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Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer
PURPOSE: The recent publication of the ACOSOG Z1031 trial results demonstrated that Ki-67 proliferation marker-based neoadjuvant endocrine therapy response monitoring could be used for tailoring the use of adjuvant chemotherapy in ER+HER2-negative breast cancer patients. In this paper, we describe t...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543203/ https://www.ncbi.nlm.nih.gov/pubmed/28612227 http://dx.doi.org/10.1007/s10549-017-4329-y |
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author | Goncalves, Rodrigo DeSchryver, Katherine Ma, Cynthia Tao, Yu Hoog, Jeremy Cheang, Maggie Crouch, Erika Dahiya, Neha Sanati, Souzan Barnes, Michael Sarian, Luis Otávio Zanatta Olson, John Allred, Donald Craig Ellis, Matthew J. |
author_facet | Goncalves, Rodrigo DeSchryver, Katherine Ma, Cynthia Tao, Yu Hoog, Jeremy Cheang, Maggie Crouch, Erika Dahiya, Neha Sanati, Souzan Barnes, Michael Sarian, Luis Otávio Zanatta Olson, John Allred, Donald Craig Ellis, Matthew J. |
author_sort | Goncalves, Rodrigo |
collection | PubMed |
description | PURPOSE: The recent publication of the ACOSOG Z1031 trial results demonstrated that Ki-67 proliferation marker-based neoadjuvant endocrine therapy response monitoring could be used for tailoring the use of adjuvant chemotherapy in ER+HER2-negative breast cancer patients. In this paper, we describe the development of the Ki-67 clinical trial assay used for this study. METHODS: Ki-67 assay assessment focused on reproducing a 2.7% Ki-67 cut-point (CP) required for calculating the Preoperative Endocrine Prognostic Index and a 10% CP for poor endocrine therapy response identification within the first month of neoadjuvant endocrine treatment. Image analysis was assessed to increase the efficiency of the scoring process. Clinical outcome concordance for two independent Ki-67 scores was the primary performance metric. RESULTS: Discordant scores led to a triage approach where cases with complex histological features that software algorithms could not resolve were flagged for visual point counting (17%). The final Ki-67 scoring approach was run on T1/2 N0 cases from the P024 and POL trials (N = 58). The percent positive agreement for the 2.7% CP was 87.5% (95% CI 61.7–98.5%); percent negative agreement 88.9% (95% CI: 65.3–98.6%). Minor discordance did not affect the ability to predict similar relapse-free outcomes (Log-Rank P = 0.044 and P = 0.055). The data for the 10% early triage CP in the POL trial were similar (N = 66), the percentage positive agreement was 100%, and percent negative agreement 93.55% (95% CI: 78.58–99.21%). The independent survival predictions were concordant (Log-rank P = 0.0001 and P = 0.01). CONCLUSIONS: We have developed an efficient and reproducible Ki-67 scoring system that was approved by the Clinical Trials Evaluation Program for NCI-supported neoadjuvant endocrine therapy trials. Using the methodology described here, investigators are able to identify a subgroup of patients with ER+HER2-negative breast cancer that can be safely managed without the need of adjuvant chemotherapy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10549-017-4329-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5543203 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-55432032017-08-17 Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer Goncalves, Rodrigo DeSchryver, Katherine Ma, Cynthia Tao, Yu Hoog, Jeremy Cheang, Maggie Crouch, Erika Dahiya, Neha Sanati, Souzan Barnes, Michael Sarian, Luis Otávio Zanatta Olson, John Allred, Donald Craig Ellis, Matthew J. Breast Cancer Res Treat Clinical Trial PURPOSE: The recent publication of the ACOSOG Z1031 trial results demonstrated that Ki-67 proliferation marker-based neoadjuvant endocrine therapy response monitoring could be used for tailoring the use of adjuvant chemotherapy in ER+HER2-negative breast cancer patients. In this paper, we describe the development of the Ki-67 clinical trial assay used for this study. METHODS: Ki-67 assay assessment focused on reproducing a 2.7% Ki-67 cut-point (CP) required for calculating the Preoperative Endocrine Prognostic Index and a 10% CP for poor endocrine therapy response identification within the first month of neoadjuvant endocrine treatment. Image analysis was assessed to increase the efficiency of the scoring process. Clinical outcome concordance for two independent Ki-67 scores was the primary performance metric. RESULTS: Discordant scores led to a triage approach where cases with complex histological features that software algorithms could not resolve were flagged for visual point counting (17%). The final Ki-67 scoring approach was run on T1/2 N0 cases from the P024 and POL trials (N = 58). The percent positive agreement for the 2.7% CP was 87.5% (95% CI 61.7–98.5%); percent negative agreement 88.9% (95% CI: 65.3–98.6%). Minor discordance did not affect the ability to predict similar relapse-free outcomes (Log-Rank P = 0.044 and P = 0.055). The data for the 10% early triage CP in the POL trial were similar (N = 66), the percentage positive agreement was 100%, and percent negative agreement 93.55% (95% CI: 78.58–99.21%). The independent survival predictions were concordant (Log-rank P = 0.0001 and P = 0.01). CONCLUSIONS: We have developed an efficient and reproducible Ki-67 scoring system that was approved by the Clinical Trials Evaluation Program for NCI-supported neoadjuvant endocrine therapy trials. Using the methodology described here, investigators are able to identify a subgroup of patients with ER+HER2-negative breast cancer that can be safely managed without the need of adjuvant chemotherapy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10549-017-4329-y) contains supplementary material, which is available to authorized users. Springer US 2017-06-13 2017 /pmc/articles/PMC5543203/ /pubmed/28612227 http://dx.doi.org/10.1007/s10549-017-4329-y Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Clinical Trial Goncalves, Rodrigo DeSchryver, Katherine Ma, Cynthia Tao, Yu Hoog, Jeremy Cheang, Maggie Crouch, Erika Dahiya, Neha Sanati, Souzan Barnes, Michael Sarian, Luis Otávio Zanatta Olson, John Allred, Donald Craig Ellis, Matthew J. Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
title | Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
title_full | Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
title_fullStr | Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
title_full_unstemmed | Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
title_short | Development of a Ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
title_sort | development of a ki-67-based clinical trial assay for neoadjuvant endocrine therapy response monitoring in breast cancer |
topic | Clinical Trial |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543203/ https://www.ncbi.nlm.nih.gov/pubmed/28612227 http://dx.doi.org/10.1007/s10549-017-4329-y |
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