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Quantitative Tractography Metrics of White Matter Integrity in Diffusion-Tensor MRI

机译:弥散张量磁共振成像中白质完整性的定量术式度量

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摘要

We present new quantitative diffusion-tensor imaging (DTI) tractography-based metrics for assessing cerebral white matter integrity. These metrics extend prior work in this area. Tractography models of cerebral white matter were produced from each subject's DTI data. The models are a set of curves (e.g., “streamtubes”) derived from DTI data that represent the underlying topography of the cerebral white matter. Nine metrics were calculated in whole brain tractography models and in three “tracts-of-interest” (TOI): transcallosal fibers, and the left and right cingulum bundles. The metrics included the number of streamtubes and several metrics based on the summed length of streamtubes in including some that were weighted by scalar anisotropy metrics and normalized for estimated intracranial volume. We then tested whether patients with subcortical ischemic vascular disease (i.e., vascular cognitive impairment or VCI) vs. healthy controls (HC) differed on the metrics. The metrics were significantly lower in the VCI group in whole brain and in transcallosal TOI but not in the left or right cingulum bundles. The metrics correlated significantly with cognitive functions known to be impacted by white matter abnormalities (e.g., processing speed) but not with those more impacted by cortical disease (e.g., naming). These new metrics help bridge the gap between DTI tractography and scalar analytical methods and provide a potential means for examining group differences in white matter integrity in specific tracts-of-interest.
机译:我们提出了新的基于定量弥散张量成像(DTI)影像学的指标,用于评估脑白质完整性。这些指标扩展了该领域的先前工作。从每个受试者的DTI数据生成了脑白质的牵引成像模型。这些模型是从DTI数据中得出的一组曲线(例如“流管”),这些数据代表了脑白质的基本地形。在全脑束成像模型和三个“感兴趣区域”(TOI)中计算了九个指标:经call肌,左右扣带束。度量包括流管的数量和基于流管总长度的几个度量,其中包括一些通过标量各向异性度量加权并针对估计的颅内体积进行标准化的度量。然后,我们测试了皮质下缺血性血管疾病(即血管性认知障碍或VCI)与健康对照组(HC)的患者在指标上是否存在差异。 VCI组的全脑和经皮TOI的指标均显着降低,但左扣带或右扣带束中没有。这些度量与已知受白质异常(例如处理速度)影响的认知功能显着相关,但与皮质疾病(例如命名)影响更大的认知功能没有显着相关性。这些新指标有助于弥合DTI描记法和标量分析方法之间的鸿沟,并提供了一种潜在的手段来检查特定关注领域中白质完整性的群体差异。

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