A method for obtaining tract-specific diffusion tensor MRI measurements in the presence of disease: Application to patients with clinically isolated syndromes suggestive of multiple sclerosis

被引:142
作者
Pagani, E
Filippi, M
Rocca, MA
Horsfield, MA
机构
[1] Inst Sci, Dept Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
[2] Univ Osped San Raffaele, I-20132 Milan, Italy
[3] Univ Leicester, Dept Cardiovasc Sci, Leicester, Leics, England
关键词
multiple sclerosis; diffusion tensor; pyramidal tract; tractography;
D O I
10.1016/j.neuroimage.2005.01.008
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The aim of this study was to investigate whether neurological symptoms related to a specific axonal fiber tract in brain white matter were associated with a higher degree of tissue damage in that region, in patients at presentation with clinically isolated syndromes (CIS) suggestive of multiple sclerosis. To this end, a magnetic resonance imaging (MRI) method to segment and evaluate the fiber bundle of interest was implemented, taking care to circumvent the problems caused by pathology. Diffusion tensor (DT) MRI tractography was used to construct, from healthy volunteer data, a probability map for the pyramidal tract (PYT), and this map was applied to patients to calculate DT-derived metrics inside the PYT. In CIS patients with clinical symptoms related to motor function, the DT-derived mean diffusivity and the lesion volume in the PYT were found to be increased, while the fractional anisotropy was no different, when compared to those patients without motor symptoms. These results may be explained by several microstructural changes in the damaged tissue, such as changes in the permeability of axonal cell membranes, decreases of axonal density and edema. The approach taken to analyze a specific fiber tract was possible because the axons in the tract have a high orientational coherence, allowing tissue structure changes to be isolated from the tissue architecture. Its extension to other white matter fiber bundles is therefore limited to bundles with high orientational coherence. (c) 2005 Elsevier Inc. All rights reserved.
引用
收藏
页码:258 / 265
页数:8
相关论文
共 46 条
  • [1] Spatial transformations of diffusion tensor magnetic resonance images
    Alexander, DC
    Pierpaoli, C
    Basser, PJ
    Gee, JC
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (11) : 1131 - 1139
  • [2] Theoretical analysis of the effects of noise on diffusion tensor imaging
    Anderson, AW
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2001, 46 (06) : 1174 - 1188
  • [3] [Anonymous], VTK CISG REGISTRATIO
  • [4] MAGNETIC-RESONANCE RELAXATION-TIME MAPPING IN MULTIPLE-SCLEROSIS - NORMAL APPEARING WHITE-MATTER AND THE INVISIBLE LESION LOAD
    BARBOSA, S
    BLUMHARDT, LD
    ROBERTS, N
    LOCK, T
    EDWARDS, RHT
    [J]. MAGNETIC RESONANCE IMAGING, 1994, 12 (01) : 33 - 42
  • [5] BASSER P, 1996, J MAGN RESON SER B, V11, P209
  • [6] Basser PJ, 2000, MAGNET RESON MED, V44, P625, DOI 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO
  • [7] 2-O
  • [8] Dealing with uncertainty in diffusion tensor MR data
    Basser, PJ
    Pajevic, S
    [J]. ISRAEL JOURNAL OF CHEMISTRY, 2003, 43 (1-2) : 129 - 144
  • [9] MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING
    BASSER, PJ
    MATTIELLO, J
    LEBIHAN, D
    [J]. BIOPHYSICAL JOURNAL, 1994, 66 (01) : 259 - 267
  • [10] ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO
    BASSER, PJ
    MATTIELLO, J
    LEBIHAN, D
    [J]. JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03): : 247 - 254