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Neuroradiology |
1 From the Departments of Neuroscience (M.C., G.S., A.D.C., L.M.) and Radiology (G.L., M.C.M., C.B.), University of Pisa, via Roma 67, 56100 Pisa, Italy; and Units of Neuroradiology (M.C.) and Medical Physics (M.G.), S. Chiara Hospital, Pisa, Italy. From the 2004 RSNA Annual Meeting. Received August 31, 2004; revision requested November 5; revision received December 3; accepted January 17, 2005. Address correspondence to M.C. (e-mail: mircocosottini{at}libero.it).
| ABSTRACT |
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MATERIALS AND METHODS: This study had institutional review board approval, and written informed consent was obtained from all subjects. Eight male patients with PMA (mean age, 63 years ± 13 [standard deviation]), eighteen patients with ALS (14 men and four women; mean age, 64 years ± 7), and twelve control subjects (four men and eight women; mean age, 65 years ± 6) underwent diffusion-tensor MR imaging at which 25 spin-echo echo-planar imaging diffusion-weighted images (b = 1000 sec/mm2) were acquired along noncollinear directions. MD and FA were measured along the corticospinal tracts in each patient and subject. Changes in diffusion along and orthogonal to fiber bundles in patients were evaluated by using diffusion-tensor eigenvalues. Differences in diffusion-tensor imaging indexes between patients with PMA and those with ALS, as compared with these indexes in control subjects, were evaluated with Mann-Whitney testing. Correlations between diffusion-tensor imaging indexes and clinical variables were estimated with Pearson and Spearman rank correlation testing.
RESULTS: As compared with MD (697.1 x 106 mm2/sec ± 28.1) and FA (0.585 ± 0.032) in control subjects, MD was typically significantly increased (734.7 x 106 mm2/sec ± 41.2, P = .035) and FA significantly decreased (0.534 ± 0.053, P = .037) along the corticospinal tracts in patients with ALS, while these parameters showed no significant change in patients with PMA (MD, 707.0 x 106 mm2/sec ± 44.2; FA, 0.559 ± 0.028). Estimation of diffusion-tensor eigenvalues revealed normal diffusion along fiber tracts in all patients, while diffusion was increased orthogonal to fiber tracts only in patients with typical ALS. In patients with ALS, MD correlated with disease duration while FA correlated with disease severity.
CONCLUSION: Diffusion-tensor MR imaging reveals corticospinal tract impairment in ALS but not in PMA.
© RSNA, 2005
| INTRODUCTION |
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Progressive muscular atrophy (PMA) is a rare form of motor neuron disease characterized by weakness and wasting of muscles of the limbs or trunk without evidence of upper motor neuron dysfunction (2). Its nosologic importance with respect to typical ALS is uncertain, and whether and when signs of upper motor neuron involvement will develop further along in the course of PMA cannot be predicted. However, the correct detection of cases of PMA can be worthwhile because disease progression is usually slower and the prognosis more benign with PMA than with typical ALS. Although the lower motor neurons can easily be investigated with electromyography (3), the ascertainment of marked upper motor neuron dysfunction is not easy with current diagnostic tools and often rests strictly on clinical findings.
Neuroimaging is used in ALS to rule out other diagnostic possibilities but does not contribute to enhancing the likelihood of the diagnosis (4). Brain magnetic resonance (MR) imaging has limited value in the diagnostic workup of ALS (5) because of its low sensitivity in the detection of corticospinal tract degeneration, although changes in signal intensity along the internal capsule or primary motor cortex have been observed with use of various MR imaging sequences (69). MR spectroscopy has been shown to reveal a reduced concentration of the neuronal marker metabolite N-acetylaspartate in the motor cortex of patients with ALS. Nevertheless, spectroscopic methods need to be better standardized for routine clinical evaluation of patients with ALS (10), especially given the advent of absolute metabolite quantification and high-field-strength MR spectroscopic techniques that may overcome some previous limitations of MR spectroscopy (eg, low sensitivity in the early stages of the disease [11,12] and low specificity).
Diffusion-tensor imaging is an MR imaging technique that is sensitized to the diffusive properties of water molecules (13) and offers the possibility of detecting brain injuries earlier than they can be detected with conventional imaging methods (14). Potential clinical applications of diffusion-tensor MR imaging arise from the principle that, during their random diffusion-driven displacements, water molecules probe tissue structures at a microscopic scale that is well beyond the usual image resolution (15). Water diffusion, a three-dimensional process that is not the same in all directions in an anisotropic tissue like brain white matter (16), is fully expressed by means of the effective symmetric diffusion tensor D (17).
Diffusion-tensor imaging involves the MR measurement of the diffusion tensor D and the analysis and display of the information that it contains (18). Diffusion-tensor imaging enables the measurement of the magnitude and directionality of water diffusion. Diffusion-tensor diagonalization yields eigenvectors and eigenvalues (
1,
2, and
3) that represent the main diffusion directions and associated diffusivities of water molecules (19). In white-matter fibers, the eigenvector associated with the largest eigenvalue (
1) indicates the direction of the fastest diffusion that corresponds to the fiber direction. Conversely, the smallest (
3) and the middle (
2) eigenvalues can be used to estimate the diffusion along the orthogonal directions perpendicular to fiber bundles. Two scalar measures, mean diffusivity (MD) and fractional anisotropy (FA), can be extracted from the diffusion tensor and used to create quantitative maps of isotropic and anisotropic diffusion in tissues, respectively. MD and FA are rotationally invariant diffusion indexes (20) that can be easily compared between individuals because they are orientation independent.
Relatively recently, diffusion-tensor imaging has been applied to the evaluation of corticospinal tract impairment in patients with ALS, in whom a significant increase in MD and reduction in FA have been found (21). Use of this technique in patients with ALS can be justified on the assumption that the degree of orientational coherence of fibers influences water diffusion, and, therefore, changes in the architecture of corticospinal tracts that occur in a neurodegenerative disease such as ALS may affect diffusion-tensor imaging indexes.
On the basis of this background, the aim of our work was to prospectively evaluate several diffusion-tensor imaging indexes (MD, FA, and eigenvalues) of corticospinal tract impairment in patients with PMA and patients with ALS.
| MATERIALS AND METHODS |
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Eighteen patients (14 men and four women) had definite ALS with upper and lower motor neuron involvement that was characterized by distal asymmetric weakness, spasticity, hyperreflexia, loss of dexterity associated with muscle atrophy, and fasciculations. Upper motor neuron involvement was confirmed at electrophysiologic examination with motor evoked potentials that revealed a central motor conduction velocity (mean value, 19.8 msec ± 2.2 [standard deviation] for lower limbs and 9.4 msec ± 3 for upper limbs) that was increased with respect to normal values.
No patient had a family history of ALS, and all patients had negative results at genetic analysis for the Cu/Zn SOD-1 gene mutation. In 16 patients, the onset of symptoms had involved the lower limbs, and in 10 patients it had involved the upper limbs. No bulbar onset or involvement was present in our study group. Clinical evaluation of disease severity was performed by using the ALS Functional Rating Scale (ALSFRS) (23). The ALSFRS scores were not significantly different (P > .05) between patients with PMA (30.5 ± 9.1) and patients with ALS (34.7 ± 2.9). The disease duration in patients with PMA was longer (46.25 months ± 10), but not significantly so (P > .05), compared with the duration in patients with ALS (33.4 months ± 20). No patient had undergone percutaneous endoscopic gastrostomy, and only one patient with ALS had received noninvasive ventilation.
Twelve volunteer control subjects (four men and eight women) of a mean age (65 years ± 6) that was comparable to the mean ages of the patients with PMA (63 years ± 13, P > .05) and the patients with ALS (64 years ± 7, P > .05) were also enrolled in the study so that we could avoid a potential age-related bias in terms of tensor indexes (24,25). Control subjects were recruited among nurses of the Department of Radiology of the University of Pisa and their parents. The control subjects had no history of and negative physical examination results for neurologic disorders and gave informed consent after the aims of the study were explained.
MR and Diffusion-Tensor Imaging
Examinations were performed with 1.5-T MR imaging equipment (Signa Infinity Twinspeed; GE Medical Systems, Milwaukee, Wis) with a maximum gradient strength of 40 mT/m and a slew rate of 150 (T · m1)/sec. A standard quadrature head coil was used for radiofrequency transmission and reception of the MR signal. The MR imaging protocol included a fluid-attenuated inversion recovery sequence in the transverse plane that covered the brain along the bicommissural axis (repetition time msec/echo time msec/inversion time msec, 8000/90/2000; field of view, 24 x 24 cm; section thickness, 5 mm; intersection gap, 1 mm; matrix, 224 x 224; number of signals acquired, one). Images obtained with the conventional sequence were evaluated by a single radiologist (M.C., who had 13 years of experience in interpreting brain MR images) who was blinded to the clinical status of the patient. This radiologist assessed the presence or absence of areas of hyperintense signal in the corticospinal tracts.
The diffusion tensor D is generally estimated after at least six diffusion-weighted images along noncollinear directions and a reference image without diffusion weighting are acquired. In our study, diffusion-weighted images were obtained with a spin-echo echo-planar imaging sequence (26) (repetition time msec/echo time msec, 6500/79.9; field of view, 24 x 24 cm; section thickness, 5 mm; intersection gap, 1 mm; matrix, 128 x 128; number of signals acquired, two; acquisition time, 5 minutes 51 seconds) that was sensitized to water diffusion by means of a strong magnetic field gradient pulse (b = 1000 sec/mm2) (27). We decided to use a diffusion-weighted imaging scheme that involved 25 diffusion-encoding gradient directions for sampling space more uniformly, reducing noise, and improving the precision of diffusion-tensor imaging measurements (28).
The signal attenuation due to diffusion and the field gradient pulse applied is expressed by the following equation:
![]() | (1) |
1 is the largest eigenvalue,
2 is the middle eigenvalue, and
3 is the smallest eigenvalue) that represent the main orthogonal diffusion directions and the associated diffusivities of every voxel (19).
Maps of the rotationally invariant indexes MD and FA were calculated. MD describes the magnitude of diffusivity regardless of direction, and use of this index removes the effects of directionality from diffusion measurements in anisotropic media. The MD was estimated from the sum of the diffusion-tensor eigenvalues as follows:
![]() | (2) |
FA is a dimensionless index that reflects the degree of anisotropy in tissues. It was estimated from the fraction of the magnitude of the diffusion tensor related to anisotropy by using the following equation:
![]() | (3) |
FA values range from 0 (for an isotropic medium) to 1 (for a medium with the highest degree of anisotropy).
The MD and FA and the largest (
1), smallest (
3), and middle (
2) eigenvalues were measured along the corticospinal tracts visualized on the FA maps. Two regions of interest (ROIs) of 26 mm2 eachone in the posterior limb of the internal capsule and one in the middle part of the cerebral peduncles on both sideswere placed by a single operator (G.L., who had 4 years of experience in interpreting brain MR images), and two other ROIs of 26 mm2 and 11 mm2, respectively, were traced in the pons and in the pyramids of the medulla on both sides. Altogether, we placed 10 ROIs along both corticospinal tracts for each patient (Fig 1). MD, FA,
1,
2, and
3 were measured for each ROI location level so that we could evaluate the distribution of diffusion-tensor imaging parameters along the corticospinal tract in control subjects and in patients. Fiber tract asymmetry was assessed by comparing mean MD, FA,
1,
2, and
3 along the right and the left corticospinal tracts in patients with PMA, patients with ALS, and control subjects. Finally, the values of each diffusion-tensor imaging index in the 10 ROIs were averaged to obtain a single mean diffusion-tensor imaging parameter (FA, MD,
1,
2, and
3) along the corticospinal tracts for each patient and control subject.
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1,
2, and
3 values and 0.04 ± 0.03 for the single mean FA value, with
< .05 (type I error) corrected for multiple comparisons. The threshold of statistical significance was set at P
.05. Correlations between clinical variables (disease duration and ALSFRS score) and single mean FA, MD,
1,
2, and
3 values were investigated with Pearson and Spearman rank correlation testing, respectively. Statistical analyses were performed by using SPSS, version 10.1.0 (SPSS, Chicago, Ill) and GPower, version 2.0 (F. Faul and E. Erdfelder, Bonn University; available at http://www.psycho.uni-duesseldorf.de/aap/projects/gpower). | RESULTS |
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MD, FA, and Eigenvalues
No side-related significant difference in mean MD, FA,
1,
2, or
3 values in the five ROIs along both corticospinal tracts was observed in patients with PMA, patients with ALS, or control subjects.
The MD had a tendency to increase and FA had a tendency to decrease from the internal capsule to the pyramids in both patients and control subjects. In Figure 2, the MD and FA measured at different levels of the corticospinal tract in the control group are reported.
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1) in both the patients with PMA and the patients with ALS was not significantly different from that in the control group. Both the single mean middle (
2) and smallest (
3) eigenvalues in the patients with ALS, but not those in the patients with PMA, were significantly increased (P = .024 for
2, P = .017 for
3) with respect to these eigenvalues in the control group. The single mean MD, FA,
1,
2, and
3 values in the patients with PMA, the patients with ALS, and the control group are reported in Table 1.
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1,
2, and
3 values in the patients with PMA did not correlate with either disease duration or ALSFRS score. In the patients with ALS, the single mean FA,
3, and
2 values did not correlate with disease duration, while MD and
1 did; in addition, MD,
1, and
2 did not correlate with ALSFRS score, while FA and
3 did. The coefficients of correlation between diffusion-tensor imaging indexes and clinical variables are reported in Table 2.
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| DISCUSSION |
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Despite previous observations about FA asymmetry in the internal capsule that is not associated with handedness (31), we did not find significant differences in diffusion parameters between right and left sides. Moreover, our results confirm the downward trend in FA and upward trend in MD from the internal capsule to the pyramids along the corticospinal tract (31). This was why we preferred to average the diffusion-tensor imaging values of all the ROIs measured along the corticospinal tracts to obtain a single index value representative of the entire corticospinal tracts. This strategy also permits one to reduce the weight of a possible confounding bias in diffusion-tensor imaging measurements in some regions like the rostral pons, where a modification of FA or MD can be related not only to fiber loss but also to the crossings between the corticospinal tract and transverse pontine fibers (32,33).
Our diffusion-tensor imaging results revealed a significant reduction in FA and increase in MD along the corticospinal tract in patients with ALS. The augmentation of MD, a measure of water diffusivity, may represent the expression of extracellular volume increase secondary to axonal loss and fiber density reduction, findings consistent with what has been reported in other conditions characterized by tissue rarefaction, such as multiple sclerosis (34,35) and chronic ischemia (36,37). In line with this interpretation, MD showed a positive correlation with disease duration, a finding that is probably related to the pathologic effects of the underlying disease process that result in neuronal loss in patients with ALS. On the other hand, we believe that the reduction in FA reflects a different pathologic effect because it showed a correlation with disease severity but not with disease duration in patients with ALS. This observation has previously been reported in a study of ALS with bulbar onset (21) but was not confirmed in another study (31).
To obtain further insight into the structural changes of the corticospinal tracts in ALS, we evaluated the behavior of the eigenvalues that determine the observed MD and FA changes. There is evidence that in ALS the neurodegenerative process is not exclusive to the motor pathways but also affects the basal ganglia, the limbic system, and the intermediate zone of the spinal cord (38). Because relevant detectable decreases in anisotropy arise only from structural modifications in regions with normally high anisotropy (39), we calculated the eigenvalues, as well as MD and FA, exclusively along the corticospinal tracts, which have high anisotropy owing to their highly ordered white matter content. On the basis of our eigenvalues data, it can be argued that the decreased anisotropy we observed in patients with ALS arose from increased diffusion transverse to nerve fibers (as indicated by the increased
2 and
3 values) rather than decreased diffusion along the fiber bundles (as indicated by the unchanged
1 value). Therefore, in the corticospinal tract, patients with ALS may have a reduction in FA combined with an increase in MD owing to increased diffusivity only orthogonal to the fibers. This diffusion-tensor imaging parameter profile is considered a signature of wallerian degeneration (33) that represents secondary white matter degeneration.
In primary lesions in which the fiber loss results from direct white matter injury, as in stroke (33) or the acute plaques of multiple sclerosis (40), the diffusion impairment includes a consistent augmentation of isotropic diffusion (ie, of MD) and an increased diffusivity parallel to the fibers (
1), while in wallerian degeneration, MD is less impaired and
1 is not increased. Such interpretations ensue from similar results observed in animal models of wallerian degeneration that revealed a reduction in diffusion anisotropy with decreased (41) or unchanged (42) diffusivity in the direction parallel to the fibers. In these pathologic and MR imaging correlative studies, ultrastructural or histologic examination revealed demyelination, inflammation, and axonal loss. The augmented extracellular space with gliosis promotes the diffusion of water molecules orthogonal to the fibers' axis while limiting the diffusion along the fiber tracts.
Taking into account the fact that the main histologic finding of degeneration along the corticospinal tracts in ALS is loss of motor neurons and astrocytosis (4345) with depletion of large myelinated fibers (46), our diffusion-tensor imaging results seem to be occasioned by similar histologic changes (47) consistent with the occurrence of wallerian degeneration in corticospinal tracts. In particular, the axonal loss and collapse of myelin destroys the distinction between the intra- and the extra-axonal water environment, thereby removing obstacles to orthogonal diffusion. Furthermore, macrophage infiltration of corticospinal tracts (48) may cause increased obstruction of longitudinal diffusion. This pattern of altered diffusivity cannot be considered specific for ALS because similar results have been observed in the apparently normal white matter of patients with relapsing-remitting multiple sclerosis (39); instead, it could be considered indicative of histologic changes secondary to white matter degeneration of different origin.
Our diffusion-tensor imaging results in patients with PMA (a pure lower motor neuron disease) are consistent with pathologic findings that have been reported for PMA. Neuronal loss and gliosis in the anterior horn of the spinal cord and the motor nuclei of the brainstem and the absence of corticospinal tract lesions have been considered the only definite diagnostic criteria for PMA (49).
Recently, diffusion-tensor imaging has been shown to be able to reveal early upper motor neuron involvement in patients with ALS and lower motor neuron impairment before clinical symptoms of corticospinal tract lesions become apparent (50). In indicating that diffusion-tensor imaging abnormalities do not occur in patients with PMA, our results could suggest the conclusion that patients with solely lower motor neuron involvement of long duration can be given a diagnosis of PMA.
However, PMA has been considered to be a distinct nosologic entity from typical ALS (51) owing to its slow progression, indolent course (1), and long duration with high survival rate (52). To date, considering PMA as a separate disease has been controversial and sometimes rejected, given that corticospinal system involvement can occur at a certain time in the disease course. In line with this, some reports have indicated that there is myelin pallor along the corticospinal tracts in a proportion of patients with PMA (5355)even patients with long disease duration (56,57)suggesting that at least some patients with clinically diagnosed PMA have a subtype of ALS.
It has recently been reported that use of CD68, a macrophage activation marker, at immunohistochemistry can reveal pathologic corticospinal tract abnormalities in 50% of patients with PMA, whereas use of Luxol fast blue or Marchi staining reveals such abnormalities in only 20% of patients (58). On the basis of these findings, we cannot exclude the possibility that some patients with PMA could have an impairment of the long spinal tracts that is clinically undetectable because of profound terminal amyotrophy. Anyway, if this is the case, diffusion-tensor imaging would not be able to reveal (as well as conventional myelin stains could) corticospinal tract involvement in patients with PMA.
The main limitation of this study was the fact that we evaluated the corticospinal tract exclusively in the internal capsule and brainstem, where the pathologic hallmarks of ALS are less conspicuous with respect to these hallmarks in the spinal cord. Nevertheless, to date, diffusion-tensor imaging of the spinal cord remains a challenge because it is limited by the susceptibility artifacts generated in and the small dimensions of this anatomic region (59).
In conclusion, such diffusion-tensor imaging parameters as MD and FA obtained along the corticospinal tracts enable the differentiation of patients with ALS from control subjects. The modifications in the diffusion-tensor eigenvalues observed in this study indicate that the underlying structural changes in ALS could be caused by nerve tract degeneration of the secondary fibers that resembles wallerian degeneration. In addition, diffusion-tensor imaging did not reveal any corticospinal tract abnormality in patients with PMA.
| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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Abbreviations: ALS = amyotrophic lateral sclerosis ALSFRS = ALS Functional Rating Scale FA = fractional anisotropy MD = mean diffusivity PMA = progressive muscular atrophy ROI = region of interest
Authors stated no financial relationship to disclose.
Author contributions: Guarantors of integrity of entire study, C.B., L.M.; study concepts/study design or data acquisition or data analysis/interpretation, all authors; manuscript drafting or manuscript revision for important intellectual content, all authors; approval of final version of submitted manuscript, all authors; literature research, G.L., M.C.M.; clinical studies, G.S., A.D.C.; statistical analysis, M.G.; and manuscript editing, M.C., M.G., G.S.
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