Lee Chu-Yu, Tabesh Ali, Nesland Travis, Jensen Jens H, Helpern Joseph A, Spampinato Maria V, Bonilha Leonardo
Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC, USA; Center for Biomedical Imaging, Medical University of South Carolina, Charleston, SC, USA.
Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC, USA; Center for Biomedical Imaging, Medical University of South Carolina, Charleston, SC, USA; Department of Neurology, Comprehensive Epilepsy Center, Medical University of South Carolina, Charleston, SC, USA.
Brain Res. 2014 Nov 7;1588:73-80. doi: 10.1016/j.brainres.2014.09.002. Epub 2014 Sep 17.
Structural asymmetry of whole brain white matter (WM) pathways, i.e., the connectome, has been demonstrated using fiber tractography based on diffusion tensor imaging (DTI). However, DTI-based tractography fails to resolve axonal fiber bundles that intersect within an imaging voxel, and therefore may not fully characterize the extent of asymmetry. The goal of this study was to assess structural asymmetry with tractography based on diffusional kurtosis imaging (DKI), which improves upon DTI-based tractography by delineating intravoxel crossing fibers. DKI images were obtained from 42 healthy subjects. By using automatic segmentation, gray matter (GM) was parcellated into anatomically defined regions of interest (ROIs). WM pathways were reconstructed with both DKI- and DTI-based tractography. The connectivity between the ROIs was quantified with the streamlines connecting the ROIs. The asymmetry index (AI) was utilized to quantify hemispheric differences in the connectivity of cortical ROIs and of links interconnecting cortical ROIs. Our results demonstrated that leftward asymmetrical ROIs and links were observed in frontal, parietal, temporal lobes, and insula. Rightward asymmetrical ROI and links were observed in superior frontal lobe, cingulate cortex, fusiform, putamen, and medial temporal lobe. Interestingly, these observed structural asymmetries were incompletely identified with DTI-based tractography. These results suggest that DKI-based tractography can improve the identification of asymmetrical connectivity patterns, thereby serving as an additional tool in the evaluation of the structural bases of functional lateralization.
基于扩散张量成像(DTI)的纤维束成像已证实全脑白质(WM)通路即连接组存在结构不对称性。然而,基于DTI的纤维束成像无法分辨成像体素内交叉的轴突纤维束,因此可能无法完全表征不对称程度。本研究的目的是使用基于扩散峰度成像(DKI)的纤维束成像评估结构不对称性,该方法通过描绘体素内交叉纤维改进了基于DTI的纤维束成像。从42名健康受试者获取了DKI图像。通过自动分割,将灰质(GM)分割为解剖学定义的感兴趣区域(ROI)。使用基于DKI和DTI的纤维束成像重建WM通路。用连接ROI的流线量化ROI之间的连通性。利用不对称指数(AI)量化皮质ROI以及连接皮质ROI的链接在连通性上的半球差异。我们的结果表明,在额叶、顶叶、颞叶和岛叶观察到向左的不对称ROI和链接。在额上叶、扣带回皮质、梭状回、壳核和颞叶内侧观察到向右的不对称ROI和链接。有趣的是,基于DTI的纤维束成像未完全识别出这些观察到的结构不对称性。这些结果表明,基于DKI的纤维束成像可改善对不对称连通性模式的识别,从而作为评估功能偏侧化结构基础的一种额外工具。