Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder

Attention-deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disease featuring executive control deficits as a prominent neuropsychological trait. Executive functions are implicated in multiple sub-networks of the brain; however, few studies examine these sub-networks as a whole in...

Full description

Bibliographic Details
Main Authors: Jiejie Tao, Xueyan Jiang, Xin Wang, Huiru Liu, Andan Qian, Chuang Yang, Hong Chen, Jiance Li, Qiong Ye, Jinhui Wang, Meihao Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-11-01
Series:Frontiers in Psychiatry
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00246/full
_version_ 1811280433012277248
author Jiejie Tao
Xueyan Jiang
Xueyan Jiang
Xin Wang
Huiru Liu
Andan Qian
Chuang Yang
Hong Chen
Jiance Li
Qiong Ye
Jinhui Wang
Jinhui Wang
Meihao Wang
author_facet Jiejie Tao
Xueyan Jiang
Xueyan Jiang
Xin Wang
Huiru Liu
Andan Qian
Chuang Yang
Hong Chen
Jiance Li
Qiong Ye
Jinhui Wang
Jinhui Wang
Meihao Wang
author_sort Jiejie Tao
collection DOAJ
description Attention-deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disease featuring executive control deficits as a prominent neuropsychological trait. Executive functions are implicated in multiple sub-networks of the brain; however, few studies examine these sub-networks as a whole in ADHD. By combining resting-state functional MRI and graph-based approaches, we systematically investigated functional connectivity patterns among four control-related networks, including the frontoparietal network (FPN), cingulo-opercular network, cerebellar network, and default mode network (DMN), in 46 drug-naive children with ADHD and 31 age-, gender-, and intelligence quotient-matched healthy controls (HCs). Compared to the HCs, the ADHD children showed significantly decreased functional connectivity that primarily involved the DMN and FPN regions and cross-network long-range connections. Further graph-based network analysis revealed that the ADHD children had fewer connections, lower network efficiency, and more functional modules compared with the HCs. The ADHD-related alterations in functional connectivity but not topological organization were correlated with clinical symptoms of the ADHD children and differentiated the patients from the HCs with a good performance. Taken together, our findings suggest a less-integrated functional brain network in children with ADHD due to selective disruption of key long-range connections, with important implications for understanding the neural substrates of ADHD, particularly executive dysfunction.
first_indexed 2024-04-13T01:14:53Z
format Article
id doaj.art-dffd7446246d40c7ba602d370c14e913
institution Directory Open Access Journal
issn 1664-0640
language English
last_indexed 2024-04-13T01:14:53Z
publishDate 2017-11-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Psychiatry
spelling doaj.art-dffd7446246d40c7ba602d370c14e9132022-12-22T03:09:00ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402017-11-01810.3389/fpsyt.2017.00246223689Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity DisorderJiejie Tao0Xueyan Jiang1Xueyan Jiang2Xin Wang3Huiru Liu4Andan Qian5Chuang Yang6Hong Chen7Jiance Li8Qiong Ye9Jinhui Wang10Jinhui Wang11Meihao Wang12Department of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaCenter for Cognition and Brain Disorders, Hangzhou Normal University, Hangzhou, ChinaZhejiang Key Laboratory for Research in Assessment of Cognitive Impairments, Hangzhou, ChinaDepartment of Radiology, Yancheng First Peoples’ Hospital, Yancheng, ChinaDepartment of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaDepartment of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaDepartment of Psychiatry, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaDepartment of Psychiatry, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaDepartment of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaDepartment of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaCenter for Cognition and Brain Disorders, Hangzhou Normal University, Hangzhou, ChinaZhejiang Key Laboratory for Research in Assessment of Cognitive Impairments, Hangzhou, ChinaDepartment of Radiology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Wenzhou, ChinaAttention-deficit/hyperactivity disorder (ADHD) is a common neurodevelopmental disease featuring executive control deficits as a prominent neuropsychological trait. Executive functions are implicated in multiple sub-networks of the brain; however, few studies examine these sub-networks as a whole in ADHD. By combining resting-state functional MRI and graph-based approaches, we systematically investigated functional connectivity patterns among four control-related networks, including the frontoparietal network (FPN), cingulo-opercular network, cerebellar network, and default mode network (DMN), in 46 drug-naive children with ADHD and 31 age-, gender-, and intelligence quotient-matched healthy controls (HCs). Compared to the HCs, the ADHD children showed significantly decreased functional connectivity that primarily involved the DMN and FPN regions and cross-network long-range connections. Further graph-based network analysis revealed that the ADHD children had fewer connections, lower network efficiency, and more functional modules compared with the HCs. The ADHD-related alterations in functional connectivity but not topological organization were correlated with clinical symptoms of the ADHD children and differentiated the patients from the HCs with a good performance. Taken together, our findings suggest a less-integrated functional brain network in children with ADHD due to selective disruption of key long-range connections, with important implications for understanding the neural substrates of ADHD, particularly executive dysfunction.http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00246/fullbrain networkexecutive controlgraph theorylong-range connectivityresting-state fMRI
spellingShingle Jiejie Tao
Xueyan Jiang
Xueyan Jiang
Xin Wang
Huiru Liu
Andan Qian
Chuang Yang
Hong Chen
Jiance Li
Qiong Ye
Jinhui Wang
Jinhui Wang
Meihao Wang
Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder
Frontiers in Psychiatry
brain network
executive control
graph theory
long-range connectivity
resting-state fMRI
title Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder
title_full Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder
title_fullStr Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder
title_full_unstemmed Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder
title_short Disrupted Control-Related Functional Brain Networks in Drug-Naive Children with Attention-Deficit/Hyperactivity Disorder
title_sort disrupted control related functional brain networks in drug naive children with attention deficit hyperactivity disorder
topic brain network
executive control
graph theory
long-range connectivity
resting-state fMRI
url http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00246/full
work_keys_str_mv AT jiejietao disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT xueyanjiang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT xueyanjiang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT xinwang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT huiruliu disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT andanqian disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT chuangyang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT hongchen disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT jianceli disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT qiongye disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT jinhuiwang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT jinhuiwang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder
AT meihaowang disruptedcontrolrelatedfunctionalbrainnetworksindrugnaivechildrenwithattentiondeficithyperactivitydisorder