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Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status
OBJECTIVES: To investigate whether MRI-based measurements of fibro-glandular tissue volume, breast density (MRBD), and background parenchymal enhancement (BPE) could be used to stratify two cohorts of healthy women: BRCA carriers and women at population risk of breast cancer. METHODS: Pre-menopausal...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415521/ https://www.ncbi.nlm.nih.gov/pubmed/37017702 http://dx.doi.org/10.1007/s00330-023-09592-2 |
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author | Goodburn, Rosie Kousi, Evanthia Sanders, Clarrissa Macdonald, Alison Scurr, Erica Bunce, Catey Khabra, Komel Reddy, Mamatha Wilkinson, Louise O’Flynn, Elizabeth Allen, Steven Schmidt, Maria Angélica |
author_facet | Goodburn, Rosie Kousi, Evanthia Sanders, Clarrissa Macdonald, Alison Scurr, Erica Bunce, Catey Khabra, Komel Reddy, Mamatha Wilkinson, Louise O’Flynn, Elizabeth Allen, Steven Schmidt, Maria Angélica |
author_sort | Goodburn, Rosie |
collection | PubMed |
description | OBJECTIVES: To investigate whether MRI-based measurements of fibro-glandular tissue volume, breast density (MRBD), and background parenchymal enhancement (BPE) could be used to stratify two cohorts of healthy women: BRCA carriers and women at population risk of breast cancer. METHODS: Pre-menopausal women aged 40–50 years old were scanned at 3 T, employing a standard breast protocol including a DCE-MRI (35 and 30 participants in high- and low-risk groups, respectively). The dynamic range of the DCE protocol was characterised and both breasts were masked and segmented with minimal user input to produce measurements of fibro-glandular tissue volume, MRBD, and voxelwise BPE. Statistical tests were performed to determine inter- and intra-user repeatability, evaluate the symmetry between metrics derived from left and right breasts, and investigate MRBD and BPE differences between the high- and low-risk cohorts. RESULTS: Intra- and inter-user reproducibility in estimates of fibro-glandular tissue volume, MRBD, and median BPE estimations were good, with coefficients of variation < 15%. Coefficients of variation between left and right breasts were also low (< 25%). There were no significant correlations between fibro-glandular tissue volume, MRBD, and BPE for either risk group. However, the high-risk group had higher BPE kurtosis, although linear regression analysis did not reveal significant associations between BPE kurtosis and breast cancer risk. CONCLUSIONS: This study found no significant differences or correlations in fibro-glandular tissue volume, MRBD, or BPE metrics between the two groups of women with different levels of breast cancer risk. However, the results support further investigation into the heterogeneity of parenchymal enhancement. KEY POINTS: • A semi-automated method enabled quantitative measurements of fibro-glandular tissue volume, breast density, and background parenchymal enhancement with minimal user intervention. • Background parenchymal enhancement was quantified over the entire parenchyma, segmented in pre-contrast images, thus avoiding region selection. • No significant differences and correlations in fibro-glandular tissue volume, breast density, and breast background parenchymal enhancement were found between two cohorts of women at high and low levels of breast cancer risk. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-023-09592-2. |
format | Online Article Text |
id | pubmed-10415521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-104155212023-08-12 Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status Goodburn, Rosie Kousi, Evanthia Sanders, Clarrissa Macdonald, Alison Scurr, Erica Bunce, Catey Khabra, Komel Reddy, Mamatha Wilkinson, Louise O’Flynn, Elizabeth Allen, Steven Schmidt, Maria Angélica Eur Radiol Breast OBJECTIVES: To investigate whether MRI-based measurements of fibro-glandular tissue volume, breast density (MRBD), and background parenchymal enhancement (BPE) could be used to stratify two cohorts of healthy women: BRCA carriers and women at population risk of breast cancer. METHODS: Pre-menopausal women aged 40–50 years old were scanned at 3 T, employing a standard breast protocol including a DCE-MRI (35 and 30 participants in high- and low-risk groups, respectively). The dynamic range of the DCE protocol was characterised and both breasts were masked and segmented with minimal user input to produce measurements of fibro-glandular tissue volume, MRBD, and voxelwise BPE. Statistical tests were performed to determine inter- and intra-user repeatability, evaluate the symmetry between metrics derived from left and right breasts, and investigate MRBD and BPE differences between the high- and low-risk cohorts. RESULTS: Intra- and inter-user reproducibility in estimates of fibro-glandular tissue volume, MRBD, and median BPE estimations were good, with coefficients of variation < 15%. Coefficients of variation between left and right breasts were also low (< 25%). There were no significant correlations between fibro-glandular tissue volume, MRBD, and BPE for either risk group. However, the high-risk group had higher BPE kurtosis, although linear regression analysis did not reveal significant associations between BPE kurtosis and breast cancer risk. CONCLUSIONS: This study found no significant differences or correlations in fibro-glandular tissue volume, MRBD, or BPE metrics between the two groups of women with different levels of breast cancer risk. However, the results support further investigation into the heterogeneity of parenchymal enhancement. KEY POINTS: • A semi-automated method enabled quantitative measurements of fibro-glandular tissue volume, breast density, and background parenchymal enhancement with minimal user intervention. • Background parenchymal enhancement was quantified over the entire parenchyma, segmented in pre-contrast images, thus avoiding region selection. • No significant differences and correlations in fibro-glandular tissue volume, breast density, and breast background parenchymal enhancement were found between two cohorts of women at high and low levels of breast cancer risk. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-023-09592-2. Springer Berlin Heidelberg 2023-04-05 2023 /pmc/articles/PMC10415521/ /pubmed/37017702 http://dx.doi.org/10.1007/s00330-023-09592-2 Text en © The Author(s) 2023, corrected publication 2023 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/) . |
spellingShingle | Breast Goodburn, Rosie Kousi, Evanthia Sanders, Clarrissa Macdonald, Alison Scurr, Erica Bunce, Catey Khabra, Komel Reddy, Mamatha Wilkinson, Louise O’Flynn, Elizabeth Allen, Steven Schmidt, Maria Angélica Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status |
title | Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status |
title_full | Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status |
title_fullStr | Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status |
title_full_unstemmed | Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status |
title_short | Quantitative background parenchymal enhancement and fibro-glandular density at breast MRI: Association with BRCA status |
title_sort | quantitative background parenchymal enhancement and fibro-glandular density at breast mri: association with brca status |
topic | Breast |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415521/ https://www.ncbi.nlm.nih.gov/pubmed/37017702 http://dx.doi.org/10.1007/s00330-023-09592-2 |
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