Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI
Current methods of studying angiogenesis are limited in their ability to serially evaluate in vivo function throughout a target tissue. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and pharmacokinetic modeling provide a useful method for evaluating tissue vasculature based on contr...
Main Authors: | , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi - SAGE Publishing
2002-07-01
|
Series: | Molecular Imaging |
Online Access: | https://doi.org/10.1162/15353500200202124 |
id |
doaj-3bbbd0f539d3485aad41e77c46d27a52 |
---|---|
record_format |
Article |
spelling |
doaj-3bbbd0f539d3485aad41e77c46d27a522021-04-02T15:38:48ZengHindawi - SAGE PublishingMolecular Imaging1536-01212002-07-01110.1162/1535350020020212410.1162_15353500200202124Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRINick G. Costouros0Dominique Lorang1Yantian Zhang2Marshall S. Miller3Felix E. Diehn4Stephen M. Hewitt5Michael V. Knopp6King C. P. Li7Peter L. Choyke8H. Richard Alexander9Steven K. LibuttiNational Cancer InstituteNational Cancer InstituteNational Institutes of HealthNational Cancer InstituteNational Institutes of HealthNational Cancer InstituteOhio State UniversityNational Institutes of HealthNational Institutes of HealthNational Cancer InstituteCurrent methods of studying angiogenesis are limited in their ability to serially evaluate in vivo function throughout a target tissue. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and pharmacokinetic modeling provide a useful method for evaluating tissue vasculature based on contrast accumulation and washout. While it is often assumed that areas of high contrast enhancement and washout comprise areas of increased angiogenesis and tumor activity, the actual molecular pathways that are active in such areas are poorly understood. Using DCE-MRI in a murine subcutaneous tumor model, we were able to perform pharmacokinetic functional analysis of a tumor, coregistration of MRI images with histological cross-sections, immunohistochemistry, laser capture microdissection, and genetic profiling of tumor heterogeneity based on pharmacokinetic parameters. Using imaging as a template for biologic investigation, we have not found evidence of increased expression of proangiogenic modulators at the transcriptional level in either distinct pharmacokinetic region. Furthermore, these regions show no difference on histology and CD31 immunohistochemistry. However, the expression of ribosomal proteins was greatly increased in high enhancement and washout regions, implying increased protein translation and consequent increased cellular activity. Together, these findings point to the potential importance of posttranscriptional regulation in angiogenesis and the need for the development of angiogenesis-specific contrast agents to evaluate in vivo angiogenesis at a molecular level.https://doi.org/10.1162/15353500200202124 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nick G. Costouros Dominique Lorang Yantian Zhang Marshall S. Miller Felix E. Diehn Stephen M. Hewitt Michael V. Knopp King C. P. Li Peter L. Choyke H. Richard Alexander Steven K. Libutti |
spellingShingle |
Nick G. Costouros Dominique Lorang Yantian Zhang Marshall S. Miller Felix E. Diehn Stephen M. Hewitt Michael V. Knopp King C. P. Li Peter L. Choyke H. Richard Alexander Steven K. Libutti Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI Molecular Imaging |
author_facet |
Nick G. Costouros Dominique Lorang Yantian Zhang Marshall S. Miller Felix E. Diehn Stephen M. Hewitt Michael V. Knopp King C. P. Li Peter L. Choyke H. Richard Alexander Steven K. Libutti |
author_sort |
Nick G. Costouros |
title |
Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI |
title_short |
Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI |
title_full |
Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI |
title_fullStr |
Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI |
title_full_unstemmed |
Microarray Gene Expression Analysis of Murine Tumor Heterogeneity Defined by Dynamic Contrast-Enhanced MRI |
title_sort |
microarray gene expression analysis of murine tumor heterogeneity defined by dynamic contrast-enhanced mri |
publisher |
Hindawi - SAGE Publishing |
series |
Molecular Imaging |
issn |
1536-0121 |
publishDate |
2002-07-01 |
description |
Current methods of studying angiogenesis are limited in their ability to serially evaluate in vivo function throughout a target tissue. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and pharmacokinetic modeling provide a useful method for evaluating tissue vasculature based on contrast accumulation and washout. While it is often assumed that areas of high contrast enhancement and washout comprise areas of increased angiogenesis and tumor activity, the actual molecular pathways that are active in such areas are poorly understood. Using DCE-MRI in a murine subcutaneous tumor model, we were able to perform pharmacokinetic functional analysis of a tumor, coregistration of MRI images with histological cross-sections, immunohistochemistry, laser capture microdissection, and genetic profiling of tumor heterogeneity based on pharmacokinetic parameters. Using imaging as a template for biologic investigation, we have not found evidence of increased expression of proangiogenic modulators at the transcriptional level in either distinct pharmacokinetic region. Furthermore, these regions show no difference on histology and CD31 immunohistochemistry. However, the expression of ribosomal proteins was greatly increased in high enhancement and washout regions, implying increased protein translation and consequent increased cellular activity. Together, these findings point to the potential importance of posttranscriptional regulation in angiogenesis and the need for the development of angiogenesis-specific contrast agents to evaluate in vivo angiogenesis at a molecular level. |
url |
https://doi.org/10.1162/15353500200202124 |
work_keys_str_mv |
AT nickgcostouros microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT dominiquelorang microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT yantianzhang microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT marshallsmiller microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT felixediehn microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT stephenmhewitt microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT michaelvknopp microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT kingcpli microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT peterlchoyke microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT hrichardalexander microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri AT stevenklibutti microarraygeneexpressionanalysisofmurinetumorheterogeneitydefinedbydynamiccontrastenhancedmri |
_version_ |
1721559547066187776 |