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Construction of a stereotaxic DTI atlas with full diffusion tensor information for studying white matter maturation from childhood to adolescence using tractography‐based segmentations

机译:构造具有完全扩散张量信息的立体定向DTI地图集以使用基于影像学的分割方法研究从童年到青春期的白质成熟

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摘要

Reconstruction of white matter (WM) fiber tracts based on diffusion tensor imaging (DTI) is increasingly being used in clinical and research settings to study normal and pathological WM tissue as well as the maturation of this WM tissue. Such fiber tracking (FT) methodology, however, is highly dependent on the manual delineation of anatomical landmarks and the algorithm settings, often rendering the reproducibility and reliability questionable. Predefining these regions of interest on a fractional anisotropy (FA) atlas in standard space has already been shown to improve the reliability of FT results. In this paper, we constructed a new DTI atlas, which contains the complete diffusion tensor information in ICBM152 coordinates. From this high‐dimensional DTI atlas, and using robust FT protocols, we reconstructed a large number of WM tracts. Subsequently, we created tract masks from these fiber tract bundles and evaluated the atlas framework by comparing the reproducibility of the results obtained from our standardized tract masks with regions‐of‐interest labels from the conventional FA‐based WM atlas. Finally, we assessed laterality and age‐related WM changes in 42 normal subjects aged 0 to 18 years using these tractography‐derived tract segmentations. In agreement with previous literature, we observed an FA increase with age, which was mainly due to the decrease of perpendicular diffusivity. In addition, major functional pathways in the language, motor, and limbic system, showed a significant asymmetry in terms of the observed diffusion metrics. Hum Brain Mapp, 2010. © 2009 Wiley‐Liss, Inc.
机译:基于扩散张量成像(DTI)的白质(WM)纤维束的重建越来越多地用于临床和研究环境中,以研究正常和病理性WM组织以及该WM组织的成熟度。但是,这种纤维跟踪(FT)方法高度依赖于解剖标志的手动描绘和算法设置,通常使可重复性和可靠性令人怀疑。在标准空间中的分数各向异性(FA)地图集上预定义这些感兴趣的区域已经显示出可以提高FT结果的可靠性。在本文中,我们构建了一个新的DTI地图集,其中包含ICBM152坐标中的完整扩散张量信息。从此高维DTI地图集,并使用可靠的FT协议,我们重建了大量WM区域。随后,我们从这些纤维束束中创建了通道蒙版,并通过比较从标准化通道蒙版获得的结果与常规基于FA的WM图集的目标区域标签的可重复性,评估了图集框架。最后,我们使用这些由影像学得出的道段分割法评估了42位0至18岁的正常受试者的偏侧性和与年龄相关的WM变化。与以前的文献一致,我们观察到FA随着年龄的增长而增加,这主要是由于垂直扩散系数的降低。另外,就观察到的扩散指标而言,语言,运动和边缘系统中的主要功能途径表现出明显的不对称性。嗡嗡声脑图,2010年。©2009 Wiley-Liss,Inc.

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