Automated Quantification of Coronary Artery Calcifications on Radiotherapy Planning CTs for Cardiovascular Risk Prediction in Breast Cancer Patients: the BRAGATSTON Study

Cardiovascular disease (CVD) is the second most common cause of death in breast cancer patients. Certain adjuvant treatments (e.g. anthracyclines, radiotherapy) increase the risk of CVD, in particular in patients with pre-existing CVD risk factors. Early identification of these patients enables targeted cardioprotective interventions, and switching to less cardiotoxic treatments. The strongest independent CVD risk factor is the presence and amount of coronary artery calcium (CAC). In clinical practice, CAC is quantified on cardiac CTs. Breast cancer patients treated with radiotherapy routinely undergo planning CTs. These inferior quality CTs may give the opportunity to routinely assess CAC.

The BRAGATSTON study is a multicenter retrospective observational cohort study (UMC Utrecht, Erasmus Medical Center and Radboudumc). The project is divided into three work packages (WP), each WP with a unique aim:

WP 1: To develop/optimize and validate the UMC Utrecht developed automated software to determine the presence and the amount of CAC (CAC score) on radiotherapy planning CT scans of breast cancer patients.

WP 2a: To evaluate the association between CAC score measured automatically on planning CT scans and the risk of incident (non-)fatal cardiovascular events in breast cancer patients.

WP 2b: To evaluate if the association as defined by work package 2a is modified by type of adjuvant treatment.