1Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, P. R. China.
2University of Chinese Academy of Sciences, Beijing 100049, P. R. China.
Int J Neural Syst. 2019 Sep;29(7):1950005. doi: 10.1142/S0129065719500059. Epub 2019 Feb 8.
Although electroconvulsive therapy (ECT) is one of the most effective treatments for major depressive disorder (MDD), the mechanism underlying the therapeutic efficacy and side effects of ECT remains poorly understood. Here, we investigated alterations in the cortical morphological measurements including cortical thickness (CT), surface area (SA), and local gyrification index (LGI) in 23 MDD patients before and after ECT. Furthermore, multivariate pattern analysis using linear support vector machine (SVM) was applied to investigate whether the changed morphological measurements can be effective indicators for therapeutic efficacy of ECT. Surface-based morphometry (SBM) analysis found significantly increased vertex-wise and regional cortical thickness (CT) and surface area (SA) in widespread regions, mainly located in the left insula (INS) and left fusiform gyrus, as well as hypergyrification in the left middle temporal gyrus (MTG) in MDD patients after ECT. Partial correlational analyses identified associations between the morphological properties and depressive symptom scores and impaired memory scores. Moreover, SVM result showed that the changed morphological measurements were effective to classify the MDD patients before and after ECT. Our findings suggested that ECT may enhance cortical neuroplasticity to facilitate neurogenesis to remit depressive symptoms and to impair delayed memory. These findings indicated that the cortical morphometry is a good index for therapeutic efficacy of ECT.
尽管电休克疗法 (ECT) 是治疗重度抑郁症 (MDD) 最有效的方法之一,但 ECT 的治疗效果和副作用的机制仍知之甚少。在这里,我们研究了 23 名 MDD 患者在 ECT 前后皮质形态测量的变化,包括皮质厚度 (CT)、表面积 (SA) 和局部回波率指数 (LGI)。此外,我们还应用线性支持向量机 (SVM) 的多元模式分析来研究形态测量的变化是否可以作为 ECT 治疗效果的有效指标。基于表面的形态测量 (SBM) 分析发现,ECT 后 MDD 患者广泛区域的顶点和区域皮质厚度 (CT) 和表面积 (SA) 显著增加,主要位于左侧岛叶 (INS) 和左侧梭状回,以及左侧颞中回 (MTG) 的过度回波。部分相关分析确定了形态特征与抑郁症状评分和记忆障碍评分之间的相关性。此外,SVM 结果表明,形态测量的变化可有效区分 ECT 前后的 MDD 患者。我们的研究结果表明,ECT 可能增强皮质神经可塑性,促进神经发生,从而缓解抑郁症状和损害延迟记忆。这些发现表明皮质形态测量是 ECT 治疗效果的一个很好的指标。