Altered functional-structural coupling of large-scale brain networks in idiopathic generalized epilepsy

被引:438
|
作者
Zhang, Zhiqiang [1 ]
Liao, Wei [2 ]
Chen, Huafu [2 ]
Mantini, Dante [3 ]
Ding, Ju-Rong [2 ]
Xu, Qiang [2 ]
Wang, Zhengge [1 ]
Yuan, Cuiping [1 ]
Chen, Guanghui [4 ]
Jiao, Qing [1 ]
Lu, Guangming [1 ]
机构
[1] Nanjing Univ, Sch Med, Jinling Hosp, Dept Med Imaging, Nanjing 210002, Peoples R China
[2] Univ Elect Sci & Technol China, Key Lab NeuroInformat, Minist Educ, Sch Life Sci & Technol, Chengdu 610054, Peoples R China
[3] KU Leuven Med Sch, Lab Neuropsychophysiol, B-3000 Louvain, Belgium
[4] Nanjing Univ, Sch Med, Jinling Hosp, Dept Neurol, Nanjing 210002, Peoples R China
关键词
idiopathic generalized epilepsy; generalized tonic-clonic seizures; structural connectivity network; functional connectivity network; coupling; GRAPH-THEORETICAL ANALYSIS; GENDER-RELATED DIFFERENCES; RESTING-STATE NETWORKS; DEFAULT-MODE NETWORK; SMALL-WORLD NETWORKS; CORTICAL NETWORKS; ANATOMICAL NETWORKS; LOW-FREQUENCY; CONNECTIVITY; ORGANIZATION;
D O I
10.1093/brain/awr223
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The human brain is a large-scale integrated network in the functional and structural domain. Graph theoretical analysis provides a novel framework for analysing such complex networks. While previous neuroimaging studies have uncovered abnormalities in several specific brain networks in patients with idiopathic generalized epilepsy characterized by tonic-clonic seizures, little is known about changes in whole-brain functional and structural connectivity networks. Regarding functional and structural connectivity, networks are intimately related and share common small-world topological features. We predict that patients with idiopathic generalized epilepsy would exhibit a decoupling between functional and structural networks. In this study, 26 patients with idiopathic generalized epilepsy characterized by tonic-clonic seizures and 26 age- and sex-matched healthy controls were recruited. Resting-state functional magnetic resonance imaging signal correlations and diffusion tensor image tractography were used to generate functional and structural connectivity networks. Graph theoretical analysis revealed that the patients lost optimal topological organization in both functional and structural connectivity networks. Moreover, the patients showed significant increases in nodal topological characteristics in several cortical and subcortical regions, including mesial frontal cortex, putamen, thalamus and amygdala relative to controls, supporting the hypothesis that regions playing important roles in the pathogenesis of epilepsy may display abnormal hub properties in network analysis. Relative to controls, patients showed further decreases in nodal topological characteristics in areas of the default mode network, such as the posterior cingulate gyrus and inferior temporal gyrus. Most importantly, the degree of coupling between functional and structural connectivity networks was decreased, and exhibited a negative correlation with epilepsy duration in patients. Our findings suggest that the decoupling of functional and structural connectivity may reflect the progress of long-term impairment in idiopathic generalized epilepsy, and may be used as a potential biomarker to detect subtle brain abnormalities in epilepsy. Overall, our results demonstrate for the first time that idiopathic generalized epilepsy is reflected in a disrupted topological organization in large-scale brain functional and structural networks, thus providing valuable information for better understanding the pathophysiological mechanisms of generalized tonic-clonic seizures.
引用
收藏
页码:2912 / 2928
页数:17
相关论文
共 50 条
  • [1] Relationship Between Large-Scale Functional and Structural Covariance Networks in Idiopathic Generalized Epilepsy
    Liao, Wei
    Zhang, Zhiqiang
    Mantini, Dante
    Xu, Qiang
    Wang, Zhengge
    Chen, Guanghui
    Jiao, Qing
    Zang, Yu-Feng
    Lu, Guangming
    [J]. BRAIN CONNECTIVITY, 2013, 3 (03) : 240 - 254
  • [2] Aberrant dynamic Functional-Structural connectivity coupling of Large-scale brain networks in poststroke motor dysfunction
    Liu, Xiaoying
    Qiu, Shuting
    Wang, Xiaoyang
    Chen, Hui
    Tang, Yuting
    Qin, Yin
    [J]. NEUROIMAGE-CLINICAL, 2023, 37
  • [3] 'Idiopathic' no more! Abnormal interaction of large-scale brain networks in generalized epilepsy
    Berkovic, Samuel F.
    Jackson, Graeme D.
    [J]. BRAIN, 2014, 137 : 2400 - 2402
  • [4] Altered Large-Scale Resting-State Functional Networks in Idiopathic Generalised Epilepsy
    Chen, Y. -C.
    Denby, C.
    Kreilkamp, B. A.
    Bracewell, M.
    Das, K.
    Marson, A. G.
    Keller, S. S.
    [J]. EPILEPSIA, 2018, 59 : S130 - S130
  • [5] Altered Structural-functional Coupling of Large-scale Brain Networks in Early Tourette Syndrome Children
    Wen, Hongwei
    Liu, Yue
    Zhang, Jishui
    Peng, Yun
    He, Huiguang
    [J]. MEDICAL IMAGING 2018: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING, 2018, 10578
  • [6] Altered Structural Brain Networks in Refractory and Nonrefractory Idiopathic Generalized Epilepsy
    McKavanagh, Andrea
    Kreilkamp, Barbara A. K.
    Chen, Yachin
    Denby, Christine
    Bracewell, Martyn
    Das, Kumar
    De Bezenac, Christophe
    Marson, Anthony G.
    Taylor, Peter N.
    Keller, Simon S.
    [J]. BRAIN CONNECTIVITY, 2022, 12 (06) : 549 - 560
  • [7] Functional-structural large-scale brain networks are correlated with neurocognitive impairment in acute mild traumatic brain injury
    Liu, Yin
    Li, Fengfang
    Shang, Song'an
    Wang, Peng
    Yin, Xindao
    Muthaiah, Vijaya Prakash Krishnan
    Lu, Liyan
    Chen, Yu-Chen
    [J]. QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2023, 13 (02) : 631 - +
  • [8] Altered topology of large-scale structural brain networks in chronic stroke
    Cheng, Bastian
    Schlemm, Eckhard
    Schulz, Robert
    Boenstrup, Marlene
    Messe, Arnaud
    Hilgetag, Claus
    Gerloff, Christian
    Thomalla, Goetz
    [J]. BRAIN COMMUNICATIONS, 2019, 1 (01)
  • [9] ALTERED STRUCTURAL AND FUNCTIONAL CONNECTIVITY OF THALAMOCORTICAL NETWORK IN IDIOPATHIC GENERALIZED EPILEPSY
    Kim, J. H.
    Kim, J. B.
    [J]. EPILEPSIA, 2013, 54 : 210 - 210
  • [10] Altered large-scale functional brain networks in neurological Wilson's disease
    Jing, Rixing
    Han, Yongsheng
    Cheng, Hewei
    Han, Yongzhu
    Wang, Kai
    Weintraub, Daniel
    Fan, Yong
    [J]. BRAIN IMAGING AND BEHAVIOR, 2020, 14 (05) : 1445 - 1455