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Nomograms for predicting overall survival and cancer-specific survival in patients with surgically resected intrahepatic cholangiocarcinoma

机译:诺法图预测手术切除的肝内胆管癌患者的总体生存率和癌症特异性生存率

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Purpose: To develop and validate nomograms for predicting overall survival (OS) and cancer-specific survival (CSS) in patients with surgically resected intrahepatic cholangiocarcinoma (ICC). Patients and methods: The nomograms were developed using a development cohort of 947 ICC patients after surgery selected from Surveillance, Epidemiology, and End Results database, and externally validated using a training cohort of 159 patients admitted at our institution. Nomograms for OS and CSS were established based on the independent prognostic factors identified by COX regression models and Fine and Grey’s models, respectively. The performance of the nomograms was validated internally and externally by using the concordance index (c-index), and calibration plot, and compared with that of AJCC 8th edition TNM staging system by using c-index and decision curve analysis. Results: Age, T stage, M stage, lymph node ratio (LNR) level and tumor grade were independent prognostic predictors for OS in ICC patients, while T stage, M stage, LNR level and tumor grade were independent prognostic predictors for CSS. Nomogram predicting OS was with a c-index of 0.751 on internal validation and 0.725 up to external validation, while nomogram for CSS was with a c-index of 0.736 on internal validation and 0.718 up to external validation. Calibration plots exhibited that the nomograms-predicted and actual OS/CSS probabilities were fitted well on both internal and external validation. Additionally, the nomograms exhibited superiority over AJCC 8th edition TNM staging system with higher c-indices and net benefit gains, in predicting OS and CSS in ICC patients after surgery. Conclusion: The constructed nomograms could predict OS and CSS with good performance, which could be served as an effective tool for prognostic evaluation and individual treatment strategies optimization in ICC patients after surgery in clinical practice.
机译:目的:建立并验证列线图,以预测外科手术切除的肝内胆管癌(ICC)患者的总生存期(OS)和癌症特异性生存期(CSS)。患者和方法:诺模图使用从监测,流行病学和最终结果数据库中选择的947位ICC术后患者的发展队列开发,并使用我们机构收治的159名患者的培训队列进行外部验证。基于COX回归模型和Fine和Grey模型分别确定的独立预后因素,建立了OS和CSS的线型图。通过使用一致性指数(c-index)和校准图在内部和外部对列线图的性能进行了验证,并通过c-index和决策曲线分析将其与AJCC第八版TNM分期系统进行了比较。结果:年龄,T期,M期,淋巴结比率(LNR)水平和肿瘤分级是ICC患者OS的独立预后指标,而T期,M期,LNR水平和肿瘤分级是CSS的独立预后指标。预测OS的线型图在内部验证时的c指数为0.751,在外部验证时的0.725,而在内部验证时的CSS线图的c指数为0.736,在外部验证时的c-指数为0.718。校准图显示,内部和外部验证均很好地拟合了列线图预测的和实际的OS / CSS概率。此外,在预测术后ICC患者的OS和CSS方面,诺模图显示优于AJCC第8版TNM分期系统,具有更高的c指数和净收益。结论:构建的列线图可以较好地预测OS和CSS,可作为临床实践中ICC病人进行预后评估和优化个体治疗策略的有效工具。

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