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PNAS Plus: Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging

机译:PNAS Plus:具有扩散峰度和张量成像的早产儿大脑皮层微结构成熟

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摘要

During the third trimester, the human brain undergoes rapid cellular and molecular processes that reshape the structural architecture of the cerebral cortex. Knowledge of cortical differentiation obtained predominantly from histological studies is limited in localized and small cortical regions. How cortical microstructure is differentiated across cortical regions in this critical period is unknown. In this study, the cortical microstructural architecture across the entire cortex was delineated with non-Gaussian diffusion kurtosis imaging as well as conventional diffusion tensor imaging of 89 preterm neonates aged 31–42 postmenstrual weeks. The temporal changes of cortical mean kurtosis (MK) or fractional anisotropy (FA) were heterogeneous across the cortical regions. Cortical MK decreases were observed throughout the studied age period, while cortical FA decrease reached its plateau around 37 weeks. More rapid decreases in MK were found in the primary visual region, while faster FA declines were observed in the prefrontal cortex. We found that distinctive cortical microstructural changes were coupled with microstructural maturation of associated white matter tracts. Both cortical MK and FA measurements predicted the postmenstrual age of preterm infants accurately. This study revealed a differential 4D spatiotemporal cytoarchitectural signature inferred by non-Gaussian diffusion barriers inside the cortical plate during the third trimester. The cytoarchitectural processes, including dendritic arborization and neuronal density decreases, were inferred by regional cortical FA and MK measurements. The presented findings suggest that cortical MK and FA measurements could be used as effective imaging markers for cortical microstructural changes in typical and potentially atypical brain development.
机译:在孕晚期,人脑经历了快速的细胞和分子过程,从而改变了大脑皮层的结构。在局部和较小的皮质区域中,主要从组织学研究中获得的皮质分化知识有限。在这个关键时期,如何区分不同区域的皮质微结构。在这项研究中,通过非高斯扩散峰度成像以及经期后31-42岁的89名早产儿的常规扩散张量成像,描绘了整个皮质的皮质微结构结构。整个皮质区域的皮质平均峰度(MK)或分数各向异性(FA)的时间变化是异质的。在研究的整个年龄段观察到皮质MK降低,而皮质FA降低则在37周左右达到其平台期。在主要视觉区域发现MK下降更快,而在前额叶皮层观察到FA下降更快。我们发现独特的皮质微结构变化与相关的白质束的微结构成熟相结合。皮质MK和FA测量均可准确预测早产儿的月经后年龄。这项研究揭示了在晚期妊娠期间,皮质板内部的非高斯扩散障碍可以推断出不同的4D时空细胞结构特征。通过区域皮层FA和MK测量可推断出细胞结构过程,包括树突状乔化和神经元密度降低。提出的发现表明,皮层MK和FA测量可以用作典型和潜在的非典型脑发育中皮层微结构变化的有效成像标记。

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