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Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI
BACKGROUND: We evaluated skeletal muscle vascular permeability in diabetic rabbits with critical limb ischaemia using quantitative dynamic contrast agent-enhanced (DCE) magnetic resonance imaging (MRI) and explored the feasibility of using DCE-MRI K(trans)-based texture analysis for assessing early...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894257/ https://www.ncbi.nlm.nih.gov/pubmed/35250854 http://dx.doi.org/10.3389/fendo.2022.783163 |
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author | Yang, Qi Li, Liang Zha, Yunfei Yan, Yuchen Xing, Dong Liu, Huan Yang, Liu Peng, Lin Zhang, Yubiao |
author_facet | Yang, Qi Li, Liang Zha, Yunfei Yan, Yuchen Xing, Dong Liu, Huan Yang, Liu Peng, Lin Zhang, Yubiao |
author_sort | Yang, Qi |
collection | PubMed |
description | BACKGROUND: We evaluated skeletal muscle vascular permeability in diabetic rabbits with critical limb ischaemia using quantitative dynamic contrast agent-enhanced (DCE) magnetic resonance imaging (MRI) and explored the feasibility of using DCE-MRI K(trans)-based texture analysis for assessing early slight ischaemia-related skeletal muscle structural changes. METHOD: Twenty-four male New Zealand white rabbits (2.7 ± 0.3 kg; n = 12 each in sham-operated and experimental groups) underwent axial MRI of the vastus lateralis muscle at 1, 2, and 3 weeks after alloxan injection. Between-group and intra-group postoperative permeability and texture parameters were compared. Texture features of experimental groups in the third week were modelled by receiver operating characteristic (ROC) curve analysis. Correlations of permeability and of statistical texture parameters with peripheral blood endothelial progenitor cells (EPCs) and microvascular density (MVD) were analysed. RESULTS: In the experimental group, the transfer constant (K(trans)) was statistically significant at all time-points (F = 5.800, P = 0.009). Their vastus lateralis muscle K(trans) was significantly lower in the third than in the first week (P = 0.018) and correlated positively with peripheral blood EPCs in the experimental group [r = 0.598, (95% CI: 0.256, 0.807)]. The rate constant was negatively associated with vastus lateralis muscle MVD [r = -0.410, (95% CI: -0.698, -0.008)]. The area under the ROC curve of texture parameters based on K(trans) in ischaemic limbs was 0.882. CONCLUSIONS: Quantitative DCE-MRI parameters could evaluate microvascular permeability of ischaemic limb skeletal muscle, and texture analysis based on DCE-MRI K(trans) allowed evaluation of early slight skeletal muscle structural changes. |
format | Online Article Text |
id | pubmed-8894257 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88942572022-03-05 Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI Yang, Qi Li, Liang Zha, Yunfei Yan, Yuchen Xing, Dong Liu, Huan Yang, Liu Peng, Lin Zhang, Yubiao Front Endocrinol (Lausanne) Endocrinology BACKGROUND: We evaluated skeletal muscle vascular permeability in diabetic rabbits with critical limb ischaemia using quantitative dynamic contrast agent-enhanced (DCE) magnetic resonance imaging (MRI) and explored the feasibility of using DCE-MRI K(trans)-based texture analysis for assessing early slight ischaemia-related skeletal muscle structural changes. METHOD: Twenty-four male New Zealand white rabbits (2.7 ± 0.3 kg; n = 12 each in sham-operated and experimental groups) underwent axial MRI of the vastus lateralis muscle at 1, 2, and 3 weeks after alloxan injection. Between-group and intra-group postoperative permeability and texture parameters were compared. Texture features of experimental groups in the third week were modelled by receiver operating characteristic (ROC) curve analysis. Correlations of permeability and of statistical texture parameters with peripheral blood endothelial progenitor cells (EPCs) and microvascular density (MVD) were analysed. RESULTS: In the experimental group, the transfer constant (K(trans)) was statistically significant at all time-points (F = 5.800, P = 0.009). Their vastus lateralis muscle K(trans) was significantly lower in the third than in the first week (P = 0.018) and correlated positively with peripheral blood EPCs in the experimental group [r = 0.598, (95% CI: 0.256, 0.807)]. The rate constant was negatively associated with vastus lateralis muscle MVD [r = -0.410, (95% CI: -0.698, -0.008)]. The area under the ROC curve of texture parameters based on K(trans) in ischaemic limbs was 0.882. CONCLUSIONS: Quantitative DCE-MRI parameters could evaluate microvascular permeability of ischaemic limb skeletal muscle, and texture analysis based on DCE-MRI K(trans) allowed evaluation of early slight skeletal muscle structural changes. Frontiers Media S.A. 2022-02-18 /pmc/articles/PMC8894257/ /pubmed/35250854 http://dx.doi.org/10.3389/fendo.2022.783163 Text en Copyright © 2022 Yang, Li, Zha, Yan, Xing, Liu, Yang, Peng and Zhang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Yang, Qi Li, Liang Zha, Yunfei Yan, Yuchen Xing, Dong Liu, Huan Yang, Liu Peng, Lin Zhang, Yubiao Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI |
title | Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI |
title_full | Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI |
title_fullStr | Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI |
title_full_unstemmed | Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI |
title_short | Microvascular Permeability and Texture Analysis of the Skeletal Muscle of Diabetic Rabbits With Critical Limb Ischaemia Based on DCE-MRI |
title_sort | microvascular permeability and texture analysis of the skeletal muscle of diabetic rabbits with critical limb ischaemia based on dce-mri |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894257/ https://www.ncbi.nlm.nih.gov/pubmed/35250854 http://dx.doi.org/10.3389/fendo.2022.783163 |
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