Table of Contents

Total Sleep Deprivation Increases Brain Age Prediction Reversibly in Multisite Samples of Young Healthy Adults

  1. David Elmenhorst1,13,14
  1. 1Institute of Neuroscience and Medicine (INM-2), Forschungszentrum Jülich, 52428 Jülich, Germany
  2. 2Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
  3. 3Institute of Pharmacology and Toxicology, University of Zurich, CH-8006 Zurich, Switzerland
  4. 4Department of Sleep and Human Factors Research, Institute of Aerospace Medicine, German Aerospace Center, 51147 Cologne, Germany
  5. 5Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany
  6. 6Institute of Neuroscience and Medicine, Brain and Behaviour (INM-7), Forschungszentrum Jülich, 52428 Jülich, Germany
  7. 7Neurological Department, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany
  8. 8State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China
  9. 9Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, Massachusetts 02115
  10. 10Division of Sleep Medicine, Harvard Medical School, Boston, Massachusetts 02115
  11. 11Sleep & Health Zurich, University Center of Competence, University of Zurich, Zurich, Switzerland
  12. 12Department of Neurophysiology, Institute of Zoology (Bio-II), RWTH Aachen University, 52074 Aachen, Germany
  13. 13Department of Nuclear Medicine, Faculty of Medicine, University Hospital Cologne, University of Cologne, 50937 Cologne, Germany
  14. 14Division of Medical Psychology, Rheinische Friedrich-Wilhelms-University Bonn, Bonn, 53127 Germany
  15. 15Institute for Occupational, Social and Environmental Medicine, Medical Faculty, RWTH Aachen University, 52074 Aachen, Germany
  16. 16Institute of Clinical Medicine, University of Copenhagen, 2200 Copenhagen, Denmark
  17. 17Institute of Experimental Epileptology and Cognition Research, Faculty of Medicine, University of Bonn, 53127, Bonn, Germany
  1. Author contributions: C.C., H.-P.L., and D.E. designed research; C.C., S.C.H., E.-M.E., and D.E. performed research; C.C., S.C.H., and D.E. contributed unpublished reagents/analytic tools; C.C., S.C.H., E.-M.E., F.H., G.M. K., H.-P.L., and D.E. analyzed data; C.C., A.L.F., C.L., S.B., D.L., E.H., D.M.B, F.H., G.M.K., D.A., A.B., H.-P.L., and D.E. wrote the paper.

Abstract

Sleep loss pervasively affects the human brain at multiple levels. Age-related changes in several sleep characteristics indicate that reduced sleep quality is a frequent characteristic of aging. Conversely, sleep disruption may accelerate the aging process, yet it is not known what will happen to the age status of the brain if we can manipulate sleep conditions. To tackle this question, we used an approach of brain age to investigate whether sleep loss would cause age-related changes in the brain. We included MRI data of 134 healthy volunteers (mean chronological age of 25.3 between the age of 19 and 39 years, 42 females/92 males) from five datasets with different sleep conditions. Across three datasets with the condition of total sleep deprivation (>24 h of prolonged wakefulness), we consistently observed that total sleep deprivation increased brain age by 1–2 years regarding the group mean difference with the baseline. Interestingly, after one night of recovery sleep, brain age was not different from baseline. We also demonstrated the associations between the change in brain age after total sleep deprivation and the sleep variables measured during the recovery night. By contrast, brain age was not significantly changed by either acute (3 h time-in-bed for one night) or chronic partial sleep restriction (5 h time-in-bed for five continuous nights). Together, the convergent findings indicate that acute total sleep loss changes brain morphology in an aging-like direction in young participants and that these changes are reversible by recovery sleep.

SIGNIFICANCE STATEMENT Sleep is fundamental for humans to maintain normal physical and psychological functions. Experimental sleep deprivation is a variable-controlling approach to engaging the brain among different sleep conditions for investigating the responses of the brain to sleep loss. Here, we quantified the response of the brain to sleep deprivation by using the change of brain age predictable with brain morphologic features. In three independent datasets, we consistently found increased brain age after total sleep deprivation, which was associated with the change in sleep variables. Moreover, no significant change in brain age was found after partial sleep deprivation in another two datasets. Our study provides new evidence to explain the brainwide effect of sleep loss in an aging-like direction.

  • Received April 14, 2022.
  • Revision received January 13, 2023.
  • Accepted January 18, 2023.