The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China.
Department of Psychiatry, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; National Clinical Research Center on Mental Disorders, Changsha, 410011, Hunan, China.
J Psychiatr Res. 2020 Dec;131:60-68. doi: 10.1016/j.jpsychires.2020.08.027. Epub 2020 Sep 1.
The human brain activity is inherently dynamic over time. Conventional neuroimaging studies have reported abnormalities of static intrinsic brain activity or connectivity in adolescent patients with conduct disorder (CD). Little is known, however, regarding the temporal dynamics alterations of brain activity in CD.
In this study, resting-state functional magnetic resonance imaging examinations were performed on adolescent patients with pure CD and age-matched typically developing (TD) controls. The dynamic amplitude of low-frequency fluctuation (dALFF) was first measured using a sliding-window method. The temporal variability (TV) was then quantified as the variance of dALFF over time and compared between the two groups. Further, the relationships between aberrant TV of dALFF and clinical features were evaluated.
CD patients showed reduced brain dynamics (less temporal variability) in the default-mode network, frontal-limbic cortices, sensorimotor areas, and visual regions which are involved in cognitive, emotional and perceptional processes. Importantly, receiver operating characteristic curve analysis revealed that regions with altered TV of dALFF exhibited a better ability to distinguish CD patients than the results from static ALFF in the current data set.
Our findings extended previous work by providing a novel perspective on the neural mechanisms underlying adolescent patients with CD and demonstrated that the altered dynamic local brain activity may be a potential biomarker for CD diagnosis.
人类大脑活动随时间推移具有固有动态性。传统的神经影像学研究报告称,在患有品行障碍(CD)的青少年患者中存在静息态内在大脑活动或连通性异常。然而,对于 CD 患者大脑活动的时间动态变化知之甚少。
本研究对单纯 CD 青少年患者和年龄匹配的典型发育(TD)对照组进行了静息态功能磁共振成像检查。首先使用滑动窗口方法测量低频波动的动态幅度(dALFF)。然后将时间上的 dALFF 的方差作为时间变异性(TV)进行量化,并在两组之间进行比较。此外,还评估了 dALFF 的异常 TV 与临床特征之间的关系。
CD 患者在默认模式网络、额眶皮质、感觉运动区域和视觉区域中表现出大脑活动减少(时间变异性较小),这些区域涉及认知、情感和感知过程。重要的是,受试者工作特征曲线分析表明,与当前数据集的静态 ALFF 结果相比,改变 dALFF 的 TV 的区域能够更好地区分 CD 患者。
我们的发现通过提供一种新的视角来扩展了以前关于 CD 青少年患者的神经机制的研究,并表明改变的动态局部脑活动可能是 CD 诊断的潜在生物标志物。