Alterations in Topological Structure and Modular Interactions in Pediatric Patients with Complete Spinal Cord Injury: A Functional Brain Network Study.

IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY
Yu Wang, Ling Wang, Beining Yang, Haotian Xin, Qunya Qi, Yulong Jia, Xianglin Guo, Weimin Zheng, Xin Chen, Fang Li, Chuchu Sun, Qian Chen, Jubao Du, Jie Lu, Nan Chen
{"title":"Alterations in Topological Structure and Modular Interactions in Pediatric Patients with Complete Spinal Cord Injury: A Functional Brain Network Study.","authors":"Yu Wang, Ling Wang, Beining Yang, Haotian Xin, Qunya Qi, Yulong Jia, Xianglin Guo, Weimin Zheng, Xin Chen, Fang Li, Chuchu Sun, Qian Chen, Jubao Du, Jie Lu, Nan Chen","doi":"10.1089/neu.2024.0560","DOIUrl":null,"url":null,"abstract":"<p><p>Traumatic complete spinal cord injury (CSCI) leads to severe impairment of sensory-motor function, and patients often suffer from neuropsychological deficits such as anxiety, depression, and cognitive deficits, which involve different brain functional modules. However, the alterations in modular organization and the interactions between these modules in pediatric patients with CSCI remain unclear. In this study, a total of 70 participants, including 34 pediatric CSCI patients and 36 healthy controls (HCs) aged 6 to 12 years, underwent whole-brain resting-state functional MRI. The functional networks were analyzed via a graph theory approach based on the 90-region Automated Anatomical Labeling (AAL 90) atlas, generating a 90 × 90 correlation matrix. Metrics for nodal, global, and modular scales were calculated to evaluate alterations in the network's topology. Between-group comparisons and partial correlation analysis were performed. Compared to HCs, pediatric CSCI patients exhibited significant decreases in nodal metrics, particularly in subcortical networks (SN) like the bilateral thalamus. Besides, the distribution of core nodes changed, with five newly added core nodes primarily located in the regions of the default mode network (DMN). For modular interactions, patients group presented increased connectivity within the DMN and between the DMN and the attention network (AN) but reduced connectivity between DMN and SN, DMN and vision network (VN), and AN and SN. Notably, the participation coefficient (Pc) of the TPOmid.L (left temporal pole: middle temporal gyrus) was positively correlated with motor scores, suggesting its potential as an indicator for evaluating the motor function in pediatric CSCI patients. Additionally, the patients demonstrated a different modular structure with significantly lower modularity. These findings suggest that functional network and modular alterations chiefly occur in emotional cognition and vision-associated regions, emphasizing the importance to focus on their psychocognitive well-being and providing evidence for visual-feedback related rehabilitation strategies.</p>","PeriodicalId":16512,"journal":{"name":"Journal of neurotrauma","volume":" ","pages":""},"PeriodicalIF":3.9000,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of neurotrauma","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1089/neu.2024.0560","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Traumatic complete spinal cord injury (CSCI) leads to severe impairment of sensory-motor function, and patients often suffer from neuropsychological deficits such as anxiety, depression, and cognitive deficits, which involve different brain functional modules. However, the alterations in modular organization and the interactions between these modules in pediatric patients with CSCI remain unclear. In this study, a total of 70 participants, including 34 pediatric CSCI patients and 36 healthy controls (HCs) aged 6 to 12 years, underwent whole-brain resting-state functional MRI. The functional networks were analyzed via a graph theory approach based on the 90-region Automated Anatomical Labeling (AAL 90) atlas, generating a 90 × 90 correlation matrix. Metrics for nodal, global, and modular scales were calculated to evaluate alterations in the network's topology. Between-group comparisons and partial correlation analysis were performed. Compared to HCs, pediatric CSCI patients exhibited significant decreases in nodal metrics, particularly in subcortical networks (SN) like the bilateral thalamus. Besides, the distribution of core nodes changed, with five newly added core nodes primarily located in the regions of the default mode network (DMN). For modular interactions, patients group presented increased connectivity within the DMN and between the DMN and the attention network (AN) but reduced connectivity between DMN and SN, DMN and vision network (VN), and AN and SN. Notably, the participation coefficient (Pc) of the TPOmid.L (left temporal pole: middle temporal gyrus) was positively correlated with motor scores, suggesting its potential as an indicator for evaluating the motor function in pediatric CSCI patients. Additionally, the patients demonstrated a different modular structure with significantly lower modularity. These findings suggest that functional network and modular alterations chiefly occur in emotional cognition and vision-associated regions, emphasizing the importance to focus on their psychocognitive well-being and providing evidence for visual-feedback related rehabilitation strategies.

完全脊髓损伤的儿科患者拓扑结构和模块相互作用的改变:一项功能性脑网络研究。
创伤性完全性脊髓损伤(CSCI)导致严重的感觉-运动功能损伤,患者常出现焦虑、抑郁、认知等神经心理缺陷,涉及不同的脑功能模块。然而,在CSCI患儿中,模块组织的改变以及这些模块之间的相互作用尚不清楚。在这项研究中,共有70名参与者,包括34名儿童CSCI患者和36名6至12岁的健康对照(hc),接受了全脑静息状态功能MRI检查。基于90区域自动解剖标记图谱(AAL 90),利用图论方法对功能网络进行分析,生成90 × 90的相关矩阵。计算节点、全局和模块化尺度的度量来评估网络拓扑结构的变化。进行组间比较和偏相关分析。与hc相比,小儿CSCI患者的淋巴结指标明显减少,特别是在皮质下网络(SN),如双侧丘脑。核心节点的分布也发生了变化,新增的5个核心节点主要位于默认模式网络(DMN)的区域。在模块化交互中,患者组DMN内部、DMN与注意网络(AN)之间的连通性增加,但DMN与SN、DMN与视觉网络(VN)、AN与SN之间的连通性降低。值得注意的是TPOmid的参与系数(Pc)。L(左颞极:颞中回)与运动评分呈正相关,提示其有潜力作为评估小儿CSCI患者运动功能的指标。此外,患者表现出不同的模块结构,模块性明显降低。这些发现表明,功能网络和模块改变主要发生在情绪认知和视觉相关区域,强调了关注他们的心理认知健康的重要性,并为视觉反馈相关的康复策略提供了证据。
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 求助全文
来源期刊
Journal of neurotrauma
Journal of neurotrauma 医学-临床神经学
CiteScore
9.20
自引率
7.10%
发文量
233
审稿时长
3 months
期刊介绍: Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信