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Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer
Apparent diffusion coefficient (ADC) values derived from diffusion-weighted magnetic resonance imaging (DW-MRI) are known to reflect the cellular environment of biological tissues. However, emerging evidence accentuates the influence of stromal elements on ADC values. The current study sought to elu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5739670/ https://www.ncbi.nlm.nih.gov/pubmed/29285283 http://dx.doi.org/10.18632/oncotarget.22388 |
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author | Hauge, Anette Wegner, Catherine S. Gaustad, Jon-Vidar Simonsen, Trude G. Andersen, Lise Mari K. Rofstad, Einar K. |
author_facet | Hauge, Anette Wegner, Catherine S. Gaustad, Jon-Vidar Simonsen, Trude G. Andersen, Lise Mari K. Rofstad, Einar K. |
author_sort | Hauge, Anette |
collection | PubMed |
description | Apparent diffusion coefficient (ADC) values derived from diffusion-weighted magnetic resonance imaging (DW-MRI) are known to reflect the cellular environment of biological tissues. However, emerging evidence accentuates the influence of stromal elements on ADC values. The current study sought to elucidate whether a correlation exists between ADC and the fraction of collagen I-positive tissue across different tumor models of uterine cervical cancer. Early and late generation tumors of four patient-derived xenograft (PDX) models of squamous cell carcinoma (BK-12, ED-15, HL-16, and LA-19) were included. DW-MRI was performed with diffusion encoding constants (b) of 200, 400, 700, and 1000 s/mm(2) and diffusion gradient sensitization in three orthogonal directions. The fraction of collagen I-positive connective tissue was determined by immunohistochemistry. Mono-exponential decay curves, from which the ADC value of tumor voxels was calculated, yielded good fits to the diffusion data. A significant inverse correlation was detected between median tumor ADC and collagen I fraction across the four PDX models, indicating that collagen fibers in the extracellular space have the ability to inhibit the movement of water molecules in these xenografts. The results encourage further exploration of DW-MRI as a non-invasive imaging method for characterizing the stromal microenvironment of tumors. |
format | Online Article Text |
id | pubmed-5739670 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-57396702017-12-28 Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer Hauge, Anette Wegner, Catherine S. Gaustad, Jon-Vidar Simonsen, Trude G. Andersen, Lise Mari K. Rofstad, Einar K. Oncotarget Research Paper Apparent diffusion coefficient (ADC) values derived from diffusion-weighted magnetic resonance imaging (DW-MRI) are known to reflect the cellular environment of biological tissues. However, emerging evidence accentuates the influence of stromal elements on ADC values. The current study sought to elucidate whether a correlation exists between ADC and the fraction of collagen I-positive tissue across different tumor models of uterine cervical cancer. Early and late generation tumors of four patient-derived xenograft (PDX) models of squamous cell carcinoma (BK-12, ED-15, HL-16, and LA-19) were included. DW-MRI was performed with diffusion encoding constants (b) of 200, 400, 700, and 1000 s/mm(2) and diffusion gradient sensitization in three orthogonal directions. The fraction of collagen I-positive connective tissue was determined by immunohistochemistry. Mono-exponential decay curves, from which the ADC value of tumor voxels was calculated, yielded good fits to the diffusion data. A significant inverse correlation was detected between median tumor ADC and collagen I fraction across the four PDX models, indicating that collagen fibers in the extracellular space have the ability to inhibit the movement of water molecules in these xenografts. The results encourage further exploration of DW-MRI as a non-invasive imaging method for characterizing the stromal microenvironment of tumors. Impact Journals LLC 2017-11-11 /pmc/articles/PMC5739670/ /pubmed/29285283 http://dx.doi.org/10.18632/oncotarget.22388 Text en Copyright: © 2017 Hauge et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Hauge, Anette Wegner, Catherine S. Gaustad, Jon-Vidar Simonsen, Trude G. Andersen, Lise Mari K. Rofstad, Einar K. Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer |
title | Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer |
title_full | Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer |
title_fullStr | Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer |
title_full_unstemmed | Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer |
title_short | Diffusion-weighted MRI-derived ADC values reflect collagen I content in PDX models of uterine cervical cancer |
title_sort | diffusion-weighted mri-derived adc values reflect collagen i content in pdx models of uterine cervical cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5739670/ https://www.ncbi.nlm.nih.gov/pubmed/29285283 http://dx.doi.org/10.18632/oncotarget.22388 |
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