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Zhang X, Xu H, Yin S, Gozal D, Khalyfa A. Obstructive sleep apnea and memory impairments: Clinical characterization, treatment strategies, and mechanisms. Sleep Med Rev 2025; 81:102092. [PMID: 40286536 DOI: 10.1016/j.smrv.2025.102092] [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: 09/25/2024] [Revised: 03/31/2025] [Accepted: 04/07/2025] [Indexed: 04/29/2025]
Abstract
Obstructive sleep apnea (OSA), is associated with dysfunction in the cardiovascular, metabolic and neurological systems. However, the relationship between OSA and memory impairment, intervention effects, and underlying pathways are not well understood. This review summarizes recent advances in the clinical characterization, treatment strategies, and mechanisms of OSA-induced memory impairments. OSA patients may exhibit significant memory declines, including impairments in working memory from visual and verbal sources. The underlying mechanisms behind OSA-related memory impairment are complex and multifactorial with poorly understood aspects that require further investigation. Neuroinflammation, oxidative stress, neuronal damage, synaptic plasticity, and blood-brain barrier dysfunction, as observed under exposures to intermittent hypoxia and sleep fragmentation are likely contributors to learning and memory dysfunction. Continuous positive airway pressure treatment can provide remarkable relief from memory impairment in OSA patients. Other treatments are emerging but need to be rigorously evaluated for cognitive improvement. Clinically, reliable and objective diagnostic tools are necessary for accurate diagnosis and clinical characterization of cognitive impairments in OSA patients. The complex links between gut-brain axis, epigenetic landscape, genetic susceptibility, and OSA-induced memory impairments suggest new directions for research. Characterization of clinical phenotypic clusters can facilitate advances in precision medicine to predict and treat OSA-related memory deficits.
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Affiliation(s)
- Xiaoman Zhang
- Department of Otolaryngology Head and Neck Surgery & Shanghai Key Laboratory of Sleep Disordered Breathing & Otolaryngology Institute of Shanghai Jiao Tong University, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China
| | - Huajun Xu
- Department of Otolaryngology Head and Neck Surgery & Shanghai Key Laboratory of Sleep Disordered Breathing & Otolaryngology Institute of Shanghai Jiao Tong University, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China.
| | - Shankai Yin
- Department of Otolaryngology Head and Neck Surgery & Shanghai Key Laboratory of Sleep Disordered Breathing & Otolaryngology Institute of Shanghai Jiao Tong University, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China
| | - David Gozal
- Department of Pediatrics and Office of the Dean, Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, 25755, USA
| | - Abdelnaby Khalyfa
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, 25755, USA.
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Baran B, Lee EE. Age-Related Changes in Sleep and Its Implications for Cognitive Decline in Aging Persons With Schizophrenia: A Critical Review. Schizophr Bull 2025; 51:513-521. [PMID: 38713085 PMCID: PMC11908868 DOI: 10.1093/schbul/sbae059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
BACKGROUND AND HYPOTHESIS Cognitive impairment is a core feature of schizophrenia that worsens with aging and interferes with quality of life. Recent work identifies sleep as an actionable target to alleviate cognitive deficits. Cardinal non-rapid eye movement (NREM) sleep oscillations such as sleep spindles and slow oscillations are critical for cognition. People living with schizophrenia (PLWS) and their first-degree relatives have a specific reduction in sleep spindles and an abnormality in their temporal coordination with slow oscillations that predict impaired memory consolidation. While NREM oscillatory activity is reduced in typical aging, it is not known how further disruption in these oscillations contributes to cognitive decline in older PLWS. Another understudied risk factor for cognitive deficits among older PLWS is obstructive sleep apnea (OSA) which may contribute to cognitive decline. STUDY DESIGN We conducted a narrative review to examine the published literature on aging, OSA, and NREM sleep oscillations in PLWS. STUDY RESULTS Spindles are propagated via thalamocortical feedback loops, and this circuitry shows abnormal hyperconnectivity in schizophrenia as revealed by structural and functional MRI studies. While the risk and severity of OSA increase with age, older PLWS are particularly vulnerable to OSA-related cognitive deficits because OSA is often underdiagnosed and undertreated, and OSA adds further damage to the circuitry that generates NREM sleep oscillations. CONCLUSIONS We highlight the critical need to study NREM sleep in older PWLS and propose that identifying and treating OSA in older PLWS will provide an avenue to potentially mitigate and prevent cognitive decline.
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Affiliation(s)
- Bengi Baran
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, USA
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Iowa Neuroscience Institute, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Ellen E Lee
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- Desert-Pacific Mental Illness Research Education and Clinical Center, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
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Ramos AR, Agudelo C, Gonzalez KA, Tarraf W, Daviglus M, Gallo LC, Isasi CI, Kaur S, Lipton RB, Patel SR, Redline S, Sostres-Alvarez D, Stickel AM, Testai FD, Talavera GA, Gonzalez HM, Decarli CS. Sleep Disordered Breathing and Subsequent Neuroimaging Markers of Brain Health in Hispanic/Latino Adults. Neurology 2025; 104:e210183. [PMID: 39693596 PMCID: PMC11659969 DOI: 10.1212/wnl.0000000000210183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 10/22/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Sleep disordered breathing (SDB) is a risk factor of stroke and Alzheimer disease and related dementias (ADRDs). Hispanic/Latino adults have higher risk of SDB and ADRDs, which emphasizes the need to better understand the association between SDB and brain health. Furthermore, results on SDB and brain aging are mixed, and there are limited data for Hispanic/Latino adults. The main goal of this study is to assess the association between SDB and brain MRI measures in a diverse Hispanic/Latino population. METHODS The Hispanic Community Health Study/Study of Latinos (HCHS/SOL) is a community-based prospective cohort multisite (Bronx, Chicago, Miami, San Diego) study of diverse Hispanic/Latino adults in the United States. Participants underwent 1 night of unsupervised home testing with a sleep apnea test device at baseline. The SOL-Investigation of Neurocognitive Aging MRI, an ancillary study, recruited 2,667 HCHS/SOL participants (35-85 years) who underwent neuroimaging approximately 10 years after baseline sleep assessment. The main exposure was the respiratory event index (REI, 3% desaturation). Secondary exposures encompassed measures of oxygen saturation. Main outcomes included total brain, gray matter, white matter hyperintensity (WMH), and hippocampal volumes. Survey linear regression models were used to determine associations between SDB and brain MRI measures. RESULTS The mean age was 67.6 years, with a body mass index of 29.7, and 58.3% were female. We found that increased REI was associated with larger hippocampal volumes (bhippocampus = 0.006 [0.001-0.012]). These results were consistent with oxygen levels (minimum SpO2%) during sleep (bhippocampus = -0.013 [-0.021 to -0.004]). Lower oxygen levels (mean SpO2) during sleep were associated with enlarged WMH volumes (bWMH = -0.095 [-0.164 to -0.025]). DISCUSSION We found that SDB and worse oxygenation during sleep were linked to larger hippocampal volumes. These results underscore the complex relationships between sleep health and brain aging and warrant longitudinal follow-up, starting in middle age or earlier.
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Affiliation(s)
- Alberto R Ramos
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Christian Agudelo
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Kevin A Gonzalez
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Wassim Tarraf
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Martha Daviglus
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Linda C Gallo
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Carmen I Isasi
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Sonya Kaur
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Richard B Lipton
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Sanjay R Patel
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Susan Redline
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Daniela Sostres-Alvarez
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Ariana M Stickel
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Fernando D Testai
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Gregory A Talavera
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Hector M Gonzalez
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
| | - Charles S Decarli
- From the Department of Neurology (A.R.R., C.A., S.K.), Miller School of Medicine, University of Miami, FL; University of California, San Diego (K.A.G., H.M.G.); Wayne State University (W.T.), Detroit, MI; Institute of Minority Health Research (M.D.), University of Illinois College of Medicine, Chicago; Department of Psychology (L.C.G., A.M.S., G.A.T.), San Diego State University, CA; Albert Einstein College of Medicine (C.I.I., R.B.L.), New York, NY; Department of Medicine (S.R.P.), University of Pittsburgh School of Medicine, PA; Brigham Women's Hospital (S.R.), Harvard School of Medicine, Boston, MA; Gillings School of Global Public Health (D.S.-A.), University of North Carolina, Chapel Hill; Department of Neurology and Rehabilitation (F.D.T.), University of Illinois College of Medicine, Chicago; and University of California, Davis (C.S.D.)
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Keresztes A, Bankó ÉM, Báthori N, Tomacsek V, Varga VA, Nárai Á, Nemecz Z, Dénes Á, Gál V, Hermann P, Simor P, Vidnyánszky Z. Multi-Night Electroencephalography Reveals Positive Association Between Sleep Efficiency and Hippocampal Subfield and Entorhinal Cortex Volumes in Healthy Aging. Hum Brain Mapp 2024; 45:e70090. [PMID: 39720895 PMCID: PMC11669120 DOI: 10.1002/hbm.70090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 11/08/2024] [Accepted: 11/18/2024] [Indexed: 12/26/2024] Open
Abstract
Age-related atrophy of the human hippocampus and the enthorinal cortex starts accelerating at around age 60. Due to the contributions of these regions to many cognitive functions seamlessly used in everyday life, this can heavily impact the lives of elderly people. The hippocampus is not a unitary structure, and mechanisms of its age-related decline appear to differentially affect its subfields. Human and animal studies have suggested that altered sleep is associated with hippocampal atrophy. Yet, we know little about subfield specific effects of altered sleep in healthy aging and their effect on cognition. Here, in a sample of 118 older middle-aged and older adults (Mage = 63.25 y, range: 50-80 y), we examined the association between highly reliable hippocampal subfield and entorhinal cortex volumetry (n = 112), sleep measures derived from multi-night recordings of portable electroencephalography (n = 61) and episodic memory (n = 117). Objective sleep efficiency-but not self-report measures of sleep-was associated with entorhinal cortex volume when controlling for age. Age-related differences in subfield volumes were associated with objective sleep efficiency, but not with self-report measures of sleep. Moreover, participants characterized by a common multivariate pattern of subfield volumes that contributed to positive sleep-subfield volume associations, showed lower rates of forgetting. Our results showcase the benefit of objective sleep measures in identifying potential contributors of age-related differences in brain-behavior couplings.
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Affiliation(s)
- Attila Keresztes
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
- Institute of PsychologyELTE Eötvös Loránd UniversityBudapestHungary
| | - Éva M. Bankó
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
| | - Noémi Báthori
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
- Department of Cognitive ScienceBudapest University of Technology and EconomicsBudapestHungary
| | - Vivien Tomacsek
- Institute of PsychologyELTE Eötvös Loránd UniversityBudapestHungary
- Doctoral School of PsychologyELTE Eötvös Loránd UniversityBudapestHungary
| | - Virág Anna Varga
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
| | - Ádám Nárai
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
- Doctoral School of Biology and Sportbiology, Institute of Biology, Faculty of SciencesUniversity of PécsPécsHungary
| | - Zsuzsanna Nemecz
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
- Institute of PsychologyELTE Eötvös Loránd UniversityBudapestHungary
- Doctoral School of PsychologyELTE Eötvös Loránd UniversityBudapestHungary
| | - Ádám Dénes
- Momentum Laboratory of NeuroimmunologyHUN‐REN Institute of Experimental MedicineBudapestHungary
| | - Viktor Gál
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
| | - Petra Hermann
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
| | - Péter Simor
- Institute of PsychologyELTE Eötvös Loránd UniversityBudapestHungary
- Institute of Behavioral SciencesSemmelweis UniversityBudapestHungary
| | - Zoltán Vidnyánszky
- Brain Imaging CentreHUN‐REN Research Centre for Natural SciencesBudapestHungary
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5
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André C, Martineau-Dussault MÈ, Baril AA, Marchi NA, Daneault V, Lorrain D, Hudon C, Bastien CH, Petit D, Thompson C, Poirier J, Montplaisir J, Gosselin N, Carrier J. Reduced rapid eye movement sleep in late middle-aged and older apolipoprotein E ɛ4 allele carriers. Sleep 2024; 47:zsae094. [PMID: 38634644 PMCID: PMC11236949 DOI: 10.1093/sleep/zsae094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/25/2024] [Indexed: 04/19/2024] Open
Abstract
STUDY OBJECTIVES Apolipoprotein E ɛ4 (APOE4) is the strongest genetic risk factor for Alzheimer's disease (AD). In addition, APOE4 carriers may exhibit sleep disturbances, but conflicting results have been reported, such that there is no clear consensus regarding which aspects of sleep are impacted. Our objective was to compare objective sleep architecture between APOE4 carriers and non-carriers, and to investigate the modulating impact of age, sex, cognitive status, and obstructive sleep apnea (OSA). METHODS A total of 198 dementia-free participants aged >55 years old (mean age: 68.7 ± 8.08 years old, 40.91% women, 41 APOE4 carriers) were recruited in this cross-sectional study. They underwent polysomnography, APOE4 genotyping, and a neuropsychological evaluation. ANCOVAs assessed the effect of APOE4 status on sleep architecture, controlling for age, sex, cognitive status, and the apnea-hypopnea index. Interaction terms were added between APOE4 status and covariates. RESULTS Rapid eye movement (REM) sleep percentage (F = 9.95, p = .002, ηp2 = 0.049) and duration (F = 9.23, p = .003, ηp2 = 0.047) were lower in APOE4 carriers. The results were replicated in a subsample of 112 participants without moderate-to-severe OSA. There were no significant interactions between APOE4 status and age, sex, cognitive status, and OSA in the whole sample. CONCLUSIONS Our results show that APOE4 carriers exhibit lower REM sleep duration, including in cognitively unimpaired individuals, possibly resulting from early neurodegenerative processes in regions involved in REM sleep generation and maintenance.
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Affiliation(s)
- Claire André
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Marie-Ève Martineau-Dussault
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Andrée-Ann Baril
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Nicola Andrea Marchi
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
- Center for Investigation and Research in Sleep, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Laboratory for Research in Neuroimaging, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Véronique Daneault
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Dominique Lorrain
- Research Centre on Aging, University Institute of Geriatrics of Sherbrooke, CIUSSS de l’Estrie-CHUS, Sherbrooke, QC, Canada
- Department of Psychology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Carol Hudon
- CERVO Brain Research Centre, Institut Universitaire en Santé Mentale de Québec, Québec City, QC, Canada
- School of Psychology, Université Laval, Québec City, QC, Canada
| | - Célyne H Bastien
- CERVO Brain Research Centre, Institut Universitaire en Santé Mentale de Québec, Québec City, QC, Canada
- School of Psychology, Université Laval, Québec City, QC, Canada
| | - Dominique Petit
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychiatry, Université de Montréal, Montréal, QC, Canada
| | - Cynthia Thompson
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
| | - Judes Poirier
- Department of Psychiatry, McGill University, Montreal, QC, Canada
- Douglas Mental Health University Institute, CIUSSS de l’Ouest-de-l’Ile-de-Montréal, Verdun, QC, Canada
| | - Jacques Montplaisir
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychiatry, Université de Montréal, Montréal, QC, Canada
| | - Nadia Gosselin
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Julie Carrier
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, Montreal, QC, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
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Marchi NA, Daneault V, André C, Martineau‐Dussault M, Baril A, Thompson C, Montplaisir JY, Gilbert D, Lorrain D, Boré A, Descoteaux M, Carrier J, Gosselin N. Altered fornix integrity is associated with sleep apnea-related hypoxemia in mild cognitive impairment. Alzheimers Dement 2024; 20:4092-4105. [PMID: 38716833 PMCID: PMC11180866 DOI: 10.1002/alz.13833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 02/13/2024] [Accepted: 03/18/2024] [Indexed: 06/18/2024]
Abstract
INTRODUCTION The limbic system is critical for memory function and degenerates early in the Alzheimer's disease continuum. Whether obstructive sleep apnea (OSA) is associated with alterations in the limbic white matter tracts remains understudied. METHODS Polysomnography, neurocognitive assessment, and brain magnetic resonance imaging (MRI) were performed in 126 individuals aged 55-86 years, including 70 cognitively unimpaired participants and 56 participants with mild cognitive impairment (MCI). OSA measures of interest were the apnea-hypopnea index and composite variables of sleep fragmentation and hypoxemia. Microstructural properties of the cingulum, fornix, and uncinate fasciculus were estimated using free water-corrected diffusion tensor imaging. RESULTS Higher levels of OSA-related hypoxemia were associated with higher left fornix diffusivities only in participants with MCI. Microstructure of the other white matter tracts was not associated with OSA measures. Higher left fornix diffusivities correlated with poorer episodic verbal memory. DISCUSSION OSA may contribute to fornix damage and memory dysfunction in MCI. HIGHLIGHTS Sleep apnea-related hypoxemia was associated with altered fornix integrity in MCI. Altered fornix integrity correlated with poorer memory function. Sleep apnea may contribute to fornix damage and memory dysfunction in MCI.
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Affiliation(s)
- Nicola Andrea Marchi
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of PsychologyUniversité de MontréalMontrealQuebecCanada
- Center for Investigation and Research in SleepDepartment of MedicineLausanne University Hospital and University of LausanneLausanneVaudSwitzerland
- Laboratory for Research in NeuroimagingDepartment of Clinical NeurosciencesLausanne University Hospital and University of LausanneLausanneVaudSwitzerland
| | - Véronique Daneault
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Centre de Recherche de l'Institut Universitaire de Gériatrie de Montréal, CIUSSS du Centre‐Sud‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
| | - Claire André
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of PsychologyUniversité de MontréalMontrealQuebecCanada
| | - Marie‐Ève Martineau‐Dussault
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of PsychologyUniversité de MontréalMontrealQuebecCanada
| | - Andrée‐Ann Baril
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of MedicineFaculty of MedicineUniversité de MontréalMontrealQuebecCanada
| | - Cynthia Thompson
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
| | - Jacques Yves Montplaisir
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of PsychiatryUniversité de MontréalMontrealQuebecCanada
| | - Danielle Gilbert
- Department of RadiologyRadio‐oncology and Nuclear Medicine, Université de MontréalMontrealQuebecCanada
- Department of RadiologyHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
| | - Dominique Lorrain
- Research Center on AgingInstitut Universitaire de Gériatrie de Sherbrooke, CIUSSS de l'EstrieSherbrookeQuebecCanada
- Department of PsychologyUniversité de SherbrookeSherbrookeQuebecCanada
| | - Arnaud Boré
- Sherbrooke Connectivity Imaging LabUniversité de SherbrookeSherbrookeQuebecCanada
| | - Maxime Descoteaux
- Sherbrooke Connectivity Imaging LabUniversité de SherbrookeSherbrookeQuebecCanada
| | - Julie Carrier
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of PsychologyUniversité de MontréalMontrealQuebecCanada
| | - Nadia Gosselin
- Center for Advanced Research in Sleep MedicineHôpital du Sacré‐Coeur de Montréal, CIUSSS du Nord‐de‐l'Ile‐de‐MontréalMontrealQuebecCanada
- Department of PsychologyUniversité de MontréalMontrealQuebecCanada
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Berisha DE, Rizvi B, Chappel-Farley MG, Tustison N, Taylor L, Dave A, Sattari NS, Chen IY, Lui KK, Janecek JC, Keator D, Neikrug AB, Benca RM, Yassa MA, Mander BA. Cerebrovascular pathology mediates associations between hypoxemia during rapid eye movement sleep and medial temporal lobe structure and function in older adults. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.28.577469. [PMID: 38328085 PMCID: PMC10849660 DOI: 10.1101/2024.01.28.577469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Obstructive sleep apnea (OSA) is common in older adults and is associated with medial temporal lobe (MTL) degeneration and memory decline in aging and Alzheimer's disease (AD). However, the underlying mechanisms linking OSA to MTL degeneration and impaired memory remains unclear. By combining magnetic resonance imaging (MRI) assessments of cerebrovascular pathology and MTL structure with clinical polysomnography and assessment of overnight emotional memory retention in older adults at risk for AD, cerebrovascular pathology in fronto-parietal brain regions was shown to statistically mediate the relationship between OSA-related hypoxemia, particularly during rapid eye movement (REM) sleep, and entorhinal cortical thickness. Reduced entorhinal cortical thickness was, in turn, associated with impaired overnight retention in mnemonic discrimination ability across emotional valences for high similarity lures. These findings identify cerebrovascular pathology as a contributing mechanism linking hypoxemia to MTL degeneration and impaired sleep-dependent memory in older adults.
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Affiliation(s)
- Destiny E. Berisha
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
| | - Batool Rizvi
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
| | - Miranda G. Chappel-Farley
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
| | - Nicholas Tustison
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
| | - Lisa Taylor
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
| | - Abhishek Dave
- Department of Cognitive Sciences, University of California Irvine, Irvine CA, 92697, USA
| | - Negin S. Sattari
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
| | - Ivy Y. Chen
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
| | - Kitty K. Lui
- San Diego State University/University of California San Diego, Joint Doctoral Program in Clinical Psychology, San Diego, CA, 92093, USA
| | - John C. Janecek
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
| | - David Keator
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
| | - Ariel B. Neikrug
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
| | - Ruth M. Benca
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
- Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI, 53706, USA
- Department of Psychiatry, University of Wisconsin-Madison, Madison, 53706, WI, USA
- Department of Psychiatry and Behavioral Medicine, Wake Forest University, Winston-Salem, NC, 27109, USA
- Institute for Memory Impairments and Neurological Disorders, University of California Irvine, Irvine CA, 92697, USA
| | - Michael A. Yassa
- Department of Neurobiology and Behavior, University of California Irvine, Irvine CA, 92697, USA
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California Irvine, Irvine CA, 92697, USA
- Department of Neurology, University of California Irvine, Irvine CA, 92697, USA
| | - Bryce A. Mander
- Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine CA, 92697, USA
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine CA, 92697, USA
- Department of Cognitive Sciences, University of California Irvine, Irvine CA, 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California Irvine, Irvine CA, 92697, USA
- Department of Pathology and Laboratory Medicine, University of California Irvine, Irvine CA, 92697, USA
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André C, Martineau-Dussault MÈ, Daneault V, Blais H, Frenette S, Lorrain D, Hudon C, Bastien C, Petit D, Lafrenière A, Thompson C, Montplaisir J, Gosselin N, Carrier J. REM sleep is associated with the volume of the cholinergic basal forebrain in aMCI individuals. Alzheimers Res Ther 2023; 15:151. [PMID: 37684650 PMCID: PMC10485959 DOI: 10.1186/s13195-023-01265-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 06/29/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND Rapid-eye movement (REM) sleep highly depends on the activity of cholinergic basal forebrain (BF) neurons and is reduced in Alzheimer's disease. Here, we investigated the associations between the volume of BF nuclei and REM sleep characteristics, and the impact of cognitive status on these links, in late middle-aged and older participants. METHODS Thirty-one cognitively healthy controls (66.8 ± 7.2 years old, 13 women) and 31 participants with amnestic Mild Cognitive Impairment (aMCI) (68.3 ± 8.8 years old, 7 women) were included in this cross-sectional study. All participants underwent polysomnography, a comprehensive neuropsychological assessment and Magnetic Resonance Imaging examination. REM sleep characteristics (i.e., percentage, latency and efficiency) were derived from polysomnographic recordings. T1-weighted images were preprocessed using CAT12 and the DARTEL algorithm, and we extracted the gray matter volume of BF regions of interest using a probabilistic atlas implemented in the JuBrain Anatomy Toolbox. Multiple linear regressions were performed between the volume of BF nuclei and REM sleep characteristics controlling for age, sex and total intracranial volume, in the whole cohort and in subgroups stratified by cognitive status. RESULTS In the whole sample, lower REM sleep percentage was significantly associated to lower nucleus basalis of Meynert (Ch4) volume (β = 0.32, p = 0.009). When stratifying the cohort according to cognitive status, lower REM sleep percentage was significantly associated to both lower Ch4 (β = 0.48, p = 0.012) and total BF volumes (β = 0.44, p = 0.014) in aMCI individuals, but not in cognitively unimpaired participants. No significant associations were observed between the volume of the BF and wake after sleep onset or non-REM sleep variables. DISCUSSION These results suggest that REM sleep disturbances may be an early manifestation of the degeneration of the BF cholinergic system before the onset of dementia, especially in participants with mild memory deficits.
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Affiliation(s)
- Claire André
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Marie-Ève Martineau-Dussault
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Véronique Daneault
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
- Functional Neuroimaging Unit, University of Montreal Geriatric Institute, 4565 Queen-Mary Road, Montreal, QC, H3W 1W5, Canada
| | - Hélène Blais
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
| | - Sonia Frenette
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
| | - Dominique Lorrain
- Research Centre On Aging, University Institute of Geriatrics of Sherbrooke, CIUSSS de L'Estrie-CHUS, Sherbrooke, QC, Canada
- Department of Psychology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Carol Hudon
- CERVO Research Centre, Québec City, QC, Canada
- School of Psychology, Université Laval, Québec City, QC, Canada
| | - Célyne Bastien
- CERVO Research Centre, Québec City, QC, Canada
- School of Psychology, Université Laval, Québec City, QC, Canada
| | - Dominique Petit
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Département de Psychiatrie, Université de Montréal, Montréal, QC, Canada
| | - Alexandre Lafrenière
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Cynthia Thompson
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
| | - Jacques Montplaisir
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Département de Psychiatrie, Université de Montréal, Montréal, QC, Canada
| | - Nadia Gosselin
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada
- Department of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Julie Carrier
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Recherche CIUSSS NIM, 5400 Boul Gouin O, Montréal, QC, H4J 1C5, Canada.
- Department of Psychology, Université de Montréal, Montreal, QC, Canada.
- Functional Neuroimaging Unit, University of Montreal Geriatric Institute, 4565 Queen-Mary Road, Montreal, QC, H3W 1W5, Canada.
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9
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André C, Kuhn E, Rehel S, Ourry V, Demeilliez-Servouin S, Palix C, Felisatti F, Champetier P, Dautricourt S, Yushkevich P, Vivien D, de La Sayette V, Chételat G, de Flores R, Rauchs G. Association of Sleep-Disordered Breathing and Medial Temporal Lobe Atrophy in Cognitively Unimpaired Amyloid-Positive Older Adults. Neurology 2023; 101:e370-e385. [PMID: 37258299 PMCID: PMC10435067 DOI: 10.1212/wnl.0000000000207421] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 04/03/2023] [Indexed: 06/02/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Sleep disordered breathing (SDB) has been related to amyloid deposition and an increased dementia risk. However, how SDB relates to medial temporal lobe neurodegeneration and subsequent episodic memory impairment is unclear. Our objective was to investigate the impact of amyloid positivity on the associations between SDB severity, medial temporal lobe subregions, and episodic memory performance in cognitively unimpaired older adults. METHODS Data were acquired between 2016 and 2020 in the context of the Age-Well randomized controlled trial of the Medit-Aging European project. Participants older than 65 years who were free of neurologic, psychiatric, or chronic medical diseases were recruited from the community. They completed a neuropsychological evaluation, in-home polysomnography, a Florbetapir PET, and an MRI, including a specific high-resolution assessment of the medial temporal lobe and hippocampal subfields. Multiple linear regressions were conducted to test interactions between amyloid status and SDB severity on the volume of MTL subregions, controlling for age, sex, education, and the ApoE4 status. Secondary analyses aimed at investigating the links between SDB, MTL subregional atrophy, and episodic memory performance at baseline and at a mean follow-up of 20.66 months in the whole cohort and in subgroups stratified according to amyloid status. RESULTS We included 122 cognitively intact community-dwelling older adults (mean age ± SD: 69.40 ± 3.85 years, 77 women, 26 Aβ+ individuals) in baseline analyses and 111 at follow-up. The apnea-hypopnea index interacted with entorhinal (β = -0.81, p < 0.001, pη2 = 0.19), whole hippocampal (β = -0.61, p < 0.001, pη2 = 0.10), subiculum (β = -0.56, p = 0.002, pη2 = 0.08), CA1 (β = -0.55, p = 0.002, pη2 = 0.08), and DG (β = -0.53, p = 0.003, pη2 = 0.08) volumes such that a higher sleep apnea severity was related to lower MTL subregion volumes in amyloid-positive individuals, but not in those who were amyloid negative. In the whole cohort, lower whole hippocampal (r = 0.27, p = 0.005) and CA1 (r = 0.28, p = 0.003) volumes at baseline were associated with worse episodic memory performance at follow-up. DISCUSSION Overall, we showed that SDB was associated with MTL atrophy in cognitively asymptomatic older adults engaged in the Alzheimer continuum, which may increase the risk of developing memory impairment over time. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov Identifier: NCT02977819.
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Affiliation(s)
- Claire André
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Elizabeth Kuhn
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Stéphane Rehel
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Valentin Ourry
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Solène Demeilliez-Servouin
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Cassandre Palix
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Francesca Felisatti
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Pierre Champetier
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Sophie Dautricourt
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Paul Yushkevich
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Denis Vivien
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Vincent de La Sayette
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Gaël Chételat
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Robin de Flores
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France
| | - Géraldine Rauchs
- From the Normandie Univ (C.A., E.K., S.R., V.O., S.D.-S., C.P., F.F., P.C., S.D., D.V., G.C., R.F., G.R.), UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders" NEUROPRESAGE Team, Institut Blood and Brain @ Caen-Normandie, GIP Cyceron, France; Normandie Univ (C.A., S.R., V.O., P.C., V.L.S.), UNICAEN, PSL Université, EPHE, INSERM, CHU de Caen, GIP Cyceron, NIMH, France; Penn Image Computing and Science Laboratory (PICSL) (P.Y.), University of Pennsylvania, Philadelphia; Département de Recherche Clinique (D.V.), CHU Caen-Normandie, France; and Service de Neurologie (V.L.S.), CHU de Caen, France.
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10
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Martinez Villar G, Daneault V, Martineau-Dussault MÈ, Baril AA, Gagnon K, Lafond C, Gilbert D, Thompson C, Marchi NA, Lina JM, Montplaisir J, Carrier J, Gosselin N, André C. Altered resting-state functional connectivity patterns in late middle-aged and older adults with obstructive sleep apnea. Front Neurol 2023; 14:1215882. [PMID: 37470008 PMCID: PMC10353887 DOI: 10.3389/fneur.2023.1215882] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/05/2023] [Indexed: 07/21/2023] Open
Abstract
Introduction Obstructive sleep apnea (OSA) is increasingly recognized as a risk factor for cognitive decline, and has been associated with structural brain alterations in regions relevant to memory processes and Alzheimer's disease. However, it is unclear whether OSA is associated with disrupted functional connectivity (FC) patterns between these regions in late middle-aged and older populations. Thus, we characterized the associations between OSA severity and resting-state FC between the default mode network (DMN) and medial temporal lobe (MTL) regions. Second, we explored whether significant FC changes differed depending on cognitive status and were associated with cognitive performance. Methods Ninety-four participants [24 women, 65.7 ± 6.9 years old, 41% with Mild Cognitive Impairment (MCI)] underwent a polysomnography, a comprehensive neuropsychological assessment and a resting-state functional magnetic resonance imaging (MRI). General linear models were conducted between OSA severity markers (i.e., the apnea-hypopnea, oxygen desaturation and microarousal indices) and FC values between DMN and MTL regions using CONN toolbox. Partial correlations were then performed between OSA-related FC patterns and (i) OSA severity markers in subgroups stratified by cognitive status (i.e., cognitively unimpaired versus MCI) and (ii) cognitive scores in the whole sample. All analyzes were controlled for age, sex and education, and considered significant at a p < 0.05 threshold corrected for false discovery rate. Results In the whole sample, a higher apnea-hypopnea index was significantly associated with lower FC between (i) the medial prefrontal cortex and bilateral hippocampi, and (ii) the left hippocampus and both the posterior cingulate cortex and precuneus. FC patterns were not associated with the oxygen desaturation index, or micro-arousal index. When stratifying the sample according to cognitive status, all associations remained significant in cognitively unimpaired individuals but not in the MCI group. No significant associations were observed between cognition and OSA severity or OSA-related FC patterns. Discussion OSA severity was associated with patterns of lower FC in regions relevant to memory processes and Alzheimer's disease. Since no associations were found with cognitive performance, these FC changes could precede detectable cognitive deficits. Whether these FC patterns predict future cognitive decline over the long-term needs to be investigated.
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Affiliation(s)
- Guillermo Martinez Villar
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Véronique Daneault
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
| | - Marie-Ève Martineau-Dussault
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Andrée-Ann Baril
- Douglas Mental Health Institute, McGill University, Montréal, QC, Canada
| | - Katia Gagnon
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Laboratory and Sleep Clinic, Hôpital en Santé Mentale Rivière-des-Prairies, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
| | - Chantal Lafond
- Department of Pulmonology, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Danielle Gilbert
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, QC, Canada
- Department of Radiology, Hopital du Sacré-Coeur de Montréal, CIUSSS du Nord-de-l'Ile-de, Montréal, QC, Canada
| | - Cynthia Thompson
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
| | - Nicola Andrea Marchi
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, Université de Montréal, Montréal, QC, Canada
- Center for Investigation and Research in Sleep, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Laboratory for Research in Neuroimaging, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jean-Marc Lina
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Département de Génie Electrique, École de Technologie Supérieure, Montréal, QC, Canada
| | - Jacques Montplaisir
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychiatry, Université de Montréal, Montréal, QC, Canada
| | - Julie Carrier
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Nadia Gosselin
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Claire André
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal, Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l'Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, Université de Montréal, Montréal, QC, Canada
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