Brain instability in dynamic functional connectivity in schizophrenia

被引:2
作者
de O Toutain, Thaise Graziele L. [1 ,2 ]
Miranda, Jose Garcia Vivas [2 ]
do Rosario, Raphael Silva [2 ]
de Sena, Eduardo Ponde [1 ,3 ]
机构
[1] Univ Fed Bahia, Inst Hlth Sci, Postgrad Program Interact Proc Organs & Syst, Salvador, Ba, Brazil
[2] Univ Fed Bahia, Lab Biosyst, Salvador, Ba, Brazil
[3] Univ Fed Bahia, Inst Hlth Sci, Dept Bioregulat, Ave Reitor Miguel Calmon,S-N,Vale Canela, BR-40110100 Salvador, Ba, Brazil
关键词
Schizophrenia; Brain functional networks; Dynamic connectivity; Psychosis; Brain stability; Time-varying graphs; TEMPORAL-LOBE; NETWORKS; DYSFUNCTION; EFFICIENCY; STIMULUS; EEG;
D O I
10.1007/s00702-022-02579-1
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Schizophrenia is a severe psychiatric disorder associated with altered connectivity of brain functional networks (BFNs). Researchers have observed a profound disruption in prefrontal-temporal interactions, damage to hub regions in brain networks and modified topological organization of BFNs in schizophrenia (SCZ) individuals. Assessment of BFNs with dynamic approaches allow the characterization of new functional structures, such as topological stability patterns and temporal connectivity, which are not accessible through static methods. In this perspective, the present study investigated the physiological processes of brain connectivity in SCZ. A resting-state EEG dataset of 14 SCZ individuals and 14 healthy controls (HC) was obtained at a sampling rate of 250 Hz. Dynamic BFNs were constructed using time-varying graphs combined with the motifs' synchronization method and the indexes were evaluated in different scales: global averages, by hemispheres, by regions, and by electrodes for both groups. The SCZ group exhibited lower temporal connectivity, lesser hub probability, and fewer number of edges in right and left temporal lobes over time, besides increased temporal connectivity in the central-parietal region. Neither differences for the full synchronization time of BFNs were observed, nor for intra- and inter-hemispheric connections between groups. These results indicate that SCZ BFNs exhibit a dynamic fluctuation pattern with abrupt increases in connectivity over time for the regions studied. This elucidates an attempted interaction of the temporal area with other regions (frontal, central-parietal, and occipital) that is not sufficient to maintain a connectivity pattern in schizophrenia individuals similar to that of healthy subjects. Our results suggest that changes in interaction of dynamic BFNs connections in SCZ can be better approached by dynamic analyses that enable a thorough glance at brain changes over time.
引用
收藏
页码:171 / 180
页数:10
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