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Network based statistics reveals trophic and neuroprotective effect of early high dose erythropoetin on brain connectivity in very preterm infants

机译:基于网络的统计数据揭示了早产高剂量促红细胞生成素对早产儿脑部连接的营养和神经保护作用

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摘要

Periventricular white matter injury is common in very preterm infants and it is associated with long term neurodevelopmental impairments. While evidence supports the protective effects of erythropoetin (EPO) in preventing injury, we currently lack the complete understanding of how EPO affects the emergence and maturation of anatomical brain connectivity and function. In this case-control study, connectomic analysis based on diffusion MRI tractography was applied to evaluate the effect of early high-dose EPO in preterm infants. A whole brain, network-level analysis revealed a sub-network of anatomical brain connections in which connectivity strengths were significantly stronger in the EPO group. This distributed network comprised connections predominantly in the frontal and temporal lobe bilaterally, and the effect of EPO was focused on peripheral and feeder connections of the core structural connectivity network. EPO resulted in a globally increased clustering coefficient, higher global and average local efficiency, while higher strength and increased clustering was found for regions in the frontal lobe and cingulate gyrus. The connectivity network most affected by the EPO treatment showed a steeper increase graph theoretical measures with age compared to the placebo group. Our results demonstrate a weak but widespread effect of EPO on the structural connectivity network and a possible trophic effect of EPO reflected by increasing network segregation, predominantly in local connections.
机译:脑室白质损伤在早产儿很常见,并且与长期的神经发育障碍有关。尽管有证据支持促红细胞生成素(EPO)在预防损伤中的保护作用,但我们目前仍未完全了解EPO如何影响大脑解剖结构的连通性和功能的出现和成熟。在这项病例对照研究中,基于扩散MRI术式成像的结缔组织分析被用于评估早大剂量EPO的早期效果。整个大脑的网络级分析显示了解剖大脑连接的子网络,其中EPO组的连接强度明显更强。该分布式网络主要包括双边的额叶和颞叶连接,而EPO的作用集中在核心结构连接网络的外围和馈线连接上。 EPO导致了总体上增加的聚类系数,更高的全局和平均局部效率,而额叶和扣带回的区域则发现了更高的强度和更多的聚类。与安慰剂组相比,受EPO治疗影响最大的连通性网络显示了随着年龄增长而增加的理论曲线图。我们的结果表明,EPO对结构连接网络的影响微弱而广泛,而EPO的营养作用可能是由于网络隔离的加剧(主要是在本地连接中)所反映。

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