Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Hum Brain Mapp. 2009 Nov;30(11):3812-25. doi: 10.1002/hbm.20809.
Diffusion tensor imaging (DTI) and fiber tractography are useful tools for reconstructing white matter tracts (WMT) in the brain. Previous tractography studies have sought to segment reconstructed WMT into anatomical structures using several approaches, but quantification has been limited to extracting mean values of diffusion indices. Delineating WMT in schizophrenia is of particular interest because schizophrenia has been hypothesized to be a disorder of disrupted connectivity, especially between frontal and temporal regions of the brain. In this study, we aim to differentiate diffusion properties of thalamo-frontal pathways in schizophrenia from normal controls. We present a quantitative group comparison method, which combines the strengths of both tractography-based and voxel-based studies. Our algorithm extracts white matter pathways using whole brain tractography. Functionally relevant bundles are selected and parsed from the resulting set of tracts, using an internal capsule (IC) region of interest (ROI) as "source", and different Brodmann area (BA) ROIs as "targets". The resulting bundles are then longitudinally parameterized so that diffusion properties can be measured and compared along the WMT. Using this processing pipeline, we were able to find altered diffusion properties in male patients with chronic schizophrenia in terms of fractional anisotropy (FA) decreases and mean diffusivity (MD) increases in precise and functionally relevant locations. These findings suggest that our method can enhance the regional and functional specificity of DTI group studies, thus improving our understanding of brain function.
弥散张量成像(DTI)和纤维束追踪是重建大脑白质束(WMT)的有用工具。以前的束追踪研究试图使用几种方法将重建的 WMT 分割成解剖结构,但定量仅限于提取扩散指数的平均值。在精神分裂症中描绘 WMT 特别有趣,因为精神分裂症被假设为一种连接中断的疾病,尤其是大脑额叶和颞叶区域之间的连接。在这项研究中,我们旨在区分精神分裂症患者和正常对照组的丘脑-额叶通路的扩散特性。我们提出了一种定量组比较方法,该方法结合了基于束追踪和基于体素的研究的优势。我们的算法使用全脑束追踪提取白质通路。使用内囊(IC)感兴趣区(ROI)作为“源”,并使用不同的布罗德曼区(BA)ROI 作为“目标”,从所得束集中选择和解析与功能相关的束。然后对所得束进行纵向参数化,以便可以沿 WMT 测量和比较扩散特性。使用这种处理管道,我们能够在慢性精神分裂症男性患者中发现精确和功能相关位置的各向异性分数(FA)降低和平均扩散率(MD)增加的扩散特性改变。这些发现表明,我们的方法可以增强 DTI 组研究的区域和功能特异性,从而提高我们对大脑功能的理解。