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High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4
BACKGROUND: BI-RADS 4 breast lesions are suspicious for malignancy with a range from 2 to 95%, indicating that numerous benign lesions are unnecessarily biopsied. Thus, we aimed to investigate whether high-temporal-resolution dynamic contrast-enhanced MRI (H_DCE-MRI) would be superior to conventiona...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116788/ https://www.ncbi.nlm.nih.gov/pubmed/37076817 http://dx.doi.org/10.1186/s12880-023-01015-4 |
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author | Liu, Yufeng Wang, Shiwei Qu, Jingjing Tang, Rui Wang, Chundan Xiao, Fengchun Pang, Peipei Sun, Zhichao Xu, Maosheng Li, Jiaying |
author_facet | Liu, Yufeng Wang, Shiwei Qu, Jingjing Tang, Rui Wang, Chundan Xiao, Fengchun Pang, Peipei Sun, Zhichao Xu, Maosheng Li, Jiaying |
author_sort | Liu, Yufeng |
collection | PubMed |
description | BACKGROUND: BI-RADS 4 breast lesions are suspicious for malignancy with a range from 2 to 95%, indicating that numerous benign lesions are unnecessarily biopsied. Thus, we aimed to investigate whether high-temporal-resolution dynamic contrast-enhanced MRI (H_DCE-MRI) would be superior to conventional low-temporal-resolution DCE-MRI (L_DCE-MRI) in the diagnosis of BI-RADS 4 breast lesions. METHODS: This single-center study was approved by the IRB. From April 2015 to June 2017, patients with breast lesions were prospectively included and randomly assigned to undergo either H_DCE-MRI, including 27 phases, or L_DCE-MRI, including 7 phases. Patients with BI-RADS 4 lesions were diagnosed by the senior radiologist in this study. Using a two-compartment extended Tofts model and a three-dimensional volume of interest, several pharmacokinetic parameters reflecting hemodynamics, including K(trans), K(ep), V(e), and V(p), were obtained from the intralesional, perilesional and background parenchymal enhancement areas, which were labeled the Lesion, Peri and BPE areas, respectively. Models were developed based on hemodynamic parameters, and the performance of these models in discriminating between benign and malignant lesions was evaluated by receiver operating characteristic (ROC) curve analysis. RESULTS: A total of 140 patients were included in the study and underwent H_DCE-MRI (n = 62) or L_DCE-MRI (n = 78) scans; 56 of these 140 patients had BI-RADS 4 lesions. Some pharmacokinetic parameters from H_DCE-MRI (Lesion_K(trans), K(ep), and V(p;) Peri_K(trans), K(ep), and V(p)) and from L_DCE-MRI (Lesion_K(ep), Peri_V(p), BPE_K(trans) and BPE_V(p)) were significantly different between benign and malignant breast lesions (P < 0.01). ROC analysis showed that Lesion_K(trans) (AUC = 0.866), Lesion_K(ep) (AUC = 0.929), Lesion_V(p) (AUC = 0.872), Peri_K(trans) (AUC = 0.733), Peri_K(ep) (AUC = 0.810), and Peri_V(p) (AUC = 0.857) in the H_DCE-MRI group had good discrimination performance. Parameters from the BPE area showed no differentiating ability in the H_DCE-MRI group. Lesion_K(ep) (AUC = 0.767), Peri_V(p) (AUC = 0.726), and BPE_K(trans) and BPE_V(p) (AUC = 0.687 and 0.707) could differentiate between benign and malignant breast lesions in the L_DCE-MRI group. The models were compared with the senior radiologist’s assessment for the identification of BI-RADS 4 breast lesions. The AUC, sensitivity and specificity of Lesion_K(ep) (0.963, 100.0%, and 88.9%, respectively) in the H_DCE-MRI group were significantly higher than those of the same parameter in the L_DCE-MRI group (0.663, 69.6% and 75.0%, respectively) for the assessment of BI-RADS 4 breast lesions. The DeLong test was conducted, and there was a significant difference only between Lesion_K(ep) in the H_DCE-MRI group and the senior radiologist (P = 0.04). CONCLUSIONS: Pharmacokinetic parameters (K(trans), K(ep) and V(p)) from the intralesional and perilesional regions on high-temporal-resolution DCE-MRI, especially the intralesional K(ep) parameter, can improve the assessment of benign and malignant BI-RADS 4 breast lesions to avoid unnecessary biopsy. |
format | Online Article Text |
id | pubmed-10116788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101167882023-04-21 High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 Liu, Yufeng Wang, Shiwei Qu, Jingjing Tang, Rui Wang, Chundan Xiao, Fengchun Pang, Peipei Sun, Zhichao Xu, Maosheng Li, Jiaying BMC Med Imaging Research BACKGROUND: BI-RADS 4 breast lesions are suspicious for malignancy with a range from 2 to 95%, indicating that numerous benign lesions are unnecessarily biopsied. Thus, we aimed to investigate whether high-temporal-resolution dynamic contrast-enhanced MRI (H_DCE-MRI) would be superior to conventional low-temporal-resolution DCE-MRI (L_DCE-MRI) in the diagnosis of BI-RADS 4 breast lesions. METHODS: This single-center study was approved by the IRB. From April 2015 to June 2017, patients with breast lesions were prospectively included and randomly assigned to undergo either H_DCE-MRI, including 27 phases, or L_DCE-MRI, including 7 phases. Patients with BI-RADS 4 lesions were diagnosed by the senior radiologist in this study. Using a two-compartment extended Tofts model and a three-dimensional volume of interest, several pharmacokinetic parameters reflecting hemodynamics, including K(trans), K(ep), V(e), and V(p), were obtained from the intralesional, perilesional and background parenchymal enhancement areas, which were labeled the Lesion, Peri and BPE areas, respectively. Models were developed based on hemodynamic parameters, and the performance of these models in discriminating between benign and malignant lesions was evaluated by receiver operating characteristic (ROC) curve analysis. RESULTS: A total of 140 patients were included in the study and underwent H_DCE-MRI (n = 62) or L_DCE-MRI (n = 78) scans; 56 of these 140 patients had BI-RADS 4 lesions. Some pharmacokinetic parameters from H_DCE-MRI (Lesion_K(trans), K(ep), and V(p;) Peri_K(trans), K(ep), and V(p)) and from L_DCE-MRI (Lesion_K(ep), Peri_V(p), BPE_K(trans) and BPE_V(p)) were significantly different between benign and malignant breast lesions (P < 0.01). ROC analysis showed that Lesion_K(trans) (AUC = 0.866), Lesion_K(ep) (AUC = 0.929), Lesion_V(p) (AUC = 0.872), Peri_K(trans) (AUC = 0.733), Peri_K(ep) (AUC = 0.810), and Peri_V(p) (AUC = 0.857) in the H_DCE-MRI group had good discrimination performance. Parameters from the BPE area showed no differentiating ability in the H_DCE-MRI group. Lesion_K(ep) (AUC = 0.767), Peri_V(p) (AUC = 0.726), and BPE_K(trans) and BPE_V(p) (AUC = 0.687 and 0.707) could differentiate between benign and malignant breast lesions in the L_DCE-MRI group. The models were compared with the senior radiologist’s assessment for the identification of BI-RADS 4 breast lesions. The AUC, sensitivity and specificity of Lesion_K(ep) (0.963, 100.0%, and 88.9%, respectively) in the H_DCE-MRI group were significantly higher than those of the same parameter in the L_DCE-MRI group (0.663, 69.6% and 75.0%, respectively) for the assessment of BI-RADS 4 breast lesions. The DeLong test was conducted, and there was a significant difference only between Lesion_K(ep) in the H_DCE-MRI group and the senior radiologist (P = 0.04). CONCLUSIONS: Pharmacokinetic parameters (K(trans), K(ep) and V(p)) from the intralesional and perilesional regions on high-temporal-resolution DCE-MRI, especially the intralesional K(ep) parameter, can improve the assessment of benign and malignant BI-RADS 4 breast lesions to avoid unnecessary biopsy. BioMed Central 2023-04-19 /pmc/articles/PMC10116788/ /pubmed/37076817 http://dx.doi.org/10.1186/s12880-023-01015-4 Text en © The Author(s) 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/) . 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 Liu, Yufeng Wang, Shiwei Qu, Jingjing Tang, Rui Wang, Chundan Xiao, Fengchun Pang, Peipei Sun, Zhichao Xu, Maosheng Li, Jiaying High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 |
title | High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 |
title_full | High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 |
title_fullStr | High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 |
title_full_unstemmed | High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 |
title_short | High-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4 |
title_sort | high-temporal resolution dce-mri improves assessment of intra- and peri-breast lesions categorized as bi-rads 4 |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10116788/ https://www.ncbi.nlm.nih.gov/pubmed/37076817 http://dx.doi.org/10.1186/s12880-023-01015-4 |
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