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White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study
BACKGROUND: White matter (WM) impairment is a hallmark of amyotrophic lateral sclerosis (ALS). This study evaluated the capacity of mean apparent propagator magnetic resonance imaging (MAP-MRI) for detecting ALS-related WM alterations. METHODS: Diffusion images were obtained from 52 ALS patients and...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551695/ https://www.ncbi.nlm.nih.gov/pubmed/34700102 http://dx.doi.org/10.1016/j.nicl.2021.102863 |
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author | Chen, Hua-Jun Zhan, Chuanyin Cai, Li-Min Lin, Jia-Hui Zhou, Min-Xiong Zou, Zhang-Yu Yao, Xu-Feng Lin, Yan-Juan |
author_facet | Chen, Hua-Jun Zhan, Chuanyin Cai, Li-Min Lin, Jia-Hui Zhou, Min-Xiong Zou, Zhang-Yu Yao, Xu-Feng Lin, Yan-Juan |
author_sort | Chen, Hua-Jun |
collection | PubMed |
description | BACKGROUND: White matter (WM) impairment is a hallmark of amyotrophic lateral sclerosis (ALS). This study evaluated the capacity of mean apparent propagator magnetic resonance imaging (MAP-MRI) for detecting ALS-related WM alterations. METHODS: Diffusion images were obtained from 52 ALS patients and 51 controls. MAP-derived indices [return-to-origin/-axis/-plane probability (RTOP/RTAP/RTPP) and non-Gaussianity (NG)/perpendicular/parallel NG (NG(⊥)/NG(||))] were computed. Measures from diffusion tensor/kurtosis imaging (DTI/DKI) and neurite orientation dispersion and density imaging (NODDI) were also obtained. Voxel-wise analysis (VBA) was performed to determine differences in these parameters. Relationship between MAP parameters and disease severity (assessed by the revised ALS Functional Rating Scale (ALSFRS-R)) was evaluated by Pearson’s correlation analysis in a voxel-wise way. ALS patients were further divided into two subgroups: 29 with limb-only involvement and 23 with both bulbar and limb involvement. Subgroup analysis was then conducted to investigate diffusion parameter differences related to bulbar impairment. RESULTS: The VBA (with threshold of P < 0.05 after family-wise error correction (FWE)) showed that ALS patients had significantly decreased RTOP/RTAP/RTPP and NG/ NG(⊥)/NG(||) in a set of WM areas, including the bilateral precentral gyrus, corona radiata, posterior limb of internal capsule, midbrain, middle corpus callosum, anterior corpus callosum, parahippocampal gyrus, and medulla. MAP-MRI had the capacity to capture WM damage in ALS, which was higher than DTI and similar to DKI/NODDI. RTOP/RTAP/NG/NG(⊥)/NG(||) parameters, especially in the bilateral posterior limb of internal capsule and middle corpus callosum, were significantly correlated with ALSFRS-R (with threshold of FWE-corrected P < 0.05). The VBA (with FWE-corrected P < 0.05) revealed the significant RTAP reduction in subgroup with both bulbar and limb involvement, compared with those with limb-only involvement. CONCLUSIONS: Microstructural impairments in corticospinal tract and corpus callosum represent the consistent characteristic of ALS. MAP-MRI could provide alternative measures depicting ALS-related WM alterations, complementary to the common diffusion imaging methods. |
format | Online Article Text |
id | pubmed-8551695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-85516952021-11-04 White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study Chen, Hua-Jun Zhan, Chuanyin Cai, Li-Min Lin, Jia-Hui Zhou, Min-Xiong Zou, Zhang-Yu Yao, Xu-Feng Lin, Yan-Juan Neuroimage Clin Regular Article BACKGROUND: White matter (WM) impairment is a hallmark of amyotrophic lateral sclerosis (ALS). This study evaluated the capacity of mean apparent propagator magnetic resonance imaging (MAP-MRI) for detecting ALS-related WM alterations. METHODS: Diffusion images were obtained from 52 ALS patients and 51 controls. MAP-derived indices [return-to-origin/-axis/-plane probability (RTOP/RTAP/RTPP) and non-Gaussianity (NG)/perpendicular/parallel NG (NG(⊥)/NG(||))] were computed. Measures from diffusion tensor/kurtosis imaging (DTI/DKI) and neurite orientation dispersion and density imaging (NODDI) were also obtained. Voxel-wise analysis (VBA) was performed to determine differences in these parameters. Relationship between MAP parameters and disease severity (assessed by the revised ALS Functional Rating Scale (ALSFRS-R)) was evaluated by Pearson’s correlation analysis in a voxel-wise way. ALS patients were further divided into two subgroups: 29 with limb-only involvement and 23 with both bulbar and limb involvement. Subgroup analysis was then conducted to investigate diffusion parameter differences related to bulbar impairment. RESULTS: The VBA (with threshold of P < 0.05 after family-wise error correction (FWE)) showed that ALS patients had significantly decreased RTOP/RTAP/RTPP and NG/ NG(⊥)/NG(||) in a set of WM areas, including the bilateral precentral gyrus, corona radiata, posterior limb of internal capsule, midbrain, middle corpus callosum, anterior corpus callosum, parahippocampal gyrus, and medulla. MAP-MRI had the capacity to capture WM damage in ALS, which was higher than DTI and similar to DKI/NODDI. RTOP/RTAP/NG/NG(⊥)/NG(||) parameters, especially in the bilateral posterior limb of internal capsule and middle corpus callosum, were significantly correlated with ALSFRS-R (with threshold of FWE-corrected P < 0.05). The VBA (with FWE-corrected P < 0.05) revealed the significant RTAP reduction in subgroup with both bulbar and limb involvement, compared with those with limb-only involvement. CONCLUSIONS: Microstructural impairments in corticospinal tract and corpus callosum represent the consistent characteristic of ALS. MAP-MRI could provide alternative measures depicting ALS-related WM alterations, complementary to the common diffusion imaging methods. Elsevier 2021-10-23 /pmc/articles/PMC8551695/ /pubmed/34700102 http://dx.doi.org/10.1016/j.nicl.2021.102863 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Chen, Hua-Jun Zhan, Chuanyin Cai, Li-Min Lin, Jia-Hui Zhou, Min-Xiong Zou, Zhang-Yu Yao, Xu-Feng Lin, Yan-Juan White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study |
title | White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study |
title_full | White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study |
title_fullStr | White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study |
title_full_unstemmed | White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study |
title_short | White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study |
title_sort | white matter microstructural impairments in amyotrophic lateral sclerosis: a mean apparent propagator mri study |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551695/ https://www.ncbi.nlm.nih.gov/pubmed/34700102 http://dx.doi.org/10.1016/j.nicl.2021.102863 |
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