首页|胆囊癌根治性切除术后复发影响因素及列线图预测模型构建

胆囊癌根治性切除术后复发影响因素及列线图预测模型构建

Influencing factors of recurrence of gallbladder cancer after radical resection and construction of Nomogram prediction model

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目的:探讨胆囊癌根治性切除患者术后复发的影响因素及建立预后的列线图预测模型。方法:本研究对象为2011年3月1日至2019年12月31日南昌大学第二附属医院收治的118例胆囊癌根治性切除术后患者。患者均签署知情同意书,符合医学伦理学规定。其中男34例,女84例;年龄31~83岁,中位年龄61岁;随访期间复发78例。采用Cox比例风险回归模型分析复发独立预测因素,并建立相关列线图预测模型。采用ROC、校正曲线、决策分析曲线评估其预测价值。结果:多因素Cox回归分析显示,CA19-9升高、T3~T4分期、N1~N2分期是胆囊癌根治性切除术后复发的独立危险因素(HR=2.901,21.462,2.558;P<0.05)。基于3项独立影响因素建立列线图模型的C指数为0.828,该模型对患者术后1、2、3年无复发生存预测的ROC曲线下面积分别为0.90、0.97、0.99,提示列线图模型具有良好的预测能力。校正曲线显示较好的一致性。决策分析曲线显示较好的临床适用性。结论:CA19-9、T分期、N分期是胆囊癌根治性切除患者术后复发的影响因素,基于影响因素建立的列线图模型具有较好的预测性。
Objective:To investigate the influencing factors of recurrence in patients with gallbladder cancer after radical resection and to establish a Nomogram prediction model for the clinical prognosis.Methods:118 patients with gallbladder cancer undergoing radical resection in the Second Affiliated Hospital of Nanchang University from March 1, 2011 to December 31, 2019 were recruited in this study. The informed consents of all patients were obtained and the local ethical committee approval was received. Among them, 34 patients were male and 84 female, aged from 31 to 83 years, with a median age of 61 years. 78 cases recurred during the follow-up. The independent risk factors of recurrence were identified by Cox's proportional hazard regression model, and the Nomogram prediction model was established. The prediction value of this model was assessed by ROC, calibration curve and decision analysis curve.Results:Multivariate Cox's regression analysis showed that elevated CA19-9, T3-T4 stage and N1-N2 stage were the independent risk factors for the recurrence of gallbladder cancer after radical resection (HR=2.901, 21.462, 2.558; P<0.05). The C-index of Nomogram model based on the 3 risk factors was 0.828. The area under the ROC curve (AUC) of this model for predicting the 1-, 2- and 3-year recurrence-free survival of patients was 0.90, 0.97 and 0.99, indicating that the Nomogram model had high predictive value. The calibration curve showed a high consistency. Decision analysis curve revealed a high application value in clinical practice.Conclusions:CA19-9, T stage and N stage are the influencing factors of postoperative recurrence of gallbladder cancer after radical resection. The Nomogram model based on these influencing factors yields high predictive value.

谭涛、胡志刚、周兵海、吴华俊、余新、袁荣发、邹书兵、王恺

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330006 南昌大学第二附属医院肝胆胰外科;412007 湖南省株洲市,中南大学湘雅医院附属株洲医院肝胆胰脾外一科

330006 南昌大学第二附属医院肝胆胰外科;江西省普通外科疾病临床研究中心

胆囊肿瘤 外科手术 复发 列线图 预测模型

国家自然科学基金

82060454

2023

中华肝脏外科手术学电子杂志
中华医学会

中华肝脏外科手术学电子杂志

CSTPCD
影响因子:0.822
ISSN:2095-3232
年,卷(期):2023.12(2)
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