Author:
Fan Jin,Liu Yanlong,Cai Xin,Wang Jingwen,Guo Rui,Ji Yuan,Li Chao,Xu Ye,Li Xinxiang,Zhang Chundong,Zhang Rui,Zhu Ji,Cai Sanjun
Abstract
BackgroundThe prognostic stratification of colon cancer using only the tumor-node-metastasis (TNM) stage has some limitations. We sought to increase the accuracy of stratifying patients with stage III colon cancer by constructing a prognostic model combining carcinoembryonic antigen (CEA) with TNM.MethodsWe retrospectively analyzed the data generated from stage III colon cancer patients who had early postoperative CEA measurement from 21 to 100 days after surgery from 2006 to 2017. CEA value was processed using restricted cubic splines (RCS) method. The prognostic model was developed using cox proportional hazards regression.ResultsThe time later than 20 days after surgery was optimal for measuring CEA, which was determined by comparing the prognostic value for preoperative and postoperative CEA (N = 2,049), and by evaluating the relationship between the hazard ratio (HR) and postoperative CEA measuring time. Postoperative CEA, T stage and N stage were selected into the final model, and the mean integrated-AUC (iAUC) was 0.78 with 1,000 × bootstrap resampling, which was higher than the model using only T and N stages (TN model; mean iAUC, 0.66). The net reclassification improvement (NRI) was 15% when compared with TN model. Patients could be divided into high and low risk groups by the model, and 3-year disease-free survival (DFS) were 53.7% and 87.0%, respectively (HR, 4.30; 95% CI, 2.65 to 6.96; P < 0.001). Similar results were found in the validation set.ConclusionsStage III colon cancer could be stratified more accurately using the new prognostic model combining postoperative CEA with T and N stage.
Funder
Natural Science Foundation of Shanghai
Shenyang Science and Technology Bureau
Harbin Medical University Cancer Hospital
China Scholarship Council
Cited by
4 articles.
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