Department of General Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China (mainland).
Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, China (mainland).
Med Sci Monit. 2019 Mar 21;25:2104-2111. doi: 10.12659/MSM.915692.
BACKGROUND Intestinal complications are a major cause of morbidity after colorectal cancer surgery. This study aimed to develop an effective nomogram for predicting risk of intestinal complications following colorectal cancer surgery. MATERIAL AND METHODS We retrospectively analyzed 1876 patients who underwent colorectal cancer surgery at Yangpu and Zhuji hospitals from January 2013 to October 2018. Intestinal complications were defined as intestinal obstruction, leakage or bleeding, or peritonitis within 30 days after surgery. A logistic regression model was used to identify the risk factors associated with postoperative intestinal complications, and a nomogram for intestinal complications was established. The predictive accuracy of the nomogram was assessed using area under the receiver operating characteristic curve (AUC) and calibration plot. RESULTS A total of 164 patients (8.7%) developed intestinal complications after colorectal cancer surgery; 35 (21.3%) of whom died in the postoperative period. Multivariate logistic analysis showed that male gender, history of abdominal surgery, preoperative intestinal obstruction/perforation, metastatic cancer, and lower level of hemoglobin and prognostic nutrition index were independent risk factors (P<0.05 for all). A nomogram was then constructed, and it displayed good accuracy in predicting postoperative intestinal complications with an AUC of 0.76. The calibration plot also showed an excellent agreement between the predicted and observed probabilities. CONCLUSIONS We constructed a nomogram based on clinical variables, which could provide individual prediction of postoperative intestinal complications with good accuracy.
肠道并发症是结直肠癌手术后发病率的主要原因。本研究旨在开发一种有效的列线图,以预测结直肠癌手术后肠道并发症的风险。
我们回顾性分析了 2013 年 1 月至 2018 年 10 月在杨浦和诸暨医院接受结直肠癌手术的 1876 例患者。肠道并发症定义为手术后 30 天内发生肠梗阻、漏出或出血或腹膜炎。使用逻辑回归模型确定与术后肠道并发症相关的风险因素,并建立肠道并发症的列线图。通过接受者操作特征曲线(AUC)和校准图评估列线图的预测准确性。
164 例(8.7%)患者在结直肠癌手术后发生肠道并发症;其中 35 例(21.3%)患者在术后死亡。多因素 logistic 分析显示,男性、腹部手术史、术前肠梗阻/穿孔、转移性癌症以及较低的血红蛋白和预后营养指数是独立的危险因素(均 P<0.05)。然后构建了一个列线图,其对术后肠道并发症的预测具有良好的准确性,AUC 为 0.76。校准图也显示了预测概率和观察概率之间的极好一致性。
我们基于临床变量构建了一个列线图,可以提供术后肠道并发症的个体预测,具有良好的准确性。