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Rahayel S, Gaubert M, Postuma RB, Montplaisir J, Carrier J, Monchi O, Rémillard-Pelchat D, Bourgouin PA, Panisset M, Chouinard S, Joubert S, Gagnon JF. Brain atrophy in Parkinson's disease with polysomnography-confirmed REM sleep behavior disorder. Sleep 2020; 42:5373066. [PMID: 30854555 DOI: 10.1093/sleep/zsz062] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 01/20/2019] [Indexed: 12/16/2022] Open
Abstract
We aimed to investigate cortical and subcortical brain alterations in people with Parkinson's disease with polysomnography-confirmed rapid eye movement (REM) sleep behavior disorder (RBD). Thirty people with Parkinson's disease, including 15 people with RBD, were recruited and compared with 41 healthy controls. Surface-based cortical and subcortical analyses were performed on T1-weighted images to investigate thickness and shape abnormalities between groups, and voxel-based and deformation-based morphometry were performed to investigate local volume. Correlations were performed in patients to investigate the structural correlates of motor activity during REM sleep. People with RBD showed cortical thinning in the right perisylvian and inferior temporal cortices and shape contraction in the putamen compared with people without RBD. Compared with controls, people with RBD had extensive cortical thinning and volume loss, brainstem volume was reduced, and shape contraction was found in the basal ganglia and hippocampus. In comparison to controls, people without RBD showed more restricted thinning in the sensorimotor, parietal, and occipital cortices, reduced volume in the brainstem, temporal and more posterior areas, and shape contraction in the pallidum and hippocampus. In Parkinson's disease, higher tonic and phasic REM sleep motor activity was associated with contraction of the thalamic surface, extensive cortical thinning, and subtle volume reduction in the middle temporal gyrus. In Parkinson's disease, the presence of RBD is associated with extensive cortical and subcortical abnormalities, suggesting more severe neurodegeneration in people with RBD. This provides potential neuroanatomical correlates for the more severe clinical phenotype reported in people with Parkinson's disease with RBD.
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Affiliation(s)
- Shady Rahayel
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Department of Psychology, Université du Québec à Montréal, Montreal, Canada.,Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Canada
| | - Malo Gaubert
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Department of Psychology, Université du Québec à Montréal, Montreal, Canada
| | - Ronald B Postuma
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Department of Neurology, Montreal General Hospital, Montreal, Canada
| | - Jacques Montplaisir
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Department of Psychiatry, Université de Montréal, Montreal, Canada
| | - Julie Carrier
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Canada.,Department of Psychology, Université de Montréal, Montreal, Canada
| | - Oury Monchi
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Canada.,Department of Radiology, Radio-Oncology, and Nuclear Medicine, Université de Montréal, Montreal, Canada.,Departments of Clinical Neurosciences, Radiology, and Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
| | - David Rémillard-Pelchat
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Department of Psychology, Université du Québec à Montréal, Montreal, Canada
| | - Pierre-Alexandre Bourgouin
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Department of Psychology, Université du Québec à Montréal, Montreal, Canada
| | - Michel Panisset
- Unité des troubles du mouvement André-Barbeau, Centre Hospitalier de l'Université de Montréal, Montreal, Canada
| | - Sylvain Chouinard
- Unité des troubles du mouvement André-Barbeau, Centre Hospitalier de l'Université de Montréal, Montreal, Canada
| | - Sven Joubert
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Canada.,Department of Psychology, Université de Montréal, Montreal, Canada
| | - Jean-François Gagnon
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Canada.,Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Canada
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Rahayel S, Postuma RB, Montplaisir J, Génier Marchand D, Escudier F, Gaubert M, Bourgouin PA, Carrier J, Monchi O, Joubert S, Blanc F, Gagnon JF. Cortical and subcortical gray matter bases of cognitive deficits in REM sleep behavior disorder. Neurology 2018; 90:e1759-e1770. [PMID: 29669906 DOI: 10.1212/wnl.0000000000005523] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 02/20/2018] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To investigate cortical and subcortical gray matter abnormalities underlying cognitive impairment in patients with REM sleep behavior disorder (RBD) with or without mild cognitive impairment (MCI). METHODS Fifty-two patients with RBD, including 17 patients with MCI, were recruited and compared to 41 controls. All participants underwent extensive clinical assessments, neuropsychological examination, and 3-tesla MRI acquisition of T1 anatomical images. Vertex-based cortical analyses of volume, thickness, and surface area were performed to investigate cortical abnormalities between groups, whereas vertex-based shape analysis was performed to investigate subcortical structure surfaces. Correlations were performed to investigate associations between cortical and subcortical metrics, cognitive domains, and other markers of neurodegeneration (color discrimination, olfaction, and autonomic measures). RESULTS Patients with MCI had cortical thinning in the frontal, cingulate, temporal, and occipital cortices, and abnormal surface contraction in the lenticular nucleus and thalamus. Patients without MCI had cortical thinning restricted to the frontal cortex. Lower patient performance in cognitive domains was associated with cortical and subcortical abnormalities. Moreover, impaired performance on olfaction, color discrimination, and autonomic measures was associated with thinning in the occipital lobe. CONCLUSIONS Cortical and subcortical gray matter abnormalities are associated with cognitive status in patients with RBD, with more extensive patterns in patients with MCI. Our results highlight the importance of distinguishing between subgroups of patients with RBD according to cognitive status in order to better understand the neurodegenerative process in this population.
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Affiliation(s)
- Shady Rahayel
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Ronald B Postuma
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Jacques Montplaisir
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Daphné Génier Marchand
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Frédérique Escudier
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Malo Gaubert
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Pierre-Alexandre Bourgouin
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Julie Carrier
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Oury Monchi
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Sven Joubert
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Frédéric Blanc
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France
| | - Jean-François Gagnon
- From the Centre for Advanced Research in Sleep Medicine (S.R., R.B.P., J.M., D.G.M., M.G., P.-A.B., J.C., J.-F.G.), Hôpital du Sacré-Cœur de Montréal; Department of Psychology (S.R., D.G.M., M.G., P.-A.B., J.-F.G.), Université du Québec à Montréal; Department of Neurology (R.B.P.), Montreal General Hospital; Departments of Psychiatry (J.M.), Psychology (F.E., J.C., S.J.), and Radiology, Radio-Oncology, and Nuclear Medicine (O.M.), Université de Montréal; Research Centre (F.E., J.C., O.M., S.J., J.-F.G.), Institut universitaire de gériatrie de Montréal; Departments of Clinical Neurosciences and Radiology (O.M.), and Hotchkiss Brain Institute, University of Calgary, Canada; Université de Strasbourg and CNRS (F.B.), ICube UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), Team IMIS, Strasbourg; and Saint François Day Hospital, Department of Geriatrics (F.B.), and Memory Resources and Research Centre (CM2R), Departments of Geriatrics and Neurology (F.B.), Hôpitaux Universitaires de Strasbourg, France.
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Rahayel S, Postuma RB, Montplaisir J, Bedetti C, Brambati S, Carrier J, Monchi O, Bourgouin PA, Gaubert M, Gagnon JF. Abnormal Gray Matter Shape, Thickness, and Volume in the Motor Cortico-Subcortical Loop in Idiopathic Rapid Eye Movement Sleep Behavior Disorder: Association with Clinical and Motor Features. Cereb Cortex 2017; 28:658-671. [DOI: 10.1093/cercor/bhx137] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Indexed: 11/13/2022] Open
Affiliation(s)
- Shady Rahayel
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Department of Psychology, Université du Québec à Montréal, Montreal, Quebec H2X 3P2, Canada
| | - Ronald B Postuma
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Department of Neurology, Montreal General Hospital, Montreal, Quebec H3G 1A4, Canada
| | - Jacques Montplaisir
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Department of Psychiatry, Université de Montréal, Montreal, Quebec H3C 3J7, Canada
| | - Christophe Bedetti
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Quebec H3W 1W5, Canada
| | - Simona Brambati
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Quebec H3W 1W5, Canada
- Department of Psychology, Université de Montréal, Montreal, Quebec H2V 2S9, Canada
| | - Julie Carrier
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Quebec H3W 1W5, Canada
- Department of Psychology, Université de Montréal, Montreal, Quebec H2V 2S9, Canada
| | - Oury Monchi
- Department of Neurology, Montreal General Hospital, Montreal, Quebec H3G 1A4, Canada
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Quebec H3W 1W5, Canada
- Department of Radiology, Radio-Oncology, and Nuclear Medicine, Université de Montréal, Montreal, Quebec H3T 1A4, Canada
- Departments of Clinical Neurosciences and Radiology, and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta T2N 4N1, Canada
| | - Pierre-Alexandre Bourgouin
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Department of Psychology, Université du Québec à Montréal, Montreal, Quebec H2X 3P2, Canada
| | - Malo Gaubert
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Department of Psychology, Université du Québec à Montréal, Montreal, Quebec H2X 3P2, Canada
| | - Jean-François Gagnon
- Centre for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Montreal, Quebec H4J 1C5, Canada
- Department of Psychology, Université du Québec à Montréal, Montreal, Quebec H2X 3P2, Canada
- Research Centre, Institut universitaire de gériatrie de Montréal, Montreal, Quebec H3W 1W5, Canada
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