临床外科杂志 ›› 2021, Vol. 29 ›› Issue (11): 1030-1033.doi: 10.3969/j.issn.1005-6483.2021.11.010

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原发性肝癌病人腹腔镜肝叶切除术后并发胆漏的风险预测模型构建

  

  1. 241000 安徽芜湖,皖南医学院第一附属弋矶山医院肝胆外科(方小三、王小明、蒋彬、王冠男、奚士航),胃肠外科(韩婷)
  • 出版日期:2021-11-20 发布日期:2021-11-20
  • 通讯作者: 王小明,Email:wwangxiaoming1@126.com
  • 基金资助:
    皖南医学院弋矶山医院2019年三新项目(Z1906)

Establishment of risk prediction model of biliary fistula after laparoscopic hepatectomy in patients with primary liver cancer

  1. *Department of Hepatobiliary Surgery,Yijishan Hospital,the First Affiliated Hospital of Wannan Medical College,Anhui,Wuhu 241000,China
  • Online:2021-11-20 Published:2021-11-20

摘要: 目的 构建原发性肝癌(PHC)病人腹腔镜肝叶切除术(LH)后并发胆漏的风险预测模型。
方法 前瞻性选取医院2016年1月~2021年1月收治的100例PHC病人作为研究对象,均收集基线资料,行LH治疗,记录病人术后胆漏发生情况,将病人分为胆漏组与未发生胆漏组,比较两组基线资料及手术相关变量,采用回归分析检验LH术后并发胆漏的风险因子,建立胆漏风险预测模型,采用Hosmer-Lemeshow拟合优度检验,并绘制ROC曲线,评价胆漏风险预测模型对LH术后并发胆漏的预测效能。
结果 100例PHC病人LH术后共有11例发生胆漏,有89例未发生胆漏;初步比较胆漏组与未发生胆漏组基线资料及手术相关变量后,经单项Logistic回归分析结果显示,病灶直径、丙氨酸氨基转移酶、天冬氨酸氨基转移酶高、合并术前胆管炎、术中出血量多是LH术后胆漏发生的风险因子(OR>1,P<0.05);余肝体积高是LH术后胆漏发生的保护因子(OR<1,P<0.05);绘制ROC曲线发现,胆漏风险预测模型用于预测LH术后胆漏发生风险的AUC>0.80,有一定预测价值;在原有研究人群的基础上采用Bootstrap法重采样100次,获得内部验证人群,将建立的风险预测评分系统对内部验证人群病人进行风险评估,结果提示,Hosmer-Lemeshow拟合优度检验P>0.05,拟合无显著差异,拟合满意。
结论 PHC病人LH术后并发胆漏受多个风险因子影响,根据多个风险因子构建风险预测模型,对预测术后胆漏发生风险有一定效能。

关键词: 原发性肝癌, 胆漏, 风险预测模型, 病灶直径, 肝功能, 胆管炎, 余肝体积, 出血量

Abstract: Objective To establish a risk prediction model of biliary fistula in patients with primary liver cancer(PHC) after laparoscopic hepatectomy(LH).
Methods 100 patients with PHC admitted to the hospital from January 2016 to January 2021 were prospectively selected as the research subjects,the baseline data were collected,treated with LH,the occurrence of postoperative biliary fistula of patients was recorded,they were divided into a biliary fistula group and a non biliary fistula group,baseline data and operation related variables were compared between the two groups,regression analysis test was used to examine the risk factors of biliary fistula after LH,the risk prediction model of biliary fistula was established,Hosmer-Lemeshow goodness of fit test was used,and the ROC curve was drawn,the predictive efficiency of risk prediction model of biliary fistula on biliary fistula after LH was evaluated.
Results Among the 100 patients with PHC after LH,11 cases developed biliary fistula,and 89 cases did not;after preliminary comparison of baseline data and operation related variables between biliary fistula group and non biliary fistula group,through single Logistic regression analysis,the results showed that lesion diameter,high alanine aminotransferase(ALT),aspartate aminotransferase(AST),combined with preoperative cholangitis and intraoperative blood loss were the risk factors of postoperative biliary fistula after LH(OR>1,P<0.05);the high volume of remaining liver was the protective factor of biliary fistula after LH(OR<1,P<0.05);ROC curve was drawn and  showed that AUC of biliary fistula risk prediction model used to predict the risk of biliary fistula after LH were >0.80,which had certain predictive value;on the basis of the original study population,the bootstrap method was used to resample 100 times,the internal validation population was obtained,the established risk prediction scoring system was used to assess the risk of patients in the internal validation population,the results showed that Hosmer-Lemeshow goodness of fit test P was >0.05,fitting had no significant difference,fitting with satisfaction.
Conclusion There are many risk factors for biliary fistula in PHC patients after LH,according to multiple risk factors,the risk prediction model is established,which has certain efficiency in predicting the risk of postoperative biliary fistula.

Key words: primary liver cancer, biliary fistula, risk prediction model, lesion diameter, liver function, cholangitis, remnant liver volume, blood loss

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