Department of General Surgery & Institute of General Surgery, Chinese People's Liberation Army General Hospital, Beijing 100853, China.
Institute of Army Hospital Management, Chinese People's Liberation Army General Hospital, Beijing 100853, China.
World J Gastroenterol. 2019 Oct 14;25(38):5838-5849. doi: 10.3748/wjg.v25.i38.5838.
Prolonged postoperative ileus (PPOI) is one of the common complications in gastric cancer patients who underwent gastrectomy. Evidence on the predictors of PPOI after gastrectomy is limited and few prediction models of nomogram are used to estimate the risk of PPOI. We hypothesized that a predictive nomogram can be used for clinical risk estimation of PPOI in gastric cancer patients.
To investigate the risk factors for PPOI and establish a nomogram for clinical risk estimation.
Between June 2016 and March 2017, the data of 162 patients with gastrectomy were obtained from a prospective and observational registry database. Clinical data of patients who fulfilled the criteria were obtained. Univariate and multivariable logistic regression models were performed to detect the relationship between variables and PPOI. A nomogram for PPOI was developed and verified by bootstrap resampling. The calibration curve was employed to detect the concentricity between the model probability curve and ideal curve. The clinical usefulness of our model was evaluated using the net benefit curve.
This study analyzed 14 potential variables of PPOI in 162 gastric cancer patients who underwent gastrectomy. The incidence of PPOI was 19.75% in patients with gastrectomy. Age older than 60 years, open surgery, advanced stage (III-IV), and postoperative use of opioid analgesic were independent risk factors for PPOI. We developed a simple and easy-to-use prediction nomogram of PPOI after gastrectomy. This nomogram had an excellent diagnostic performance [area under the curve (AUC) = 0.836, sensitivity = 84.4%, and specificity = 75.4%]. This nomogram was further validated by bootstrapping for 500 repetitions. The AUC of the bootstrap model was 0.832 (95%CI: 0.741-0.924). This model showed a good fitting and calibration and positive net benefits in decision curve analysis.
We have developed a prediction nomogram of PPOI for gastric cancer. This novel nomogram might serve as an essential early warning sign of PPOI in gastric cancer patients.
术后肠麻痹(PPOI)是胃癌患者胃切除术后的常见并发症之一。关于胃切除术后 PPOI 预测因素的证据有限,并且很少使用预测模型来估计 PPOI 的风险。我们假设可以使用预测列线图来估计胃癌患者 PPOI 的临床风险。
探讨 PPOI 的危险因素,并建立列线图进行临床风险评估。
本研究纳入了 2016 年 6 月至 2017 年 3 月期间前瞻性观察登记数据库中 162 例接受胃切除术的患者数据。获取符合条件的患者的临床数据。使用单变量和多变量逻辑回归模型来检测变量与 PPOI 之间的关系。建立了 PPOI 的列线图,并通过 bootstrap 重采样进行验证。使用校准曲线检测模型概率曲线与理想曲线之间的同心性。通过净收益曲线评估我们模型的临床实用性。
本研究分析了 162 例接受胃切除术的胃癌患者中 14 个潜在的 PPOI 变量。胃切除术后 PPOI 的发生率为 19.75%。年龄大于 60 岁、开放性手术、晚期(III-IV 期)和术后使用阿片类镇痛药是 PPOI 的独立危险因素。我们开发了一种简单易用的胃切除术后 PPOI 预测列线图。该列线图具有出色的诊断性能 [曲线下面积(AUC)= 0.836,灵敏度 = 84.4%,特异性 = 75.4%]。通过 bootstrap 进行 500 次重复验证进一步验证了该列线图。bootstrap 模型的 AUC 为 0.832(95%CI:0.741-0.924)。该模型在决策曲线分析中表现出良好的拟合度和校准度以及阳性净效益。
我们开发了一种用于预测胃癌 PPOI 的列线图。这种新的列线图可能成为胃癌患者 PPOI 的重要早期预警信号。