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

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作者
Xueyan Jiang
Yuedi Shen
Jiashu Yao
Lei Zhang
Luoyi Xu
Rui Feng
Liqiang Cai
Jing Liu
Wei Chen
Jinhui Wang
机构
[1] South China Normal University,Institute for Brain Research and Rehabilitation, Guangdong Key Laboratory of Mental Health and Cognitive Science, Center for Studies of Psychological Application
[2] Hangzhou Normal University,Department of Diagnostics, Clinical Medical School
[3] Key Laboratory of Medical Neurobiology of Zhejiang Province,Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine
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Translational Psychiatry | / 9卷
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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.
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[1]  
Cassano P(2002)Depression and public health: an overview J. Psychosom. Res. 53 849-857
[2]  
Fava M(2012)Topologically convergent and divergent structural connectivity patterns between patients with remitted geriatric depression and amnestic mild cognitive impairment J. Neurosci. 32 4307-4318
[3]  
Bai F(2011)Altered functional-structural coupling of large-scale brain networks in idiopathic generalized epilepsy Brain 134 2912-2928
[4]  
Zhang Z(2015)Frequency dependant topological alterations of intrinsic functional connectome in major depressive disorder Sci. Rep. 5 777-785
[5]  
Luo Q(2013)Anomalous gray matter structural networks in major depressive disorder Biol. Psych. 74 223-235
[6]  
Singh MK(2015)Depression, neuroimaging and connectomics: a selective overview Biol. Psych. 77 537-541
[7]  
Gong Q(1995)Functional connectivity in the motor cortex of resting human brain using echo-planar MRI Magn. Reson. Med. 34 336-349
[8]  
He Y(2008)Mapping the structural core of human cerebral cortex PLoS Biol. 6 341-350
[9]  
Biswal B(2012)The economy of brain network organization Nat. Rev. Neurosci. 13 613-640
[10]  
Yetkin FZ(2010)Graph theoretical modeling of brain connectivity Curr. Opin. Neurol. 23 683-696