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Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy
BACKGROUND: Elevated mammographic breast density is a strong breast cancer risk factor with poorly understood etiology. Increased deposition of collagen, one of the main fibrous proteins present in breast stroma, has been associated with increased mammographic density. Collagen fiber architecture ha...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579610/ https://www.ncbi.nlm.nih.gov/pubmed/34753492 http://dx.doi.org/10.1186/s13058-021-01482-z |
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author | Bodelon, Clara Mullooly, Maeve Pfeiffer, Ruth M. Fan, Shaoqi Abubakar, Mustapha Lenz, Petra Vacek, Pamela M. Weaver, Donald L. Herschorn, Sally D. Johnson, Jason M. Sprague, Brian L. Hewitt, Stephen Shepherd, John Malkov, Serghei Keely, Patricia J. Eliceiri, Kevin W. Sherman, Mark E. Conklin, Matthew W. Gierach, Gretchen L. |
author_facet | Bodelon, Clara Mullooly, Maeve Pfeiffer, Ruth M. Fan, Shaoqi Abubakar, Mustapha Lenz, Petra Vacek, Pamela M. Weaver, Donald L. Herschorn, Sally D. Johnson, Jason M. Sprague, Brian L. Hewitt, Stephen Shepherd, John Malkov, Serghei Keely, Patricia J. Eliceiri, Kevin W. Sherman, Mark E. Conklin, Matthew W. Gierach, Gretchen L. |
author_sort | Bodelon, Clara |
collection | PubMed |
description | BACKGROUND: Elevated mammographic breast density is a strong breast cancer risk factor with poorly understood etiology. Increased deposition of collagen, one of the main fibrous proteins present in breast stroma, has been associated with increased mammographic density. Collagen fiber architecture has been linked to poor outcomes in breast cancer. However, relationships of quantitative collagen fiber features assessed in diagnostic biopsies with mammographic density and lesion severity are not well-established. METHODS: Clinically indicated breast biopsies from 65 in situ or invasive breast cancer cases and 73 frequency matched-controls with a benign biopsy result were used to measure collagen fiber features (length, straightness, width, alignment, orientation and density (fibers/µm(2))) using second harmonic generation microscopy in up to three regions of interest (ROIs) per biopsy: normal, benign breast disease, and cancer. Local and global mammographic density volumes were quantified in the ipsilateral breast in pre-biopsy full-field digital mammograms. Associations of fibrillar collagen features with mammographic density and severity of biopsy diagnosis were evaluated using generalized estimating equation models with an independent correlation structure to account for multiple ROIs within each biopsy section. RESULTS: Collagen fiber density was positively associated with the proportion of stroma on the biopsy slide (p < 0.001) and with local percent mammographic density volume at both the biopsy target (p = 0.035) and within a 2 mm perilesional ring (p = 0.02), but not with global mammographic density measures. As severity of the breast biopsy diagnosis increased at the ROI level, collagen fibers tended to be less dense, shorter, straighter, thinner, and more aligned with one another (p < 0.05). CONCLUSIONS: Collagen fiber density was positively associated with local, but not global, mammographic density, suggesting that collagen microarchitecture may not translate into macroscopic mammographic features. However, collagen fiber features may be markers of cancer risk and/or progression among women referred for biopsy based on abnormal breast imaging. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-021-01482-z. |
format | Online Article Text |
id | pubmed-8579610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85796102021-11-10 Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy Bodelon, Clara Mullooly, Maeve Pfeiffer, Ruth M. Fan, Shaoqi Abubakar, Mustapha Lenz, Petra Vacek, Pamela M. Weaver, Donald L. Herschorn, Sally D. Johnson, Jason M. Sprague, Brian L. Hewitt, Stephen Shepherd, John Malkov, Serghei Keely, Patricia J. Eliceiri, Kevin W. Sherman, Mark E. Conklin, Matthew W. Gierach, Gretchen L. Breast Cancer Res Research Article BACKGROUND: Elevated mammographic breast density is a strong breast cancer risk factor with poorly understood etiology. Increased deposition of collagen, one of the main fibrous proteins present in breast stroma, has been associated with increased mammographic density. Collagen fiber architecture has been linked to poor outcomes in breast cancer. However, relationships of quantitative collagen fiber features assessed in diagnostic biopsies with mammographic density and lesion severity are not well-established. METHODS: Clinically indicated breast biopsies from 65 in situ or invasive breast cancer cases and 73 frequency matched-controls with a benign biopsy result were used to measure collagen fiber features (length, straightness, width, alignment, orientation and density (fibers/µm(2))) using second harmonic generation microscopy in up to three regions of interest (ROIs) per biopsy: normal, benign breast disease, and cancer. Local and global mammographic density volumes were quantified in the ipsilateral breast in pre-biopsy full-field digital mammograms. Associations of fibrillar collagen features with mammographic density and severity of biopsy diagnosis were evaluated using generalized estimating equation models with an independent correlation structure to account for multiple ROIs within each biopsy section. RESULTS: Collagen fiber density was positively associated with the proportion of stroma on the biopsy slide (p < 0.001) and with local percent mammographic density volume at both the biopsy target (p = 0.035) and within a 2 mm perilesional ring (p = 0.02), but not with global mammographic density measures. As severity of the breast biopsy diagnosis increased at the ROI level, collagen fibers tended to be less dense, shorter, straighter, thinner, and more aligned with one another (p < 0.05). CONCLUSIONS: Collagen fiber density was positively associated with local, but not global, mammographic density, suggesting that collagen microarchitecture may not translate into macroscopic mammographic features. However, collagen fiber features may be markers of cancer risk and/or progression among women referred for biopsy based on abnormal breast imaging. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-021-01482-z. BioMed Central 2021-11-09 2021 /pmc/articles/PMC8579610/ /pubmed/34753492 http://dx.doi.org/10.1186/s13058-021-01482-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Bodelon, Clara Mullooly, Maeve Pfeiffer, Ruth M. Fan, Shaoqi Abubakar, Mustapha Lenz, Petra Vacek, Pamela M. Weaver, Donald L. Herschorn, Sally D. Johnson, Jason M. Sprague, Brian L. Hewitt, Stephen Shepherd, John Malkov, Serghei Keely, Patricia J. Eliceiri, Kevin W. Sherman, Mark E. Conklin, Matthew W. Gierach, Gretchen L. Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
title | Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
title_full | Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
title_fullStr | Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
title_full_unstemmed | Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
title_short | Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
title_sort | mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579610/ https://www.ncbi.nlm.nih.gov/pubmed/34753492 http://dx.doi.org/10.1186/s13058-021-01482-z |
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