Onicas Adrian I, Deighton Stephanie, Yeates Keith Owen, Bray Signe, Graff Kirk, Abdeen Nishard, Beauchamp Miriam H, Beaulieu Christian, Bjornson Bruce, Craig William, Dehaes Mathieu, Deschenes Sylvain, Doan Quynh, Freedman Stephen B, Goodyear Bradley G, Gravel Jocelyn, Lebel Catherine, Ledoux Andrée-Anne, Zemek Roger, Ware Ashley L
MoMiLab, IMT School for Advanced Studies Lucca, Lucca, LU, Italy.
Computer Vision Group, Sano Centre for Computational Medicine, Kraków, Poland. Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
J Neurotrauma. 2024 Mar;41(5-6):587-603. doi: 10.1089/neu.2023.0183. Epub 2023 Aug 23.
Advanced magnetic resonance imaging (MRI) techniques indicate that concussion (i.e., mild traumatic brain injury) disrupts brain structure and function in children. However, the functional connectivity of brain regions within global and local networks (i.e., functional connectome) is poorly understood in pediatric concussion. This prospective, longitudinal study addressed this gap using data from the largest neuroimaging study of pediatric concussion to date to study the functional connectome longitudinally after concussion as compared with mild orthopedic injury (OI). Children and adolescents ( = 967) 8-16.99 years with concussion or mild OI were recruited from pediatric emergency departments within 48 h post-injury. Pre-injury and 1-month post-injury symptom ratings were used to classify concussion with or without persistent symptoms based on reliable change. Subjects completed a post-acute (2-33 days) and chronic (3 or 6 months via random assignment) MRI scan. Graph theory metrics were derived from 918 resting-state functional MRI scans in 585 children (386 concussion/199 OI). Linear mixed-effects modeling was performed to assess group differences over time, correcting for multiple comparisons. Relative to OI, the global clustering coefficient was reduced at 3 months post-injury in older children with concussion and in females with concussion and persistent symptoms. Time post-injury and sex moderated group differences in local (regional) network metrics of several brain regions, including degree centrality, efficiency, and clustering coefficient of the angular gyrus, calcarine fissure, cuneus, and inferior occipital, lingual, middle occipital, post-central, and superior occipital gyrus. Relative to OI, degree centrality and nodal efficiency were reduced post-acutely, and nodal efficiency and clustering coefficient were reduced chronically after concussion (i.e., at 3 and 6 months post-injury in females; at 6 months post-injury in males). Functional network alterations were more robust and widespread chronically as opposed to post-acutely after concussion, and varied by sex, age, and symptom recovery at 1-month post-injury. Local network segregation reductions emerged globally (across the whole brain network) in older children and in females with poor recovery chronically after concussion. Reduced functioning between neighboring regions could negatively disrupt specialized information processing. Local network metric alterations were demonstrated in several posterior regions that are involved in vision and attention after concussion relative to OI. This indicates that functioning of superior parietal and occipital regions could be particularly susceptibile to the effects of concussion. Moreover, those regional alterations were especially apparent at later time periods post-injury, emerging after post-concussive symptoms resolved in most and persisted up to 6 months post-injury, and differed by biological sex. This indicates that neurobiological changes continue to occur up to 6 months after pediatric concussion, although changes emerge earlier in females than in males. Changes could reflect neural compensation mechanisms.
先进的磁共振成像(MRI)技术表明,脑震荡(即轻度创伤性脑损伤)会破坏儿童的脑结构和功能。然而,在小儿脑震荡中,全球和局部网络内脑区的功能连接性(即功能连接组)却鲜为人知。这项前瞻性纵向研究利用了迄今为止最大规模的小儿脑震荡神经影像学研究数据,以填补这一空白,研究脑震荡后与轻度骨科损伤(OI)相比的纵向功能连接组。8至16.99岁患有脑震荡或轻度OI的儿童和青少年在受伤后48小时内从儿科急诊科招募。受伤前和受伤后1个月的症状评分用于根据可靠变化对有无持续症状的脑震荡进行分类。受试者完成了急性后期(2至33天)和慢性期(通过随机分配在3或6个月)的MRI扫描。图论指标来自585名儿童(386例脑震荡/199例OI)的918次静息态功能MRI扫描。进行线性混合效应建模以评估随时间的组间差异,并校正多重比较。相对于OI,受伤后3个月,患有脑震荡的大龄儿童以及患有脑震荡且有持续症状的女性的全局聚类系数降低。受伤时间和性别调节了几个脑区局部(区域)网络指标的组间差异,包括角回、距状裂、楔叶以及枕下回、舌回、枕中回、中央后回和枕上回的度中心性、效率和聚类系数。相对于OI,急性后期度中心性和节点效率降低,脑震荡后慢性期(即受伤后3个月和6个月时女性;受伤后6个月时男性)节点效率和聚类系数降低。与脑震荡后的急性后期相比,功能网络改变在慢性期更加强烈和广泛,并且在受伤后1个月因性别、年龄和症状恢复情况而异。在患有脑震荡且恢复不佳的大龄儿童和女性中,局部网络分离减少在全球范围内(整个脑网络)出现。相邻区域之间功能的降低可能会对专门的信息处理产生负面影响。相对于OI,在脑震荡后几个与视觉和注意力有关的后部区域中证实了局部网络指标的改变。这表明顶上叶和枕叶区域的功能可能特别容易受到脑震荡的影响。此外,这些区域改变在受伤后的后期尤其明显,在大多数脑震荡后症状消失后出现,并持续到受伤后6个月,且因生物性别而异。这表明小儿脑震荡后长达6个月神经生物学变化仍在继续发生,尽管女性的变化比男性出现得更早。这些变化可能反映了神经补偿机制。