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Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer
BACKGROUND: Adjuvant trastuzumab improves survival for women with human epidermal growth factor receptor 2‐positive breast cancer, but increases risk for heart failure (HF) and cardiomyopathy (CM). However, clinical trials may underestimate HF/CM risk because they enroll younger subjects with fewer...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Publishing Ltd
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3959671/ https://www.ncbi.nlm.nih.gov/pubmed/24584736 http://dx.doi.org/10.1161/JAHA.113.000472 |
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author | Ezaz, Ghideon Long, Jessica B. Gross, Cary P. Chen, Jersey |
author_facet | Ezaz, Ghideon Long, Jessica B. Gross, Cary P. Chen, Jersey |
author_sort | Ezaz, Ghideon |
collection | PubMed |
description | BACKGROUND: Adjuvant trastuzumab improves survival for women with human epidermal growth factor receptor 2‐positive breast cancer, but increases risk for heart failure (HF) and cardiomyopathy (CM). However, clinical trials may underestimate HF/CM risk because they enroll younger subjects with fewer cardiac risk factors. We sought to develop a clinical risk score that identifies older women with breast cancer who are at higher risk of HF or CM after trastuzumab. METHODS AND RESULTS: Using the Surveillance, Epidemiology and End Results (SEER)‐Medicare database, we identified women with breast cancer who received adjuvant trastuzumab. Using a split‐sample design, we used a proportional hazards model to identify candidate predictors of HF/CM in a derivation cohort. A risk score was constructed using regression coefficients, and HF/CM rates were calculated in the validation cohort. The sample consisted of 1664 older women (mean age 73.6 years) with 3‐year HF/CM rate of 19.1%. A risk score consisting of age, adjuvant chemotherapy, coronary artery disease, atrial fibrillation or flutter, diabetes mellitus, hypertension, and renal failure was able to classify HF/CM risk into low (0 to 3 points), medium (4 to 5 points), and high (≥6 points) risk strata with 3‐year rates of 16.2%, 26.0%, and 39.5%, respectively. CONCLUSIONS: A 7‐factor risk score was able to stratify 3‐year risk of HF/CM after trastuzumab between the lowest and highest risk groups by more than 2‐fold in a Medicare population. These findings will inform future research aimed at further developing a clinical risk score for HF/CM for breast cancer patients of all ages. |
format | Online Article Text |
id | pubmed-3959671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Blackwell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-39596712014-03-20 Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer Ezaz, Ghideon Long, Jessica B. Gross, Cary P. Chen, Jersey J Am Heart Assoc Original Research BACKGROUND: Adjuvant trastuzumab improves survival for women with human epidermal growth factor receptor 2‐positive breast cancer, but increases risk for heart failure (HF) and cardiomyopathy (CM). However, clinical trials may underestimate HF/CM risk because they enroll younger subjects with fewer cardiac risk factors. We sought to develop a clinical risk score that identifies older women with breast cancer who are at higher risk of HF or CM after trastuzumab. METHODS AND RESULTS: Using the Surveillance, Epidemiology and End Results (SEER)‐Medicare database, we identified women with breast cancer who received adjuvant trastuzumab. Using a split‐sample design, we used a proportional hazards model to identify candidate predictors of HF/CM in a derivation cohort. A risk score was constructed using regression coefficients, and HF/CM rates were calculated in the validation cohort. The sample consisted of 1664 older women (mean age 73.6 years) with 3‐year HF/CM rate of 19.1%. A risk score consisting of age, adjuvant chemotherapy, coronary artery disease, atrial fibrillation or flutter, diabetes mellitus, hypertension, and renal failure was able to classify HF/CM risk into low (0 to 3 points), medium (4 to 5 points), and high (≥6 points) risk strata with 3‐year rates of 16.2%, 26.0%, and 39.5%, respectively. CONCLUSIONS: A 7‐factor risk score was able to stratify 3‐year risk of HF/CM after trastuzumab between the lowest and highest risk groups by more than 2‐fold in a Medicare population. These findings will inform future research aimed at further developing a clinical risk score for HF/CM for breast cancer patients of all ages. Blackwell Publishing Ltd 2014-02-28 /pmc/articles/PMC3959671/ /pubmed/24584736 http://dx.doi.org/10.1161/JAHA.113.000472 Text en © 2014 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley Blackwell. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/3.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Research Ezaz, Ghideon Long, Jessica B. Gross, Cary P. Chen, Jersey Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer |
title | Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer |
title_full | Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer |
title_fullStr | Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer |
title_full_unstemmed | Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer |
title_short | Risk Prediction Model for Heart Failure and Cardiomyopathy After Adjuvant Trastuzumab Therapy for Breast Cancer |
title_sort | risk prediction model for heart failure and cardiomyopathy after adjuvant trastuzumab therapy for breast cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3959671/ https://www.ncbi.nlm.nih.gov/pubmed/24584736 http://dx.doi.org/10.1161/JAHA.113.000472 |
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