Diffusion tensor MRI as a diagnostic tool of upper motor neuron involvement in amyotrophic lateral sclerosis
Introduction
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disorder primarily involving motor neurons in the cerebral cortex, brainstem and spinal cord [1]. A diagnosis of ALS requires a history of progressive weakness with evidence of both upper motor neuron (UMN) and lower motor neuron (LMN) dysfunction. However, whereas the presence of clinical and subclinical LMN signs can be demonstrated by electromyography, there is no widely accepted objective marker for UMN involvement in ALS. Moreover, the clinical evaluation of UMN dysfunction in ALS is often difficult, particularly early in the course of the disease or when LMN dysfunction is very prominent. For these reasons, the availability of a sensitive diagnostic procedure to objectively document the presence of UMN degeneration would be useful in clinical practice and for therapeutic trials.
Diffusion-weighted MRI (DWI) is increasingly being used to investigate the diffusion properties of tissue water in vivo [2]. By acquiring images with diffusion gradients oriented in multiple or at least six noncollinear directions, diffusion tensor MR imaging (DTI) can provide unique information on axonal organization by measuring diffusion anisotropy and directionally independent diffusion [3], [4]. This technique is of particular interest to those wishing to study the integrity of white matter fiber tracts [5], and it could be a useful modality for documenting and monitoring pyramidal tract pathology in ALS. In the first study of DTI in ALS, Ellis et al. [6] demonstrated that diffusion anisotropy was reduced along the corticospinal tracts, and that mean diffusivity (MD) was increased in ALS patients versus normal controls. However, they measured diffusion properties only in the supratentorial corticospinal tracts, incorporating the posterior limb of the internal capsule. In addition, recently, diffusion anisotropy has been reported to be highly variable and to depend on local architectural features of the tissues under investigations even within pyramidal tracts [7], [8]. These facts, however, have not been adequately addressed, which might result in erroneous interpretations of DTI results.
The purpose of this study was to assess water diffusion changes along the pyramidal tracts of the brainstem in ALS patients. We employed quantitative measurements of mean diffusivity (MD) and fractional anisotropy (FA) from the diffusion tensor MR images. We also investigated the possibility of correlations between changes in diffusion properties and various clinical parameters, including onset region, the level of diagnostic certainty, symptom severity, disease duration and the clinical extent of UMN signs.
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Subjects
We investigated 16 ALS patients; their diagnoses were established according to the criteria of El Escorial in the revised form of Airlie House [9]. At the time of the investigation, four patients had definite ALS, six probable ALS and six probable ALS laboratory supported. For statistical evaluation, we scored “definite” as “3,” “probable” as “2” and “probable-laboratory supported” as “1.” Patients with hypertension, diabetes mellitus, a history of cerebrovascular disease or other neurological
FA and MD along the pyramidal tract in the brainstem
Mean FA values and standard deviations (S.D.) for the patient and control groups are shown in Fig. 2A, and mean MD and its S.D. in Fig. 2B. These values were obtained by averaging all voxels within each ROI. By multifactorial ANOVA, the effects of subject group and anatomical level on the diffusion parameters were significant (p<0.001 for both FA and MD), whereas the effect of sidedness and interactions between factors (group by side and group by anatomical level) were not (p>0.05). The FA
Discussion
We investigated water diffusion changes in ALS, and multifactorial ANOVA revealed that overall diffusivity and diffusion anisotropy are significantly altered in the pyramidal tracts in ALS patients versus normal controls. Ellis et al. [6] showed the similar changes of the diffusion properties in the supratentorial corticospinal tracts, and we confirmed this finding in the brainstem.
The interpretation of the DTI results, however, is not simple. Subsequent analysis at each anatomical level
Acknowledgements
This study was supported by a grant for “Development of New Medical Imaging Techniques in Radiation and Radioisotope” from the Mid and Long Term Nuclear R/D Program of the Korean Ministry of Science and Technology.
References (15)
- et al.
Estimation of the effective self-diffusion tensor from the NMR spin echo
J. Magn. Reson.
(1994) - et al.
Visualizing and characterizing white matter fiber structure and architecture in the human pyramidal tract using diffusion tensor MRI
Magn. Reson. Imaging
(1999) - et al.
Water diffusion changes in Wallerian degeneration and their dependence on white matter architecture
NeuroImage
(2001) - et al.
Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI
J. Magn. Reson., Ser. B
(1996) Clinical features and diagnosis of amyotrophic lateral sclerosis
Looking into the functional architecture of the brain with diffusion MRI
Nat. Rev., Neurosci.
(2003)- et al.
Diffusion tensor echo-planar imaging of human brain
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Drs. Hong and Lee have equally contributed to this study.