Prediction and Screening for Asymptomatic Carotid Artery Stenosis in Post-Radiotherapy Nasopharyngeal Carcinoma Patients
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Objective
Head and neck radiotherapy (RT) is associated with an increased risk of carotid artery stenosis; yet standardized surveillance guidelines for nasopharyngeal carcinoma (NPC) survivors remain lacking. This study aimed to develop a risk prediction model to identify individuals at heightened risk.
Methods
We conducted this retrospective cohort study using claims data from the National Taiwan University Hospital-integrative Medical Database (NTUH-iMD). A Cox-based prediction model using stepwise variable selection was developed and model performance was evaluated using the area under receiver operating characteristic (ROC) curre (AUC) and integrated Brier score (IBS). To identify the optimal timing for initiating carotid ultrasound screening in post-RT NPC patients, a multivariable Generalized Linear Mixed Model (GLMM) was used to determine the post-treatment year most strongly associated with the development of moderate or greater internal carotid artery (ICA) stenosis.
Results
Patients in the high-risk group (risk score≥5) have significantly increased risk of moderate or greater ICA stenosis, which may begin to manifest as early as the fourth year after receiving radiation therapy. Additionally, we found that, compared to the average risk of the entire cohort, the risk of developing moderate-to-severe ICA stenosis began to increase significantly and persistently around the seventh year after radiotherapy. Moreover, the model achieved an AUC of 0.623 and an IBS of 0.084, indicating moderate discriminatory ability and good overall predictive accuracy.
Conclusion
According to our proposed risk prediction model, we recommend that carotid ultrasound screening begin in the seventh year following radiation therapy, while high-risk patients should start screening earlier, beginning in the fourth year.
