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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Main Authors: Lízbeth Ayala-Domínguez, Enrique Pérez-Cárdenas, Alejandro Avilés-Salas, Luis Alberto Medina, Marcela Lizano, María-Ester Brandan
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/12/11/3417
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spelling 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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