Fractal dimension and white matter changes in multiple sclerosis

被引:83
作者
Esteban, Francisco J.
Sepulcre, Jorge
Velez de Mendizabal, Nieves
Goni, Joaquin
Navas, Juan
Ruiz de Miras, Juan
Bejarano, Bartolome
Masdeu, Jose C.
Villoslada, Pablo
机构
[1] Univ Jaen, Fac Expt & Hlth Sci, Dept Expt Bbiol, Syst Biol & Neurodynam Unit, Jaen 23071, Spain
[2] Univ Navarra, Ctr Appl Med Res, E-31080 Pamplona, Spain
[3] Univ Navarra, Dept Neurol & Neurosurg, E-31080 Pamplona, Spain
[4] Univ Basque Country, Dept Computat Sci & Artificial Intelligence, San Sebastian, Spain
[5] Univ Navarra, Dept Appl Math & Phys, E-31080 Pamplona, Spain
[6] Univ Jaen, Dept Mat, Jaen, Spain
[7] Univ Jaen, Dept Comp Sci, Jaen, Spain
关键词
fractal dimension; multiple sclerosis; normal appearing white matter; image analysis; magnetic resonance imaging;
D O I
10.1016/j.neuroimage.2007.03.057
中图分类号
Q189 [神经科学];
学科分类号
071006 [神经生物学];
摘要
The brain white matter (WM) in multiple sclerosis (MS) suffers visible and non-visible (normal-appearing WM (NAWM)) changes in conventional magnetic resonance (MR) images. The fractal dimension (FD) is a quantitative parameter that characterizes the morphometric variability of a complex object. Our aim was to assess the usefulness of FD analysis in the measurement of WM abnormalities in conventional MR images in patients with MS, particularly to detect NAWM changes. First, we took on a voxel-based morphometry approach optimized for MS to obtain the segmented brain. Then, the FD of the whole grey-white matter interface (WM border) and skeletonized WM was calculated in patients with MS and healthy controls. To assess the FD of the NAWM, we focused our analysis on single sections without lesions at the centrum semiovale level. We found that patients with MS had a significant decrease in the FD of the entire brain WM compared with healthy controls. Such a decrease of the FD was detected not only on MR image sections with MS lesions but also on single sections with NAWM. Taken together, the results showed that FD identifies changes in the brain of patients with MS, including in NAWM, even at an early phase of the disease. Thus, FD might become a useful marker of diffuse damage of the central nervous system in MS. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:543 / 549
页数:7
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