临床外科杂志 ›› 2025, Vol. 33 ›› Issue (3): 261-266.doi: 10.3969/j.issn.1005-6483.20231261

• 论著 • 上一篇    下一篇

老年食管癌病人术后并发症Clavien-Dindo分级≥Ⅲ级的影响因素及列线图预测模型构建

王怡凤 华荣 何毅   

  1. 200030 上海市胸科医院/上海交通大学医学院附属胸科医院手术室(王怡凤),胸外科(华荣、何毅)
  • 收稿日期:2024-07-25 出版日期:2025-03-20 发布日期:2025-03-20
  • 通讯作者: 华荣,Email:askyou999@126.com

Influencing factors of postoperative complications of elderly patients with esophageal cancer with Clavien-Dindo grade ≥Ⅲ and construction of nomogram prediction model

WANG Yifeng,HUA Rong,HE Yi   

  1. Department of Operating Room,Chest Hospital,Shanghai Jiao Tong University School of Medicine,Shanghai 200030,China
  • Received:2024-07-25 Online:2025-03-20 Published:2025-03-20

摘要: 目的 探讨老年食管癌病人术后并发症Clavien-Dindo 分级≥Ⅲ级的影响因素并构建列线图预测模型。方法 2021年1月~2022年12月接受根治性食管切除术治疗的食管癌病人376例。依据Claven-Dindo手术并发症分级系统进行分组,Clavien-Dindo 分级≥Ⅲ级组(93例)和Clavien-Dindo 分级<Ⅲ级组(283例)。采用单因素分析和多因素logistic回归分析食管癌术后发生并发症Clavien-Dindo 分级≥Ⅲ级的影响因素,采用R 3.5.1软件建立其风险预测列线图模型;ROC曲线下面积验证模型的区分度和校准度;采用校准曲线和Hosmer-Lemeshoe拟合优度检验评价该列线图模型的拟合度。结果 376例食管癌病人出现并发症Clavien-Dindo 分级≥Ⅲ级病人93例(24.73%);单因素分析显示,合并慢性呼吸系统疾病、术中出血量、手术时间、ASA分级、预后营养指数及Charlson 合并症指数与老年食管癌病人术后并发症Clavien-Dindo 分级≥Ⅲ级相关(P<0.05);多因素logistic回归分析显示,术中出血量、手术时间、ASA分级、预后营养指数和Charlson 合并症指数是老年食管癌病人术后发生并发症Clavien-Dindo 分级≥Ⅲ级的独立危险因素(均 P<0.05);基于5个变量构建老年食管癌病人术后发生并发症Clavien-Dindo 分级≥Ⅲ级的列线图预测模型,ROC曲线分析验证,ROC曲线下面积为0.835(0.794~0.876),该模型的区分度较好;绘制校准曲线,校准曲线斜率接近1,预测概率和实际概率基本一致;Hosmer-Lemeshow 拟合优度检验结果显示,χ2=5.737,df=8,P=0.676。决策曲线分析结果显示,阈值概率在<0.8,净获益率>0。结论 基于5个独立危险建立的列线图预测模型,可靠地预测术后发生并发症Clavien-Dindo分级≥Ⅲ级的概率,有助于针对高危病人给予针对性的预防措施,降低并发症Clavien-Dindo分级≥Ⅲ级的发生。

关键词: 食管癌;老年;并发症;Clavien-Dindo;影响因素;列线图

Abstract: ObjectiveTo investigate the influencing factors of postoperative complications with Clavien-Dindo grade ≥Ⅲ in elderly patients with esophageal cancer and construct a line graph prediction model.Methods 376 esophageal cancer patients who underwent radical esophagectomy in our hospital from January 2021 to December 2022 were selected as the study subjects.According to the Claven Mindo surgical complication grading system,the groups were divided into two groups:Clavien Mindo grading ≥ Grade Ⅲ group (93 cases) and Clavien Mindo gradingLogistic regression were used to analyze the influencing factors of postoperative complications of esophageal cancer with Clavien-Dindo grade ≥Ⅲ,and establish a risk prediction column chart model using R 3.5.1 software; The discrimination and calibration of the area verification model under the ROC curve; Use calibration curves and Hosmer Lemeshoe goodness of fit tests to evaluate the fit of the column chart model.Results 376 patients with esophageal cancer,93 patients with Clavien-Dindo grade ≥Ⅲ had complications,accounting for 24.73%.The results of univariate analysis showed that chronic respiratory disease,intraoperative blood loss,surgical time,ASA grading,prognostic nutritional index,and Charlson comorbidities index were significantly correlated with postoperative complications in elderly esophageal cancer patients with Clavien Dundo grading ≥ grade Ⅲ (P<0.05).The results of the logistic multiple regression model showed that intraoperative bleeding volume,surgical time,ASA grading,prognostic nutritional index,and Charlson Comorbidity Index were independent risk factors for postoperative complications in elderly esophageal cancer patients with Clavien Dundo grading ≥ grade Ⅲ (all P<0.05),Based on five variables,a nomogram prediction model for postoperative complications in elderly patients with esophageal cancer with Clavien-Dindo grade ≥Ⅲ was constructed.ROC curve analysis verified that the area under ROC curve was 0.835 (0.794~0.876),indicating a good differentiation of the model.The calibration curve is drawn.The slope of the calibration curve is close to 1,and the predicted probability is basically consistent with the actual probability.Hosmer-Lemeshow goodness of fit test,χ2=5.737,df=8,P=0.676.The analysis results of decision curve show that the threshold probability is less than 0.8 and the net benefit rate is greater than 0.Conclusion The prediction model based on 5 independent risks can reliably predict the probability of postoperative complications with Clavien-Dindo grade ≥Ⅲ,which is helpful to provide targeted preventive measures for high-risk patients and reduce the occurrence of complications with Clavien-Dindo grade ≥Ⅲ.

Key words: esophageal cancer;old age;complications;Clavien-Dindo;influencing factors;nomograph

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