Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model
The aim of this work was to systematically obtain quantitative imaging parameters with static and dynamic contrast-enhanced (CE) X-ray imaging techniques and to evaluate their correlation with histological biomarkers of angiogenesis in a subcutaneous C6 glioma model. Enhancement (E), iodine concentr...
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doaj-a62c1b8e322a423a8c5d87102e743f2f2020-11-25T04:10:44ZengMDPI AGCancers2072-66942020-11-01123417341710.3390/cancers12113417Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma ModelLízbeth Ayala-Domínguez0Enrique Pérez-Cárdenas1Alejandro Avilés-Salas2Luis Alberto Medina3Marcela Lizano4María-Ester Brandan5Programa de Doctorado en Ciencias Biomédicas, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Ciudad de México 04510, MexicoSubdirección de Investigación Básica, Instituto Nacional de Cancerología, Ciudad de México 14080, MexicoDepartamento de Patología, Instituto Nacional de Cancerología, Ciudad de México 14080, MexicoUnidad de Investigación Biomédica en Cáncer INCan/UNAM, Instituto Nacional de Cancerología, Ciudad de México 14080, MexicoUnidad de Investigación Biomédica en Cáncer INCan/UNAM, Instituto Nacional de Cancerología, Ciudad de México 14080, MexicoDepartamento de Física Experimental, Instituto de Física, Universidad Nacional Autónoma de México, Ciudad de México 04510, MexicoThe aim of this work was to systematically obtain quantitative imaging parameters with static and dynamic contrast-enhanced (CE) X-ray imaging techniques and to evaluate their correlation with histological biomarkers of angiogenesis in a subcutaneous C6 glioma model. Enhancement (E), iodine concentration (C<sub>I</sub>), and relative blood volume (rBV) were quantified from single- and dual-energy (SE and DE, respectively) micro-computed tomography (micro-CT) images, while rBV and volume transfer constant (K<sup>trans</sup>) were quantified from dynamic contrast-enhanced (DCE) planar images. C<sub>I</sub> and rBV allowed a better discernment of tumor regions from muscle than E in SE and DE images, while no significant differences were found for rBV and K<sup>trans</sup> in DCE images. An agreement was found in rBV for muscle quantified with the different imaging protocols, and in C<sub>I</sub> and E quantified with SE and DE protocols. Significant strong correlations (Pearson <i>r</i> > 0.7, <i>p</i> < 0.05) were found between a set of imaging parameters in SE images and histological biomarkers: E and C<sub>I</sub> in tumor periphery were associated with microvessel density (MVD) and necrosis, E and C<sub>I</sub> in the complete tumor with MVD, and rBV in the tumor periphery with MVD. In conclusion, quantitative imaging parameters obtained in SE micro-CT images could be used to characterize angiogenesis and necrosis in the subcutaneous C6 glioma model.https://www.mdpi.com/2072-6694/12/11/3417angiogenesisnecrosisC6 cellsquantitative imagingmicro-CTcontrast-enhanced imaging |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lízbeth Ayala-Domínguez Enrique Pérez-Cárdenas Alejandro Avilés-Salas Luis Alberto Medina Marcela Lizano María-Ester Brandan |
spellingShingle |
Lízbeth Ayala-Domínguez Enrique Pérez-Cárdenas Alejandro Avilés-Salas Luis Alberto Medina Marcela Lizano María-Ester Brandan Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model Cancers angiogenesis necrosis C6 cells quantitative imaging micro-CT contrast-enhanced imaging |
author_facet |
Lízbeth Ayala-Domínguez Enrique Pérez-Cárdenas Alejandro Avilés-Salas Luis Alberto Medina Marcela Lizano María-Ester Brandan |
author_sort |
Lízbeth Ayala-Domínguez |
title |
Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model |
title_short |
Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model |
title_full |
Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model |
title_fullStr |
Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model |
title_full_unstemmed |
Quantitative Imaging Parameters of Contrast-Enhanced Micro-Computed Tomography Correlate with Angiogenesis and Necrosis in a Subcutaneous C6 Glioma Model |
title_sort |
quantitative imaging parameters of contrast-enhanced micro-computed tomography correlate with angiogenesis and necrosis in a subcutaneous c6 glioma model |
publisher |
MDPI AG |
series |
Cancers |
issn |
2072-6694 |
publishDate |
2020-11-01 |
description |
The aim of this work was to systematically obtain quantitative imaging parameters with static and dynamic contrast-enhanced (CE) X-ray imaging techniques and to evaluate their correlation with histological biomarkers of angiogenesis in a subcutaneous C6 glioma model. Enhancement (E), iodine concentration (C<sub>I</sub>), and relative blood volume (rBV) were quantified from single- and dual-energy (SE and DE, respectively) micro-computed tomography (micro-CT) images, while rBV and volume transfer constant (K<sup>trans</sup>) were quantified from dynamic contrast-enhanced (DCE) planar images. C<sub>I</sub> and rBV allowed a better discernment of tumor regions from muscle than E in SE and DE images, while no significant differences were found for rBV and K<sup>trans</sup> in DCE images. An agreement was found in rBV for muscle quantified with the different imaging protocols, and in C<sub>I</sub> and E quantified with SE and DE protocols. Significant strong correlations (Pearson <i>r</i> > 0.7, <i>p</i> < 0.05) were found between a set of imaging parameters in SE images and histological biomarkers: E and C<sub>I</sub> in tumor periphery were associated with microvessel density (MVD) and necrosis, E and C<sub>I</sub> in the complete tumor with MVD, and rBV in the tumor periphery with MVD. In conclusion, quantitative imaging parameters obtained in SE micro-CT images could be used to characterize angiogenesis and necrosis in the subcutaneous C6 glioma model. |
topic |
angiogenesis necrosis C6 cells quantitative imaging micro-CT contrast-enhanced imaging |
url |
https://www.mdpi.com/2072-6694/12/11/3417 |
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