03.
Article in English | MEDLINE | ID: mdl-33571873

ABSTRACT

INTRODUCTION: The aim of this study was to analyze the functions of pedunculopontine nucleus (PPN) in isolated REM sleep behavior disorder (iRBD) and REM sleep without atonia (RSWA) to investigate the role of PPN in dream-enacting motor behaviors in RBD. We evaluated the activity of PPN through the prepulse modulation (PPM) together with other brainstem reflexes to investigate the differences in changes at brainstem. METHODS: We included nine patients with isolated RSWA and 10 patients with iRBD. For diagnosis, all patients underwent polysomnography. None of the patients had parkinsonism or dementia. We also included 17 healthy participants with similar age and sex. Blink reflex (BR), PPM of BR, recovery excitability of BR, and auditory startle reflex (ASR) were recorded in all participants. RESULTS: There was a prepulse inhibition deficit in iRBD and RSWA groups compared to healthy subjects. The BR-R2 recovery at 200 ms interval was also higher in patients with iRBD and RSWA. In ASR recordings, the response probabilities were higher in the RBD group compared to RSWA and control groups. CONCLUSION: The PPM was abnormal in both iRBD and RSWA whereas ASR was enhanced in iRBD. We suggest that there are certain similarities and differences in the pathophysiologies of iRBD and RSWA.


Subject(s)
Blinking/physiology , Pedunculopontine Tegmental Nucleus/physiopathology , Prepulse Inhibition/physiology , REM Sleep Parasomnias/physiopathology , Reflex, Startle/physiology , Adult , Cross-Sectional Studies , Electric Stimulation , Electromyography , Female , Humans , Male , Middle Aged , Polysomnography , REM Sleep Behavior Disorder/physiopathology
15.
Neurotherapeutics ; 18(1): 107-123, 2021 01.
Article in English | MEDLINE | ID: mdl-33410105

ABSTRACT

Rapid eye movement (REM) sleep behavior disorder (RBD) is characterized by dream enactment and the loss of muscle atonia during REM sleep, known as REM sleep without atonia (RSWA). RBD can result in significant injuries, prompting patients to seek medical attention. However, in others, it may present only as non-violent behaviors noted as an incidental finding during polysomnography (PSG). RBD typically occurs in the context of synuclein-based neurodegenerative disorders but can also be seen accompanying brain lesions and be exacerbated by medications, particularly antidepressants. There is also an increasing appreciation regarding isolated or idiopathic RBD (iRBD). Symptomatic treatment of RBD is a priority to prevent injurious complications, with usual choices being melatonin or clonazepam. The discovery that iRBD represents a prodromal stage of incurable synucleinopathies has galvanized the research community into delineating the pathophysiology of RBD and defining biomarkers of neurodegeneration that will facilitate future disease-modifying trials in iRBD. Despite many advances, there has been no progress in available symptomatic or neuroprotective therapies for RBD, with recent negative trials highlighting several challenges that need to be addressed to prepare for definitive therapeutic trials for patients with this disorder. These challenges relate to i) the diagnostic and screening strategies applied to RBD, ii) the limited evidence base for symptomatic therapies, (iii) the existence of possible subtypes of RBD, (iv) the relevance of triggering medications, (v) the absence of objective markers of severity, (vi) the optimal design of disease-modifying trials, and vii) the implications around disclosing the risk of future neurodegeneration in otherwise healthy individuals. Here, we review the current concepts in the therapeutics of RBD as it relates to the above challenges and identify pertinent research questions to be addressed by future work.


Subject(s)
Central Nervous System Depressants/therapeutic use , Melatonin/therapeutic use , REM Sleep Behavior Disorder/therapy , Humans , REM Sleep Behavior Disorder/physiopathology , Treatment Outcome
16.
J Sleep Res ; 30(3): e13136, 2021 06.
Article in English | MEDLINE | ID: mdl-32608031

ABSTRACT

Evidence suggests peripheral autonomic structures may contribute to autonomic dysfunction in idiopathic rapid eye movement sleep behaviour disorder (iRBD). However, whether the central autonomic network (CAN) is affected in iRBD remains unclear. Magnetic resonance imaging data were acquired from 65 participants (32 patients with iRBD and 33 matched healthy controls). We investigated the CAN in patients with iRBD using a combined voxel-based morphometry and resting-state functional connectivity analysis and characterised the relationships between alterations of the CAN and autonomic symptoms. Patients with iRBD had significantly reduced grey matter volume in the brainstem, anterior cingulate and insula compared with healthy controls. Functional connectivity analysis revealed reduced functional connectivity between the brainstem and the cerebellum posterior lobe, temporal lobe and anterior cingulate in patients with iRBD. In patients with iRBD, both reduced grey matter volume and decreased functional connectivity of the CAN were negatively correlated with the Scales for Outcomes in Parkinson's Disease-Autonomic scores. The present study demonstrated that both the structure and the functional connectivity of the CAN were abnormal in patients with iRBD. In addition, correlation analysis suggested that CAN abnormalities may also play a role in the development of autonomic symptoms in iRBD.


Subject(s)
Autonomic Nervous System/physiopathology , Parkinson Disease/physiopathology , Quality of Life/psychology , REM Sleep Behavior Disorder/physiopathology , Female , Humans , Male , Middle Aged , Parkinson Disease/mortality , Prognosis
17.
J Sleep Res ; 30(3): e13125, 2021 06.
Article in English | MEDLINE | ID: mdl-32860309

ABSTRACT

Patients with idiopathic rapid-eye-movement (REM) sleep behaviour disorder (iRBD) have a high risk of converting into manifest α-synucleinopathies. Eye movements (EMs) are controlled by neurons in the lower brainstem, midbrain and frontal areas, and may be affected by the early neurodegenerative process seen in iRBD. Studies have reported impairment of the oculomotor function in patients with Parkinson's disease (PD) during wakefulness, but no studies have investigated EMs during sleep. We aimed to evaluate nocturnal EMs in iRBD and PD, hypothesizing that these patients present abnormal EM distribution during sleep. Twenty-eight patients with periodic limb movement disorder (PLMD), 24 iRBD, 23 PD without RBD (PDwoRBD), 29 PD and RBD (PDwRBD) and 24 controls were included. A validated EM detector automatically identified EM periods between lights off and on. The EM coverage was computed as the percentage of time containing EMs during stable wake after lights off, N1, N2, N3 and REM sleep. Between-group comparisons revealed that PDwRBD had significantly less EM coverage during wake and significantly higher EM coverage during N2 compared to controls and PLMD patients. PDwoRBD showed significantly less EM coverage during wake compared to controls and higher EM coverage during N2 compared to controls and PLMD. Finally, iRBD showed less coverage of EM during wake compared to controls. The same trend was observed between iRBD and controls in N2 but was not significant. The different profiles of EM coverage in iRBD and PD with/without RBD may mirror different stages of central nervous system involvement across neurodegenerative disease progression.


Subject(s)
Eye Movements/physiology , Parkinson Disease/complications , Polysomnography/methods , REM Sleep Behavior Disorder/complications , Female , Humans , Male , Middle Aged , Parkinson Disease/physiopathology , REM Sleep Behavior Disorder/physiopathology
18.
J Sleep Res ; 30(2): e13040, 2021 04.
Article in English | MEDLINE | ID: mdl-32255236

ABSTRACT

Depression and anxiety are commonly associated with synucleinopathies. Mood disturbances have also been reported in patients with idiopathic REM sleep behaviour disorder (iRBD) and are difficult to treat due to exacerbation of sleep symptoms with standard antidepressants. Despite this, detailed prevalence studies of mood symptomatology and contributors to mood disturbances in iRBD are limited. Mood, sleep, autonomic, cognitive and motor symptoms were assessed in 49 well-characterized patients with iRBD using a variety of clinical scales. Spearman correlations, factor analysis and multiple linear regression were used to uncover associations between mood and non-motor and motor symptoms. The prevalence of significant depression was 17.0% and that of anxiety was 14.6% in the iRBD cohort. Age and disease duration were not correlated with these affective symptoms in iRBD patients. We found depression was significantly predicted by the presence and severity of motor, sleep and cognitive symptoms. Anxiety was predicted by the severity of nocturnal and daytime sleep-related symptoms, cognitive symptoms and autonomic symptoms, with a differential effect depending on the questionnaire used. Depression and anxiety are common in iRBD patients and can be significantly explained by specific sets of non-motor and motor symptoms. These associations provide insight into the underlying pathophysiology and emphasize the importance of a holistic approach to mood disturbance in this population, which may circumvent the reliance on pharmacotherapy that can exacerbate dream enactment behaviour.


Subject(s)
Mood Disorders/epidemiology , REM Sleep Behavior Disorder/physiopathology , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Male , Middle Aged , Prevalence , Surveys and Questionnaires
19.
J Sleep Res ; 30(2): e13050, 2021 04.
Article in English | MEDLINE | ID: mdl-32323893

ABSTRACT

Our objectives were to assess the prevalence of REM sleep behaviour disorder in patients with Essential Tremor, using video-polysomnography and to compare REM sleep behaviour disorder features in essential tremor with those of patients with alpha-synucleinopathies. Forty-nine patients with essential tremor were screened with the REM Sleep Behaviour Disorder Screening Questionnaire. Patients scoring positive and those with spontaneous complaints of REM sleep behaviour disorder (n = 6) underwent video-polysomnography. The clinical features of essential tremor were compared between patients with and without REM sleep behaviour disorder. Video-polysomnography data were compared between patients who had essential tremor and Parkinson's disease with REM sleep behaviour disorder and those with idiopathic REM sleep behaviour disorder. Fourteen patients (23.5%) screened positive for REM sleep behaviour disorder, confirmed by video-polysomnography in five (11.6%). All patients with essential tremor and REM sleep behaviour disorder had rest tremor, compared with 13 (34.2%) in the group with essential tremor but without REM sleep behaviour disorder (p = .009). In video-polysomnography, patients with essential tremor and REM sleep behaviour disorder were similar to patients with Parkinson's disease with REM sleep behaviour disorder and presented worse sleep dysfunction and lower severity of REM sleep behaviour disorder compared to those with idiopathic REM sleep behaviour disorder. We found a high prevalence of REM sleep behaviour disorder in patients with essential tremor, associated with a predominance of rest tremor. Polysomnography data from patients with essential tremor and REM sleep behaviour disorder were similar to those in patients with Parkinson's disease. This suggests a relation between this subgroup of patients with essential tremor and the alpha-synucleinopathies.


Subject(s)
Essential Tremor/diagnosis , Polysomnography/methods , REM Sleep Behavior Disorder/physiopathology , Aged , Humans , Male , Middle Aged , Surveys and Questionnaires
20.
Ann Neurol ; 89(2): 341-357, 2021 02.
Article in English | MEDLINE | ID: mdl-33217037

ABSTRACT

OBJECTIVE: Isolated (or idiopathic) rapid eye movement sleep behavior disorder (iRBD) is associated with dementia with Lewy bodies (DLB) and Parkinson's disease (PD). Biomarkers are lacking to predict conversion to a dementia or a motor-first phenotype. Here, we aimed at identifying a brain-clinical signature that predicts dementia in iRBD. METHODS: A brain-clinical signature was identified in 48 patients with polysomnography-confirmed iRBD using partial least squares between brain deformation and 27 clinical variables. The resulting variable was applied to 78 patients with iRBD followed longitudinally to predict conversion to a synucleinopathy, specifically DLB. The deformation scores from patients with iRBD were compared with 207 patients with PD, DLB, or prodromal DLB to assess if scores were higher in DLB compared to PD. RESULTS: One latent variable explained 31% of the brain-clinical covariance in iRBD, combining cortical and subcortical deformation and subarachnoid/ventricular expansion to cognitive and motor variables. The deformation score of this signature predicted conversion to a synucleinopathy in iRBD (p = 0.036, odds ratio [OR] = 2.249; 95% confidence interval [CI] = 1.053-4.803), specifically to DLB (OR = 4.754; 95% CI = 1.283-17.618, p = 0.020) and not PD (p = 0.286). Patients with iRBD who developed dementia had scores similar to clinical and prodromal patients with DLB but higher scores compared with patients with PD. The deformation score also predicted cognitive performance over 1, 2, and 4 years in patients with PD. INTERPRETATION: We identified a brain-clinical signature that predicts conversion in iRBD to more severe/dementing forms of synucleinopathy. This pattern may serve as a new biomarker to optimize patient care, target risk reduction strategies, and administer neuroprotective trials. ANN NEUROL 2021;89:341-357.


Subject(s)
Cognition , Lewy Body Disease/physiopathology , Parkinson Disease/physiopathology , REM Sleep Behavior Disorder/physiopathology , Aged , Brain/diagnostic imaging , Case-Control Studies , Female , Humans , Least-Squares Analysis , Lewy Body Disease/diagnostic imaging , Magnetic Resonance Imaging , Male , Mental Status and Dementia Tests , Middle Aged , Parkinson Disease/diagnostic imaging , Polysomnography , Prodromal Symptoms , REM Sleep Behavior Disorder/diagnostic imaging , Synucleinopathies/diagnostic imaging , Synucleinopathies/physiopathology
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