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Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer
BACKGROUND: Several recent randomized controlled trials (RCTs) in hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2−) metastatic breast cancer (MBC) have demonstrated significant improvements in progression-free survival (PFS); however, few have reported improv...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5942170/ https://www.ncbi.nlm.nih.gov/pubmed/29765247 http://dx.doi.org/10.2147/BCTT.S162841 |
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author | Forsythe, Anna Chandiwana, David Barth, Janina Thabane, Marroon Baeck, Johan Tremblay, Gabriel |
author_facet | Forsythe, Anna Chandiwana, David Barth, Janina Thabane, Marroon Baeck, Johan Tremblay, Gabriel |
author_sort | Forsythe, Anna |
collection | PubMed |
description | BACKGROUND: Several recent randomized controlled trials (RCTs) in hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2−) metastatic breast cancer (MBC) have demonstrated significant improvements in progression-free survival (PFS); however, few have reported improvement in overall survival (OS). The surrogacy of PFS or time to progression (TTP) for OS has not been formally investigated in HR+, HER2− MBC. METHODS: A systematic literature review of RCTs in HR+, HER2− MBC was conducted to identify studies that reported both median PFS/TTP and OS. The correlation between PFS/TTP and OS was evaluated using Pearson’s product–moment correlation and Spearman’s rank correlation. Subgroup analyses were performed to explore possible reasons for heterogeneity. Errors-in-variables weighted least squares regression (LSR) was used to model incremental OS months as a function of incremental PFS/TTP months. An exploratory analysis investigated the impact of three covariates (chemotherapy vs hormonal/targeted therapy, PFS vs TTP, and first-line therapy vs second-line therapy or greater) on OS prediction. The lower 95% prediction band was used to determine the minimum incremental PFS/TTP months required to predict OS benefit (surrogate threshold effect [STE]). RESULTS: Forty studies were identified. There was a statistically significant correlation between median PFS/TTP and OS (Pearson =0.741, P=0.000; Spearman =0.650, P=0.000). These results proved consistent for chemotherapy and hormonal/targeted therapy. Univariate LSR analysis yielded an R(2) of 0.354 with 1 incremental PFS/TTP month corresponding to 1.13 incremental OS months. Controlling the type of treatment (chemotherapy vs hormonal/targeted therapy), line of therapy (first vs subsequent), and progression measure (PFS vs TTP) led to an improved R(2) of 0.569 with 1 PFS/TTP month corresponding to 0.78 OS months. The STE for OS benefit was 5–6 months of incremental PFS/TTP. CONCLUSION: We demonstrated a significant association between PFS/TTP and OS, which may justify the use of PFS/TTP as a surrogate for OS benefit in HR+, HER2− MBC. |
format | Online Article Text |
id | pubmed-5942170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-59421702018-05-14 Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer Forsythe, Anna Chandiwana, David Barth, Janina Thabane, Marroon Baeck, Johan Tremblay, Gabriel Breast Cancer (Dove Med Press) Original Research BACKGROUND: Several recent randomized controlled trials (RCTs) in hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2−) metastatic breast cancer (MBC) have demonstrated significant improvements in progression-free survival (PFS); however, few have reported improvement in overall survival (OS). The surrogacy of PFS or time to progression (TTP) for OS has not been formally investigated in HR+, HER2− MBC. METHODS: A systematic literature review of RCTs in HR+, HER2− MBC was conducted to identify studies that reported both median PFS/TTP and OS. The correlation between PFS/TTP and OS was evaluated using Pearson’s product–moment correlation and Spearman’s rank correlation. Subgroup analyses were performed to explore possible reasons for heterogeneity. Errors-in-variables weighted least squares regression (LSR) was used to model incremental OS months as a function of incremental PFS/TTP months. An exploratory analysis investigated the impact of three covariates (chemotherapy vs hormonal/targeted therapy, PFS vs TTP, and first-line therapy vs second-line therapy or greater) on OS prediction. The lower 95% prediction band was used to determine the minimum incremental PFS/TTP months required to predict OS benefit (surrogate threshold effect [STE]). RESULTS: Forty studies were identified. There was a statistically significant correlation between median PFS/TTP and OS (Pearson =0.741, P=0.000; Spearman =0.650, P=0.000). These results proved consistent for chemotherapy and hormonal/targeted therapy. Univariate LSR analysis yielded an R(2) of 0.354 with 1 incremental PFS/TTP month corresponding to 1.13 incremental OS months. Controlling the type of treatment (chemotherapy vs hormonal/targeted therapy), line of therapy (first vs subsequent), and progression measure (PFS vs TTP) led to an improved R(2) of 0.569 with 1 PFS/TTP month corresponding to 0.78 OS months. The STE for OS benefit was 5–6 months of incremental PFS/TTP. CONCLUSION: We demonstrated a significant association between PFS/TTP and OS, which may justify the use of PFS/TTP as a surrogate for OS benefit in HR+, HER2− MBC. Dove Medical Press 2018-05-04 /pmc/articles/PMC5942170/ /pubmed/29765247 http://dx.doi.org/10.2147/BCTT.S162841 Text en © 2018 Forsythe et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Forsythe, Anna Chandiwana, David Barth, Janina Thabane, Marroon Baeck, Johan Tremblay, Gabriel Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer |
title | Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer |
title_full | Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer |
title_fullStr | Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer |
title_full_unstemmed | Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer |
title_short | Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2− metastatic breast cancer |
title_sort | progression-free survival/time to progression as a potential surrogate for overall survival in hr+, her2− metastatic breast cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5942170/ https://www.ncbi.nlm.nih.gov/pubmed/29765247 http://dx.doi.org/10.2147/BCTT.S162841 |
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