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Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score
BACKGROUND: Cardiovascular disease is an important cause of mortality among survivors of breast cancer (BC). We developed a prediction model for major adverse cardiovascular events after BC therapy, which is based on conventional and BC treatment‐related cardiovascular risk factors. METHODS AND RESU...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8475066/ https://www.ncbi.nlm.nih.gov/pubmed/34369199 http://dx.doi.org/10.1161/JAHA.121.021931 |
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author | Kim, Do Young Park, Myung‐Soo Youn, Jong‐Chan Lee, Sunki Choi, Jae Hyuk Jung, Mi‐Hyang Kim, Lee Su Kim, Sung Hea Han, Seongwoo Ryu, Kyu‐Hyung |
author_facet | Kim, Do Young Park, Myung‐Soo Youn, Jong‐Chan Lee, Sunki Choi, Jae Hyuk Jung, Mi‐Hyang Kim, Lee Su Kim, Sung Hea Han, Seongwoo Ryu, Kyu‐Hyung |
author_sort | Kim, Do Young |
collection | PubMed |
description | BACKGROUND: Cardiovascular disease is an important cause of mortality among survivors of breast cancer (BC). We developed a prediction model for major adverse cardiovascular events after BC therapy, which is based on conventional and BC treatment‐related cardiovascular risk factors. METHODS AND RESULTS: The cohort of the study consisted of 1256 Asian female patients with BC from 4 medical centers in Korea and was randomized in a 1:1 ratio into the derivation and validation cohorts. The outcome measures comprised cardiovascular mortality, myocardial infarction, congestive heart failure, and transient ischemic attack/stroke. To correct overfitting, a penalized Cox proportional hazards regression was performed with a cross‐validation approach. Number of cardiovascular diseases (myocardial infarction, peripheral artery disease, heart failure, and transient ischemic attack/stroke), number of baseline cardiovascular risk factors (hypertension, age ≥60, body mass index ≥30 kg/m(2), estimated glomerular filtration rate <60 mL/min per 1.73 m(2), dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m(2) were included in the risk prediction model. The time‐dependent C‐indices at 3 and 7 years after BC diagnosis were 0.876 and 0.842, respectively, in the validation cohort. CONCLUSIONS: A prediction score model, including BC treatment‐related risk factors and conventional risk factors, was developed and validated to predict major adverse cardiovascular events in patients with BC. The CHEMO‐RADIAT (congestive heart failure, hypertension, elderly, myocardial infarction/peripheral artery occlusive disease, obesity, renal failure, abnormal lipid profile, diabetes mellitus, irradiation of the left breast, anthracycline dose, and transient ischemic attack/stroke) score may provide overall cardiovascular risk stratification in survivors of BC and can assist physicians in multidisciplinary decision‐making regarding the BC treatment. |
format | Online Article Text |
id | pubmed-8475066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84750662021-10-01 Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score Kim, Do Young Park, Myung‐Soo Youn, Jong‐Chan Lee, Sunki Choi, Jae Hyuk Jung, Mi‐Hyang Kim, Lee Su Kim, Sung Hea Han, Seongwoo Ryu, Kyu‐Hyung J Am Heart Assoc Original Research BACKGROUND: Cardiovascular disease is an important cause of mortality among survivors of breast cancer (BC). We developed a prediction model for major adverse cardiovascular events after BC therapy, which is based on conventional and BC treatment‐related cardiovascular risk factors. METHODS AND RESULTS: The cohort of the study consisted of 1256 Asian female patients with BC from 4 medical centers in Korea and was randomized in a 1:1 ratio into the derivation and validation cohorts. The outcome measures comprised cardiovascular mortality, myocardial infarction, congestive heart failure, and transient ischemic attack/stroke. To correct overfitting, a penalized Cox proportional hazards regression was performed with a cross‐validation approach. Number of cardiovascular diseases (myocardial infarction, peripheral artery disease, heart failure, and transient ischemic attack/stroke), number of baseline cardiovascular risk factors (hypertension, age ≥60, body mass index ≥30 kg/m(2), estimated glomerular filtration rate <60 mL/min per 1.73 m(2), dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m(2) were included in the risk prediction model. The time‐dependent C‐indices at 3 and 7 years after BC diagnosis were 0.876 and 0.842, respectively, in the validation cohort. CONCLUSIONS: A prediction score model, including BC treatment‐related risk factors and conventional risk factors, was developed and validated to predict major adverse cardiovascular events in patients with BC. The CHEMO‐RADIAT (congestive heart failure, hypertension, elderly, myocardial infarction/peripheral artery occlusive disease, obesity, renal failure, abnormal lipid profile, diabetes mellitus, irradiation of the left breast, anthracycline dose, and transient ischemic attack/stroke) score may provide overall cardiovascular risk stratification in survivors of BC and can assist physicians in multidisciplinary decision‐making regarding the BC treatment. John Wiley and Sons Inc. 2021-08-07 /pmc/articles/PMC8475066/ /pubmed/34369199 http://dx.doi.org/10.1161/JAHA.121.021931 Text en © 2021 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Kim, Do Young Park, Myung‐Soo Youn, Jong‐Chan Lee, Sunki Choi, Jae Hyuk Jung, Mi‐Hyang Kim, Lee Su Kim, Sung Hea Han, Seongwoo Ryu, Kyu‐Hyung Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score |
title | Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score |
title_full | Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score |
title_fullStr | Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score |
title_full_unstemmed | Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score |
title_short | Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score |
title_sort | development and validation of a risk score model for predicting the cardiovascular outcomes after breast cancer therapy: the chemo‐radiat score |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8475066/ https://www.ncbi.nlm.nih.gov/pubmed/34369199 http://dx.doi.org/10.1161/JAHA.121.021931 |
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