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2021, Molecular Psychiatry. DOI: 10.1038/s41380-021-01247-2
Disrupted intrinsic functional brain topology in patients with major depressive disorder
Hong Yang , Xiao Chen , Zuo-Bing Chen , Le Li , Xue-Ying Li , Francisco Xavier Castellanos , Tong-Jian Bai , Qi-Jing Bo , Jun Cao , Zhi-Kai Chang , Guan-Mao Chen , Ning-Xuan Chen , Wei Chen , Chang Cheng , Yu-Qi Cheng , Xi-Long Cui , Jia Duan , Yiru Fang , Qi-Yong Gong , Wen-Bin Guo , Zheng-Hua Hou , Lan Hu , Li Kuang , Feng Li , Hui-Xian Li , Kai-Ming Li , Tao Li , Yan-Song Liu , Zhe-Ning Liu , Yi-Cheng Long , Bin Lu , Qing-Hua Luo , Hua-Qing Meng , Daihui Peng , Hai-Tang Qiu , Jiang Qiu , Yue-Di Shen , Yu-Shu Shi , Tian-Mei Si , Yan-Qing Tang , Chuan-Yue Wang , Fei Wang , Kai Wang , Li Wang , Xiang Wang , Ying Wang , Yu-Wei Wang , Xiao-Ping Wu , Xin-Ran Wu , Chun-Ming Xie , Guang-Rong Xie , Hai-Yan Xie , Peng Xie , Xiu-Feng Xu , Jian Yang , Jia-Shu Yao , Shu-Qiao Yao , Ying-Ying Yin , Yong-Gui Yuan , Yu-Feng Zang , Ai-Xia Zhang , Hong Zhang , Ke-Rang Zhang , Lei Zhang , Zhi-Jun Zhang , Jing-Ping Zhao , Rubai Zhou , Yi-Ting Zhou , Jun-Juan Zhu , Zhi-Chen Zhu , Chao-Jie Zou , Xi-Nian Zuo , Chao-Gan Yan
Abstract:
AbstractAberrant topological organization of whole-brain networks has been inconsistently reported in studies of patients with major depressive disorder (MDD), reflecting limited sample sizes. To address this issue, we utilized a big data sample of MDD patients from the REST-meta-MDD Project, including 821 MDD patients and 765 normal controls (NCs) from 16 sites. Using the Dosenbach 160 node atlas, we examined whole-brain functional networks and extracted topological features (e.g., global and local efficiency, nodal efficiency, and degree) using graph theory-based methods. Linear mixed-effect models were used for group comparisons to control for site variability; robustness of results was confirmed (e.g., multiple topological parameters, different node definitions, and several head motion control strategies were applied). We found decreased global and local efficiency in patients with MDD compared to NCs. At the nodal level, patients with MDD were characterized by decreased nodal degrees in the somatomotor network (SMN), dorsal attention network (DAN) and visual network (VN) and decreased nodal efficiency in the default mode network (DMN), SMN, DAN, and VN. These topological differences were mostly driven by recurrent MDD patients, rather than first-episode drug naive (FEDN) patients with MDD. In this highly powered multisite study, we observed disrupted topological architecture of functional brain networks in MDD, suggesting both locally and globally decreased efficiency in brain networks.
2023-07-31 19:14:00
#paper doi:10.1038/s41380-021-01247-2, Disrupted intrinsic functional brain topology in patients with major depressive disorder 之前人们去比较抑郁症和正常人大脑功能的拓扑差异,结果多有不同。这可能是因为数据量不够的原因。严超赣课题组使用了16个站点的821名MDD患者和765名正常对照,发现与正常人相比,抑郁症患者的全局和局部效率降低。在节点水平上,患者感觉运动网络(SMN)、背侧注意网络(DAN)和视觉网络(VN)的节点度降低,默认模式网络(DMN)、SMN、DAN和VN的节点效率降低。
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