Back to Search
Start Over
Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO‐RADIAT Score
- Source :
- Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
- Publication Year :
- 2021
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2021.
-
Abstract
- BackgroundCardiovascular 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 ResultsThe 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/m2, estimated glomerular filtration rate 2, dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m2were 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.ConclusionsA 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.
- Subjects :
- Adult
Oncology
medicine.medical_specialty
Time Factors
Clinical Decision-Making
Antineoplastic Agents
Breast Neoplasms
risk stratification
Disease
Risk Assessment
Decision Support Techniques
breast cancer
Breast cancer
Predictive Value of Tests
Risk Factors
Cardiovascular Disease
Internal medicine
Republic of Korea
medicine
Humans
Preventive Cardiology
Radiation Injuries
Retrospective Studies
Original Research
Framingham Risk Score
Radiotherapy
business.industry
Reproducibility of Results
Middle Aged
medicine.disease
major adverse cardiovascular events
Cardiotoxicity
multicenter cohort
prediction model
Treatment Outcome
Cardiovascular Diseases
Risk stratification
Cardio-Oncology
Female
Cardiology and Cardiovascular Medicine
business
Cardiovascular outcomes
Subjects
Details
- ISSN :
- 20479980
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Journal of the American Heart Association
- Accession number :
- edsair.doi.dedup.....dd77dd3299672ada42be348d6b96a894
- Full Text :
- https://doi.org/10.1161/jaha.121.021931