Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO-RADIAT Score

J Am Heart Assoc. 2021 Aug 17;10(16):e021931. doi: 10.1161/JAHA.121.021931. Epub 2021 Aug 7.

Abstract

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/m2, estimated glomerular filtration rate <60 mL/min per 1.73 m2, dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m2 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.

Keywords: breast cancer; major adverse cardiovascular events; multicenter cohort; prediction model; risk stratification.

Publication types

  • Multicenter Study
  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Adult
  • Antineoplastic Agents / administration & dosage
  • Antineoplastic Agents / adverse effects*
  • Breast Neoplasms / diagnosis
  • Breast Neoplasms / mortality
  • Breast Neoplasms / therapy*
  • Cardiotoxicity
  • Cardiovascular Diseases / diagnosis
  • Cardiovascular Diseases / etiology*
  • Cardiovascular Diseases / mortality
  • Clinical Decision-Making
  • Decision Support Techniques*
  • Female
  • Humans
  • Middle Aged
  • Predictive Value of Tests
  • Radiation Injuries / diagnosis
  • Radiation Injuries / etiology*
  • Radiation Injuries / mortality
  • Radiotherapy / adverse effects
  • Reproducibility of Results
  • Republic of Korea
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • Time Factors
  • Treatment Outcome

Substances

  • Antineoplastic Agents