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Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content

PURPOSE: The aggressiveness of pancreatic ductal adenocarcinoma (PDAC) is highly dependent on the level of differentiation and the composition of the stroma. In this preclinical study, we investigated the potential of diffusion-weighted magnetic resonance imaging (DW-MRI) and dynamic contrast-enhanc...

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Autores principales: Wegner, Catherine S., Gaustad, Jon-Vidar, Andersen, Lise Mari K., Simonsen, Trude G., Rofstad, Einar K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897888/
https://www.ncbi.nlm.nih.gov/pubmed/27268062
http://dx.doi.org/10.1186/s12967-016-0920-y
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author Wegner, Catherine S.
Gaustad, Jon-Vidar
Andersen, Lise Mari K.
Simonsen, Trude G.
Rofstad, Einar K.
author_facet Wegner, Catherine S.
Gaustad, Jon-Vidar
Andersen, Lise Mari K.
Simonsen, Trude G.
Rofstad, Einar K.
author_sort Wegner, Catherine S.
collection PubMed
description PURPOSE: The aggressiveness of pancreatic ductal adenocarcinoma (PDAC) is highly dependent on the level of differentiation and the composition of the stroma. In this preclinical study, we investigated the potential of diffusion-weighted magnetic resonance imaging (DW-MRI) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) as noninvasive methods for providing information on the differentiation and the stroma of PDACs. METHODS: Xenografted tumors initiated from four PDAC cell lines (BxPC-3, Capan-2, MIAPaCa-2, and Panc-1) were included in the study. DW-MRI and DCE-MRI were carried out on a 7.05-T MR scanner, and tumor images of ADC (the apparent diffusion coefficient), K(trans) (the volume transfer constant of Gd-DOTA), and v(e) (the fractional distribution volume of Gd-DOTA) were produced. The level of differentiation and the amount and structure of collagen I and collagen IV were determined by examining histological preparations. RESULTS: Differentiated tumors showed lower levels of collagen I and collagen IV than non-differentiated tumors. Significant correlations were found between ADC and v(e), and both parameters differentiated clearly between collagen-rich non-differentiated tumors and differentiated tumors containing less collagen. CONCLUSION: Differentiated PDAC xenografts show higher ADC values and higher v(e) values than their non-differentiated counterparts. This observation supports the application of parametric MR images as tumor biomarkers in PDAC. Patients showing low values of ADC and v(e) most likely have non-differentiated tumors with extensive stroma and, hence, poor prognosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12967-016-0920-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-48978882016-06-09 Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content Wegner, Catherine S. Gaustad, Jon-Vidar Andersen, Lise Mari K. Simonsen, Trude G. Rofstad, Einar K. J Transl Med Research PURPOSE: The aggressiveness of pancreatic ductal adenocarcinoma (PDAC) is highly dependent on the level of differentiation and the composition of the stroma. In this preclinical study, we investigated the potential of diffusion-weighted magnetic resonance imaging (DW-MRI) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) as noninvasive methods for providing information on the differentiation and the stroma of PDACs. METHODS: Xenografted tumors initiated from four PDAC cell lines (BxPC-3, Capan-2, MIAPaCa-2, and Panc-1) were included in the study. DW-MRI and DCE-MRI were carried out on a 7.05-T MR scanner, and tumor images of ADC (the apparent diffusion coefficient), K(trans) (the volume transfer constant of Gd-DOTA), and v(e) (the fractional distribution volume of Gd-DOTA) were produced. The level of differentiation and the amount and structure of collagen I and collagen IV were determined by examining histological preparations. RESULTS: Differentiated tumors showed lower levels of collagen I and collagen IV than non-differentiated tumors. Significant correlations were found between ADC and v(e), and both parameters differentiated clearly between collagen-rich non-differentiated tumors and differentiated tumors containing less collagen. CONCLUSION: Differentiated PDAC xenografts show higher ADC values and higher v(e) values than their non-differentiated counterparts. This observation supports the application of parametric MR images as tumor biomarkers in PDAC. Patients showing low values of ADC and v(e) most likely have non-differentiated tumors with extensive stroma and, hence, poor prognosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12967-016-0920-y) contains supplementary material, which is available to authorized users. BioMed Central 2016-06-07 /pmc/articles/PMC4897888/ /pubmed/27268062 http://dx.doi.org/10.1186/s12967-016-0920-y Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Wegner, Catherine S.
Gaustad, Jon-Vidar
Andersen, Lise Mari K.
Simonsen, Trude G.
Rofstad, Einar K.
Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
title Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
title_full Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
title_fullStr Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
title_full_unstemmed Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
title_short Diffusion-weighted and dynamic contrast-enhanced MRI of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
title_sort diffusion-weighted and dynamic contrast-enhanced mri of pancreatic adenocarcinoma xenografts: associations with tumor differentiation and collagen content
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4897888/
https://www.ncbi.nlm.nih.gov/pubmed/27268062
http://dx.doi.org/10.1186/s12967-016-0920-y
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