Rhythmic Network Modulation to Thalamocortical Couplings in Epilepsy

被引:8
作者
Qin, Yun [1 ]
Zhang, Nan [1 ]
Chen, Yan [1 ]
Zuo, Xiaojun [1 ]
Jiang, Sisi [1 ]
Zhao, Xiaole [1 ]
Dong, Li [1 ]
Li, Jianfu [1 ]
Zhang, Tao [1 ]
Yao, Dezhong [1 ,2 ]
Luo, Cheng [1 ,2 ]
机构
[1] Univ Elect Sci & Technol China, Clin Hosp, Chengdu Brain Sci Inst, MOE Key Lab Neuroinformat,High Field Magnet Reson, Chengdu 610054, Peoples R China
[2] Chinese Acad Med Sci, Res Unit NeuroInformat, 2019RU035, Chengdu, Peoples R China
基金
国家重点研发计划;
关键词
Thalamocortical coupling; corticocortical connectivity; rhythmic scalp network; modulation; epilepsy; JUVENILE MYOCLONIC EPILEPSY; FUNCTIONAL CONNECTIVITY; EXECUTIVE FUNCTIONS; ALZHEIMERS-DISEASE; ILAE COMMISSION; POSITION PAPER; ALPHA-RHYTHM; EEG; BRAIN; CLASSIFICATION;
D O I
10.1142/S0129065720500148
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Thalamus interacts with cortical areas, generating oscillations characterized by their rhythm and levels of synchrony. However, little is known of what function the rhythmic dynamic may serve in thalamocortical couplings. This work introduced a general approach to investigate the modulatory contribution of rhythmic scalp network to the thalamo-frontal couplings in juvenile myoclonic epilepsy (JME) and frontal lobe epilepsy (FLE). Here, time-varying rhythmic network was constructed using the adapted directed transfer function between EEG electrodes, and then was applied as a modulator in fMRI-based thalamocortical functional couplings. Furthermore, the relationship between corticocortical connectivity and rhythm-dependent thalamocortical coupling was examined. The results revealed thalamocortical couplings modulated by EEG scalp network have frequency-dependent characteristics. Increased thalamus sensorimotor network (SMN) and thalamus-default mode network (DMN) couplings in JME were strongly modulated by alpha band. These thalamus-SMN couplings demonstrated enhanced association with SMN-related corticocortical connectivity. In addition, altered theta-dependent and beta-dependent thalamus-frontoparietal network (FPN) couplings were found in FLE. The reduced theta-dependent thalamus-FPN couplings were associated with the decreased FPN-related corticocortical connectivity. This study proposed interactive links between the rhythmic modulation and thalamocortical coupling. The crucial role of SMN and FPN in subcortical-cortical circuit may have implications for intervention in generalized and focal epilepsy.
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页数:17
相关论文
共 93 条
[1]  
Adeli H, 2005, J ALZHEIMERS DIS, V7, P187
[2]   Alzheimer's disease: Models of computation and analysis of EEGs [J].
Adeli, H ;
Ghosh-Dastidar, S ;
Dadmehr, N .
CLINICAL EEG AND NEUROSCIENCE, 2005, 36 (03) :131-140
[3]  
Adeli H, 2010, AUTOMATED EEG-BASED DIAGNOSIS OF NEUROLOGICAL DISORDERS: INVENTING THE FUTURE OF NEUROLOGY, P1
[4]   Complexity of weighted graph: A new technique to investigate structural complexity of brain activities with applications to aging and autism [J].
Ahmadlou, Mehran ;
Adeli, Hojjat .
NEUROSCIENCE LETTERS, 2017, 650 :103-108
[5]   Complexity of functional connectivity networks in mild cognitive impairment subjects during a working memory task [J].
Ahmadlou, Mehran ;
Adeli, Anahita ;
Bajo, Ricardo ;
Adeli, Hojjat .
CLINICAL NEUROPHYSIOLOGY, 2014, 125 (04) :694-702
[6]   Spatiotemporal Analysis of Relative Convergence of EEGs Reveals Differences Between Brain Dynamics of Depressive Women and Men [J].
Ahmadlou, Mehran ;
Adeli, Hojjat ;
Adeli, Amir .
CLINICAL EEG AND NEUROSCIENCE, 2013, 44 (03) :175-181
[7]   Fuzzy Synchronization Likelihood-wavelet methodology for diagnosis of autism spectrum disorder [J].
Ahmadlou, Mehran ;
Adeli, Hojjat ;
Adeli, Amir .
JOURNAL OF NEUROSCIENCE METHODS, 2012, 211 (02) :203-209
[8]   Graph Theoretical Analysis of Organization of Functional Brain Networks in ADHD [J].
Ahmadlou, Mehran ;
Adeli, Hojjat ;
Adeli, Amir .
CLINICAL EEG AND NEUROSCIENCE, 2012, 43 (01) :5-13
[9]   Functional community analysis of brain: A new approach for EEG-based investigation of the brain pathology [J].
Ahmadlou, Mehran ;
Adeli, Hojjat .
NEUROIMAGE, 2011, 58 (02) :401-408
[10]   A method for removing imaging artifact from continuous EEG recorded during functional MRI [J].
Allen, PJ ;
Josephs, O ;
Turner, R .
NEUROIMAGE, 2000, 12 (02) :230-239