Department of Neuroscience, The Frederick J. and Marion A. Schindler Cognitive Neurophysiology Laboratory, The Ernest J. Del Monte Institute for Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642, USA; Department of Public Health Sciences, Division of Epidemiology, University of Rochester Medical Center, Rochester, NY 14642, USA.
Department of Neuroscience, The Frederick J. and Marion A. Schindler Cognitive Neurophysiology Laboratory, The Ernest J. Del Monte Institute for Neuroscience, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642, USA.
Neuroimage. 2022 Nov;263:119626. doi: 10.1016/j.neuroimage.2022.119626. Epub 2022 Sep 11.
Children that experience a mild traumatic brain injury (mTBI) are at an increased risk of neural alterations that can deteriorate mental health. We test the hypothesis that mTBI is associated with psychopathology and that structural brain metrics (e.g., volume, area) meaningfully mediate the relation in an adolescent population.
We analyzed behavioral and brain MRI data from 11,876 children who participated in the Adolescent Brain Cognitive Development (ABCD) Study. Mixed-effects models were used to examine the longitudinal association between mTBI and mental health outcomes. Bayesian methods were used to investigate brain regions that are intermediate between mTBI and symptoms of poor mental health.
There were 199 children with mTBI and 527 with possible mTBI across the three ABCD Study visits. There was a 7% (IRR = 1.07, 95% CI: 1.01, 1.13) and 15% (IRR = 1.16, 95% CI: 1.05, 1.26) increased risk of emotional or behavioral problems in children that experienced possible mTBI or mTBI, respectively. Possible mTBI was associated with a 17% (IRR: 1.17, 95% CI: 0.99, 1.40) increased risk of experiencing distress following a psychotic-like experience. We did not find any brain regions that meaningfully mediated the relationship between mTBI and mental health outcomes. Analysis of volumetric measures found that approximately 2% to 5% of the total effect of mTBI on mental health outcomes operated through total cortical volume. Image intensity measure analyses determined that approximately 2% to 5% of the total effect was mediated through the left-hemisphere of the dorsolateral prefrontal cortex.
Results indicate an increased risk of emotional and behavioral problems in children that experienced possible mTBI or mTBI. Mediation analyses did not elucidate the mechanisms underlying the association between mTBI and mental health outcomes.
经历轻度创伤性脑损伤 (mTBI) 的儿童患神经改变的风险增加,这可能会导致心理健康恶化。我们检验了这样一个假设,即 mTBI 与精神病理学有关,并且结构脑指标(例如体积、面积)在青少年人群中对两者之间的关系具有重要的中介作用。
我们分析了参与青少年大脑认知发展 (ABCD) 研究的 11876 名儿童的行为和脑 MRI 数据。混合效应模型用于检验 mTBI 与心理健康结果之间的纵向关联。贝叶斯方法用于研究 mTBI 和心理健康不良症状之间的中间脑区。
在 ABCD 研究的三次访视中,有 199 名儿童患有 mTBI,527 名儿童患有可能的 mTBI。经历过可能的 mTBI 或 mTBI 的儿童,其出现情绪或行为问题的风险分别增加了 7%(IRR=1.07,95%CI:1.01,1.13)和 15%(IRR=1.16,95%CI:1.05,1.26)。可能的 mTBI 与经历精神病样体验后出现痛苦的风险增加 17%(IRR:1.17,95%CI:0.99,1.40)相关。我们没有发现任何脑区对 mTBI 和心理健康结果之间的关系具有重要的中介作用。体积测量分析发现,mTBI 对心理健康结果的总效应中约有 2%至 5%是通过总皮质体积来运作的。图像强度测量分析确定,总效应的约 2%至 5%是通过左侧背外侧前额叶皮质的左半球来介导的。
结果表明,经历过可能的 mTBI 或 mTBI 的儿童出现情绪和行为问题的风险增加。中介分析未能阐明 mTBI 与心理健康结果之间关联的机制。