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Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients

Structural integrity of the corticospinal tract (CST) after stroke is closely linked to the degree of motor impairment. However, current methods for measurement of fractional atrophy (FA) of CST based on region of interest (ROI) are time-consuming and open to bias. Here, we used tract-based spatial...

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Autores principales: Yang, Ming, Yang, Ya-ru, Li, Hui-jun, Lu, Xue-song, Shi, Yong-mei, Liu, Bin, Chen, Hua-jun, Teng, Gao-jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3914349/
https://www.ncbi.nlm.nih.gov/pubmed/24527059
http://dx.doi.org/10.1155/2014/370849
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author Yang, Ming
Yang, Ya-ru
Li, Hui-jun
Lu, Xue-song
Shi, Yong-mei
Liu, Bin
Chen, Hua-jun
Teng, Gao-jun
author_facet Yang, Ming
Yang, Ya-ru
Li, Hui-jun
Lu, Xue-song
Shi, Yong-mei
Liu, Bin
Chen, Hua-jun
Teng, Gao-jun
author_sort Yang, Ming
collection PubMed
description Structural integrity of the corticospinal tract (CST) after stroke is closely linked to the degree of motor impairment. However, current methods for measurement of fractional atrophy (FA) of CST based on region of interest (ROI) are time-consuming and open to bias. Here, we used tract-based spatial statistics (TBSS) together with a CST template with healthy volunteers to quantify structural integrity of CST automatically. Two groups of patients after ischemic stroke were enrolled, group 1 (10 patients, 7 men, and Fugl-Meyer assessment (FMA) scores ⩽ 50) and group 2 (12 patients, 12 men, and FMA scores = 100). CST of FA(ipsi), FA(contra), and FA(ratio) was compared between the two groups. Relative to group 2, FA was decreased in group 1 in the ipsilesional CST (P < 0.01), as well as the FA(ratio) (P < 0.01). There was no significant difference between the two subgroups in the contralesional CST (P = 0.23). Compared with contralesional CST, FA of ipsilesional CST decreased in group 1 (P < 0.01). These results suggest that the automated method used in our study could detect a surrogate biomarker to quantify the CST after stroke, which would facilitate implementation of clinical practice.
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spelling pubmed-39143492014-02-13 Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients Yang, Ming Yang, Ya-ru Li, Hui-jun Lu, Xue-song Shi, Yong-mei Liu, Bin Chen, Hua-jun Teng, Gao-jun Comput Math Methods Med Research Article Structural integrity of the corticospinal tract (CST) after stroke is closely linked to the degree of motor impairment. However, current methods for measurement of fractional atrophy (FA) of CST based on region of interest (ROI) are time-consuming and open to bias. Here, we used tract-based spatial statistics (TBSS) together with a CST template with healthy volunteers to quantify structural integrity of CST automatically. Two groups of patients after ischemic stroke were enrolled, group 1 (10 patients, 7 men, and Fugl-Meyer assessment (FMA) scores ⩽ 50) and group 2 (12 patients, 12 men, and FMA scores = 100). CST of FA(ipsi), FA(contra), and FA(ratio) was compared between the two groups. Relative to group 2, FA was decreased in group 1 in the ipsilesional CST (P < 0.01), as well as the FA(ratio) (P < 0.01). There was no significant difference between the two subgroups in the contralesional CST (P = 0.23). Compared with contralesional CST, FA of ipsilesional CST decreased in group 1 (P < 0.01). These results suggest that the automated method used in our study could detect a surrogate biomarker to quantify the CST after stroke, which would facilitate implementation of clinical practice. Hindawi Publishing Corporation 2014 2014-01-15 /pmc/articles/PMC3914349/ /pubmed/24527059 http://dx.doi.org/10.1155/2014/370849 Text en Copyright © 2014 Ming Yang et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yang, Ming
Yang, Ya-ru
Li, Hui-jun
Lu, Xue-song
Shi, Yong-mei
Liu, Bin
Chen, Hua-jun
Teng, Gao-jun
Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients
title Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients
title_full Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients
title_fullStr Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients
title_full_unstemmed Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients
title_short Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients
title_sort fully automated detection of corticospinal tract damage in chronic stroke patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3914349/
https://www.ncbi.nlm.nih.gov/pubmed/24527059
http://dx.doi.org/10.1155/2014/370849
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