Extracting Circadian and Sleep Parameters from Longitudinal Data in Schizophrenia for the Design of Pragmatic Light Interventions.

clinical predictive framework entrainment by light light therapy design mathematical model model-data fusion transdiagnostic psychiatry

Journal

Schizophrenia bulletin
ISSN: 1745-1701
Titre abrégé: Schizophr Bull
Pays: United States
ID NLM: 0236760

Informations de publication

Date de publication:
01 03 2022
Historique:
pubmed: 11 11 2021
medline: 15 3 2022
entrez: 10 11 2021
Statut: ppublish

Résumé

Sleep and circadian rhythm dysfunction is prevalent in schizophrenia, is associated with distress and poorer clinical status, yet remains an under-recognized therapeutic target. The development of new therapies requires the identification of the primary drivers of these abnormalities. Understanding of the regulation of sleep-wake timing is now sufficiently advanced for mathematical model-based analyses to identify the relative contribution of endogenous circadian processes, behavioral or environmental influences on sleep-wake disturbance and guide the development of personalized treatments. Here, we have elucidated factors underlying disturbed sleep-wake timing by applying a predictive mathematical model for the interaction of light and the circadian and homeostatic regulation of sleep to actigraphy, light, and melatonin profiles from 20 schizophrenia patients and 21 age-matched healthy unemployed controls, and designed interventions which restored sleep-circadian function. Compared to controls, those with schizophrenia slept longer, had more variable sleep timing, and received significantly fewer hours of bright light (light > 500 lux), which was associated with greater variance in sleep timing. Combining the model with the objective data revealed that non 24-h sleep could be best explained by reduced light exposure rather than differences in intrinsic circadian period. Modeling implied that late sleep offset and non 24-h sleep timing in schizophrenia can be normalized by changes in environmental light-dark profiles, without imposing major lifestyle changes. Aberrant timing and intensity of light exposure patterns are likely causal factors in sleep timing disturbances in schizophrenia. Implementing our new model-data framework in clinical practice could deliver personalized and acceptable light-dark interventions that normalize sleep-wake timing.

Identifiants

pubmed: 34757401
pii: 6425040
doi: 10.1093/schbul/sbab124
pmc: PMC8886588
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

447-456

Subventions

Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 076067/Z/04/Z
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/P001378/1
Pays : United Kingdom

Informations de copyright

© The Author(s) 2021. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center.

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Auteurs

Anne C Skeldon (AC)

Department of Mathematics, Faculty of Engineering and Physical Sciences, University of Surrey, GuildfordUK.
UK Dementia Research Institute Care Research & Technology Centre, at Imperial College London and the University of Surrey, Guildford,UK.

Derk-Jan Dijk (DJ)

UK Dementia Research Institute Care Research & Technology Centre, at Imperial College London and the University of Surrey, Guildford,UK.
Surrey Sleep Research Centre, Faculty of Health and Medical Sciences, University of Surrey, Guildford,UK.

Nicholas Meyer (N)

Department of Psychosis Studies, Institute of Psychology, Psychiatry and Neuroscience, King's College London, >London, UK.
Insomnia and Behavioural Sleep Medicine Clinic, University College London Hospitals NHS Foundation Trust, London, UK.

Katharina Wulff (K)

Departments of Radiation Sciences and Molecular Biology, Umea University, Umea, Sweden.
Wallenberg Centre for Molecular Medicine (WCMM), Umea University, Umea, Sweden.

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