Spencer Arthur P C, Goodfellow Marc, Chakkarapani Ela, Brooks Jonathan C W
Clinical Research and Imaging Centre, University of Bristol, Bristol BS2 8DX, UK.
Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 1TH, UK.
Brain Commun. 2024 Apr 29;6(3):fcae154. doi: 10.1093/braincomms/fcae154. eCollection 2024.
Therapeutic hypothermia improves outcomes following neonatal hypoxic-ischaemic encephalopathy, reducing cases of death and severe disability such as cerebral palsy compared with normothermia management. However, when cooled children reach early school-age, they have cognitive and motor impairments which are associated with underlying alterations to brain structure and white matter connectivity. It is unknown whether these differences in structural connectivity are associated with differences in functional connectivity between cooled children and healthy controls. Resting-state functional MRI has been used to characterize static and dynamic functional connectivity in children, both with typical development and those with neurodevelopmental disorders. Previous studies of resting-state brain networks in children with hypoxic-ischaemic encephalopathy have focussed on the neonatal period. In this study, we used resting-state fMRI to investigate static and dynamic functional connectivity in children aged 6-8 years who were cooled for neonatal hypoxic-ischaemic without cerebral palsy [ = 22, median age (interquartile range) 7.08 (6.85-7.52) years] and healthy controls matched for age, sex and socioeconomic status [ = 20, median age (interquartile range) 6.75 (6.48-7.25) years]. Using group independent component analysis, we identified 31 intrinsic functional connectivity networks consistent with those previously reported in children and adults. We found no case-control differences in the spatial maps of these intrinsic connectivity networks. We constructed subject-specific static functional connectivity networks by measuring pairwise Pearson correlations between component time courses and found no case-control differences in functional connectivity after false discovery rate correction. To study the time-varying organization of resting-state networks, we used sliding window correlations and deep clustering to investigate dynamic functional connectivity characteristics. We found = 4 repetitively occurring functional connectivity states, which exhibited no case-control differences in dwell time, fractional occupancy or state functional connectivity matrices. In this small cohort, the spatiotemporal characteristics of resting-state brain networks in cooled children without severe disability were too subtle to be differentiated from healthy controls at early school-age, despite underlying differences in brain structure and white matter connectivity, possibly reflecting a level of recovery of healthy resting-state brain function. To our knowledge, this is the first study to investigate resting-state functional connectivity in children with hypoxic-ischaemic encephalopathy beyond the neonatal period and the first to investigate dynamic functional connectivity in any children with hypoxic-ischaemic encephalopathy.
治疗性低温可改善新生儿缺氧缺血性脑病后的预后,与常温管理相比,可减少死亡病例和严重残疾(如脑瘫)的发生。然而,当接受降温治疗的儿童到了学龄早期,他们会出现认知和运动障碍,这与脑结构和白质连接的潜在改变有关。尚不清楚这些结构连接的差异是否与接受降温治疗的儿童和健康对照之间的功能连接差异相关。静息态功能磁共振成像已被用于描述儿童(包括发育正常的儿童和患有神经发育障碍的儿童)的静态和动态功能连接。以往关于缺氧缺血性脑病患儿静息态脑网络的研究主要集中在新生儿期。在本研究中,我们使用静息态功能磁共振成像来研究6至8岁因新生儿缺氧缺血而接受降温治疗且无脑瘫的儿童(n = 22,中位年龄(四分位间距)7.08(6.85 - 7.52)岁)以及年龄、性别和社会经济地位相匹配的健康对照(n = 20,中位年龄(四分位间距)6.75(6.48 - 7.25)岁) 的静态和动态功能连接。通过组独立成分分析,我们识别出31个内在功能连接网络,与之前在儿童和成人中报道的一致。我们发现这些内在连接网络的空间图谱在病例组和对照组之间没有差异。我们通过测量成分时间序列之间的成对皮尔逊相关性构建了受试者特异性的静态功能连接网络,在错误发现率校正后,发现功能连接在病例组和对照组之间没有差异。为了研究静息态网络随时间变化的组织情况,我们使用滑动窗口相关性和深度聚类来研究动态功能连接特征。我们发现了4种反复出现的功能连接状态,其在停留时间、占用分数或状态功能连接矩阵方面在病例组和对照组之间没有差异。在这个小队列中,尽管脑结构和白质连接存在潜在差异,但在学龄早期,没有严重残疾的接受降温治疗的儿童静息态脑网络的时空特征过于细微,无法与健康对照区分开来,这可能反映了健康静息态脑功能的一定程度的恢复。据我们所知,这是第一项研究新生儿期后缺氧缺血性脑病患儿静息态功能连接的研究,也是第一项研究任何缺氧缺血性脑病患儿动态功能连接的研究。