Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2– metastatic breast cancer
Anna Forsythe,1 David Chandiwana,2 Janina Barth,3 Marroon Thabane,4 Johan Baeck,2 Gabriel Tremblay1 1Purple Squirrel Economics, New York, NY, 2Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA; 3Novartis Pharma GmbH, Nuremberg, Germany; 4Novartis Pharmaceuticals Incorporated, Dorval, QC, C...
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doaj-b130891fd44440589d317bb8464bd33a2020-11-24T23:46:13ZengDove Medical PressBreast Cancer : Targets and Therapy1179-13142018-05-01Volume 10697838140Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2– metastatic breast cancerForsythe AChandiwana DBarth JThabane MBaeck JTremblay GAnna Forsythe,1 David Chandiwana,2 Janina Barth,3 Marroon Thabane,4 Johan Baeck,2 Gabriel Tremblay1 1Purple Squirrel Economics, New York, NY, 2Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA; 3Novartis Pharma GmbH, Nuremberg, Germany; 4Novartis Pharmaceuticals Incorporated, Dorval, QC, Canada 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 R2 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 R2 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. Keywords: breast cancer, overall survival, progression-free survival, time to progression, correlation analysis, surrogate endpointhttps://www.dovepress.com/progression-free-survivaltime-to-progression-as-a-potential-surrogate--peer-reviewed-article-BCTTBreast canceroverall survivalprogression-free survivaltime to progressioncorrelation analysissurrogate endpoint |
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language |
English |
format |
Article |
sources |
DOAJ |
author |
Forsythe A Chandiwana D Barth J Thabane M Baeck J Tremblay G |
spellingShingle |
Forsythe A Chandiwana D Barth J Thabane M Baeck J Tremblay G Progression-free survival/time to progression as a potential surrogate for overall survival in HR+, HER2– metastatic breast cancer Breast Cancer : Targets and Therapy Breast cancer overall survival progression-free survival time to progression correlation analysis surrogate endpoint |
author_facet |
Forsythe A Chandiwana D Barth J Thabane M Baeck J Tremblay G |
author_sort |
Forsythe A |
title |
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_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_sort |
progression-free survival/time to progression as a potential surrogate for overall survival in hr+, her2– metastatic breast cancer |
publisher |
Dove Medical Press |
series |
Breast Cancer : Targets and Therapy |
issn |
1179-1314 |
publishDate |
2018-05-01 |
description |
Anna Forsythe,1 David Chandiwana,2 Janina Barth,3 Marroon Thabane,4 Johan Baeck,2 Gabriel Tremblay1 1Purple Squirrel Economics, New York, NY, 2Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA; 3Novartis Pharma GmbH, Nuremberg, Germany; 4Novartis Pharmaceuticals Incorporated, Dorval, QC, Canada 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 R2 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 R2 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. Keywords: breast cancer, overall survival, progression-free survival, time to progression, correlation analysis, surrogate endpoint |
topic |
Breast cancer overall survival progression-free survival time to progression correlation analysis surrogate endpoint |
url |
https://www.dovepress.com/progression-free-survivaltime-to-progression-as-a-potential-surrogate--peer-reviewed-article-BCTT |
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