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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...

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Autores principales: Yang, Qi, Li, Liang, Zha, Yunfei, Yan, Yuchen, Xing, Dong, Liu, Huan, Yang, Liu, Peng, Lin, Zhang, Yubiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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