Simultaneous EEG-fMRI Investigation of Rhythm-Dependent Thalamo-Cortical Circuits Alteration in Schizophrenia

被引:4
作者
Pei, Haonan [1 ]
Jiang, Sisi [1 ]
Liu, Mei [1 ]
Ye, Guofeng [1 ]
Qin, Yun [1 ]
Liu, Yayun [1 ]
Duan, Mingjun [2 ]
Yao, Dezhong [3 ,4 ,5 ]
Luo, Cheng [3 ,4 ,5 ]
机构
[1] Univ Elect Sci & Technol China, Chengdu Brain Sci Inst, Sch Life Sci & Technol, MOE Key Lab Neuroinformat,Clin Hosp, Chengdu, Peoples R China
[2] Univ Elect Sci & Technol China, Clin Hosp, Chengdu Brain Sci Inst, Dept Psychiat, Chengdu, Peoples R China
[3] Univ Elect Sci & Technol China, Clin Hosp, Chengdu Brain Sci Inst, Chengdu 611731, Peoples R China
[4] Univ Elect Sci & Technol China, Ctr Informat Med, High Field Magnet Resonance Brain Imaging Key Lab, Chengdu, Peoples R China
[5] Chinese Acad Med Sci, Res Unit NeuroInformat, 2019RU035, Chengdu, Peoples R China
关键词
Simultaneous EEG-fMRI; adapted directed transfer function; physio-physiological interaction; rhythm dependence; schizophrenia; LARGE-SCALE BRAIN; FUNCTIONAL CONNECTIVITY; HIGH-RISK; NETWORK; DEPRESSION; STATE; PATTERNS; OSCILLATIONS; COMPLEXITY; DIAGNOSIS;
D O I
10.1142/S012906572450031X
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Schizophrenia is accompanied by aberrant interactions of intrinsic brain networks. However, the modulatory effect of electroencephalography (EEG) rhythms on the functional connectivity (FC) in schizophrenia remains unclear. This study aims to provide new insight into network communication in schizophrenia by integrating FC and EEG rhythm information. After collecting simultaneous resting-state EEG-functional magnetic resonance imaging data, the effect of rhythm modulations on FC was explored using what we term "dynamic rhythm information." We also investigated the synergistic relationships among three networks under rhythm modulation conditions, where this relationship presents the coupling between two brain networks with other networks as the center by the rhythm modulation. This study found FC between the thalamus and cortical network regions was rhythm-specific. Further, the effects of the thalamus on the default mode network (DMN) and salience network (SN) were less similar under alpha rhythm modulation in schizophrenia patients than in controls (meanScZ:meanHC=0.715:0.777). However, the similarity between the effects of the central executive network (CEN) on the DMN and SN under gamma modulation was greater (meanScZ:meanHC=0.695:0.629), and the degree of coupling was negatively correlated with the duration of disease (r=-0.373, p=0.003). Moreover, schizophrenia patients exhibited less coupling with the thalamus as the center and greater coupling with the CEN as the center. These results indicate that modulations in dynamic rhythms might contribute to the disordered functional interactions seen in schizophrenia.
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页数:18
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