切换至 "中华医学电子期刊资源库"

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/OL]. 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/OL]. 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
[1]
朱江源,葛贤秀,王飞,等.内镜逆行胰胆管造影术用于老年胆总管结石效果及术后并发症的危险因素分析[J].中国内镜杂志202127(2):61-66.
[2]
张妍,任贵,史鑫,王静怡,等.经内镜逆行胰胆管造影术后中重度胰腺炎的危险因素分析[J].中华消化内镜杂志202239(10):807-812.
[3]
Kogure HFujishiro MNakai Y.How to not get lost in the labyrinth during device-assisted enteroscopy endoscopic retrograde cholangiopancreatography[J].Dig Endosc202234(1):85-86.
[4]
梁秋明,黄洁玲,包宏洁,等.经内镜逆行胰胆管造影术后胆道感染的危险因素分析及预警模型构建[J].中华保健医学杂志202224(4):291-294.
[5]
徐雯,王正峰,王海平,等.经内镜逆行胰胆管造影术后胆总管结石复发危险因素分析及其预测模型的应用价值[J].中华消化外科杂志202120(8):890-897.
[6]
谭燕,王馨怡,方军,等.超高龄患者经内镜逆行胰胆管造影术后并发症的危险因素分析[J].中华消化内镜杂志202239(10):813-819.
[7]
Sugimoto SHattori AMaegawa Y,et al.Long-term Outcomes of Therapeutic Endoscopic Retrograde Cholangiopancreatography for Choledocholithiasis in Patients ≥90 Years Old: A Multicenter Retrospective Study.[J]. Internal medicine (Tokyo,Japan), 2021, 60(13):1989-1997.
[8]
陈旭峰,许亚凤,周志华,等.肝硬化患者内镜逆行性胰胆管造影术后发生并发症的影响因素分析[J].肝脏202126(3):259-261,265.
[9]
姚建红,柴宝,曹湘君,等.内镜逆行胰胆管造影术后并发胰腺炎的风险因素及预测模型构建[J].护理研究202337(5):814-818.
[10]
张卓.内镜逆行胰胆管造影术后并发症发生的现状和预防策略[J].外科理论与实践202025(4):290-293.
[11]
张妍,任贵,史鑫,等.经内镜逆行胰胆管造影术后中重度胰腺炎的危险因素分析[J].中华消化内镜杂志202239(10):807-812.
[12]
朱江源,葛贤秀,王飞,等.内镜逆行胰胆管造影术用于老年胆总管结石效果及术后并发症的危险因素分析[J].中国内镜杂志202127(2):61-66.
[13]
姚建红,柴宝,曹湘君,等.内镜逆行胰胆管造影术后并发胰腺炎的风险因素及预测模型构建[J].护理研究202337(5):814-818.
[14]
Han SAttwell ARTatman P,et al.Adverse Events Associated With Therapeutic Endoscopic Retrograde Pancreatography[J].Pancreas202150(3):378-385.
[15]
郭金坤,周中银.内镜下逆行胰胆管造影诊治闭合性胰腺外伤临床分析[J].临床消化病杂志202335(1):46-50.
[16]
李东哲,韩绍腾,隋春阳,等.胆总管下段角度与经内镜逆行性胰胆管造影术初学者操作后出现术后胰腺炎的关系[J].临床外科杂志202129(7):627-629.
[17]
边大鹏,董锦沛,牛海霞,等.鼻胆管造影对经内镜逆行胰胆管造影取石术后结石残留的诊断价值及结石残留相关因素分析[J].临床肝胆病杂志202137(4):868-871.
[18]
张勇,翁敏,何胜,等.经内镜逆行胰胆管造影术后StapferⅠ型十二指肠穿孔4例临床分析[J].临床肝胆病杂志202137(6):1413-1415.
[1] 黄鸿初, 黄美容, 温丽红. 血液系统恶性肿瘤患者化疗后粒细胞缺乏感染的危险因素和风险预测模型[J/OL]. 中华实验和临床感染病杂志(电子版), 2024, 18(05): 285-292.
[2] 蔡大明, 陆晓峰, 王行舟, 王萌, 刘颂, 夏雪峰, 沈晓菲, 杜峻峰, 管文贤. 三级淋巴结构在胃神经内分泌瘤中的预后价值及预后预测模型构建[J/OL]. 中华普外科手术学杂志(电子版), 2024, 18(04): 401-405.
[3] 甄子铂, 刘金虎. 基于列线图模型探究静脉全身麻醉腹腔镜胆囊切除术患者术后肠道功能紊乱的影响因素[J/OL]. 中华普外科手术学杂志(电子版), 2024, 18(01): 61-65.
[4] 陆婷, 陈浩, 王雪静, 谭若芸, 彭宇竹. 肾移植术后一年发生代谢综合征的危险因素分析[J/OL]. 中华移植杂志(电子版), 2024, 18(02): 98-103.
[5] 郝智勇, 雷霞, 张国锋, 李锋. 经腹腹膜前疝修补术治疗阴囊疝术后血清肿的相关危险因素分析及预测模型构建[J/OL]. 中华疝和腹壁外科杂志(电子版), 2024, 18(03): 291-295.
[6] 王石林, 叶继章, 丘向艳, 陈桂青, 邹晓敏. 慢性阻塞性肺疾病真菌感染风险早期预测分析[J/OL]. 中华肺部疾病杂志(电子版), 2024, 17(05): 773-776.
[7] 周文欢, 杨黎. AECOPD低钠血症发生风险及预测因素分析[J/OL]. 中华肺部疾病杂志(电子版), 2024, 17(02): 313-315.
[8] 蔡小芳, 高慧, 葛军, 邢慧芸, 庄小燕, 李小丁. 多重耐药性肺结核治疗依从性预测分析[J/OL]. 中华肺部疾病杂志(电子版), 2024, 17(01): 51-56.
[9] 董力, 李赫妍, 魏文斌. 人工智能在糖尿病视网膜病变中的应用进展[J/OL]. 中华眼科医学杂志(电子版), 2024, 14(01): 57-61.
[10] 单良, 刘怡, 于涛, 徐丽. 老年股骨颈骨折术后患者心理弹性现状及影响因素分析[J/OL]. 中华老年骨科与康复电子杂志, 2024, 10(05): 294-300.
[11] 蔡晓雯, 李慧景, 丘婕, 杨翼帆, 吴素贤, 林玉彤, 何秋娜. 肝癌患者肝动脉化疗栓塞术后疼痛风险预测模型的构建及验证[J/OL]. 中华临床医师杂志(电子版), 2024, 18(08): 722-728.
[12] 李冰冰, 张晓萌, 张艳. 住院患者跌倒风险评估工具及预测模型研究进展[J/OL]. 中华临床医师杂志(电子版), 2023, 17(11): 1192-1195.
[13] 席静妮, 李娜, 张琪. 中性粒细胞与淋巴细胞比值对老年重症社区获得性肺炎进展为脓毒症的预测价值[J/OL]. 中华老年病研究电子杂志, 2024, 11(03): 28-31.
[14] 曹娟, 朱亚, 吴玉泉, 胡旭钢, 董芳, 洪逸莲, 桂莹. 改良Morse跌倒评估量表对老年住院患者跌倒风险的预测价值[J/OL]. 中华老年病研究电子杂志, 2024, 11(02): 1-4.
[15] 解艳红, 陈凌燕, 邵晓露, 沈珊珊, 李方舟, 蓝肖燕. 老年住院患者衰弱风险预测模型研究进展[J/OL]. 中华老年病研究电子杂志, 2024, 11(01): 11-17.
阅读次数
全文


摘要


AI


AI小编
你好!我是《中华医学电子期刊资源库》AI小编,有什么可以帮您的吗?