Lou Feiling, Tao Jiejie, Zhou Ronghui, Chen Shuangli, Qian Andan, Yang Chuang, Zheng Xiangwu, Chen Bicheng, Hu Zhishan, Wang Meihao
Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Department of Psychiatry, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Front Neurosci. 2021 Sep 16;15:731596. doi: 10.3389/fnins.2021.731596. eCollection 2021.
Attention deficit hyperactivity disorder (ADHD) is a commonly diagnosed neuropsychiatric disorder in children, which is characterized by inattention, hyperactivity and impulsivity. Using resting-state functional magnetic resonance imaging (R-fMRI), the alterations of static and dynamic characteristics of intrinsic brain activity have been identified in patients with ADHD. Yet, it remains unclear whether the concordance among indices of dynamic R-fMRI is altered in ADHD. R-fMRI scans obtained from 50 patients with ADHD and 28 healthy controls (HC) were used for the current study. We calculated the regional dynamic changes in brain activity indices using the sliding-window method and compared the differences in variability of these indices between ADHD patients and HCs. Further, the concordance among these dynamic indices was calculated and compared. Finally, the relationship between variability/concordance of these indices and ADHD-relevant clinical test scores was investigated. Patients with ADHD showed decreased variability of dynamic amplitude of low-frequency fluctuation (dALFF) in the left middle frontal gyrus and increased one in right middle occipital gyrus, as compared with the HCs. Besides, ADHD patients showed decreased voxel-wise concordance in the left middle frontal gyrus. Further, lower voxel-wise concordance in ADHD's left middle frontal gyrus was associated with more non-perseverative errors in Wisconsin Card Sorting Test, which reflects worse cognitive control. Our findings suggest that variability and concordance in dynamic brain activity may serve as biomarkers for the diagnosis of ADHD. Further, the decreased voxel-wise concordance is associated with deficit in cognitive control in ADHD patients.
注意缺陷多动障碍(ADHD)是儿童中一种常见的神经精神疾病,其特征为注意力不集中、多动和冲动。使用静息态功能磁共振成像(R-fMRI),已在ADHD患者中识别出大脑内在活动的静态和动态特征的改变。然而,ADHD患者动态R-fMRI指标之间的一致性是否改变仍不清楚。本研究使用了从50例ADHD患者和28名健康对照(HC)获得的R-fMRI扫描数据。我们使用滑动窗口法计算了大脑活动指标的区域动态变化,并比较了ADHD患者和HC之间这些指标变异性的差异。此外,计算并比较了这些动态指标之间的一致性。最后,研究了这些指标的变异性/一致性与ADHD相关临床测试分数之间的关系。与HC相比,ADHD患者左额中回低频波动动态幅度(dALFF)的变异性降低,右枕中回的变异性增加。此外,ADHD患者左额中回的体素一致性降低。此外,ADHD患者左额中回较低的体素一致性与威斯康星卡片分类测试中更多的非持续性错误相关,这反映了较差的认知控制能力。我们的研究结果表明,大脑动态活动的变异性和一致性可能作为ADHD诊断的生物标志物。此外,体素一致性降低与ADHD患者的认知控制缺陷有关。