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Development and validation of prognostic nomograms for pseudomyxoma peritonei patients after surgery: A population-based study

机译:手术后假瘤腹膜腹膜腹膜患者预后载体的开发与验证:基于人群的研究

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Background : The aim of study was to develop and validate nomograms for predicting overall survival (OS) and cancer-specific survival (CSS) of patients with pseudomyxoma peritonei (PMP) and compare the predictive accuracy with the American Joint Committee on Cancer (AJCC) staging system. Methods : Data of 4959 PMP patients who underwent surgical resection were collected between 2004 and 2015 from the Surveillance Epidemiology and End Results (SEER) database. All included patients were divided into training (n = 3307) and validation (n = 1652) cohorts. The Kaplan–Meier method and Cox proportional hazard model were applied. Nomograms were validated by discrimination and calibration. Finally, concordance index (C-index) was used to compare the predictive performance of nomograms with that of the AJCC staging system. Results : According to the univariate and multivariate analyses of training sets, both nomograms for predicting OS and CSS combining age, grade, location, N stage, M stage, and chemotherapy were identified. Nomograms predicting OS also incorporated T stage and the number of lymph nodes removed (LNR). The calibration curves showed good consistency between predicted and actual observed survival. Moreover, C-index values demonstrated that the nomograms predicting both OS and CSS were superior to the AJCC staging system in both cohorts. Conclusion : We successfully developed and validated prognostic nomograms for predicting OS and CSS in PMP patients. Two nomograms were more accurate and applicable than the AJCC staging system for predicting patient survival, which may help clinicians stratify patients into different risk groups, tailor individualized treatment, and accurately predict patient survival in PMP.
机译:背景:研究的目的是开发和验证用于预测患者患者的胚胎患者(PMP)的整体存活(OS)和癌症特异性生存(CSS),并比较与美国癌症联合委员会(AJCC)的预测准确性分期系统。方法:从监测流行病学和最终结果(SEER)数据库,收集了2004年至2015年在2004年至2015年间接受手术切除的4959例PMP患者。所有包括患者分为训练(n = 3307)和验证(n = 1652)群。应用了Kaplan-Meier方法和Cox比例危险模型。通过歧视和校准验证了载体。最后,使用一致性索引(C-Index)来比较AJCC暂存系统的NOMA图的预测性能。结果:根据训练集的单变量和多变量分析,确定了用于预测OS和CSS的载体组合年龄,等级,位置,N阶段,M阶段和化疗。预测OS的载体也掺入了T阶段和移除的淋巴结数(LNR)。校准曲线在预测和实际观察到的存活之间显示出良好的一致性。此外,C折射率值证明预测OS和CSS两者和CSS在两个队列中的AJCC分期系统都优于AJCC分期系统。结论:我们成功开发和验证了预测PMP患者的OS和CSS的预后载体。两个载体比AJCC分期系统更准确,适用于预测患者存活,这可能有助于临床医生将患者分析为不同的风险群体,量身定制个体化治疗,并准确地预测PMP中的患者存活。

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