Why the study?
The clinical use of anthracyclines is limited by the risk of cardiotoxicity, prompting the development of a clinical prediction model for liposomal doxorubicin-induced cardiotoxicity in adult breast cancer patients.
Can a multivariable clinical prediction model predict liposomal doxorubicin-induced cardiotoxicity in adult breast cancer patients?
Can a multivariable clinical prediction model predict liposomal doxorubicin-induced cardiotoxicity in adult breast cancer patients?
A multivariable clinical prediction model demonstrated good discrimination (AUC 0.781) for predicting liposomal doxorubicin-induced cardiotoxicity in breast cancer patients.
May aid risk stratification in breast cancer patients on liposomal doxorubicin; leaves open need for prospective validation before clinical use.
Background: The clinical use of anthracyclines is limited by the risk of cardiotoxicity. So, we aim to develop a clinical prediction model for liposomal doxorubicin-induced cardiotoxicity in adult breast cancer patients. Methods: We designed a multicenter retrospective cohort study. A total of 257 hospitalized breast cancer patients treated with doxorubicin liposomes were finally enrolled in the study, including 58 patients from Beijing Friendship Hospital and 199 from Beijing Cancer Hospital. In all, 32 cases developed cardiotoxicity, including 4 at the Beijing Friendship Hospital and 28 at the Beijing Cancer Hospital. The study involved breast cancer patients with no pre-existing heart disease, whose clinical data were collected from their medical records. All patients underwent electrocardiogram (ECG) and/or left ventricular ejection fraction (LVEF) measurements prior to treatment with doxorubicin liposomes. Patients were clinically assessed after each cycle of treatment, and ECG and/or LVEF measurements were performed at least once after treatment. Liposomal doxorubicin-induced cardiotoxicity was defined when one of the following three conditions was met: (I) a reduction in LVEF of at least 5% from the baseline and the absolute value was less than 55%, accompanied by congestive heart failure (CHF) symptoms or signs; (II) a reduction in LVEF of at least 10% to an absolute value of less than 55%, without CHF symptoms or signs; (III) the definite diagnosis of CHF. Variables associated with cardiotoxicity were identified by univariate and multivariate logistic regression, and the consistency and differentiation of the final model were evaluated. Results: was 2.696 and the P value was 0.747, and the resultant predictive model had an area under the receiver operating characteristic (ROC; AUC) curve of 0.781. Conclusions: This study established a risk prediction model for liposomal doxorubicin-induced cardiotoxicity in breast cancer patients and performed a stratified risk scores.
No takes yet. Share an insight, caveat, or question.
Sun et al. (2022) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: