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Development and Validation of an Individualized Nomogram for Predicting Survival in Patients with Esophageal Carcinoma after Resection

机译:在切除后食管癌患者存活的个性化载体的开发与验证

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An accurate estimation of prognosis of the esophageal carcinoma patients after surgery is urgently needed. Clinical nomogram has been developed to quantify risk by incorporating prognostic factors for individual patient. Based on the Surveillance, Epidemiology, and End Results (SEER) database from 2004 to 2013, a total of 4566 patients were selected. Of those, 3198 patients were assigned to training set to construct the nomogram, which incorporated age, gender, histology, grade, T stage, N stage, nodes examined, radiation and chemotherapy. The calibration curve for probability of survival showed good agreement between prediction by nomogram and actual observation. The C-index of the nomogram was 0.71(95%CI 0.70-0.72), which was statistically higher than the TNM staging system. The results were then validated using bootstrap resampling and a validation set of 1368 patients in the SEER database. Besides, in the esophageal squamous cell carcinoma and esophageal adenocarcinoma subgroups, the nomogram discrimination was superior to the TNM staging system. It is likely that these results would play a supplementary role in the current staging system and help to identify the high risk population after surgery.? The author(s).
机译:迫切需要准确估计手术后食管癌患者预后的估算。已经制定了临床诺图来通过纳入个体患者的预后因素来量化风险。根据2004年至2013年监测,流行病学和最终结果(SEER)数据库,共选出4566名患者。其中,将3198名患者分配到培训集,以构建载体,其中包含年龄,性别,组织学,等级,T阶段,N阶段,探查,辐射和化疗。校准曲线对于存活率的概率显示在罗维图预测与实际观察之间的良好一致性。 NOM图的C折射率为0.71(95%CI 0.70-0.72),其统计学上高于TNM分期系统。然后使用Bootstrap Res采样和Seer数据库中的1368名患者验证结果进行验证。此外,在食管鳞状细胞癌和食道腺癌亚组中,铭文鉴别优于TNM分期系统。这些结果可能会在当前分期系统中发挥补充作用,并有助于识别手术后的高风险群体。作者。

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