Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX 75390-8542, USA.
Neuroimage. 2012 Sep;62(3):1705-16. doi: 10.1016/j.neuroimage.2012.05.082. Epub 2012 Jun 6.
Accurately measuring the cortical mean diffusivity (MD) derived from diffusion tensor imaging (DTI) at the comprehensive lobe, gyral and voxel level of young, elderly healthy brains and those with Alzheimer's disease (AD) may provide insights on heterogeneous cortical microstructural changes caused by aging and AD. Due to partial volume effects (PVE), the measurement of cortical MD is overestimated with contamination of cerebrospinal fluid (CSF). The bias is especially severe for aging and AD brains because of significant cortical thinning of these brains. In this study, we aimed to quantitatively characterize the unbiased regional cortical MD changes due to aging and AD and delineate the effects of cortical thinning of elderly healthy and AD groups on MD measurements. DTI and T1-weighted images of 14 young, 15 elderly healthy subjects and 17 AD patients were acquired. With the parcellated cortical gyri and lobes from T1 weighted image transformed to DTI, regional cortical MD of all subjects before and after PVE correction were measured. CSF contamination model was used to correct bias of MD caused by PVE. Compared to cortical MD of young group, significant increases of corrected MD for elderly healthy and AD groups were found only in frontal and limbic regions, respectively, while there were significant increases of uncorrected MD all over the cortex. Uncorrected MD are significantly higher in limbic and temporal gyri in AD group, compared to those in elderly healthy group but higher MD only remained in limbic gyri after PVE correction. Cortical thickness was also measured for all groups. The correlation slopes between cortical MD and thickness for elderly healthy and AD groups were significantly decreased after PVE correction compared to before correction while no significant change of correlation slope was detected for young group. It suggests that the cortical thinning in elderly healthy and AD groups is a significant contributor to the bias of uncorrected cortical MD measurement. The established comprehensive unbiased cortical MD profiles of young, elderly healthy subjects and AD patients at the lobe, gyral and voxel level may serve as clinical references for cortical microstructure.
准确测量来自弥散张量成像(DTI)的大脑综合叶、回和体素水平的皮质平均弥散度(MD),可以深入了解老化和阿尔茨海默病(AD)引起的皮质微观结构的异质性变化。由于部分容积效应(PVE),用脑脊液(CSF)污染来高估皮质 MD 的测量值。对于老年健康和 AD 大脑,由于这些大脑的皮质变薄,偏差尤其严重。在这项研究中,我们旨在定量描述由于老化和 AD 导致的无偏皮质 MD 变化,并描绘老年健康和 AD 组的皮质变薄对 MD 测量的影响。获取了 14 名年轻、15 名老年健康受试者和 17 名 AD 患者的 DTI 和 T1 加权图像。利用 T1 加权图像转化的皮质回和叶的分割,测量了所有受试者 PVE 校正前后的皮质 MD。使用 CSF 污染模型来校正 PVE 引起的 MD 偏差。与年轻组的皮质 MD 相比,仅在额叶和边缘区域发现老年健康组和 AD 组的校正 MD 显著增加,而在整个皮质区域均发现未校正 MD 显著增加。与老年健康组相比,AD 组的边缘和颞叶回的未校正 MD 明显更高,但在 PVE 校正后,仅在边缘回中保留了更高的 MD。还测量了所有组的皮质厚度。与校正前相比,校正后老年健康组和 AD 组的皮质 MD 与厚度之间的相关斜率显著降低,而年轻组的相关斜率没有显著变化。这表明老年健康组和 AD 组的皮质变薄是未校正皮质 MD 测量偏差的一个重要因素。在叶、回和体素水平上建立的年轻、老年健康受试者和 AD 患者的综合无偏皮质 MD 图谱,可为皮质微观结构提供临床参考。