Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study

Research on brain function after brachial plexus injury focuses on local cortical functional reorganization, and few studies have focused on brain networks after brachial plexus injury. Changes in brain networks may help understanding of brain plasticity at the global level. We hypothesized that top...

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Main Authors: Wei-Wei Wang, Ye-Chen Lu, Wei-Jun Tang, Jun-Hai Zhang, Hua-Ping Sun, Xiao-Yuan Feng, Han-Qiu Liu
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2018-01-01
Series:Neural Regeneration Research
Subjects:
Online Access:http://www.nrronline.org/article.asp?issn=1673-5374;year=2018;volume=13;issue=6;spage=1061;epage=1065;aulast=Wang
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spelling doaj-fe40e005fe874412b6a40ced9955b9442020-11-25T01:50:39ZengWolters Kluwer Medknow PublicationsNeural Regeneration Research1673-53742018-01-011361061106510.4103/1673-5374.233450Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging studyWei-Wei WangYe-Chen LuWei-Jun TangJun-Hai ZhangHua-Ping SunXiao-Yuan FengHan-Qiu LiuResearch on brain function after brachial plexus injury focuses on local cortical functional reorganization, and few studies have focused on brain networks after brachial plexus injury. Changes in brain networks may help understanding of brain plasticity at the global level. We hypothesized that topology of the global cerebral resting-state functional network changes after unilateral brachial plexus injury. Thus, in this cross-sectional study, we recruited eight male patients with unilateral brachial plexus injury (right handedness, mean age of 27.9 ± 5.4 years old) and eight male healthy controls (right handedness, mean age of 28.6 ± 3.2). After acquiring and preprocessing resting-state magnetic resonance imaging data, the cerebrum was divided into 90 regions and Pearson's correlation coefficient calculated between regions. These correlation matrices were then converted into a binary matrix with affixed sparsity values of 0.1–0.46. Under sparsity conditions, both groups satisfied this small-world property. The clustering coefficient was markedly lower, while average shortest path remarkably higher in patients compared with healthy controls. These findings confirm that cerebral functional networks in patients still show small-world characteristics, which are highly effective in information transmission in the brain, as well as normal controls. Alternatively, varied small-worldness suggests that capacity of information transmission and integration in different brain regions in brachial plexus injury patients is damaged.http://www.nrronline.org/article.asp?issn=1673-5374;year=2018;volume=13;issue=6;spage=1061;epage=1065;aulast=Wangnerve regeneration; brachial plexus injury; functional magnetic resonance imaging; small-world network; small-world property; topology properties; functional reorganization; clustering coefficient; shortest path; peripheral nerve injury; neural regeneration
collection DOAJ
language English
format Article
sources DOAJ
author Wei-Wei Wang
Ye-Chen Lu
Wei-Jun Tang
Jun-Hai Zhang
Hua-Ping Sun
Xiao-Yuan Feng
Han-Qiu Liu
spellingShingle Wei-Wei Wang
Ye-Chen Lu
Wei-Jun Tang
Jun-Hai Zhang
Hua-Ping Sun
Xiao-Yuan Feng
Han-Qiu Liu
Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study
Neural Regeneration Research
nerve regeneration; brachial plexus injury; functional magnetic resonance imaging; small-world network; small-world property; topology properties; functional reorganization; clustering coefficient; shortest path; peripheral nerve injury; neural regeneration
author_facet Wei-Wei Wang
Ye-Chen Lu
Wei-Jun Tang
Jun-Hai Zhang
Hua-Ping Sun
Xiao-Yuan Feng
Han-Qiu Liu
author_sort Wei-Wei Wang
title Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study
title_short Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study
title_full Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study
title_fullStr Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study
title_full_unstemmed Small-worldness of brain networks after brachial plexus injury: A resting-state functional magnetic resonance imaging study
title_sort small-worldness of brain networks after brachial plexus injury: a resting-state functional magnetic resonance imaging study
publisher Wolters Kluwer Medknow Publications
series Neural Regeneration Research
issn 1673-5374
publishDate 2018-01-01
description Research on brain function after brachial plexus injury focuses on local cortical functional reorganization, and few studies have focused on brain networks after brachial plexus injury. Changes in brain networks may help understanding of brain plasticity at the global level. We hypothesized that topology of the global cerebral resting-state functional network changes after unilateral brachial plexus injury. Thus, in this cross-sectional study, we recruited eight male patients with unilateral brachial plexus injury (right handedness, mean age of 27.9 ± 5.4 years old) and eight male healthy controls (right handedness, mean age of 28.6 ± 3.2). After acquiring and preprocessing resting-state magnetic resonance imaging data, the cerebrum was divided into 90 regions and Pearson's correlation coefficient calculated between regions. These correlation matrices were then converted into a binary matrix with affixed sparsity values of 0.1–0.46. Under sparsity conditions, both groups satisfied this small-world property. The clustering coefficient was markedly lower, while average shortest path remarkably higher in patients compared with healthy controls. These findings confirm that cerebral functional networks in patients still show small-world characteristics, which are highly effective in information transmission in the brain, as well as normal controls. Alternatively, varied small-worldness suggests that capacity of information transmission and integration in different brain regions in brachial plexus injury patients is damaged.
topic nerve regeneration; brachial plexus injury; functional magnetic resonance imaging; small-world network; small-world property; topology properties; functional reorganization; clustering coefficient; shortest path; peripheral nerve injury; neural regeneration
url http://www.nrronline.org/article.asp?issn=1673-5374;year=2018;volume=13;issue=6;spage=1061;epage=1065;aulast=Wang
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