Department of Psychosomatics and Psychiatry, School of Medicine, Zhongda Hospital, Southeast University, Nanjing, China.
Department of Neurology, School of Medicine, ZhongDa Hospital, Southeast University, Nanjing, China.
J Affect Disord. 2021 Nov 1;294:491-496. doi: 10.1016/j.jad.2021.07.078. Epub 2021 Jul 22.
Previous studies have indicated that the global topology of the brain functional network in patients with major depressive disorder (MDD) differs from that of those with normal controls (NCs). However, the relationship between an altered global topology and the response to antidepressants remains unclear. Here, we investigated whether differences in global topology affect the efficacy of antidepressants in MDD patients.
108 MDD patients and 61 NCs were recruited. A magnetic resonance imaging (MRI) scan was performed at the baseline, and the Hamilton Depression Scale-24 (HAMD-24) was assessed at baseline and after 2 and 8 weeks of antidepressant treatment. Seven global topological parameters of the brain functional network were measured and compared between groups. A correlation analysis was performed to identify the relationships between global topological parameters and antidepressant efficacy.
The brain networks of MDD patients and NCs were both small-world networks. The clustering coefficient (C) and local efficiency (E) were significantly smaller in MDD patients compared with those in NCs. The characteristic path length (L) were negatively correlated with the 8-week reductive rate of HAMD-24 in the MDD group.
The present research found that the brain functional network of MDD patients still had a small-world organization but with a lower C and E than the NCs. In addition, the brain network global topology might have an impact on the antidepressant response and thus had the potential to become a treatment predictor of MDD.
先前的研究表明,与正常对照组(NCs)相比,患有重度抑郁症(MDD)的患者的大脑功能网络的全局拓扑结构存在差异。然而,改变的全局拓扑结构与抗抑郁药反应之间的关系尚不清楚。在这里,我们研究了全局拓扑结构的差异是否会影响 MDD 患者对抗抑郁药的疗效。
招募了 108 名 MDD 患者和 61 名 NCs。在基线时进行磁共振成像(MRI)扫描,并在基线和抗抑郁药治疗 2 周和 8 周后评估汉密尔顿抑郁量表-24(HAMD-24)。测量并比较了脑功能网络的七个全局拓扑参数。进行相关性分析以确定全局拓扑参数与抗抑郁药疗效之间的关系。
MDD 患者和 NCs 的脑网络均为小世界网络。与 NCs 相比,MDD 患者的聚类系数(C)和局部效率(E)明显较小。特征路径长度(L)与 MDD 组的 HAMD-24 8 周降低率呈负相关。
本研究发现,MDD 患者的大脑功能网络仍具有小世界组织,但 C 和 E 比 NCs 低。此外,大脑网络全局拓扑结构可能对抗抑郁药反应产生影响,因此有可能成为 MDD 的治疗预测因子。