Decoupling of Structural and Functional Connectivity in Hubs and Cognitive Impairment After Mild Traumatic Brain Injury.

IF 2.4 3区 医学 Q3 NEUROSCIENCES Brain connectivity Pub Date : 2021-11-01 Epub Date: 2021-09-23 DOI:10.1089/brain.2020.0852
Shan Wang, Shuoqiu Gan, Xuefei Yang, Tianhui Li, Feng Xiong, Xiaoyan Jia, Yingxiang Sun, Jun Liu, Ming Zhang, Lijun Bai
{"title":"Decoupling of Structural and Functional Connectivity in Hubs and Cognitive Impairment After Mild Traumatic Brain Injury.","authors":"Shan Wang,&nbsp;Shuoqiu Gan,&nbsp;Xuefei Yang,&nbsp;Tianhui Li,&nbsp;Feng Xiong,&nbsp;Xiaoyan Jia,&nbsp;Yingxiang Sun,&nbsp;Jun Liu,&nbsp;Ming Zhang,&nbsp;Lijun Bai","doi":"10.1089/brain.2020.0852","DOIUrl":null,"url":null,"abstract":"<p><p><b><i>Introduction:</i></b> Mild traumatic brain injury (mild TBI) exhibited abnormal brain network topologies associated with cognitive dysfunction. However, it was still unclear which aspects of network organization were critical underlying the key pathology of mild TBI. Here, a multi-imaging strategy was applied to capture dynamic topological features of both structural and functional connectivity networks (SCNs and FCNs), to provide more sensitive detection of altered FCN from its anatomical backbone and identify novel biomarkers of mild TBI outcomes. <b><i>Methods:</i></b> A total of 62 mild TBI patients (30 subjects as an original sample with 3-12 months of follow-up, 32 subjects as independent replicated sample) and 37 healthy controls were recruited. Both diffusion tensor imaging and resting-state functional magnetic resonance imaging were used to create global connectivity matrices in the same individuals. Global and regional network analyses were applied to identify group differences and correlations with clinical assessments. <b><i>Results:</i></b> Most global network properties were conserved in both SCNs and FCNs in subacute mild TBI, whereas SCNs presented decreased global efficiency and characteristic path length at follow-up. Specifically, some hubs in healthy brain networks typically became nonhubs in patients and <i>vice versa</i>, such as the medial prefrontal cortex, superior temporal gyrus, and middle frontal gyrus. The relationship between structural and functional connectivity (SC and FC) in patients also showed salient decoupling as a function of time, primarily located in the hubs. <b><i>Conclusions:</i></b> These results suggested mild TBI influences the relationship between SCN and FCN, and the SC-FC coupling strength may be used as a potential biomarker to predict long-term outcomes after injury. Impact statement The current study was the first study to explore the coupling of structural-functional connectivity (SC-FC) from large-scale whole-brain networks in patients with mild traumatic brain injury. The results showed that the global properties homeostatically conserved in functional connectivity networks while altered in structural connectivity networks. The SC-FC coupling strength showed salient decoupling as a function of time and primarily occurred in hub regions.</p>","PeriodicalId":9155,"journal":{"name":"Brain connectivity","volume":"11 9","pages":"745-758"},"PeriodicalIF":2.4000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brain connectivity","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1089/brain.2020.0852","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2021/9/23 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 15

Abstract

Introduction: Mild traumatic brain injury (mild TBI) exhibited abnormal brain network topologies associated with cognitive dysfunction. However, it was still unclear which aspects of network organization were critical underlying the key pathology of mild TBI. Here, a multi-imaging strategy was applied to capture dynamic topological features of both structural and functional connectivity networks (SCNs and FCNs), to provide more sensitive detection of altered FCN from its anatomical backbone and identify novel biomarkers of mild TBI outcomes. Methods: A total of 62 mild TBI patients (30 subjects as an original sample with 3-12 months of follow-up, 32 subjects as independent replicated sample) and 37 healthy controls were recruited. Both diffusion tensor imaging and resting-state functional magnetic resonance imaging were used to create global connectivity matrices in the same individuals. Global and regional network analyses were applied to identify group differences and correlations with clinical assessments. Results: Most global network properties were conserved in both SCNs and FCNs in subacute mild TBI, whereas SCNs presented decreased global efficiency and characteristic path length at follow-up. Specifically, some hubs in healthy brain networks typically became nonhubs in patients and vice versa, such as the medial prefrontal cortex, superior temporal gyrus, and middle frontal gyrus. The relationship between structural and functional connectivity (SC and FC) in patients also showed salient decoupling as a function of time, primarily located in the hubs. Conclusions: These results suggested mild TBI influences the relationship between SCN and FCN, and the SC-FC coupling strength may be used as a potential biomarker to predict long-term outcomes after injury. Impact statement The current study was the first study to explore the coupling of structural-functional connectivity (SC-FC) from large-scale whole-brain networks in patients with mild traumatic brain injury. The results showed that the global properties homeostatically conserved in functional connectivity networks while altered in structural connectivity networks. The SC-FC coupling strength showed salient decoupling as a function of time and primarily occurred in hub regions.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
轻度创伤性脑损伤后中枢结构和功能连接的解耦与认知损伤。
简介:轻度创伤性脑损伤(Mild TBI)表现出与认知功能障碍相关的异常脑网络拓扑结构。然而,目前尚不清楚网络组织的哪些方面是轻度TBI的关键病理基础。本研究采用多成像策略捕获结构和功能连接网络(scn和FCN)的动态拓扑特征,从其解剖骨干中更灵敏地检测FCN的改变,并鉴定轻度TBI结果的新生物标志物。方法:共招募62例轻度TBI患者(30例为原始样本,随访3-12个月,32例为独立重复样本)和37例健康对照。使用扩散张量成像和静息状态功能磁共振成像在同一个体中创建全局连接矩阵。应用全球和区域网络分析来确定组间差异和与临床评估的相关性。结果:亚急性轻度TBI中,scn和fcn的大多数全局网络特性都保持不变,而scn在随访时表现出全局效率和特征路径长度的下降。具体来说,健康大脑网络中的一些中枢通常会在患者身上变成非中枢,反之亦然,比如内侧前额叶皮层、颞上回和额叶中回。患者的结构和功能连接(SC和FC)之间的关系也显示出明显的解耦,作为时间的函数,主要位于中枢。结论:这些结果表明轻度TBI影响SCN和FCN之间的关系,SC-FC耦合强度可能作为预测损伤后长期预后的潜在生物标志物。目前的研究是第一个探索轻度创伤性脑损伤患者大规模全脑网络结构-功能连接(SC-FC)耦合的研究。结果表明,在功能连接网络中,整体特性保持自稳态,而在结构连接网络中,整体特性发生改变。SC-FC耦合强度随时间呈明显的解耦,且主要发生在枢纽区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Brain connectivity
Brain connectivity Neuroscience-General Neuroscience
CiteScore
4.80
自引率
0.00%
发文量
80
期刊介绍: Brain Connectivity provides groundbreaking findings in the rapidly advancing field of connectivity research at the systems and network levels. The Journal disseminates information on brain mapping, modeling, novel research techniques, new imaging modalities, preclinical animal studies, and the translation of research discoveries from the laboratory to the clinic. This essential journal fosters the application of basic biological discoveries and contributes to the development of novel diagnostic and therapeutic interventions to recognize and treat a broad range of neurodegenerative and psychiatric disorders such as: Alzheimer’s disease, attention-deficit hyperactivity disorder, posttraumatic stress disorder, epilepsy, traumatic brain injury, stroke, dementia, and depression.
期刊最新文献
Developmental Mismatch Across Brain Modalities in Young Children. Distinct Neural Connectivity Patterns During Music Listening and Imagination: An Electroencephalography Study. The Effect of Modular Degeneracy on Neuroimaging Data. Altered Functional Coupling of the Bed Nucleus of the Stria Terminalis and Amygdala in Spider Phobic Fear. Connectivity Changes Following Episodic Future Thinking in Alcohol Use Disorder.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1