From Huaxi MR Research Center, the Department of Radiology, West China Hospital of Sichuan University, No. 37 Guo Xue Xiang, Chengdu, Sichuan 610041, China (D.L., K.L., X.H., S.L., Q.G.); Mental Health Institute, the Second Xiangya Hospital of Central South University, Changsha, China (L.L.); Department of Medical Information Engineering, School of Electrical Engineering and Information, Sichuan University, Chengdu, P.R. China (F.C); and Departments of Psychiatry and Oncology, State Key Laboratory of Biotherapy, West China Hospital of Sichuan University, Chengdu, China (J.L., F.B.). Supported by the National Natural Science Foundation (grants 81030027, 81227002, 81220108013, 30830046, and 81171286), National Key Technologies Research and Development Program of China (Program No. 2012BAI01B03), Program for Changjiang Scholars and Innovative Research Team in University of China (grant IRT1272), and China Postdoctoral Science Foundation (grants 2012M521696 and 2013T60856).
Radiology. 2015 Sep;276(3):818-27. doi: 10.1148/radiol.15141700. Epub 2015 Apr 6.
To use resting-state functional magnetic resonance (MR) imaging and graph theory approaches to systematically investigate the topological organization of the functional connectome of patients with posttraumatic stress disorder (PTSD).
This study was approved by the research ethics committee, and all subjects provided informed consent for participation. Seventy-six patients with PTSD caused by an earthquake and 76 control subjects who experienced the same disaster were matched for age, sex, and years of education. The study subjects underwent resting-state functional MR imaging. The whole-brain functional network was then constructed by thresholding partial correlation matrices of 90 brain regions. The topological organization of the constructed network was analyzed by using graph theory approaches. Nonparametric permutation tests were also used for group comparisons of topological metrics.
Compared with the control subjects, patients with PTSD exhibited abnormalities in global properties, including a significant decrease in path length (P = .0002) and increases in the clustering coefficient (P = .0014), global efficiency (P = .0002), and local efficiency (P = .0004). Locally, the patients with PTSD exhibited increased centrality in nodes that are predominately involved in the default-mode network (DMN) and the salience network (SN), including the posterior cingulate gyrus, the precuneus, the insula, the putamen, the pallidum, and the temporal regions.
These results suggest that individuals with PTSD exhibit a shift toward "small-worldization" (in which the network transforms from a random or regular network to a small-world network) rather than toward randomization; furthermore, the disequilibrium between the DMN and the SN might be associated with the pathophysiology of PTSD.
利用静息态功能磁共振成像(MR)和图论方法系统研究创伤后应激障碍(PTSD)患者的功能连接组的拓扑组织。
本研究经研究伦理委员会批准,所有受试者均对参与研究表示知情同意。共纳入 76 例因地震所致 PTSD 患者和 76 例经历过相同灾害的对照受试者,两组受试者在年龄、性别和受教育年限上相匹配。所有受试者均接受静息态功能 MR 成像检查。通过对 90 个脑区的部分相关矩阵进行阈值处理,构建全脑功能网络。采用图论方法分析所构建网络的拓扑组织。采用非参数置换检验对拓扑测度进行组间比较。
与对照组相比,PTSD 患者的全局属性存在异常,包括路径长度明显缩短(P =.0002)、聚类系数增加(P =.0014)、全局效率升高(P =.0002)和局部效率升高(P =.0004)。局部上,PTSD 患者的默认模式网络(DMN)和突显网络(SN)中的节点的中心性增加,包括后扣带回、楔前叶、岛叶、壳核、苍白球和颞叶。
这些结果表明,PTSD 患者的网络表现出向“小世界化”(即网络从随机或规则网络转变为小世界网络)转变,而不是向随机化转变;此外,DMN 和 SN 之间的失衡可能与 PTSD 的病理生理学有关。