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Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy
To investigate the performance of multiparametric ultrasound for the evaluation of treatment response in breast cancer patients undergoing neoadjuvant chemotherapy (NAC). The IRB approved this prospective study. Breast cancer patients who were scheduled to undergo NAC were invited to participate in...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7844231/ https://www.ncbi.nlm.nih.gov/pubmed/33510306 http://dx.doi.org/10.1038/s41598-021-82141-3 |
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author | Dobruch-Sobczak, K. Piotrzkowska-Wróblewska, H. Klimonda, Z. Karwat, P. Roszkowska-Purska, K. Clauser, P. Baltzer, P. A. T. Litniewski, J. |
author_facet | Dobruch-Sobczak, K. Piotrzkowska-Wróblewska, H. Klimonda, Z. Karwat, P. Roszkowska-Purska, K. Clauser, P. Baltzer, P. A. T. Litniewski, J. |
author_sort | Dobruch-Sobczak, K. |
collection | PubMed |
description | To investigate the performance of multiparametric ultrasound for the evaluation of treatment response in breast cancer patients undergoing neoadjuvant chemotherapy (NAC). The IRB approved this prospective study. Breast cancer patients who were scheduled to undergo NAC were invited to participate in this study. Changes in tumour echogenicity, stiffness, maximum diameter, vascularity and integrated backscatter coefficient (IBC) were assessed prior to treatment and 7 days after four consecutive NAC cycles. Residual malignant cell (RMC) measurement at surgery was considered as standard of reference. RMC < 30% was considered a good response and > 70% a poor response. The correlation coefficients of these parameters were compared with RMC from post-operative histology. Linear Discriminant Analysis (LDA), cross-validation and Receiver Operating Characteristic curve (ROC) analysis were performed. Thirty patients (mean age 56.4 year) with 42 lesions were included. There was a significant correlation between RMC and echogenicity and tumour diameter after the 3rd course of NAC and average stiffness after the 2nd course. The correlation coefficient for IBC and echogenicity calculated after the first four doses of NAC were 0.27, 0.35, 0.41 and 0.30, respectively. Multivariate analysis of the echogenicity and stiffness after the third NAC revealed a sensitivity of 82%, specificity of 90%, PPV = 75%, NPV = 93%, accuracy = 88% and AUC of 0.88 for non-responding tumours (RMC > 70%). High tumour stiffness and persistent hypoechogenicity after the third NAC course allowed to accurately predict a group of non-responding tumours. A correlation between echogenicity and IBC was demonstrated as well. |
format | Online Article Text |
id | pubmed-7844231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78442312021-02-01 Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy Dobruch-Sobczak, K. Piotrzkowska-Wróblewska, H. Klimonda, Z. Karwat, P. Roszkowska-Purska, K. Clauser, P. Baltzer, P. A. T. Litniewski, J. Sci Rep Article To investigate the performance of multiparametric ultrasound for the evaluation of treatment response in breast cancer patients undergoing neoadjuvant chemotherapy (NAC). The IRB approved this prospective study. Breast cancer patients who were scheduled to undergo NAC were invited to participate in this study. Changes in tumour echogenicity, stiffness, maximum diameter, vascularity and integrated backscatter coefficient (IBC) were assessed prior to treatment and 7 days after four consecutive NAC cycles. Residual malignant cell (RMC) measurement at surgery was considered as standard of reference. RMC < 30% was considered a good response and > 70% a poor response. The correlation coefficients of these parameters were compared with RMC from post-operative histology. Linear Discriminant Analysis (LDA), cross-validation and Receiver Operating Characteristic curve (ROC) analysis were performed. Thirty patients (mean age 56.4 year) with 42 lesions were included. There was a significant correlation between RMC and echogenicity and tumour diameter after the 3rd course of NAC and average stiffness after the 2nd course. The correlation coefficient for IBC and echogenicity calculated after the first four doses of NAC were 0.27, 0.35, 0.41 and 0.30, respectively. Multivariate analysis of the echogenicity and stiffness after the third NAC revealed a sensitivity of 82%, specificity of 90%, PPV = 75%, NPV = 93%, accuracy = 88% and AUC of 0.88 for non-responding tumours (RMC > 70%). High tumour stiffness and persistent hypoechogenicity after the third NAC course allowed to accurately predict a group of non-responding tumours. A correlation between echogenicity and IBC was demonstrated as well. Nature Publishing Group UK 2021-01-28 /pmc/articles/PMC7844231/ /pubmed/33510306 http://dx.doi.org/10.1038/s41598-021-82141-3 Text en © The Author(s) 2021 Open Access This 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/. |
spellingShingle | Article Dobruch-Sobczak, K. Piotrzkowska-Wróblewska, H. Klimonda, Z. Karwat, P. Roszkowska-Purska, K. Clauser, P. Baltzer, P. A. T. Litniewski, J. Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
title | Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
title_full | Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
title_fullStr | Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
title_full_unstemmed | Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
title_short | Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
title_sort | multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7844231/ https://www.ncbi.nlm.nih.gov/pubmed/33510306 http://dx.doi.org/10.1038/s41598-021-82141-3 |
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