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Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Development and Validation of a Thoracic Aortic Calcification-Based Nomogram for Early Myocardial Injury in Breast
Lingqu Zhou1, Liangjiao Wang1, Junjie Wang2,3
1Department of Ultrasonography and Electrocardiograms, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China.
Abstract:
Early identification of patients with breast cancer who are at increased risk of treatment-related myocardial injury may support individualized cardiovascular surveillance. This retrospective study included 551 patients treated at Sun Yat-sen Memorial Hospital between January 2014 and December 2021. All patients had chest computed tomography data and at least three high-sensitivity cardiac troponin T (hs-cTnT) measurements. Early myocardial injury was defined as hs-cTnT > 14 ng/L within 6 months after treatment. Patients were randomly divided into training (n = 366) and validation (n = 185) cohorts. Candidate predictors were identified using univariable Cox regression and least absolute shrinkage and selection operator regression. A multivariable Cox model was then used to construct the nomogram. Baseline hs-cTnT, high-density lipoprotein cholesterol, thoracic aortic calcification score, and anti-human epidermal growth factor receptor 2 therapy were retained as independent predictors. In the validation cohort, the nomogram showed good discrimination, with an area under the receiver operating characteristic curve of 0.901 and a concordance index of 0.882. Calibration curves indicated agreement between predicted and observed risks. Decision curve analysis suggested clinical utility, while risk stratification identified distinct groups in both cohorts (p < 0.001). This thoracic aortic calcification-based nomogram may support the identification of patients at high risk of early myocardial injury after anticancer therapy.
