临床外科杂志 ›› 2026, Vol. 34 ›› Issue (2): 139-144.doi: 10.3969/j.issn.1005-6483.20250306

• 论著 • 上一篇    下一篇

基于POSSUM系统、炎性因子对老年局部晚期食管鳞癌病人术后严重并发症的预测模型的构建与验证

  

  1. 100050  北京,首都医科大学附属北京友谊医院胸外科
  • 收稿日期:2025-03-28 接受日期:2025-03-28 出版日期:2026-02-25 发布日期:2026-02-25
  • 基金资助:
    北京市卫生科技发展专项基金资助项目(2023-3-133)

Construction and validation of a predictive model based on the POSSUM system and inflammatory factors for serious postoperative complications in elderly patients with locally advanced esophageal squamous cell carcinoma

  1. Department of Thoracic Surgery,Beijing Friendship Hospital,Capital Medical University,Beijing 100050,China
  • Received:2025-03-28 Accepted:2025-03-28 Online:2026-02-25 Published:2026-02-25

摘要: 目的 构建并验证一种基于生理学和手术严重性评分(POSSUM)系统和炎症因子的预测模型,用于评估老年局部晚期食管鳞癌(ESCC)病人术后并发症的风险。方法 2021年1月~2024年9月收治的老年局部晚期ESCC病人197例,其中105例出现术后并发症。根据Clavien-Dindo分级,分为非严重并发症组(65例,1~2级)和严重并发症组(40例,3~5级)。通过单因素和多因素Logistic回归分析确定术后严重并发症的独立影响因素;用受试者工作特征(ROC)曲线及ROC曲线下面积(AUC)评估POSSUM系统和炎性因子的诊断效能;基于这些因素构建列线图风险预测模型,并用AUC、校准曲线和DCA评估模型的预测效能、校准度和临床效用。结果 多因素Logistic回归分析显示,POSSUM评分和炎性因子肿瘤坏死因子(TNF)-α白细胞介素(IL)-8水平为老年局部晚期ESCC病人术后严重并发症的独立危险因素(P<0.05)。ROC曲线分析表明,POSSUM评分、TNF-α、IL-8联合预测的AUC显著高于单独使用POSSUM评分(Z=2.515,P=0.012)、TNF-α(Z=2.725,P=0.006)和IL-8(Z=3.579,P<0.001)的AUC(P<0.05)。与单独使用POSSUM系统比较,联合模型的NRI为0.35(P<0.05),IDI为0.12(P<0.05)。基于这些因素构建的列线图模型拟合度良好,具有良好的阈值概率和临床净收益。结论 本研究基于POSSUM系统(POSSUM评分)以及TNF-α、IL-8构建老年局部晚期ESCC病人术后严重并发症的列线图预测模型具有较高的预测价值和临床应用价值。

关键词: POSSUM系统, 炎性因子, 老年局部晚期食管鳞癌, 术后严重并发症, 预测模型, 验证

Abstract: Objective To construct and validate a predictive model  based on the physiological and surgical severity score (POSSUM) system and inflammatory factors for assessing the risk of postoperative complications in elderly patients with locally advanced esophageal squamous cell carcinoma(ESCC).Methods From January 2021 to September 2024,197 elderly patients with locally advanced ESCC were admitted,among whom 105 cases developed postoperative complications.Patients were divided into non-severe (n=65,grade 1-2) and severe (n=40,grade 3-5) complication groups based on Clavien-Dindo grading.Logistic regression identified independent risk factors for serious complications.ROC and AUC assessed diagnostic efficacy of POSSUM and inflammatory factors.Based on these factors,a nomogram risk prediction model was constructed,and the prediction efficacy,calibration degree and clinical utility of the model were evaluated by AUC,calibration curve and DCA.Results Multivariate analysis showed POSSUM score and inflammatory factors (TNF-α,IL-8) were independent risk factors for serious complications (P<0.05).ROC curve analysis showed that POSSUM score,TNF-α,IL-8 combined prediction of AUC was significantly higher than used alone POSSUM score(Z=2.515,P=0.012),TNF-α(Z=2.725,P=0.006) and IL-8(Z=3.579,AUC of P<0.001(P<0.05)).Compared to POSSUM alone,the joint model had NRI=0.35 (P<0.05) and IDI=0.12 (P<0.05).The nomogram model had good fit,threshold probabilities,and clinical net benefits.Conclusion The nomogram model based on POSSUM and inflammatory factors (TNF-α,IL-8) has high predictive value and clinical utility for postoperative complications in elderly locally advanced ESCC patients.

Key words: POSSUM system, inflammatory factors, elderly locally advanced esophageal squamous cell carcinoma, serious postoperative complications, predictive model, validation

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