Abnormal causal connectivity of left superior temporal gyrus in drug-naive first- episode adolescent-onset schizophrenia: A resting-state fMRI study

被引:8
|
作者
Lyu, Hailong [1 ]
Jiao, Jianping [2 ]
Feng, Guoxun [2 ,3 ]
Wang, Xinxin [2 ]
Sun, Bin [2 ,3 ]
Zhao, Zhiyong [4 ,5 ,6 ]
Shang, Desheng [1 ]
Pan, Fen [1 ]
Xu, Weijuan [1 ]
Duan, Jinfeng [1 ]
Zhou, Qingshuang [7 ]
Hu, Shaohua [1 ]
Xu, Yi [1 ]
Xu, Dongrong [5 ,6 ]
Huang, Manli [1 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Key Lab Mental Disorders Management Zhejiang Prov, Hangzhou, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Med, Hangzhou, Zhejiang, Peoples R China
[3] Ningbo Mental Hosp, Ningbo, Zhejiang, Peoples R China
[4] Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Zhejiang, Peoples R China
[5] Columbia Univ, New York, NY USA
[6] New York State Psychiat Inst & Hosp, New York, NY 10032 USA
[7] Jiangshan Fourth Peoples Hosp, Quzhou, Zhejiang, Peoples R China
关键词
Adolescent-onset schizophrenia; fMRI; Machine learning; Granger causality analysis; Regional homogeneity; REGIONAL HOMOGENEITY; FUNCTIONAL CONNECTIVITY; NEURAL ACTIVITY; BRAIN; 1ST-EPISODE; METAANALYSIS; RESOLUTION; NETWORKS; DURATION;
D O I
10.1016/j.pscychresns.2021.111330
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
This study aimed to investigate the alterations of causal connectivity between the brain regions in Adolescentonset schizophrenia (AOS) patients. Thirty-two first-episode drug-naive AOS patients and 27 healthy controls (HC) were recruited for resting-state functional MRI scanning. The brain region with the between-group difference in regional homogeneity (ReHo) values was chosen as a seed to perform the Granger causality analysis (GCA) and further detect the alterations of causal connectivity in AOS. AOS patients exhibited increased ReHo values in left superior temporal gyrus (STG) compared with HCs. Significantly decreased values of outgoing Granger causality from left STG to right superior frontal gyrus and right angular gyrus were observed in GC mapping for AOS. Significantly stronger causal outflow from left STG to right insula and stronger causal inflow from right middle occipital gyrus (MOG) to left STG were also observed in AOS patients. Based on assessments of the two strengthened causal connectivity of the left STG with insula and MOG, a discriminant model could identify all patients from controls with 94.9% accuracy. This study indicated that alterations of directional connections in left STG may play an important role in the pathogenesis of AOS and serve as potential biomarkers for the disease.
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页数:7
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