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BOLD fMRI data were acquired from 81 healthy adults with normal sleep (41 females, age 20.96\u201339.58\u00a0years) during a test of cognitive control (Not-X-CPT). Sleep health was assessed in the week before MRI scanning, using both objective (actigraphy) and self-report measures. Multiple measures indicating poorer sleep health\u2014including later\/more variable sleep timing, later chronotype preference, more insomnia symptoms, and lower sleep efficiency\u2014were associated with stronger and more widespread BOLD activations in fronto-parietal and subcortical brain regions during cognitive control processing (adjusted for age, sex, education, and fMRI task performance). Most associations were found for reactive cognitive control activation, indicating that poorer sleep health is linked to a \u201chyper-reactive\u201d brain state. Analysis of time-on-task effects showed that, with longer time on task, poorer sleep health was predominantly associated with increased proactive cognitive control activation, indicating recruitment of additional neural resources over time. Finally, shorter objective sleep duration was associated with lower BOLD activation with time on task and poorer task performance. In conclusion, even in \u201cnormal sleepers,\u201d relatively poorer sleep health is associated with altered cognitive control processing, possibly reflecting compensatory mechanisms and\/or inefficient neural processing.<\/jats:p>","DOI":"10.1093\/cercor\/bhad024","type":"journal-article","created":{"date-parts":[[2023,1,21]],"date-time":"2023-01-21T00:07:41Z","timestamp":1674259661000},"page":"7100-7119","source":"Crossref","is-referenced-by-count":13,"title":["Poorer sleep health is associated with altered brain activation during cognitive control processing in healthy adults"],"prefix":"10.1093","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7361-9387","authenticated-orcid":false,"given":"Hanne","family":"Smevik","sequence":"first","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"},{"name":"NorHEAD - Norwegian Centre for Headache Research , Norwegian University of Science and Technology, Trondheim, Norway"},{"name":"Trondheim University Hospital Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah","family":"Habli","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"},{"name":"NorHEAD - Norwegian Centre for Headache Research , Norwegian University of Science and Technology, Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Simen Berg","family":"Saksvik","sequence":"additional","affiliation":[{"name":"Trondheim University Hospital Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, , Trondheim, Norway"},{"name":"Norwegian University of Science and Technology Department of Mental Health, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8023-6333","authenticated-orcid":false,"given":"Elisabeth","family":"Kliem","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hallvard R\u00f8e","family":"Evensmoen","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Neuromedicine and Movement Science, , Trondheim, Norway"},{"name":"Trondheim University Hospital Department of Radiology and Nuclear Medicine, St. Olavs Hospital, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Virginia","family":"Conde","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"},{"name":"University of Oslo Multimodal Imaging and Cognitive Control Lab, Department of Psychology, , Oslo, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Agustin","family":"Petroni","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"},{"name":"Universidad de Buenos Aires - CONICET Laboratorio de Inteligencia Artificial Aplicada, Instituto de Ciencias de la Computaci\u00f3n, , Buenos Aires, Argentina"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert F","family":"Asarnow","sequence":"additional","affiliation":[{"name":"David Geffen School of Medicine, UCLA Department of Psychiatry and Biobehavioral Science, , Los Angeles, CA, USA"},{"name":"UCLA UCLA School of Medicine; Department of Psychology, , Los Angeles, CA, USA"},{"name":"UCLA Brain Research Institute, , Los Angeles, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emily L","family":"Dennis","sequence":"additional","affiliation":[{"name":"University of Utah School of Medicine TBI and Concussion Center, Department of Neurology, , Salt Lake City, UT, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Live","family":"Eikenes","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Circulation and Medical Imaging, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"H\u00e5vard","family":"Kallestad","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Mental Health, , Trondheim, Norway"},{"name":"Trondheim University Hospital Department of Mental Healthcare, St. Olavs Hospital, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Trond","family":"Sand","sequence":"additional","affiliation":[{"name":"NorHEAD - Norwegian Centre for Headache Research , Norwegian University of Science and Technology, Trondheim, Norway"},{"name":"Norwegian University of Science and Technology Department of Neuromedicine and Movement Science, , Trondheim, Norway"},{"name":"St. Olavs Hospital Department of Neurology and Clinical Neurophysiology, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul M","family":"Thompson","sequence":"additional","affiliation":[{"name":"Keck School of Medicine, USC Imaging Genetics Center, Mark & Mary Stevens Neuroimaging & Informatics Institute, , Los Angeles, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ingvild","family":"Saksvik-Lehouillier","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Asta Kristine","family":"H\u00e5berg","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Neuromedicine and Movement Science, , Trondheim, Norway"},{"name":"Trondheim University Hospital Department of Radiology and Nuclear Medicine, St. Olavs Hospital, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8691-3860","authenticated-orcid":false,"given":"Alexander","family":"Olsen","sequence":"additional","affiliation":[{"name":"Norwegian University of Science and Technology Department of Psychology, , Trondheim, Norway"},{"name":"NorHEAD - Norwegian Centre for Headache Research , Norwegian University of Science and Technology, Trondheim, Norway"},{"name":"Trondheim University Hospital Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, , Trondheim, Norway"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2023,2,14]]},"reference":[{"key":"2023060106233235800_ref1","doi-asserted-by":"crossref","DOI":"10.3389\/fnhum.2013.00341","article-title":"The world according to me: personal relevance and the medial prefrontal cortex","volume":"7","author":"Abraham","year":"2013","journal-title":"Front Hum Neurosci"},{"key":"2023060106233235800_ref2","doi-asserted-by":"crossref","first-page":"29","DOI":"10.3109\/00207459008994241","article-title":"Subjective and objective sleepiness in the active individual","volume":"52","author":"Akerstedt","year":"1990","journal-title":"Int J Neurosci"},{"key":"2023060106233235800_ref3","first-page":"72","article-title":"Later-life sleep, cognition, and neuroimaging research: an update for 2020","volume":"33","author":"Alfini","year":"2020","journal-title":"Curr Opin Behav Sci, Sleep and cognition"},{"key":"2023060106233235800_ref4","doi-asserted-by":"crossref","first-page":"303","DOI":"10.2147\/NSS.S168841","article-title":"Exploration of potential objective and subjective indicators of sleep health in normal sleepers","volume":"10","author":"Allen","year":"2018","journal-title":"Nat Sci Sleep"},{"key":"2023060106233235800_ref191a","doi-asserted-by":"crossref","first-page":"63","DOI":"10.12688\/wellcomeopenres.15191.2","article-title":"Raincloud plots: a multi-platform tool for robust data visualization [version 2; 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