Dysregulated dynamic time-varying triple-network segregation in children with autism spectrum disorder

被引:8
作者
Guo, Xiaonan [1 ,2 ]
Cao, Yabo [1 ,2 ]
Liu, Junfeng [3 ]
Zhang, Xia [1 ,2 ]
Zhai, Guangjin [1 ,2 ]
Chen, Heng [4 ]
Gao, Le [1 ,2 ]
机构
[1] Yanshan Univ, Sch Informat Sci & Engn, Dept Elect & Commun Engn, 438 West Hebei Ave, Qinhuangdao 066004, Peoples R China
[2] Yanshan Univ, Hebei Key Lab Informat Transmiss & Signal Proc, 438 West Hebei Ave, Qinhuangdao 066004, Peoples R China
[3] Sichuan Univ, West China Hosp, Dept Neurol, 37 Guo Xue Xiang, Chengdu 610041, Peoples R China
[4] Guizhou Univ, Sch Med, Dept Med Informat Engn, Jiaxiu Rd, Guiyang 550025, Peoples R China
基金
中国国家自然科学基金;
关键词
autism spectrum disorder; dynamic network segregation; functional magnetic resonance imaging; triple-network; DEFAULT MODE NETWORK; FUNCTIONAL CONNECTIVITY; BRAIN NETWORKS; CLASSIFICATION; CORTEX; HETEROGENEITY; ADOLESCENTS; SALIENCE; SYSTEMS; IMPACT;
D O I
10.1093/cercor/bhac454
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
One of the remarkable characteristics of autism spectrum disorder (ASD) is the dysregulation of functional connectivity of the triple-network, which includes the salience network (SN), default mode network (DMN), and central executive network (CEN). However, there is little known about the segregation of the triple-network dynamics in ASD. This study used resting-state functional magnetic resonance imaging data including 105 ASD and 102 demographically-matched typical developing control (TC) children. We compared the dynamic time-varying triple-network segregation and triple-network functional connectivity states between ASD and TC groups, and examined the relationship between dynamic triple-network segregation alterations and clinical symptoms of ASD. The average dynamic network segregation value of the DMN with SN and the DMN with CEN in ASD was lower but the coefficient of variation (CV) of dynamic network segregation of the DMN with CEN was higher in ASD. Furthermore, partially reduced triple-network segregation associated with the DMN was found in connectivity states analysis of ASD. These abnormal average values and CV of dynamic network segregation predicted social communication deficits and restricted and repetitive behaviors in ASD. Our findings indicate abnormal dynamic time-varying triple-network segregation of ASD and highlight the crucial role of the triple-network in the neural mechanisms underlying ASD.
引用
收藏
页码:5717 / 5726
页数:10
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