Connectome analysis of functional and structural hemispheric brain networks in major depressive disorder

被引:73
作者
Jiang, Xueyan [1 ]
Shen, Yuedi [2 ]
Yao, Jiashu [3 ]
Zhang, Lei [3 ]
Xu, Luoyi [3 ]
Feng, Rui [3 ]
Cai, Liqiang [3 ]
Liu, Jing [3 ]
Chen, Wei [3 ]
Wang, Jinhui [1 ]
机构
[1] South China Normal Univ, Ctr Studies Psychol Applicat, Guangdong Key Lab Mental Hlth & Cognit Sci, Inst Brain Res & Rehabil, Guangzhou, Guangdong, Peoples R China
[2] Hangzhou Normal Univ, Clin Med Sch, Dept Diagnost, Hangzhou 310036, Zhejiang, Peoples R China
[3] Zhejiang Univ, Sir Run Run Shaw Hosp, Key Lab Med Neurobiol Zhejiang Prov, Dept Psychiat,Sch Med, Hangzhou 310016, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
CONNECTIVITY; ASYMMETRY; MRI; LATERALIZATION; ABNORMALITIES; METAANALYSIS;
D O I
10.1038/s41398-019-0467-9
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Neuroimaging studies have shown topological disruptions of both functional and structural whole-brain networks in major depressive disorder (MDD). This study examined common and specific alterations between these two types of networks and whether the alterations were differentially involved in the two hemispheres. Multimodal MRI data were collected from 35 MDD patients and 35 healthy controls, whose functional and structural hemispheric networks were constructed, characterized, and compared. We found that functional brain networks were profoundly altered at multiple levels, while structural brain networks were largely intact in patients with MDD. Specifically, the functional alterations included decreases in intra-hemispheric (left and right) and inter-hemispheric (heterotopic) functional connectivity; decreases in local, global and normalized global efficiency for both hemispheric networks; increases in normalized local efficiency for the left hemispheric networks; and decreases in intra-hemispheric integration and inter-hemispheric communication in the dorsolateral superior frontal gyrus, anterior cingulate gyrus and hippocampus. Regarding hemispheric asymmetry, largely similar patterns were observed between the functional and structural networks: the right hemisphere was over-connected and more efficient than the left hemisphere globally; the occipital and partial regions exhibited leftward asymmetry, and the frontal and temporal sites showed rightward lateralization with regard to regional connectivity profiles locally. Finally, the functional-structural coupling of intra-hemispheric connections was significantly decreased and correlated with the disease severity in the patients. Overall, this study demonstrates modality- and hemisphere-dependent and invariant network alterations in MDD, which are helpful for understanding elaborate and characteristic patterns of integrative dysfunction in this disease.
引用
收藏
页数:12
相关论文
共 67 条
[1]   Topologically Convergent and Divergent Structural Connectivity Patterns between Patients with Remitted Geriatric Depression and Amnestic Mild Cognitive Impairment [J].
Bai, Feng ;
Shu, Ni ;
Yuan, Yonggui ;
Shi, Yongmei ;
Yu, Hui ;
Wu, Di ;
Wang, Jinhui ;
Xia, Mingrui ;
He, Yong ;
Zhang, Zhijun .
JOURNAL OF NEUROSCIENCE, 2012, 32 (12) :4307-4318
[2]   Human cortical connectome reconstruction from diffusion weighted MRI: The effect of tractography algorithm [J].
Bastiani, Matteo ;
Shah, Nadim Jon ;
Goebel, Rainer ;
Roebroeck, Alard .
NEUROIMAGE, 2012, 62 (03) :1732-1749
[3]   Structural asymmetry of the insula is linked to the lateralization of gesture and language [J].
Bidula, Szymon P. ;
Kroliczak, Gregory .
EUROPEAN JOURNAL OF NEUROSCIENCE, 2015, 41 (11) :1438-1447
[4]   FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI [J].
BISWAL, B ;
YETKIN, FZ ;
HAUGHTON, VM ;
HYDE, JS .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :537-541
[5]   The economy of brain network organization [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2012, 13 (05) :336-349
[6]   Disrupted resting-state functional connectivity of the hippocampus in medication-naive patients with major depressive disorder [J].
Cao, Xiaohua ;
Liu, Zhifen ;
Xu, Cheng ;
Li, Jianying ;
Gao, Qiang ;
Sun, Ning ;
Xu, Yong ;
Ren, Yan ;
Yang, Chunxia ;
Zhang, Kerang .
JOURNAL OF AFFECTIVE DISORDERS, 2012, 141 (2-3) :194-203
[7]   Depression and public health - An overview [J].
Cassano, P ;
Fava, M .
JOURNAL OF PSYCHOSOMATIC RESEARCH, 2002, 53 (04) :849-857
[8]   Effect of childhood maltreatment on brain structure in adult patients with major depressive disorder and healthy participants [J].
Chaney, Aisling ;
Carballedo, Angela ;
Amico, Francesco ;
Fagan, Andrew ;
Skokauskas, Norbert ;
Meaney, James ;
Frodl, Thomas .
JOURNAL OF PSYCHIATRY & NEUROSCIENCE, 2014, 39 (01) :50-59
[9]   Altered Functional and Structural Connectivity Networks in Psychogenic Non-Epileptic Seizures [J].
Ding, Ju-Rong ;
An, Dongmei ;
Liao, Wei ;
Li, Jinmei ;
Wu, Guo-Rong ;
Xu, Qiang ;
Long, Zhiliang ;
Gong, Qiyong ;
Zhou, Dong ;
Sporns, Olaf ;
Chen, Huafu .
PLOS ONE, 2013, 8 (05)
[10]   Lateralization of affective processing in the insula [J].
Duerden, Emma G. ;
Arsalidou, Marie ;
Lee, Minha ;
Taylor, Margot J. .
NEUROIMAGE, 2013, 78 :159-175