功能磁共振成像
静息状态功能磁共振成像
听力学
颞叶
精神分裂症(面向对象编程)
心理学
医学
大脑活动与冥想
精神病
功能连接
神经科学
精神科
脑电图
癫痫
作者
Xiaoqian Ma,Winson Fu Zun Yang,Wenxiao Zheng,Zongchang Li,Jinsong Tang,Yuan Liu,Lijun Ouyang,Sheng Wang,Chunwang Li,Ke Jin,Lingyan Wang,Carrie E. Bearden,Ying Hé,Xiaogang Chen
标识
DOI:10.1016/j.psychres.2023.115123
摘要
Schizophrenia has been associated with abnormal intrinsic brain activity, involving various cognitive impairments. Qualitatively similar abnormalities are seen in individuals at ultra-high risk (UHR) for psychosis. In this study, resting-state fMRI (rs-fMRI) data were collected from 44 drug-naïve first-episode schizophrenia (Dn-FES) patients, 48 UHR individuals, and 40 healthy controls (HCs). The fractional amplitude of low-frequency fluctuations (fALFF), regional homogeneity (ReHo), and functional connectivity (FC), were performed to evaluate resting brain function. A support vector machine (SVM) was applied for classification analysis. Compared to HCs, both clinical groups showed increased fALFF in the central executive network (CEN), decreased ReHo in the ventral visual pathway (VVP) and decreased FC in temporal-sensorimotor regions. Excellent performance was achieved by using fALFF value in distinguishing both FES (sensitivity=83.21%, specificity=80.58%, accuracy=81.37%, p=0.009) and UHR (sensitivity=75.88%, specificity=85.72%, accuracy=80.72%, p<0.001) from HC group. Moreover, the study highlighted the importance of frontal and temporal alteration in the pathogenesis of schizophrenia. However, no fMRI features were observed that could well distinguish Dn-FES from UHR group. To conclude, fALFF in the CEN may provide potential power for identifying individuals at the early stage of schizophrenia and the alteration in the frontal and temporal lobe may be important to these individuals.
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