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中华胃肠内镜电子杂志 ›› 2023, Vol. 10 ›› Issue (03) : 200 -204. doi: 10.3877/cma.j.issn.2095-7157.2023.03.012

护理园地

经内镜逆行胰胆管造影术后胰腺炎预测模型的建立与评价
杨婷, 邱晓珏(), 陈青雅, 张宝晶, 王伟伟   
  1. 100853 北京,解放军总医院第一医学中心消化内科医学部
  • 收稿日期:2023-06-05 出版日期:2023-08-15
  • 通信作者: 邱晓珏

Establishment and evaluation of a prediction model for pancreatitis after transendoscopic retrograde cholangiopancreatography

Ting Yang, Xiaojue Qiu(), Qingya Chen, Baojing Zhang, Weiwei Wang   

  1. Department of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing 100853, China
  • Received:2023-06-05 Published:2023-08-15
  • Corresponding author: Xiaojue Qiu
引用本文:

杨婷, 邱晓珏, 陈青雅, 张宝晶, 王伟伟. 经内镜逆行胰胆管造影术后胰腺炎预测模型的建立与评价[J]. 中华胃肠内镜电子杂志, 2023, 10(03): 200-204.

Ting Yang, Xiaojue Qiu, Qingya Chen, Baojing Zhang, Weiwei Wang. Establishment and evaluation of a prediction model for pancreatitis after transendoscopic retrograde cholangiopancreatography[J]. Chinese Journal of Gastrointestinal Endoscopy(Electronic Edition), 2023, 10(03): 200-204.

目的

探讨经内镜逆行胰胆管造影(ERCP)术后胰腺炎预测模型的建立与评价。

方法

收集2021年8月至2022年8月经解放军总医院第一医学中心消化内科医学部行ERCP术治疗300例患者临床资料,根据是否发生术后胰腺炎的不良事件分为发生组(43例)、未发生组(257例),采用单因素分析、多因素Logistic回归分析ERCP术后不良事件发生的影响因素,并构建风险预测模型,采用受试者工作特征曲线(ROC曲线)分析该模型的预测价值。

结果

43例发生术后不良事件患者中,35例急性胰腺炎、5例感染、2例出血、1例消化道穿孔,均予以对症治疗后明显缓解。多因素Logistic回归分析结果显示,胰腺疾病史、Oddi括约肌功能障碍(SOD)史、插管困难、ERCP手术时间≥60 min、进入胰管次数≥2次为ERCP术后不良事件发生的独立危险因素(P<0.05)。基于以上5个指标构建的风险预测模型的AUC为0.901,敏感度、特异度为86.0%、93.8%,均高于模型中各单项指标,且该风险预测模型拟合程度较好(Hosmer-Lemeshow χ2=1.501,P=0.913)。

结论

胰腺疾病史、SOD史、插管困难、ERCP手术时间、进入胰管次数为ERCP术后不良事件发生的独立危险因素,基于以上5个指标构建的风险预测模型对ERCP术后不良事件发生具有较高预测价值,能为预防ERCP术后不良事件发生提供理论依据。

Objective

To investigate the establishment and evaluation of the risk prediction diagram model of complications after endoscopic retrograde cholangiopancreatography (ERCP).

Method

The clinical data of 300 patients treated by ERCP from August 2021 to August 2022 were collected, which were divided into occurrence group(43 cases) and no group (257 cases), univariate analysis and multivariate Logistic regression were used to analyze the influencing factors of postoperative adverse events after ERCP, and the predictive value of the model was analyzed by the receiveroperating characteristic curve (ROC curve).

Result

Among the 43 patients with postoperative adverse events, 35 patients had acute pancreatitis, 5 infections, 2 bleeding, and 1 gastrointestinal perforation, which were significantly relieved after symptomatic treatment. The results of multivariate Logistic regression analysis showed that the history of pancreatic disease, history of SOD, difficult intubation, ERCP operation time of 60 min, and two visits into the pancreatic duct were independent risk factors for adverse events after ERCP (P<0.05). The AUC of the risk prediction model constructed based on the above five indexes was 0.901, and the sensitivity and specificity were 86.0% and 93.8%, which were all higher than the single indexes in the model, and the degree of fitting of the risk prediction model was good (Hosmer-Lemeshow χ2=1.501, P=0.913).

Conclusion

History of pancreatic disease, history of SOD, difficultyin intubation, operation time of ERCP, and number of entry into thepancreatic duct are independent risk factors for postoperative adverseevents in ERCP.The risk prediction model constructed based on theabove five indicators has high predictive value for the occurrence of postoperative adverse events in ERCP, and can provide a theoretical basis for preventing the occurrence of postoperative adverse events after ERCP.

图1 多因素Logistic回归森林图
表1 ERCP术后不良事件发生的单因素分析[例(%),±s]
表2 赋值情况表
表3 ERCP术后不良事件发生的多因素Logistic回归分析
图2 风险预测模型预测ERCP术后不良事件发生的ROC曲线
表4 不同预测因素对ERCP术后不良事件发生的预测价值
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