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采用图论分析评估未经药物治疗的注意缺陷多动障碍儿童的大脑功能网络紊乱。

Disrupted brain functional networks in drug-naïve children with attention deficit hyperactivity disorder assessed using graph theory analysis.

机构信息

Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.

Department of Psychiatry, West China Hospital of Sichuan University, Chengdu, China.

出版信息

Hum Brain Mapp. 2019 Dec 1;40(17):4877-4887. doi: 10.1002/hbm.24743. Epub 2019 Jul 30.

Abstract

Neuroimaging studies have revealed functional brain network abnormalities in attention deficit hyperactivity disorder (ADHD), but the results have been inconsistent, potentially related to confounding medication effects. Furthermore, specific topological alterations in functional networks and their role in behavioral inhibition dysfunction remain to be established. Resting-state functional magnetic resonance imaging was performed on 51 drug-naïve children with ADHD and 55 age-matched healthy controls. Brain functional networks were constructed by thresholding the partial correlation matrices of 90 brain regions, and graph theory was used to analyze network topological properties. The Stroop test was used to assess cognitive inhibitory abilities. Nonparametric permutation tests were used to compare the topological architectures in the two groups. Compared with healthy subjects, brain networks in ADHD patients demonstrated altered topological characteristics, including lower global (FDR q = 0.01) and local efficiency (p = 0.032, uncorrected) and a longer path length (FDR q = 0.01). Lower nodal efficiencies were found in the left inferior frontal gyrus and anterior cingulate cortex in the ADHD group (FDR both q < 0.05). Altered global and nodal topological efficiencies were associated with the severity of inhibitory cognitive control deficits and hyperactivity symptoms in ADHD (p <0 .05). Alterations in network topologies in drug-naïve ADHD patients indicate weaker small-worldization with decreased segregation and integration of functional brain networks. Deficits in the cingulo-fronto-parietal attention network were associated with inhibitory control deficits.

摘要

神经影像学研究揭示了注意缺陷多动障碍(ADHD)患者大脑功能网络的异常,但研究结果并不一致,这可能与混杂的药物效应有关。此外,功能网络的特定拓扑改变及其在行为抑制功能障碍中的作用仍有待确定。对 51 名未经药物治疗的 ADHD 儿童和 55 名年龄匹配的健康对照者进行了静息态功能磁共振成像。通过对 90 个脑区的部分相关矩阵进行阈值处理构建脑功能网络,并采用图论分析网络拓扑特性。采用 Stroop 测试评估认知抑制能力。采用非参数置换检验比较两组的拓扑结构。与健康受试者相比,ADHD 患者的脑网络表现出改变的拓扑特征,包括全局(FDR q = 0.01)和局部效率(p = 0.032,未校正)降低,以及路径长度增加(FDR q = 0.01)。ADHD 组的左侧额下回和前扣带回皮质的节点效率较低(FDR 均 q<0.05)。全局和节点拓扑效率的改变与 ADHD 患者抑制性认知控制缺陷和多动症状的严重程度相关(p<0.05)。未用药 ADHD 患者网络拓扑的改变表明,功能脑网络的隔离和整合减少,小世界化程度降低。扣带回-额顶-顶叶注意网络的缺陷与抑制控制缺陷有关。

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