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Cerebral maturation in the early preterm period-A magnetization transfer and diffusion tensor imaging study using voxel-based analysis

机译:早产期的大脑成熟-基于体素的磁化转移和扩散张量成像研究

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The magnetization transfer ratio (MTR) and diffusion tensor imaging (DTI) correlates of early brain development were examined in cohort of 18 very preterm neonates (27-31 gestational weeks) presenting with normal radiological findings scanned within 2 weeks after birth (28-32 gestational weeks). A combination of non-linear image registration, tissue segmentation, and voxel-wise regression was used to map the age dependent changes in MTR and DTI-derived parameters in 3D across the brain based on the cross-sectional in vivo preterm data. The regression coefficient maps obtained differed between brain regions and between the different quantitative MRI indices. Significant linear increases as well as decreases in MTR and DTI-derived parameters were observed throughout the preterm brain. In particular, the lamination pattern in the cerebral wall was evident on parametric and regression coefficient maps. The frontal white matter area (subplate and intermediate zone) demonstrated a linear decrease in MTR. While the intermediate zone showed an unexpected decrease in fractional anisotropy (FA) with age, with this decrease (and the increase in mean diffusivity (MD)) driven primarily by an increase in radial diffusivity (RD) values, the subplate showed no change in FA (and an increase in MD). The latter was the result of a concomitant similar increase in axial diffusivity (AD) and RD values. Interpreting the in vivo results in terms of available histological data, we present a biophysical model that describes the relation between various microstructural changes measured by complementary quantitative methods available on clinical scanners and a range of maturational processes in brain tissue. (C) 2015 Elsevier Inc. All rights reserved.
机译:在18例早产新生儿(妊娠27-31周)中检查了早期大脑发育的磁化传递比(MTR)和弥散张量成像(DTI)的相关性,这些新生儿在出生后2周内扫描了正常的放射学发现(28-32)孕周)。非线性图像配准,组织分割和体素回归的组合用于根据体内早产横断面数据在全脑中绘制3D中MTR和DTI衍生参数的年龄依赖性变化。获得的回归系数图在大脑区域之间以及不同的定量MRI指数之间有所不同。在整个早产儿大脑中观察到线性显着增加以及MTR和DTI衍生参数降低。特别是,在参数和回归系数图上,脑壁的分层模式很明显。额叶白质区(亚板和中间区)的MTR呈线性下降。尽管中间区域显示出随时间变化的分数各向异性(FA)出乎意料的下降,但这种下降(以及平均扩散率(MD)的增加)主要是由径向扩散率(RD)值的增加引起的,而副板在FA(以及MD的增加)。后者是轴向扩散率(AD)和RD值同时增加的结果。根据可用的组织学数据解释体内结果,我们提出了一种生物物理模型,该模型描述了通过临床扫描仪上可用的互补定量方法测得的各种微结构变化与脑组织中一系列成熟过程之间的关系。 (C)2015 Elsevier Inc.保留所有权利。

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