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基于胰腺头切除术围手术期风险预测模型的严重术后并发症预测,作为临床决策辅助工具。

Perioperative risk of pancreatic head resection-nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice.

机构信息

Center of Surgery, Department of General and Visceral Surgery, Medical Center-University of Freiburg, Faculty of Medicine, Hugstetter Str. 55, 79106, Freiburg, Germany.

出版信息

Langenbecks Arch Surg. 2022 Aug;407(5):1935-1947. doi: 10.1007/s00423-021-02426-z. Epub 2022 Mar 23.

Abstract

PURPOSE

To develop nomograms for pre- and early-postoperative risk assessment of patients undergoing pancreatic head resection.

METHODS

Clinical data from 956 patients were collected in a prospectively maintained database. A test (n = 772) and a validation cohort (n = 184) were randomly generated. Uni- and multi-variate analysis and nomogram construction were performed to predict severe postoperative complications (Clavien-Dindo Grades III-V) in the test cohort. External validation was performed with the validation cohort.

RESULTS

We identified ASA score, indication for surgery, body mass index (BMI), preoperative white blood cell (WBC) count, and preoperative alkaline phosphatase as preoperative factors associated with an increased perioperative risk for complications. Additionally to ASA score, BMI, indication for surgery, and the preoperative alkaline phosphatase, the following postoperative parameters were identified as risk factors in the early postoperative setting: the need for intraoperative blood transfusion, operation time, maximum WBC on postoperative day (POD) 1-3, and maximum serum amylase on POD 1-3. Two nomograms were developed on the basis of these risk factors and showed accurate risk estimation for severe postoperative complications (ROC-AUC-values for Grades III-V-preoperative nomogram: 0.673 (95%, CI: 0.626-0.721); postoperative nomogram: 0.734 (95%, CI: 0.691-0.778); each p ≤ 0.001). Validation yielded ROC-AUC-values for Grades III-V-preoperative nomogram of 0.676 (95%, CI: 0.586-0.766) and postoperative nomogram of 0.677 (95%, CI: 0.591-0.762); each p = 0.001.

CONCLUSION

Easy-to-use nomograms for risk estimation in the pre- and early-postoperative setting were developed. Accurate risk estimation can support the decisional process, especially for IPMN-patients with an increased perioperative risk.

摘要

目的

为接受胰头切除术的患者建立术前和术后早期风险评估的列线图。

方法

从一个前瞻性维护的数据库中收集了 956 名患者的临床数据。随机生成了一个测试队列(n = 772)和一个验证队列(n = 184)。在测试队列中进行单变量和多变量分析及列线图构建,以预测严重术后并发症(Clavien-Dindo 分级 III-V)。使用验证队列进行外部验证。

结果

我们确定了美国麻醉医师协会(ASA)评分、手术指征、体重指数(BMI)、术前白细胞计数(WBC)和术前碱性磷酸酶是与并发症相关的围手术期风险增加的术前因素。除了 ASA 评分、BMI、手术指征和术前碱性磷酸酶外,在术后早期还确定了以下术后参数作为危险因素:术中输血需求、手术时间、术后第 1-3 天的最大 WBC 和术后第 1-3 天的最大血清淀粉酶。基于这些危险因素,开发了两个列线图,对严重术后并发症的风险评估准确(III-V 级术前列线图的 ROC-AUC 值:0.673(95%CI:0.626-0.721);术后列线图:0.734(95%CI:0.691-0.778);均为 p≤0.001)。验证得到的 III-V 级术前列线图的 ROC-AUC 值为 0.676(95%CI:0.586-0.766),术后列线图的 ROC-AUC 值为 0.677(95%CI:0.591-0.762);均为 p=0.001。

结论

开发了用于术前和术后早期风险评估的易于使用的列线图。准确的风险评估可以支持决策过程,特别是对于围手术期风险增加的胰腺导管内乳头状黏液瘤(IPMN)患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b92e/9399026/1c892b834575/423_2021_2426_Fig1_HTML.jpg

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