MOE-LCSM, School of Mathematics and Statistics, Hunan Normal University, Changsha, People's Republic of China.
Key Laboratory of Applied Statistics and Data Science, Hunan Normal University, Changsha, People's Republic of China.
Brain Imaging Behav. 2022 Feb;16(1):54-68. doi: 10.1007/s11682-021-00476-x. Epub 2021 May 21.
Aberration in the asymmetric nature of the human brain is associated with several mental disorders, including attention deficit/hyperactivity disorder (ADHD). In ADHD, these aberrations are thought to reflect key hemispheric differences in the functioning of attention, although the structural and functional bases of these defects are yet to be fully characterized. In this study, we applied a comprehensive meta-analysis to multimodal imaging datasets from 627 subjects (303 typically developing control [TDCs] and 324 patients with ADHD) with both resting-state functional and structural magnetic resonance imaging (MRI), from seven independent publicly available datasets of the ADHD-200 sample. We performed lateralization analysis and calculated the combined effects of ADHD on each of three cortical regional measures (grey matter volume - GMV, fractional amplitude of low frequency fluctuations at rest -fALFF, and regional homogeneity -ReHo). We found that compared with TDC, 68%,73% and 66% of regions showed statistically significant ADHD disorder effects on the asymmetry of GMV, fALFF, and ReHo, respectively, (false discovery rate corrected, q = 0.05). Forty-one percent (41%) of regions had both structural and functional abnormalities in asymmetry, located in the prefrontal, frontal, and subcortical cortices, and the cerebellum. Furthermore, brain asymmetry indices in these regions were higher in children with more severe ADHD symptoms, indicating a crucial pathoplastic role for asymmetry. Our findings highlight the functional asymmetry in ADHD which has (1) a strong structural basis, and thus is likely to be developmental in nature; and (2) is strongly linked to symptom burden and IQ and may carry a possible prognostic value for grading the severity of ADHD.
人类大脑不对称性的异常与多种精神障碍有关,包括注意力缺陷/多动障碍(ADHD)。在 ADHD 中,这些异常被认为反映了注意力半球功能的关键差异,尽管这些缺陷的结构和功能基础尚未得到充分描述。在这项研究中,我们应用了一项综合的元分析,对来自七个独立的 ADHD-200 样本公开数据集的 627 名受试者(303 名正常发育对照 [TDC] 和 324 名 ADHD 患者)的静息状态功能和结构磁共振成像(MRI)进行了分析。我们进行了侧化分析,并计算了 ADHD 对三种皮质区域测量值(灰质体积 - GMV、静息状态下低频波动的分数幅度 - fALFF 和区域同质性 - ReHo)中每一个的综合影响。我们发现,与 TDC 相比,GMV、fALFF 和 ReHo 的不对称性分别有 68%、73%和 66%的区域表现出统计学上显著的 ADHD 障碍效应(假发现率校正,q=0.05)。41%(41%)的区域在不对称性方面同时存在结构和功能异常,位于前额叶、额叶和皮质下皮质以及小脑。此外,这些区域的大脑不对称指数在 ADHD 症状更严重的儿童中更高,表明不对称性具有关键的病理形成作用。我们的研究结果强调了 ADHD 中的功能不对称性,其具有(1)强烈的结构基础,因此可能具有发育性质;(2)与症状负担和智商强烈相关,可能对 ADHD 严重程度的分级具有预后价值。