Brain White Matter Shape Changes in Amyotrophic Lateral Sclerosis (ALS): A Fractal Dimension Study

被引:38
作者
Rajagopalan, Venkateswaran [1 ,2 ]
Liu, Zao [1 ]
Allexandre, Didier [1 ,2 ]
Zhang, Luduan [1 ]
Wang, Xiao-Feng [3 ]
Pioro, Erik P. [4 ,5 ,6 ]
Yue, Guang H. [1 ,2 ,7 ]
机构
[1] Cleveland Clin, Lerner Res Inst, Dept Biomed Engn, Cleveland, OH 44106 USA
[2] Kessler Fdn Res Ctr, Human Performance & Engn Lab, W Orange, NJ USA
[3] Cleveland Clin, Dept Quantitat Hlth Sci, Cleveland, OH 44106 USA
[4] Cleveland Clin, Neuromuscular Ctr, Cleveland, OH 44106 USA
[5] Cleveland Clin, Dept Neurol, Neurol Inst, Cleveland, OH 44106 USA
[6] Cleveland Clin, Lerner Res Inst, Dept Neurosci, Cleveland, OH 44106 USA
[7] Univ Med & Dent New Jersey, Dept Phys Med & Rehabil, Newark, NJ 07103 USA
关键词
VOXEL-BASED MORPHOMETRY; DIFFUSION TENSOR MRI; MOTOR-NEURON INVOLVEMENT; CORTICOSPINAL TRACT; MULTIPLE-SCLEROSIS; IMAGES; TESTS; NEURODEGENERATION; DEGENERATION; TRACTOGRAPHY;
D O I
10.1371/journal.pone.0073614
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Amyotrophic lateral sclerosis (ALS) is a fatal progressive neurodegenerative disorder. Current diagnosis time is about 12-months due to lack of objective methods. Previous brain white matter voxel based morphometry (VBM) studies in ALS reported inconsistent results. Fractal dimension (FD) has successfully been used to quantify brain WM shape complexity in various neurological disorders and aging, but not yet studied in ALS. Therefore, we investigated WM morphometric changes using FD analyses in ALS patients with different clinical phenotypes. We hypothesized that FD would better capture clinical features of the WM morphometry in different ALS phenotypes than VBM analysis. High resolution MRI T1-weighted images were acquired in controls (n = 11), and ALS patients (n = 89). ALS patients were assigned into four subgroups based on their clinical phenotypes. VBM analysis was carried out using SPM8. FD values were estimated for brain WM skeleton, surface and general structure in both controls and ALS patients using our previously published algorithm. No significant VBM WM changes were observed between controls and ALS patients and among the ALS subgroups. In contrast, significant (p<0.05) FD reductions in skeleton and general structure were observed between ALS with dementia and other ALS subgroups. No significant differences in any of the FD measures were observed between control and ALS patients. FD correlated significantly with revised ALS functional rating scale (ALSFRS-R) score a clinical measure of function. Results suggest that brain WM shape complexity is more sensitive to ALS disease process when compared to volumetric VBM analysis and FD changes are dependent on the ALS phenotype. Correlation between FD and clinical measures suggests that FD could potentially serve as a biomarker of ALS pathophysiology, especially after confirmation by longitudinal studies.
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页数:11
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