Association of Reduced Local Activities in the Default Mode and Sensorimotor Networks with Clinical Characteristics in First-diagnosed Episode of Schizophrenia

被引:12
作者
Gao, Shuzhan [1 ]
Ming, Yidan [1 ,2 ]
Ni, Sulin [1 ]
Kong, Zhiyao [1 ,3 ]
Wang, Jiayin [1 ,4 ]
Gu, Yuan [1 ]
Lu, Shuiping [1 ]
Chen, Tian [1 ]
Kong, Mingjun [1 ]
Sun, Jing [1 ]
Xu, Xijia [1 ,5 ]
机构
[1] Nanjing Med Univ, Nanjing Brain Hosp, Dept Psychiat, Affiliated Brain Hosp, Nanjing 210029, Peoples R China
[2] Xian Mental Hlth Ctr, Dept Psychiat, Xian 710061, Peoples R China
[3] Univ Arizona, Coll Sci, Dept Psychol, Tucson, AZ 85718 USA
[4] Fourth Peoples Hosp Chengdu, Mood Disorder Med Ctr, Chengdu 610000, Peoples R China
[5] Nanjing Univ, Nanjing Brain Hosp, Med Sch, Dept Psychiat, Nanjing 210029, Peoples R China
基金
中国国家自然科学基金;
关键词
schizophrenia; fractional amplitude of low-frequency fluctuation; cognition; support vector machine; RANGE FUNCTIONAL CONNECTIVITY; CONSENSUS COGNITIVE BATTERY; NEURAL ACTIVITY; BRAIN ACTIVITY; STATE; AMPLITUDE; 1ST-EPISODE; ABNORMALITIES; FLUCTUATIONS; OSCILLATIONS;
D O I
10.1016/j.neuroscience.2022.05.020
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The neurodevelopmental hypothesis states that schizophrenia is a brain disease. Exploring abnormal brain activities can improve understanding of the neural pathologic mechanism of clinical characteristics and determine subjective biomarkers to differentiate patients with schizophrenia from healthy controls. We collected clinical characteristics (i.e., demographics, positive and negative syndrome scale (PANSS) scores, and cognitive scores) and magnetic resonance imaging (MRI) data from 57 first-diagnosed drug-naive patients with schizophrenia and 50 healthy controls. The fractional amplitude of low-frequency fluctuation (fALFF) was used to detect local activities. Partial correlation analysis was applied to estimate the relationship between abnormal regions and clinical characteristics. The support vector machine (SVM) analysis was used to calculate the accuracy of classification in abnormal regions. In our study, the fALFF values in the right postcentral gyrus, left precentral gyrus/postcentral gyrus, left postcentral gyrus/superior parietal lobule, bilateral supplementary motor area, bilateral paracentral lobule, and bilateral precuneus were decreased in patients with schizophrenia and associated with clinical characteristics. However, the related patterns of cognition of patients were different from those of healthy controls. Additionally, the combination of fALFF values in the bilateral paracentral lobule and right postcentral gyrus might distinguish patients with schizophrenia from healthy controls with high accuracy (98.13%), specificity (98.00%), and sensitivity (98.25%). Our study suggests that reduced local activities in the default mode network and sensorimotor network may be regarded as neural underpinnings of clinical characteristics and may discriminate patients with schizophrenia from healthy controls. (C) 2022 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:47 / 57
页数:11
相关论文
共 59 条
[51]   Reduced Brain Activity in the Right Putamen as an Early Predictor for Treatment Response in Drug-Naive, First-Episode Schizophrenia [J].
Wu, Renrong ;
Ou, Yangpan ;
Liu, Feng ;
Chen, Jindong ;
Li, Huabing ;
Zhao, Jingping ;
Guo, Wenbin ;
Fan, Xiaoduo .
FRONTIERS IN PSYCHIATRY, 2019, 10
[52]   SAP97 rs3915512 Polymorphism Affects the Neurocognition of Schizophrenic Patients: A Genetic Neuroimaging Study [J].
Xu, Xusan ;
He, Bin ;
Lin, Zhixiong ;
Wang, Xiaoxia ;
Yin, Jingwen ;
Luo, Xudong ;
Luo, Shucun ;
Liang, Chunmei ;
Wen, Xia ;
Xiong, Susu ;
Zhu, Dongjian ;
Fu, Jiawu ;
Lv, Dong ;
Dai, Zhun ;
Lin, Juda ;
Li, You ;
Chen, Wubiao ;
Luo, Zebin ;
Wang, Yajun ;
Ma, Guoda .
FRONTIERS IN GENETICS, 2020, 11
[53]   DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging [J].
Yan, Chao-Gan ;
Wang, Xin-Di ;
Zuo, Xi-Nian ;
Zang, Yu-Feng .
NEUROINFORMATICS, 2016, 14 (03) :339-351
[54]   Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI [J].
Zang Yu-Feng ;
He Yong ;
Zhu Chao-Zhe ;
Cao Qing-Jiu ;
Sui Man-Qiu ;
Liang Meng ;
Tian Li-Xia ;
Jiang Tian-Zi ;
Wang, Yu-Feng .
BRAIN & DEVELOPMENT, 2007, 29 (02) :83-91
[55]   Resting-state Brain Activity Changes Associated with Tardive Dyskinesia in Patients with Schizophrenia: Fractional Amplitude of Low-frequency Fluctuation Decreased in the Occipital Lobe [J].
Zhang, Ping ;
Li, Yanli ;
Fan, Fengmei ;
Li, Chiang-Shan R. ;
Luo, Xingguang ;
Yang, Fude ;
Yao, Yin ;
Tan, Yunlong .
NEUROSCIENCE, 2018, 385 :237-245
[56]   Altered Patterns of the Fractional Amplitude of Low-Frequency Fluctuation and Functional Connectivity Between Deficit and Non-Deficit Schizophrenia [J].
Zhou, Chao ;
Tang, Xiaowei ;
You, Wei ;
Wang, Xiang ;
Zhang, Xiaobin ;
Zhang, Xiangrong ;
Yu, Miao .
FRONTIERS IN PSYCHIATRY, 2019, 10
[57]   Disrupted asymmetry of inter- and intra-hemispheric functional connectivity in patients with drug-naive, first-episode schizophrenia and their unaffected siblings [J].
Zhu, Furong ;
Liu, Feng ;
Guo, Wenbin ;
Chen, Jindong ;
Su, Qinji ;
Zhang, Zhikun ;
Li, Huabing ;
Fan, Xiaoduo ;
Zhao, Jingping .
EBIOMEDICINE, 2018, 36 :429-435
[58]   Increased Local Spontaneous Neural Activity in the Left Precuneus Specific to Auditory Verbal Hallucinations of Schizophrenia [J].
Zhuo, Chuan-Jun ;
Zhu, Jia-Jia ;
Wang, Chun-Li ;
Wang, Li-Na ;
Li, Jie ;
Qin, Wen .
CHINESE MEDICAL JOURNAL, 2016, 129 (07) :809-813
[59]   An improved approach to detection of amplitude of low-frequency fluctuation (ALFF) for resting-state fMRI: Fractional ALFF [J].
Zou, Qi-Hong ;
Zhu, Chao-Zhe ;
Yang, Yihong ;
Zuo, Xi-Nian ;
Long, Xiang-Yu ;
Cao, Qing-Jiu ;
Wang, Yu-Feng ;
Zang, Yu-Feng .
JOURNAL OF NEUROSCIENCE METHODS, 2008, 172 (01) :137-141