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创伤性脑损伤患儿的静息态网络组织。

Resting-state network organisation in children with traumatic brain injury.

机构信息

School of Psychology, Faculty of Health at the Deakin University, Burwood, Australia.

Emma Children's Hospital, Amsterdam UMC location University of Amsterdam, Department of Pediatrics, Emma Neuroscience Group, Meibergdreef 9, Amsterdam, the Netherlands; Amsterdam Reproduction and Development Research Institute, Amsterdam, the Netherlands; Amsterdam Neuroscience Research Institute, Amsterdam, the Netherlands.

出版信息

Cortex. 2022 Sep;154:89-104. doi: 10.1016/j.cortex.2022.05.014. Epub 2022 Jun 4.

Abstract

Children with traumatic brain injury are at risk of neurocognitive and behavioural impairment. Although there is evidence for abnormal brain activity in resting-state networks after TBI, the role of resting-state network organisation in paediatric TBI outcome remains poorly understood. This study is the first to investigate the impact of paediatric TBI on resting-state network organisation using graph theory, and its relevance for functional outcome. Participants were 8-14 years and included children with (i) mild TBI and risk factors for complicated TBI (mild, n = 20), (ii) moderate/severe TBI (n = 15), and (iii) trauma control injuries (n = 27). Children underwent resting-state functional magnetic resonance imaging (fMRI), neurocognitive testing, and behavioural assessment at 2.8 years post-injury. Graph theory was applied to fMRI timeseries to evaluate the impact of TBI on global and local organisation of the resting-state network, and relevance for neurocognitive and behavioural functioning. Children with TBI showed atypical global network organisation as compared to the trauma control group, reflected by lower modularity (mild TBI and moderate/severe TBI), higher smallworldness (mild TBI) and lower assortativity (moderate/severe TBI ps < .04, Cohen's ds: > .6). Regarding local network organisation, the relative importance of hub regions in the network did not differ between groups. Regression analyses showed relationships between global as well as local network parameters with neurocognitive functioning (i.e., working memory, memory encoding; R = 23.3 - 38.5%) and behavioural functioning (i.e., externalising problems, R = 36.1%). Findings indicate the impact of TBI on global functional network organisation, and the relevance of both global and local network organisation for long-term neurocognitive and behavioural outcome after paediatric TBI. The results suggest potential prognostic value of resting-state network organisation for outcome after paediatric TBI.

摘要

创伤性脑损伤患儿存在神经认知和行为障碍的风险。尽管有证据表明 TBI 后静息态网络中存在异常脑活动,但静息态网络组织在儿科 TBI 结局中的作用仍知之甚少。本研究首次使用图论研究儿科 TBI 对静息态网络组织的影响及其对功能结局的相关性。参与者为 8-14 岁儿童,包括(i)轻度 TBI 且有复杂 TBI 风险因素的儿童(轻度,n=20)、(ii)中重度 TBI 儿童(n=15)和(iii)创伤对照损伤的儿童(n=27)。儿童在损伤后 2.8 年接受静息态功能磁共振成像(fMRI)、神经认知测试和行为评估。图论被应用于 fMRI 时间序列,以评估 TBI 对静息态网络的全局和局部组织的影响,以及与神经认知和行为功能的相关性。与创伤对照组相比,TBI 患儿表现出异常的全局网络组织,表现为更低的模块性(轻度和中重度 TBI)、更高的小世界性(轻度 TBI)和更低的正相关性(中重度 TBI,ps<.04,Cohen's ds:>.6)。关于局部网络组织,网络中枢纽区域的相对重要性在各组之间没有差异。回归分析显示全局和局部网络参数与神经认知功能(即工作记忆、记忆编码;R=23.3-38.5%)和行为功能(即外化问题,R=36.1%)之间存在关系。研究结果表明 TBI 对全局功能网络组织的影响,以及全局和局部网络组织对儿科 TBI 后长期神经认知和行为结局的相关性。这些结果表明静息态网络组织对儿科 TBI 后结局具有潜在的预后价值。

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