临床外科杂志 ›› 2025, Vol. 33 ›› Issue (4): 416-419.doi: 10.3969/j.issn.1005-6483.20240256

• 论著 • 上一篇    下一篇

肝胆管结石手术后复发风险模型建立与验证

陶家政,冯世友,陈刚   

  1. 404500 重庆市云阳县中医院外一科
  • 收稿日期:2024-02-27 出版日期:2025-04-20 发布日期:2025-04-20
  • 通讯作者: 陶家政,Email:Albynnmu334@163.com

Establishment and validation of a risk model for postoperative recurrence of liver and bile duct stones

TAO Jiazheng,FENG Shiyou,CHEN Gang   

  1. Department of Surgery,Yunyang County Hospital of Traditional Chinese Medicine,Chongqing 404500,China
  • Received:2024-02-27 Online:2025-04-20 Published:2025-04-20

摘要: 目的 构建肝胆管结石手术后复发风险模型,并验证。方法 2020年1月~2021年12月期间,选取肝胆管结石手术病人237例,所有病人均由同一团队进行肝叶切除术,按照术后随访2年期间有无复发分为两组,其中复发组34例,非复发组203例。采用二元Logistic回归分析肝胆管结石手术后复发的危险因素,并根据二元Logistic回归结果构建预测模型,采用ROC曲线分析预测模型的诊断效能并进行验证。结果 单因素分析显示,复发组年龄、身体质量指数(BMI)、病程、性别、胆总管探查、胆囊切除史、高血压、糖尿病、肝炎和肝硬化、吸烟史、饮酒史与非复发组比较,差异均无统计学意义(P>0.05),复发组肝内结石大小、胆总管直径、结石数目、胆道炎症、胆道狭窄、乳头旁有憩室、结石残留、高胆固醇血症与非复发组比较,差异均有统计学意义(P<0.05)。Logistic多因素回归分析显示,肝内结石大小≥10mm、结石数目>1枚、胆道炎症、胆道狭窄、乳头旁有憩室是肝胆管结石手术后复发的危险因素,OR (95%CI)分别为5.032(1.812~13.977)、2.585(1.007~6.632)、2.512(1.013~6.230)、4.571(1.775~11.772)、2.925(1.023~8.363),P<0.05。根据危险因素构建预测模型,Hosmer-Lemeshow拟合度检验显示,χ2=3.506,P=0.743;受试者工作特征(ROC)曲线分析显示,肝胆管结石手术后复发的预测模型的ROC曲线下面积(AUC)为0.828,约登指数为0.489,敏感度、特异度分别为76.5%、72.4%,95%CI为(0.756,0.906),准确性为88.2%。结论 本研究构建的肝胆管结石手术后复发风险预测模型具有一定的预测价值。

关键词: 肝胆管结石手术, 术后复发, 风险模型, 验证研究

Abstract: Objective Construct a risk model for postoperative recurrence of hepatolithiasis and validate it.Methods From January 2020 to December 2021,237 patients undergoing hepatobiliary duct stone surgery were selected.All patients underwent liver lobectomy by the same team and were divided into two groups according to whether there was recurrence during the 2-year postoperative follow-up period.Among them,there were 34 cases in the recurrence group and 203 cases in the non-recurrence group.Using binary Logistic regression analysis to identify risk factors for postoperative recurrence of liver and bile duct stones,and constructing a predictive model based on the results of binary Logistic regression.Using ROC curve analysis to evaluate the diagnostic efficacy of the predictive model,and verifying its validity.Results Univariate analysis showed that age,BMI,course of disease,gender,common bile duct exploration,cholecystectomy,hypertension,diabetes,hepatitis and cirrhosis,smoking,drinking history in the recurrence group were not statistically significant compared with those in the non recurrence group (P>0.05),while the size of stones in the liver,diameter of common bile duct,number of stones,biliary inflammation,biliary stricture,diverticulum near the nipple,residual stones,hypercholesterolemia in the recurrence group were statistically significant compared with those in the non recurrence group (P<0.05).Logistic multiple regression analysis showed that intrahepatic stone size ≥ 10mm,number of stones>1,biliary inflammation,biliary stricture,and diverticulum adjacent to the nipple were risk factors for postoperative recurrence of hepatobiliary stones [OR values (95%CI) were 5.032 (1.812-13.977),2.585 (1.007-6.632),2.512 (1.013-6.230),4.571 (1.775-11.72),2.925 (1.023-8.363),P<0.05].Based on the risk factors,a prediction model was constructed.The Hosmer-Lemeshow fitting test showed that χ2=3.506,P=0.743.Receiver operating characteristic (ROC) curve analysis showed that the area under the ROC curve (AUC) of the prediction model for recurrence after hepatobiliary calculi surgery was 0.828,the Youden index was 0.489,and the sensitivity and specificity were 76.5% and 72.4%,respectively.95%CI was (0.756,0.906).The accuracy was 88.2%.Conclusion The risk prediction model for postoperative recurrence of liver and gallbladder stones constructed in this study has certain predictive value.

Key words: surgery for liver and bile duct stones, postoperative recurrence, risk model, validation research

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