Disruption of human brain connectivity networks in patients with cervical spondylotic myelopathy

被引:13
作者
Cao, Yuan [1 ,2 ,3 ]
Zhan, Yaru [1 ,4 ]
Du, Miao [5 ]
Zhao, Guoshu [1 ,4 ]
Liu, Zhili [6 ]
Zhou, Fuqing [1 ,4 ]
He, Laichang [1 ,4 ]
机构
[1] Nanchang Univ, Dept Radiol, Affiliated Hosp 1, Nanchang, Peoples R China
[2] Sichuan Univ, Dept Nucl Med, West China Hosp, Chengdu, Peoples R China
[3] Sichuan Univ, Huaxi MR Res Ctr, Dept Radiol, West China Hosp, Chengdu, Peoples R China
[4] Jiangxi Prov Med Imaging Res Inst, Neuroimaging Lab, Nanchang, Peoples R China
[5] Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
[6] Nanchang Univ, Dept Orthoped Surg, Affiliated Hosp 1, Nanchang, Peoples R China
基金
中国国家自然科学基金;
关键词
Cervical spondylotic myelopathy; graph theory analysis; functional reorganization; small-world network; brain functional network; SPINAL-CORD-INJURY; GRAPH-THEORETICAL ANALYSIS; FUNCTIONAL CONNECTIVITY; SMALL-WORLD; PLASTICITY; INSIGHTS; MRI;
D O I
10.21037/qims-20-874
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Brain functional plasticity and reorganization in patients with cervical spondylotic myelopathy (CSM) is increasingly being explored and validated. However, specific topological alterations in functional networks and their role in CSM brain functional reorganization remain unclear. This study investigates the topological architecture of intrinsic brain functional networks in CSM patients using graph theory. Methods: Functional MRI was conducted on 67 CSM patients and 60 healthy controls (HCs). The topological organization of the whole-brain functional network was then calculated using theoretical graph analysis. The difference in categorical variables between groups was compared using a chi-squared test, while that between continuous variables was evaluated using a two-sample t-test. Nonparametric permutation tests were used to compare network measures between the two groups. Results: Small-world architecture in functional brain networks were identified in both CSM patients and HCs. Compared with HCs, CSM patients showed a decreased area under the curve (AUC) of the characteristic path length (FDR q=0.040), clustering coefficient (FDR q=0.037), and normalized characteristic path length (FDR q=0.038) of the network. In contrast, there was an increased AUC of normalized clustering coefficient (FDR q=0.014), small-worldness (FDR q=0.009), and global network efficiency (FDR q=0.027) of the network. In local brain regions, nodal topological properties revealed group differences which were predominantly in the default-mode network (DMN), left postcentral gyrus, bilateral putamen, lingual gyrus, and posterior cingulate gyrus. Conclusions: This study reported altered functional topological organization in CSM patients. Decreased nodal centralities in the visual cortex and sensory-motor regions may indicate sensory-motor dysfunction and blurred vision. Furthermore, increased nodal centralities in the cerebellum may be compensatory for sensory-motor dysfunction in CSM, while the increased DMN may indicate increased psychological processing in CSM patients.
引用
收藏
页码:3418 / +
页数:15
相关论文
共 44 条
[1]   An outcome measure of functionality and pain in patients with lumbar disc herniation: a validation study of the Japanese Orthopedic Association (JOA) score [J].
Azimi, Parisa ;
Mohammadi, Hasan Reza ;
Montazeri, Ali .
JOURNAL OF ORTHOPAEDIC SCIENCE, 2012, 17 (04) :341-345
[2]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[3]   Altered functional connectivity density in primary angle-closure glaucoma patients at resting-state [J].
Chen, Linglong ;
Li, Shenghong ;
Cai, Fengqin ;
Wu, Lin ;
Gong, Honghan ;
Pei, Chonggang ;
Zhou, Fuqing ;
Zeng, Xianjun .
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2019, 9 (04) :603-614
[4]   Disrupted brain functional networks in drug-naive children with attention deficit hyperactivity disorder assessed using graph theory analysis [J].
Chen, Ying ;
Huang, Xiaoqi ;
Wu, Min ;
Li, Kaiming ;
Hu, Xinyu ;
Jiang, Ping ;
Chen, Lizhou ;
He, Ning ;
Dai, Jing ;
Wang, Song ;
He, Manxi ;
Guo, Lanting ;
Sweeney, John A. ;
Gong, Qiyong .
HUMAN BRAIN MAPPING, 2019, 40 (17) :4877-4887
[5]   Visual cortex neural activity alteration in cervical spondylotic myelopathy patients: a resting-state fMRI study [J].
Chen, Zhao ;
Wang, Qiu ;
Liang, Meng ;
Zhao, Rui ;
Zhu, Jiajia ;
Xiong, Wuyi ;
Su, Zhe ;
Yu, Chunshui ;
Xue, Yuan .
NEURORADIOLOGY, 2018, 60 (09) :921-932
[6]   Brain reorganization in patients with spinal cord compression evaluated using fMRI [J].
Duggal, N. ;
Rabin, D. ;
Bartha, R. ;
Barry, R. L. ;
Gati, J. S. ;
Kowalczyk, I. ;
Fink, M. .
NEUROLOGY, 2010, 74 (13) :1048-1054
[7]  
Engstrom J., 2017, CERVICAL SPONDYLOTIC
[8]  
Fornito A., 2016, Fundamentals of brain network analysis
[9]   Thresholding of statistical maps in functional neuroimaging using the false discovery rate [J].
Genovese, CR ;
Lazar, NA ;
Nichols, T .
NEUROIMAGE, 2002, 15 (04) :870-878
[10]   Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's Disease [J].
He, Yong ;
Chen, Zhang ;
Evans, Alan .
JOURNAL OF NEUROSCIENCE, 2008, 28 (18) :4756-4766