Does an external survival prediction model accurately predict long-term survival in patients undergoing scheduled abdominal aortic aneurysm repair?
An external calculator using only pre-operative variables can accurately predict long-term survival after scheduled abdominal aortic aneurysm repair.
We observed survival after scheduled repair of abdominal aortic aneurysm in 1096 patients for a median (IQR range) of 3.0 (1.5-5.8 0-15) years: 943 patients had complete data, 250 of whom died. We compared discrimination and calibration of an external model with the Kaplan-Meier model generated from the study data. Integrated Brier misclassification scores for both models at 1-5 postoperative years were 0.04, 0.08, 0.11, 0.13 and 0.16, respectively. Harrel's concordance index at 1-5 postoperative years was 0.73, 0.71, 0.68, 0.67 and 0.66, respectively. Groups with median 5-year predicted mortality of 40% (n = 251), 18% (n = 414) and 8% (n = 164) had lower observed mortality than 114 patients with 70% predicted mortality, hazard ratio (95% CI): 0.58 (0.37-0.76), p = 0.0031; 0.30 (0.19-0.48), p = 1.7 × 10(-12) and 0.19 (0.13-0.27), p = 1.3 × 10(-10) , respectively, test for trend p = 5.6 × 10(-15) . Survival predicted by the external calculator was similar to the Kaplan-Meier estimate.
Carlisle et al. (Sun,) studied this question.
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