{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T11:59:08Z","timestamp":1773230348132,"version":"3.50.1"},"reference-count":45,"publisher":"American Medical Association (AMA)","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi260017-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>Sleep disturbances are increasingly recognized as a modifiable factor associated with poor outcomes after mild traumatic brain injury (mTBI) in adults, yet their prevalence, mechanisms, and clinical impact in children remain largely unknown. Identifying whether sleep problems contribute to behavioral, cognitive, and neurobiological outcomes after pediatric mTBI could inform targeted interventions.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260017-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To determine the prevalence of sleep disturbances after pediatric mTBI and to assess associations with behavioral symptoms, cognition, and brain structure.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260017-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>This multisite, population-based cohort study is a secondary analysis of data collected between September 2016 and January 2020 as part of the Adolescent Brain Cognitive Development Study 5.0 release. Participants were children who sustained an mTBI between baseline (age 9-10 years) and 2-year follow-up (age 11-12 years). Children with mTBI were propensity score\u2013matched on the basis of age, sex, study site, self-reported race, and total family income to typically developing children (TDC) and orthopedic injury (OI) controls. Data were analyzed September 2024 to June 2025.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260017-7\">\n                    <jats:title>Exposure<\/jats:title>\n                    <jats:p>mTBI between baseline and follow-up.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260017-8\">\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>The primary outcomes were parent-reported sleep disturbances (categorized as new onset, chronic, improving, or none), behavioral problems, and cognitive performance. Magnetic resonance imaging was used to examine cortical thickness, cortical volume, and white matter microstructure. Analyses used linear regressions and linear mixed models, controlling for baseline when appropriate.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260017-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Of 573 children, there were 191 children with mTBI (mean [SD] age, 12.03 [0.6] years; 112 [58.6%] male). Children with mTBI were more likely than controls to develop new clinical sleep disturbances (29 children with mTBI [15.2%] vs 22 of 191 children [11.5%] in the TDC group and 19 of 191 children [9.9%] in the OI group) and had higher rates of chronic sleep disturbances (41 children [21.5%] with mTBI vs 25 children [13.1%] in the TDC group and 25 children [13.1%] in the OI group). Total sleep disturbance scores were significantly elevated for children with mTBI compared with the TDC group (\u03b2, \u22120.27; 95% CI, \u22120.45 to \u22120.10), but not the OI group (\u03b2, \u22120.12; 95% CI, \u22120.29 to 0.05). Higher behavioral symptoms were found compared with the TDC group (\u03b2, \u22120.30; 95% CI, \u22120.45 to \u22120.16) and were associated with sleep problems, especially newly emerging disturbances, after mTBI. Children in the OI group exhibited greater cortical thickness (\u03b2, 0.18; 95% CI, 0.06 to 0.30) and volume (\u03b2, 0.06; 95% CI, 0.01 to 0.11) than children with mTBI, with both being positively associated with sleep disturbances in children with mTBI. No group differences were found in cognition or white matter microstructure or associations with sleep.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260017-10\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>In this cohort study, sleep disturbances were more common among children with mTBI than among TDC. In particular, newly developing sleep problems appeared to be a potential key pathway to behavioral problems and a promising interventional target. Cognitive and structural brain outcomes were not significantly associated with sleep disturbances in this cohort.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2026.0229","type":"journal-article","created":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T15:01:01Z","timestamp":1773154861000},"page":"e260229","source":"Crossref","is-referenced-by-count":0,"title":["Sleep Disturbances and Cognition, Behavior, and Brain Structure in Children With mTBI"],"prefix":"10.1001","volume":"9","author":[{"given":"Anja K.","family":"Betz","sequence":"first","affiliation":[{"name":"cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"International Max Planck Research School for Translational Psychiatry, Munich, Germany"},{"name":"German Center for Child and Adolescent Health (DZKJ), Partner site Munich, Munich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanneke S. R.","family":"MacLaren","sequence":"additional","affiliation":[{"name":"cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"German Center for Child and Adolescent Health (DZKJ), Partner site Munich, Munich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto G.","family":"Villagran Asiares","sequence":"additional","affiliation":[{"name":"cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"German Center for Child and Adolescent Health (DZKJ), Partner site Munich, Munich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luisa S.","family":"Schuhmacher","sequence":"additional","affiliation":[{"name":"cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Inga K.","family":"Koerte","sequence":"additional","affiliation":[{"name":"cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Mass General Brigham, Harvard Medical School, Boston, Massachusetts"},{"name":"Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universit\u00e4t, Munich, Germany"},{"name":"International Max Planck Research School for Translational Psychiatry, Munich, Germany"},{"name":"German Center for Child and Adolescent Health (DZKJ), Partner site Munich, Munich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10","published-online":{"date-parts":[[2026,3,10]]},"reference":[{"issue":"2","key":"zoi260017r2","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1001\/jamapediatrics.2013.434","article-title":"Predicting postconcussion syndrome after mild traumatic brain injury in children and adolescents who present to the emergency department.","volume":"167","author":"Babcock","year":"2013","journal-title":"JAMA Pediatr"},{"issue":"2","key":"zoi260017r3","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1007\/s13311-016-0429-3","article-title":"Sleep, sleep disorders, and mild traumatic brain injury. what we know and what we need to know: findings from a national working group.","volume":"13","author":"Wickwire","year":"2016","journal-title":"Neurotherapeutics"},{"issue":"1","key":"zoi260017r4","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1007\/s11682-017-9673-3","article-title":"Relevance of neuroimaging for neurocognitive and behavioral outcome after pediatric traumatic brain injury.","volume":"12","author":"K\u00f6nigs","year":"2018","journal-title":"Brain Imaging Behav"},{"issue":"7","key":"zoi260017r5","doi-asserted-by":"publisher","first-page":"e728","DOI":"10.1212\/WNL.0000000000207508","article-title":"Longitudinal gray matter trajectories in pediatric mild traumatic brain injury.","volume":"101","author":"Ware","year":"2023","journal-title":"Neurology"},{"issue":"6","key":"zoi260017r6","doi-asserted-by":"publisher","first-page":"E67","DOI":"10.1097\/HTR.0000000000000119","article-title":"Persistent sleep disturbances independently predict poorer functional and social outcomes 1 year after mild traumatic brain injury.","volume":"30","author":"Chan","year":"2015","journal-title":"J Head Trauma Rehabil"},{"issue":"11","key":"zoi260017r7","doi-asserted-by":"publisher","first-page":"1337","DOI":"10.3109\/02699052.2015.1045030","article-title":"Subjective sleep quality and postconcussion symptoms following mild traumatic brain injury.","volume":"29","author":"Towns","year":"2015","journal-title":"Brain Inj"},{"issue":"1","key":"zoi260017r8","doi-asserted-by":"publisher","first-page":"15","DOI":"10.3390\/medsci6010015","article-title":"Traumatic brain injury, sleep disorders, and psychiatric disorders: an underrecognized relationship.","volume":"6","author":"Morse","year":"2018","journal-title":"Med Sci (Basel)"},{"issue":"6","key":"zoi260017r9","doi-asserted-by":"publisher","first-page":"892","DOI":"10.1016\/j.ijnurstu.2013.10.020","article-title":"The effects of sleep on the relationship between brain injury severity and recovery of cognitive function: a prospective study.","volume":"51","author":"Chiu","year":"2014","journal-title":"Int J Nurs Stud"},{"issue":"3","key":"zoi260017r10","doi-asserted-by":"publisher","first-page":"1362","DOI":"10.1007\/s11682-021-00615-4","article-title":"Lower cortical volume is associated with poor sleep quality after traumatic brain injury.","volume":"16","author":"Babu Henry Samuel","year":"2022","journal-title":"Brain Imaging Behav"},{"issue":"2","key":"zoi260017r11","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/S0887-8994(03)00149-8","article-title":"Prevalence and risk of sleep disturbances in adolescents after minor head injury.","volume":"29","author":"Pillar","year":"2003","journal-title":"Pediatr Neurol"},{"issue":"3","key":"zoi260017r12","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1097\/HTR.0000000000000804","article-title":"Association of sleep disturbance with neurocognition, symptom severity, and recovery in pediatric concussion: a 10-year retrospective analysis of a tertiary referral concussion clinic.","volume":"38","author":"Cassimatis","year":"2023","journal-title":"J Head Trauma Rehabil"},{"issue":"3-4","key":"zoi260017r13","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1177\/08830738231170721","article-title":"Sleep problems after concussion are associated with poor balance and persistent postconcussion symptoms.","volume":"38","author":"Magliato","year":"2023","journal-title":"J Child Neurol"},{"key":"zoi260017r14","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2022.103130","article-title":"The role of sleep quality on white matter integrity and concussion symptom severity in adolescents.","volume":"35","author":"Lima Santos","year":"2022","journal-title":"Neuroimage Clin"},{"issue":"3","key":"zoi260017r15","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1097\/HTR.0000000000000811","article-title":"Does sleep quality influence recovery outcomes after postconcussive injury in children and adolescents?","volume":"38","author":"Fisher","year":"2023","journal-title":"J Head Trauma Rehabil"},{"issue":"14","key":"zoi260017r16","doi-asserted-by":"publisher","first-page":"1305","DOI":"10.1089\/neu.2013.3275","article-title":"Sleep problems and their relationship to cognitive and behavioral outcomes in young children with traumatic brain injury.","volume":"31","author":"Shay","year":"2014","journal-title":"J Neurotrauma"},{"issue":"2","key":"zoi260017r17","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1037\/neu0000420","article-title":"Sleep disturbances and internalizing behavior problems following pediatric traumatic injury.","volume":"32","author":"Fischer","year":"2018","journal-title":"Neuropsychology"},{"issue":"3","key":"zoi260017r18","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1097\/HTR.0000000000001005","article-title":"Sleep disturbance and postconcussive symptoms in pediatric mild traumatic brain injury and orthopedic injury.","volume":"40","author":"Luszawski","year":"2025","journal-title":"J Head Trauma Rehabil"},{"issue":"6","key":"zoi260017r19","doi-asserted-by":"publisher","first-page":"384","DOI":"10.1097\/DBP.0b013e31829a7a0d","article-title":"Nighttime sleep duration and externalizing behaviors of preschool children.","volume":"34","author":"Scharf","year":"2013","journal-title":"J Dev Behav Pediatr"},{"issue":"1","key":"zoi260017r20","doi-asserted-by":"publisher","first-page":"7","DOI":"10.3390\/clockssleep2010002","article-title":"Sleep problems in school aged children: a common process across internalising and externalising behaviours?","volume":"2","author":"Bayes","year":"2019","journal-title":"Clocks Sleep"},{"issue":"11","key":"zoi260017r21","doi-asserted-by":"publisher","first-page":"1242","DOI":"10.1111\/jcpp.13085","article-title":"Childhood sleep disturbances and white matter microstructure in preadolescence.","volume":"60","author":"Mulder","year":"2019","journal-title":"J Child Psychol Psychiatry"},{"issue":"1","key":"zoi260017r22","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsw022","article-title":"The developmental course of sleep disturbances across childhood relates to brain morphology at age 7: the generation R study.","volume":"40","author":"Kocevska","year":"2017","journal-title":"Sleep"},{"key":"zoi260017r23","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.dcn.2017.10.002","article-title":"The conception of the ABCD study: from substance use to a broad NIH collaboration.","volume":"32","author":"Volkow","year":"2018","journal-title":"Dev Cogn Neurosci"},{"issue":"6","key":"zoi260017r25","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1097\/01.HTR.0000300227.67748.77","article-title":"Initial reliability and validity of the Ohio State University TBI identification method.","volume":"22","author":"Corrigan","year":"2007","journal-title":"J Head Trauma Rehabil"},{"issue":"8","key":"zoi260017r26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v042.i08","article-title":"MatchIt: nonparametric preprocessing for parametric causal inference.","volume":"42","author":"Ho","year":"2011","journal-title":"J Stat Softw"},{"issue":"4","key":"zoi260017r27","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1111\/j.1365-2869.1996.00251.x","article-title":"The Sleep Disturbance Scale for Children (SDSC): construction and validation of an instrument to evaluate sleep disturbances in childhood and adolescence.","volume":"5","author":"Bruni","year":"1996","journal-title":"J Sleep Res"},{"issue":"1","key":"zoi260017r28","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.smrv.2010.07.005","article-title":"Pediatric sleep questionnaires as diagnostic or epidemiological tools: a review of currently available instruments.","volume":"15","author":"Spruyt","year":"2011","journal-title":"Sleep Med Rev"},{"issue":"8","key":"zoi260017r29","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1542\/pir.21.8.265","article-title":"The child behavior checklist and related forms for assessing behavioral\/emotional problems and competencies.","volume":"21","author":"Achenbach","year":"2000","journal-title":"Pediatr Rev"},{"issue":"11","key":"zoi260017r30","doi-asserted-by":"publisher","first-page":"S2","DOI":"10.1212\/WNL.0b013e3182872e5f","article-title":"NIH toolbox for assessment of neurological and behavioral function.","volume":"80","author":"Gershon","year":"2013","journal-title":"Neurology"},{"key":"zoi260017r31","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.dcn.2018.03.001","article-title":"The Adolescent Brain Cognitive Development (ABCD) study: imaging acquisition across 21 sites.","volume":"32","author":"Casey","year":"2018","journal-title":"Dev Cogn Neurosci"},{"key":"zoi260017r32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.116091","article-title":"Image processing and analysis methods for the Adolescent Brain Cognitive Development Study.","volume":"202","author":"Hagler","year":"2019","journal-title":"Neuroimage"},{"key":"zoi260017r33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2022.119439","article-title":"Cross-site harmonization of multi-shell diffusion MRI measures based on rotational invariant spherical harmonics (RISH).","volume":"259","author":"De Luca","year":"2022","journal-title":"Neuroimage"},{"issue":"1","key":"zoi260017r34","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1093\/biostatistics\/kxj037","article-title":"Adjusting batch effects in microarray expression data using empirical Bayes methods.","volume":"8","author":"Johnson","year":"2007","journal-title":"Biostatistics"},{"issue":"5-6","key":"zoi260017r35","doi-asserted-by":"publisher","first-page":"406","DOI":"10.1017\/S1355617725101458","article-title":"Pre-injury sleep disturbance as a moderator of cognitive functioning in children and adolescents with mild traumatic brain injury.","volume":"31","author":"Luszawski","year":"2025","journal-title":"J Int Neuropsychol Soc"},{"issue":"4","key":"zoi260017r37","doi-asserted-by":"publisher","first-page":"E284","DOI":"10.1097\/HTR.0000000000000663","article-title":"Research letter: sleep mediates the association between prior concussion and depressive symptoms.","volume":"36","author":"Brett","year":"2021","journal-title":"J Head Trauma Rehabil"},{"issue":"8","key":"zoi260017r38","doi-asserted-by":"publisher","first-page":"926","DOI":"10.1016\/j.sleep.2015.04.013","article-title":"Sleep difficulties one year following mild traumatic brain injury in a population-based study.","volume":"16","author":"Theadom","year":"2015","journal-title":"Sleep Med"},{"issue":"10","key":"zoi260017r39","doi-asserted-by":"publisher","first-page":"1243","DOI":"10.1080\/02699052.2016.1183171","article-title":"Sleep difficulties and their impact on recovery following mild traumatic brain injury in children.","volume":"30","author":"Theadom","year":"2016","journal-title":"Brain Inj"},{"issue":"3","key":"zoi260017r40","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/j.ijdevneu.2012.01.003","article-title":"Longitudinal changes in cortical thickness in children after traumatic brain injury and their relation to behavioral regulation and emotional control.","volume":"30","author":"Wilde","year":"2012","journal-title":"Int J Dev Neurosci"},{"issue":"17","key":"zoi260017r41","doi-asserted-by":"publisher","first-page":"1892","DOI":"10.1089\/neu.2019.6850","article-title":"Post-acute cortical thickness in children with mild traumatic brain injury versus orthopedic injury.","volume":"37","author":"Ware","year":"2020","journal-title":"J Neurotrauma"},{"issue":"2","key":"zoi260017r42","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1002\/ana.27259","article-title":"Regional and global changes in brain structure 1-year post pediatric \u201cmild\u201d traumatic brain injury.","volume":"98","author":"Nathaniel","year":"2025","journal-title":"Ann Neurol"},{"issue":"9","key":"zoi260017r43","doi-asserted-by":"publisher","first-page":"2133","DOI":"10.1017\/S0033291724000229","article-title":"Executive functioning, behavior, and white matter microstructure in the chronic phase after pediatric mild traumatic brain injury: results from the adolescent brain cognitive development study.","volume":"54","author":"Betz","year":"2024","journal-title":"Psychol Med"},{"issue":"10","key":"zoi260017r44","doi-asserted-by":"publisher","first-page":"705","DOI":"10.1016\/S2352-4642(22)00188-2","article-title":"Effects of sleep duration on neurocognitive development in early adolescents in the USA: a propensity score matched, longitudinal, observational study.","volume":"6","author":"Yang","year":"2022","journal-title":"Lancet Child Adolesc Health"},{"issue":"1","key":"zoi260017r45","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1089\/neu.2011.2126","article-title":"The longitudinal course, risk factors, and impact of sleep disturbances in children with traumatic brain injury.","volume":"29","author":"Tham","year":"2012","journal-title":"J Neurotrauma"},{"key":"zoi260017r1","volume-title":"Traumatic Brain Injury in the United States: Emergency Department Visits, Hospitalizations, and Deaths, 2002-2006","author":"Faul","year":"2010"},{"key":"zoi260017r36","volume-title":"R: A Language and Environment for Statistical Computing","author":"R Core Team","year":"2021"},{"key":"zoi260017r24","unstructured":"Adolescent Brain Cognitive Development Study. ABCD study. 2019. Accessed January 13, 2026. https:\/\/abcdstudy.org\/"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2846156\/betz_2026_oi_260017_1772564467.61201.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T15:01:07Z","timestamp":1773154867000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2846156"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,10]]},"references-count":45,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2026,3,2]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2026.0229","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,10]]}}}