Evaluating the cerebral correlates of survival in amyotrophic lateral sclerosis

被引:20
作者
Ishaque, Abdullah [1 ,2 ]
Mah, Dennell [3 ]
Seres, Peter [4 ]
Luk, Collin [1 ]
Eurich, Dean [5 ]
Johnston, Wendy [3 ]
Yang, Yee-Hong [6 ]
Kalra, Sanjay [2 ,3 ,4 ,6 ]
机构
[1] Univ Alberta, Fac Med & Dent, Edmonton, AB, Canada
[2] Univ Alberta, Neurosci & Mental Hlth Inst, Edmonton, AB, Canada
[3] Univ Alberta, Div Neurol, Dept Med, Edmonton, AB, Canada
[4] Univ Alberta, Dept Biomed Engn, Edmonton, AB, Canada
[5] Univ Alberta, Sch Publ Hlth, Edmonton, AB, Canada
[6] Univ Alberta, Dept Comp Sci, Edmonton, AB, Canada
基金
加拿大健康研究院;
关键词
CORTICOSPINAL TRACT; EXECUTIVE DYSFUNCTION; MULTIPLE-SCLEROSIS; TEXTURE ANALYSIS; CORPUS-CALLOSUM; FLAIR IMAGES; ALS; MRI; DEGENERATION; PATTERNS;
D O I
10.1002/acn3.655
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective To evaluate cerebral degenerative changes in ALS and their correlates with survival using 3D texture analysis. Methods A total of 157 participants were included in this analysis from four neuroimaging studies. Voxel-wise texture analysis on T1-weighted brain magnetic resonance images (MRIs) was conducted between patients and controls. Patients were divided into long- and short-survivors using the median survival of the cohort. Neuroanatomical differences between the two survival groups were also investigated. Results Whole-brain analysis revealed significant changes in image texture (FDR P < 0.05) bilaterally in the motor cortex, corticospinal tract (CST), insula, basal ganglia, hippocampus, and frontal regions including subcortical white matter. The texture of the CST correlated (P < 0.05) with finger- and foot-tapping rate, measures of upper motor neuron function. Patients with a survival below the media of 19.5 months demonstrated texture change (FDR P < 0.05) in the motor cortex, CST, basal ganglia, and the hippocampus, a distribution which corresponds to stage 4 of the distribution TDP-43 pathology in ALS. Patients with longer survival exhibited texture changes restricted to motor regions, including the motor cortex and the CST. Interpretation Widespread gray and white matter pathology is evident in ALS, as revealed by texture analysis of conventional T1-weighted MRI. Length of survival in patients with ALS is associated with the spatial extent of cerebral degeneration.
引用
收藏
页码:1350 / 1361
页数:12
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