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Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers

Collagen 1 (Col1) fibers play an important role in tumor interstitial macromolecular transport and cancer cell dissemination. Our goal was to understand the influence of Col1 fibers on water diffusion, and to examine the potential of using noninvasive diffusion tensor imaging (DTI) to indirectly det...

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Autores principales: Kakkad, Samata, Zhang, Jiangyang, Akhbardeh, Alireza, Jacob, Desmond, Krishnamachary, Balaji, Solaiyappan, Meiyappan, Jacobs, Michael A., Raman, Venu, Leibfritz, Dieter, Glunde, Kristine, Bhujwalla, Zaver M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5035345/
https://www.ncbi.nlm.nih.gov/pubmed/27742013
http://dx.doi.org/10.1016/j.neo.2016.08.004
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author Kakkad, Samata
Zhang, Jiangyang
Akhbardeh, Alireza
Jacob, Desmond
Krishnamachary, Balaji
Solaiyappan, Meiyappan
Jacobs, Michael A.
Raman, Venu
Leibfritz, Dieter
Glunde, Kristine
Bhujwalla, Zaver M.
author_facet Kakkad, Samata
Zhang, Jiangyang
Akhbardeh, Alireza
Jacob, Desmond
Krishnamachary, Balaji
Solaiyappan, Meiyappan
Jacobs, Michael A.
Raman, Venu
Leibfritz, Dieter
Glunde, Kristine
Bhujwalla, Zaver M.
author_sort Kakkad, Samata
collection PubMed
description Collagen 1 (Col1) fibers play an important role in tumor interstitial macromolecular transport and cancer cell dissemination. Our goal was to understand the influence of Col1 fibers on water diffusion, and to examine the potential of using noninvasive diffusion tensor imaging (DTI) to indirectly detect Col1 fibers in breast lesions. We previously observed, in human MDA-MB-231 breast cancer xenografts engineered to fluoresce under hypoxia, relatively low amounts of Col1 fibers in fluorescent hypoxic regions. These xenograft tumors together with human breast cancer samples were used here to investigate the relationship between Col1 fibers, water diffusion and anisotropy, and hypoxia. Hypoxic low Col1 fiber containing regions showed decreased apparent diffusion coefficient (ADC) and fractional anisotropy (FA) compared to normoxic high Col1 fiber containing regions. Necrotic high Col1 fiber containing regions showed increased ADC with decreased FA values compared to normoxic viable high Col1 fiber regions that had increased ADC with increased FA values. A good agreement of ADC and FA patterns was observed between in vivo and ex vivo images. In human breast cancer specimens, ADC and FA decreased in low Col1 containing regions. Our data suggest that a decrease in ADC and FA values observed within a lesion could predict hypoxia, and a pattern of high ADC with low FA values could predict necrosis. Collectively the data identify the role of Col1 fibers in directed water movement and support expanding the evaluation of DTI parameters as surrogates for Col1 fiber patterns associated with specific tumor microenvironments as companion diagnostics and for staging.
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spelling pubmed-50353452016-10-03 Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers Kakkad, Samata Zhang, Jiangyang Akhbardeh, Alireza Jacob, Desmond Krishnamachary, Balaji Solaiyappan, Meiyappan Jacobs, Michael A. Raman, Venu Leibfritz, Dieter Glunde, Kristine Bhujwalla, Zaver M. Neoplasia Original article Collagen 1 (Col1) fibers play an important role in tumor interstitial macromolecular transport and cancer cell dissemination. Our goal was to understand the influence of Col1 fibers on water diffusion, and to examine the potential of using noninvasive diffusion tensor imaging (DTI) to indirectly detect Col1 fibers in breast lesions. We previously observed, in human MDA-MB-231 breast cancer xenografts engineered to fluoresce under hypoxia, relatively low amounts of Col1 fibers in fluorescent hypoxic regions. These xenograft tumors together with human breast cancer samples were used here to investigate the relationship between Col1 fibers, water diffusion and anisotropy, and hypoxia. Hypoxic low Col1 fiber containing regions showed decreased apparent diffusion coefficient (ADC) and fractional anisotropy (FA) compared to normoxic high Col1 fiber containing regions. Necrotic high Col1 fiber containing regions showed increased ADC with decreased FA values compared to normoxic viable high Col1 fiber regions that had increased ADC with increased FA values. A good agreement of ADC and FA patterns was observed between in vivo and ex vivo images. In human breast cancer specimens, ADC and FA decreased in low Col1 containing regions. Our data suggest that a decrease in ADC and FA values observed within a lesion could predict hypoxia, and a pattern of high ADC with low FA values could predict necrosis. Collectively the data identify the role of Col1 fibers in directed water movement and support expanding the evaluation of DTI parameters as surrogates for Col1 fiber patterns associated with specific tumor microenvironments as companion diagnostics and for staging. Neoplasia Press 2016-09-19 /pmc/articles/PMC5035345/ /pubmed/27742013 http://dx.doi.org/10.1016/j.neo.2016.08.004 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original article
Kakkad, Samata
Zhang, Jiangyang
Akhbardeh, Alireza
Jacob, Desmond
Krishnamachary, Balaji
Solaiyappan, Meiyappan
Jacobs, Michael A.
Raman, Venu
Leibfritz, Dieter
Glunde, Kristine
Bhujwalla, Zaver M.
Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers
title Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers
title_full Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers
title_fullStr Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers
title_full_unstemmed Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers
title_short Collagen fibers mediate MRI-detected water diffusion and anisotropy in breast cancers
title_sort collagen fibers mediate mri-detected water diffusion and anisotropy in breast cancers
topic Original article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5035345/
https://www.ncbi.nlm.nih.gov/pubmed/27742013
http://dx.doi.org/10.1016/j.neo.2016.08.004
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