首页|胰体尾恶性肿瘤患者腹腔镜根治术后教科书式结局预测模型的构建与评估

胰体尾恶性肿瘤患者腹腔镜根治术后教科书式结局预测模型的构建与评估

Establishment and evaluation of a textbook outcome prediction model of laparoscopic radical surgery for patients with pancreatic body and tail tumor

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目的 分析胰体尾恶性肿瘤患者腹腔镜根治术后未达到教科书式结局(TO)的影响因素,并构建和评估预测未达到TO的列线图.方法 回顾性分析2020年1月至2022年12月在河南省人民医院(郑州大学人民医院)肝胆胰外科行腹腔镜根治性手术的111例胰体尾恶性肿瘤患者临床资料,其中男性44例,女性67例,年龄(53.8±14.7)岁.111例患者均为TNM分期Ⅰ~Ⅱ期,其中胰腺导管腺癌102例(91.9%)、胰腺神经内分泌肿瘤5例(4.5%)、胰腺导管内乳头状黏液性肿瘤4例(3.6%).111例患者按7∶3随机分为训练集(n=78)和测试集(n=33).训练集78例患者依据是否达到TO分为TO组(n=28)和对照组(n=50,未达到TO).基于训练集单因素和多因素logistic回归分析胰体尾恶性肿瘤患者腹腔镜根治术后未达到TO的影响因素.基于多因素结果构建预测未达到TO的列线图.受试者工作特征(ROC)曲线、校准曲线、决策曲线分析评估列线图.结果 TO组与对照组患者在肿瘤长径、淋巴结阳性、手术时间、胰腺CT值等方面比较,差异均有统计学意义(均P<0.05).多因素 logistic 回归分析,肿瘤长径>4 cm(OR=9.673,95%CI:2.198~42.579)、淋巴结阳性(OR=5.385,95%CI:1.514~19.154)、胰腺 CT 值(OR=0.594,95%CI:0.392~0.902)是胰体尾恶性肿瘤患者腹腔镜根治术后未达到TO的影响因素(均P<0.05).基于多因素结果构建预测胰体尾恶性肿瘤患者腹腔镜根治术后未达到TO的列线图,列线图在训练集和测试集预测未达到TO的 ROC 曲线下面积分别为 0.849(95%CI:0.757~0.940)和 0.873(95%CI:0.730~1.000).校准曲线显示,校准曲线与理想曲线接近,列线图预测结果与实际结果有良好的符合度.决策曲线分析显示列线图具有明显的正向净效益.结论 肿瘤长径>4 cm、淋巴结阳性、胰腺CT值构建的列线图预测胰体尾恶性肿瘤患者腹腔镜根治术后未达到TO效果较好.
Objective To analyze the influencing factors of not achieving textbook outcome(TO)after laparoscopic radical surgery in patients with malignant pancreatic body and tail tumor,and to establish and evaluate a nomogram for predicting the failure to achieve TO.Methods The clinical data of 111 patients with malignant pancreatic body and tail tumors undergoing laparoscopic radical surgery in the Department of Hepatobiliary and Pancreatic Surgery in Henan Provincial People's Hospital from January 2020 to December 2022 were retrospectively analyzed,including 44 males and 67 females,aged(53.8±14.7)years.All patients were staged TNM Ⅰ to Ⅱ,including pancreatic ductal adenocarcinoma(n=102,91.9%),pancreatic neuroendocrine tumor(n=5,4.5%),and pancreatic intraductal papillary mucinous tumors(n=4,3.6%).The patients were randomly divided into a training set(n=78)and a test set(n=33)at a ratio of 7∶3.The 78 patients in the training set were further divided into TO group(n=28)and control group(n=50,not achieving TO).Based on the univariate and multivariate logistic regression analy-sis of training set,the influencing factors of failure to achieve TO after laparoscopic radical surgery in patients with pancreatic body and tail tumor were analyzed.A nomogram based on the multi-factors were established to predict the failure to achieve TO.Receiver operating characteristic(ROC)curve,calibration curve,decision curve analysis(DCA)were utilized to evaluate the nomogram.Results There were signifi-cant differences in tumor diameter,positive lymph nodes,operation time and CT value of pancreas between the TO and control groups(all P<0.05).Multivariate logistic regression analysis showed that tumor diame-ter>4 cm(OR=9.673,95%CI:2.198-42.579),positive lymph node(OR=5.385,95%CI:1.514-19.154),pancreatic CT value(OR=0.594,95%CI:0.392-0.902)were the influencing factors for patients who did not achieve TO(all P<0.05).Based on the results of multiple factors,a nomogram was established to predict the failure to achieve TO after laparoscopic radical surgery.The area under the ROC curve of the nomogram was 0.849(95%CI:0.757-0.940)and 0.873(95%CI:0.730-1.000)in the training and test sets,respectively.The calibration curve was close to the ideal curve and the predicted results of the nomogram matched well with the actual results.The DCA showed that the nomogram has obvi-ous positive net benefit.Conclusion The nomogram constructed with tumor diameter>4 cm,positive lymph nodes and CT value of pancreas for prediction of the patients with pancreatic body and tail malignant tumor after laparoscopic radical surgery did not achieve TO has good performance.

Pancreatic neoplasmsSurgical procedures,operativeTextbook outcomePre-diction model

穆森茂、李炳垚、唐昌乾、任泳年、魏星博、郭宇麒、李世朋、王亚峰、王连才、李德宇

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河南省人民医院(郑州大学人民医院)肝胆胰外科,郑州 450003

新乡医学院,新乡 453003

河南省人民医院(河南大学人民医院)肝胆胰外科,郑州 450003

胰腺肿瘤 外科手术 教科书式结局 预测模型

河南省科技攻关项目河南省科技攻关项目

212102310132232102311024

2024

中华肝胆外科杂志
中华医学会

中华肝胆外科杂志

CSTPCD北大核心
影响因子:1.846
ISSN:1007-8118
年,卷(期):2024.30(7)
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