Department of Psychiatry, and National Clinical Research Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, China.
CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China.
Transl Psychiatry. 2022 Jun 6;12(1):236. doi: 10.1038/s41398-022-01995-x.
The nucleus accumbens (NAc) is considered a hub of reward processing and a growing body of evidence has suggested its crucial role in the pathophysiology of major depressive disorder (MDD). However, inconsistent results have been reported by studies on reward network-focused resting-state functional MRI (rs-fMRI). In this study, we examined functional alterations of the NAc-based reward circuits in patients with MDD via meta- and mega-analysis. First, we performed a coordinated-based meta-analysis with a new SDM-PSI method for all up-to-date rs-fMRI studies that focused on the reward circuits of patients with MDD. Then, we tested the meta-analysis results in the REST-meta-MDD database which provided anonymous rs-fMRI data from 186 recurrent MDDs and 465 healthy controls. Decreased functional connectivity (FC) within the reward system in patients with recurrent MDD was the most robust finding in this study. We also found disrupted NAc FCs in the DMN in patients with recurrent MDD compared with healthy controls. Specifically, the combination of disrupted NAc FCs within the reward network could discriminate patients with recurrent MDD from healthy controls with an optimal accuracy of 74.7%. This study confirmed the critical role of decreased FC in the reward network in the neuropathology of MDD. Disrupted inter-network connectivity between the reward network and DMN may also have contributed to the neural mechanisms of MDD. These abnormalities have potential to serve as brain-based biomarkers for individual diagnosis to differentiate patients with recurrent MDD from healthy controls.
伏隔核(NAc)被认为是奖励处理的枢纽,越来越多的证据表明它在重度抑郁症(MDD)的病理生理学中起着关键作用。然而,针对奖励网络的静息态功能磁共振成像(rs-fMRI)研究报告的结果并不一致。在这项研究中,我们通过元分析和 mega 分析研究了 MDD 患者的 NAc 为基础的奖励回路的功能变化。首先,我们使用新的 SDM-PSI 方法对所有最新的以 MDD 患者奖励回路为重点的 rs-fMRI 研究进行了基于协调的元分析。然后,我们在 REST-meta-MDD 数据库中测试了元分析结果,该数据库提供了来自 186 例复发性 MDD 和 465 例健康对照者的匿名 rs-fMRI 数据。与健康对照组相比,复发性 MDD 患者的奖励系统内的功能连接(FC)减少是本研究中最有力的发现。我们还发现,与健康对照组相比,复发性 MDD 患者的 NAc 与默认模式网络(DMN)之间的 FC 也受到了破坏。具体来说,破坏的 NAc 内奖励网络的 FC 组合可以以 74.7%的最佳准确性区分复发性 MDD 患者和健康对照者。本研究证实了 FC 减少在 MDD 神经病理学中的关键作用。奖励网络与 DMN 之间的网络间连接中断也可能有助于 MDD 的神经机制。这些异常有可能作为基于大脑的生物标志物,用于个体诊断,以区分复发性 MDD 患者和健康对照者。