Age-related unstable transient states and imbalanced activation proportion of brain networks in people with autism spectrum disorder: A resting-state fMRI study using coactivation pattern analyses

被引:3
作者
Zhang, Yunge [1 ,2 ]
Lin, Lin [2 ]
Zhou, Dongyue [2 ,3 ]
Song, Yang [1 ]
Stein, Abigail [4 ]
Zhou, Shuqin [4 ]
Xu, Huashuai [2 ]
Zhao, Wei [5 ]
Cong, Fengyu [2 ,6 ,7 ]
Sun, Jin [8 ]
Li, Huanjie [1 ,2 ]
Du, Fei [4 ,9 ]
机构
[1] Dalian Univ Technol, Cent Hosp, Dalian, Peoples R China
[2] Dalian Univ Technol, Fac Med, Sch Biomed Engn, Dalian, Peoples R China
[3] Radboud Univ Nijmegen, Med Ctr, Dept Cognit Neurosci, Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands
[4] Harvard Med Sch, McLean Hosp, McLean Imaging Ctr, Belmont, MA USA
[5] Henan Polytech Univ, Sch Software, Jiaozuo, Peoples R China
[6] Univ Jyvaskyla, Fac Informat Technol, Jyvaskyla, Finland
[7] Dalian Univ Technol, Key Lab Social Comp & Cognit Intelligence, Minist Educ, Dalian, Peoples R China
[8] Dalian Woman & Childrens Med Grp, Dalian, Peoples R China
[9] Harvard Med Sch, McLean Hosp, Psychot Disorders Div, Belmont, MA USA
关键词
Autism spectrum disorder; Triple network model; Default model network; Coactivation pattern; Resting-state functional MRI; FUNCTIONAL CONNECTIVITY; DEFAULT-MODE; ORGANIZATION; RELEVANCE; ATTENTION; LINKS;
D O I
10.1162/netn_a_00396
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This article reveals the age-related atypical transient brain functions in autistic people. The default mode network dominates major states during rest, while the executive control network and salience network dominates minor states. Major states have more a stable coactivation patterns and higher proportion than minor states. The spatial stability would increase with age in healthy controls but not in autistic people. Meanwhile, autistic people spend less time on major states but more time on minor states. In addition, the unstable transient states and imbalanced activation proportion of brain networks are correlated with the social deficits. Although this work is limited by that single scanning data of only involving male participants with normal intelligence, it provides new transient aspect for atypical brain function in autistic people.
引用
收藏
页码:1173 / 1191
页数:19
相关论文
共 53 条
[1]   Patterns of Atypical Functional Connectivity and Behavioral Links in Autism Differ Between Default, Salience, and Executive Networks [J].
Abbott, Angela E. ;
Nair, Aarti ;
Keown, Christopher L. ;
Datko, Michael ;
Jahedi, Afrooz ;
Fishman, Inna ;
Muller, Ralph-Axel .
CEREBRAL CORTEX, 2016, 26 (10) :4034-4045
[2]   Tracking Whole-Brain Connectivity Dynamics in the Resting State [J].
Allen, Elena A. ;
Damaraju, Eswar ;
Plis, Sergey M. ;
Erhardt, Erik B. ;
Eichele, Tom ;
Calhoun, Vince D. .
CEREBRAL CORTEX, 2014, 24 (03) :663-676
[3]   INTERPRETATION OF CANONICAL ANALYSIS [J].
ALPERT, MI ;
PETERSON, RA .
JOURNAL OF MARKETING RESEARCH, 1972, 9 (02) :187-192
[4]   Bottom-Up Attention Orienting in Young Children with Autism [J].
Amso, Dima ;
Haas, Sara ;
Tenenbaum, Elena ;
Markant, Julie ;
Sheinkopf, Stephen J. .
JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS, 2014, 44 (03) :664-673
[5]   Abnormal Functional Connectivity of Resting State Network Detection Based on Linear ICA Analysis in Autism Spectrum Disorder [J].
Bi, Xia-an ;
Zhao, Junxia ;
Xu, Qian ;
Sun, Qi ;
Wang, Zhigang .
FRONTIERS IN PHYSIOLOGY, 2018, 9
[6]   Top-down versus bottom-up control of attention in the prefrontal and posterior parietal cortices [J].
Buschman, Timothy J. ;
Miller, Earl K. .
SCIENCE, 2007, 315 (5820) :1860-1862
[7]   Age-Dependent Statistical Changes of Involuntary Head Motion Signatures Across Autism and Controls of the ABIDE Repository [J].
Caballero, Carla ;
Mistry, Sejal ;
Torres, Elizabeth B. .
FRONTIERS IN INTEGRATIVE NEUROSCIENCE, 2020, 14
[8]   The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery [J].
Calhoun, Vince D. ;
Miller, Robyn ;
Pearlson, Godfrey ;
Adali, Tulay .
NEURON, 2014, 84 (02) :262-274
[9]   Intrinsic Functional Connectivity Variance and State-Specific Under-Connectivity in Autism [J].
Chen, Heng ;
Nomi, Jason S. ;
Uddin, Lucina Q. ;
Duan, Xujun ;
Chen, Huafu .
HUMAN BRAIN MAPPING, 2017, 38 (11) :5740-5755
[10]   Visual and linguistic narrative comprehension in autism spectrum disorders: Neural evidence for modality-independent impairments [J].
Coderre, Emily L. ;
Cohn, Neil ;
Slipher, Sally K. ;
Chernenok, Mariya ;
Ledoux, Kerry ;
Gordon, Barry .
BRAIN AND LANGUAGE, 2018, 186 :44-59