Zhou Li, Liang Qiong, Lan Haisheng, Wang Tiancheng, Wei Qian, Lin Chaochao, Su Chaosheng, Li Qiuhao, Huang Haige
Department of General Surgery, The Affiliated Hospital of Youjiang Medical University for Nationalities Baise 533000, Guangxi Zhuang Autonomous Region, China.
Department of Respiratory Diseases and Critical Care Medicine, The Affiliated Hospital of Youjiang Medical University for Nationalities Baise 533000, Guangxi Zhuang Autonomous Region, China.
Am J Transl Res. 2023 Jun 15;15(6):4390-4398. eCollection 2023.
To develop and validate a simple prediction model for postoperative anastomotic leakage (AL) in patients with rectal cancer who underwent Dixon surgery by combining preoperative and intraoperative risk factors.
We conducted a retrospective study on 358 patients who underwent Dixon surgery for rectal cancer in the Affiliated Hospital of Youjiang Medical University for Nationalities (Guangxi Zhuang Autonomous Region, China). Based on logistic regression, the prediction model of AL after Dixon surgery was established and verified.
The incidence of postoperative AL in these patients was 9.2% (33/358). The results of logistic regression analysis showed that age ≥60 years, male, Tumor-Node-Metastasis (TNM) stage ≥IIIa, preoperative obstruction, and the distance from the tumor to the anus ≤7 cm were the risk factors for AL after Dixon surgery, and intraoperative defunctioning stoma was the protective factor for AL after rectal Dixon surgery (all P<0.05). The prediction model construction: Risk score =-4.275 + 0.851 × age + 1.047 × sex + 0.851 × distance + 0.934 × stage + 0.983 × obstruction. The area under receiver operating characteristic curve (ROC-AUC) was 0.762 (95% CI: 0.667-0.856). The best cutoff, sensitivity and specificity were 0.14, 79.60%, and 83.10%, respectively. Hosmer-Lemeshow: X=6.876, P=0.550. Clinical validation results: the sensitivity, specificity, and accuracy of the model were 82.05%, 80.06%, and 80.25%, respectively.
Both preoperative and intraoperative risk factors were used in the prognostic model. The prediction model established on this basis was well differentiated and highly calibrated, providing a good reference for the clinical prediction model of postoperative AL in rectal cancer patients undergoing Dixon surgery.
通过整合术前和术中危险因素,开发并验证一种用于接受 Dixon 手术的直肠癌患者术后吻合口漏(AL)的简单预测模型。
我们对右江民族医学院附属医院(中国广西壮族自治区)358 例行 Dixon 手术治疗直肠癌的患者进行了一项回顾性研究。基于逻辑回归,建立并验证了 Dixon 手术后 AL 的预测模型。
这些患者术后 AL 的发生率为 9.2%(33/358)。逻辑回归分析结果显示,年龄≥60 岁、男性、肿瘤-淋巴结-转移(TNM)分期≥IIIa、术前梗阻以及肿瘤距肛门距离≤7 cm 是 Dixon 手术后发生 AL 的危险因素,术中去功能化造口是直肠 Dixon 手术后 AL 的保护因素(均 P<0.05)。预测模型构建:风险评分=-4.275 + 0.851×年龄 + 1.047×性别 + 0.851×距离 + 0.934×分期 + 0.983×梗阻。受试者工作特征曲线下面积(ROC-AUC)为 0.762(95%CI:0.667 - 0.856)。最佳截断值、敏感性和特异性分别为 0.14、79.60%和 83.10%。Hosmer-Lemeshow:X = 6.876,P = 0.550。临床验证结果:该模型的敏感性、特异性和准确性分别为 82.05%、80.06%和 80.25%。
预后模型中同时纳入了术前和术中危险因素。在此基础上建立的预测模型具有良好的区分度和高度的校准度,为接受 Dixon 手术的直肠癌患者术后 AL 的临床预测模型提供了良好的参考。