Comparison of fiber tracts derived from in-vivo DTI tractography with 3D histological neural tract tracer reconstruction on a macaque brain

被引:175
作者
Dauguet, Julien [1 ]
Peled, Sharon
Berezovskii, Vladimir
Delzescaux, Thierry
Warfield, Simon K.
Born, Richard
Westin, Carl-Fredrik
机构
[1] Harvard Univ, Brigham & Womens Hosp, Childrens Hosp, Sch Med,Computat Radiol Lab, Boston, MA 02115 USA
[2] Harvard Ctr Neurodegenerat & Repair, Boston, MA USA
[3] Harvard Univ, Sch Med, Dept Neurobiol, Boston, MA 02115 USA
[4] CEA, Serv Hosp Frederic Joliot, F-91406 Orsay, France
[5] Harvard Univ, Brigham & Womens Hosp, Sch Med, Lab Math Imaging, Boston, MA 02115 USA
关键词
neural tracer; DTI tractography; histology; 3D reconstruction;
D O I
10.1016/j.neuroimage.2007.04.067
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Since the introduction of diffusion weighted imaging (DWI) as a method for examining neural connectivity, its accuracy has not been formally evaluated. In this study, we directly compared connections that were visualized using injected neural tract tracers (WGA-HRP) with those obtained using in-vivo diffusion tensor imaging (DTI) tractography. First, we injected the tracer at multiple sites in the brain of a macaque monkey; second, we reconstructed the histological sections of the labeled fiber tracts in 31); third, we segmented and registered the fibers (somatosensory and motor tracts) with the anatomical in-vivo MRI from the same animal; and last, we conducted fiber tracing along the same pathways on the DTI data using a classical diffusion tracing technique with the injection sites as seeds. To evaluate the performance of DTI fiber tracing, we compared the fibers derived from the DTI tractography with those segmented from the histology. We also studied the influence of the parameters controlling the tractography by comparing Dice superimposition coefficients between histology and DTI segmentations. While there was generally good visual agreement between the two methods, our quantitative comparisons reveal certain limitations of DTI tractography, particularly for regions at remote locations from seeds. We have thus demonstrated the importance of appropriate settings for realistic tractography results. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:530 / 538
页数:9
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