Identification of five sleep-biopsychosocial profiles with specific neural signatures linking sleep variability with health, cognition, and lifestyle factors

• Aurore A. Perrault ,

  Contributed equally to this work with: Aurore A. Perrault

  Roles Conceptualization, Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: aurore.perrault@gmail.com (AAP); valkebets@gmail.com (VK)

  Affiliations Sleep, Cognition and Neuroimaging Lab, Department of Health, Kinesiology and Applied Physiology & Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada, Centre de Recherche de l’Institut Universitaire de Gériatrie de Montréal, CIUSSS Centre-Sud-de-l’Ile-de-Montréal, Montreal, Canada, Sleep & Circadian Research Group, Woolcock Institute of Medical Research, Macquarie University, Sydney, Australia

  https://orcid.org/0000-0003-2839-610X

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• Valeria Kebets ,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: aurore.perrault@gmail.com (AAP); valkebets@gmail.com (VK)

  Affiliations Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore, Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, N.1 Institute for Health, National University of Singapore, Singapore, Singapore, McConnell Brain Imaging Centre (BIC), Montreal Neurological Institute (MNI), McGill University, Montreal, Canada, McGill University, Montreal, Canada

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• Nicole M. Y. Kuek,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft

  Affiliations Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore, Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, N.1 Institute for Health, National University of Singapore, Singapore, Singapore

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• Nathan E. Cross,

  Roles Formal analysis, Methodology, Visualization, Writing – review & editing

  Affiliations Sleep, Cognition and Neuroimaging Lab, Department of Health, Kinesiology and Applied Physiology & Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada, Centre de Recherche de l’Institut Universitaire de Gériatrie de Montréal, CIUSSS Centre-Sud-de-l’Ile-de-Montréal, Montreal, Canada, School of Psychology, University of Sydney, Sydney, Australia

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• Rackeb Tesfaye,

  Roles Writing – review & editing

  Affiliation McGill University, Montreal, Canada

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• Florence B. Pomares,

  Roles Writing – review & editing

  Affiliations Sleep, Cognition and Neuroimaging Lab, Department of Health, Kinesiology and Applied Physiology & Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada, Centre de Recherche de l’Institut Universitaire de Gériatrie de Montréal, CIUSSS Centre-Sud-de-l’Ile-de-Montréal, Montreal, Canada

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• Jingwei Li,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore, Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, N.1 Institute for Health, National University of Singapore, Singapore, Singapore, Institute of Neuroscience and Medicine (INM-7: Brain and Behavior), Research Center Jülich, Jülich, Germany, Institute of Systems Neuroscience, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany

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• Michael W. L. Chee,

  Roles Writing – review & editing

  Affiliation Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

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• Thien Thanh Dang-Vu,

  Roles Writing – review & editing

  Affiliations Sleep, Cognition and Neuroimaging Lab, Department of Health, Kinesiology and Applied Physiology & Center for Studies in Behavioral Neurobiology, Concordia University, Montreal, Canada, Centre de Recherche de l’Institut Universitaire de Gériatrie de Montréal, CIUSSS Centre-Sud-de-l’Ile-de-Montréal, Montreal, Canada

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• B. T. Thomas Yeo

  Roles Conceptualization, Funding acquisition, Project administration, Writing – review & editing

  Affiliations Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore, Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, N.1 Institute for Health, National University of Singapore, Singapore, Singapore, Department of Medicine, Human Potential Translational Research Programme & Institute for Digital Medicine (WisDM), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore, Singapore, Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts, United States of America

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