Cheng Wei, Rolls Edmund, Gong Weikang, Du Jingnan, Zhang Jie, Zhang Xiao-Yong, Li Fei, Feng Jianfeng
Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China.
Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Fudan University, Ministry of Education, Shanghai, 200433, China.
Mol Psychiatry. 2021 Aug;26(8):3992-4003. doi: 10.1038/s41380-020-0663-2. Epub 2020 Feb 3.
Low sleep duration in adults is correlated with psychiatric and cognitive problems. We performed for the first time a large-scale analysis of sleep duration in children, and how this relates to psychiatric problems including depression, to cognition, and to brain structure. Structural MRI was analyzed in relation to sleep duration, and psychiatric and cognitive measures in 11,067 9-11-year-old children from the Adolescent Brain Cognitive Development (ABCD) Study, using a linear mixed model, mediation analysis, and structural equation methods in a longitudinal analysis. Dimensional psychopathology (including depression, anxiety, impulsive behavior) in the children was negatively correlated with sleep duration. Dimensional psychopathology in the parents was also correlated with short sleep duration in their children. The brain areas in which higher volume was correlated with longer sleep duration included the orbitofrontal cortex, prefrontal and temporal cortex, precuneus, and supramarginal gyrus. Longitudinal data analysis showed that the psychiatric problems, especially the depressive problems, were significantly associated with short sleep duration 1 year later. Further, mediation analysis showed that depressive problems significantly mediate the effect of these brain regions on sleep. Higher cognitive scores were associated with higher volume of the prefrontal cortex, temporal cortex, and medial orbitofrontal cortex. Public health implications are that psychopathology in the parents should be considered in relation to sleep problems in children. Moreover, we show that brain structure is associated with sleep problems in children, and that this is related to whether or not the child has depressive problems.
成年人睡眠时长较短与精神和认知问题相关。我们首次对儿童的睡眠时长进行了大规模分析,以及其与包括抑郁症在内的精神问题、认知和脑结构之间的关系。在青少年大脑认知发展(ABCD)研究中,我们使用线性混合模型、中介分析和结构方程方法,对11,067名9至11岁儿童的睡眠时长、精神和认知指标进行了纵向分析,并将其与结构磁共振成像(MRI)相关联。儿童的维度精神病理学(包括抑郁、焦虑、冲动行为)与睡眠时长呈负相关。父母的维度精神病理学也与他们孩子的短睡眠时长相关。脑容量较高与睡眠时长较长相关联的脑区包括眶额皮质、前额叶和颞叶皮质、楔前叶和缘上回。纵向数据分析表明,精神问题,尤其是抑郁问题,在1年后与短睡眠时长显著相关。此外,中介分析表明,抑郁问题显著介导了这些脑区对睡眠的影响。较高的认知分数与前额叶皮质、颞叶皮质和内侧眶额皮质的较高脑容量相关。对公共卫生的启示是,应考虑父母的精神病理学与儿童睡眠问题之间的关系。此外,我们表明脑结构与儿童睡眠问题相关,并且这与儿童是否有抑郁问题有关。