基于国家临床数据库的前低位切除术后死亡率和发病率预测模型的更新。

IF 1.8 3区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY
Kazushige Kawai, Shinya Hirakawa, Hisateru Tachimori, Taro Oshikiri, Hiroaki Miyata, Yoshihiro Kakeji, Yuko Kitagawa
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引用次数: 0

摘要

我们之前使用日本全国数据库开发了低前切除术后死亡率和发病率的风险模型。然而,自那时以来,日本的前低位切除术的环境发生了巨大的变化。本研究旨在构建低位前切除术术后6项短期结局的风险模型,即住院死亡率、30天死亡率、吻合口漏、除吻合口漏外的手术部位感染、术后总并发症率、30天再手术率。方法:本研究纳入了在国家临床数据库注册的120,912例患者,这些患者在2014年至2019年期间接受了低位前切除术。使用术前信息(包括TNM分期)进行多重逻辑回归分析,生成死亡率和发病率的预测模型。结果:我们建立了新的风险预测模型,预测低位前切除术的整体术后并发症和30天再手术率,这是以前的模型所没有的。各终点的一致性指数分别为:住院死亡率0.82、30天死亡率0.79、吻合口瘘0.64、吻合口瘘外手术部位感染0.62、并发症0.63、再手术0.62。前一版本中包含的4个模型的一致性指标均有改善。结论:本研究成功更新了预测前低位切除术后死亡率和发病率的风险计算器,该模型基于日本全国范围内的大量数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Updating the Predictive Models for Mortality and Morbidity after Low Anterior Resection Based on the National Clinical Database.

Introduction: We previously developed risk models for mortality and morbidity after low anterior resection using a nationwide Japanese database. However, the milieu of low anterior resection in Japan has undergone drastic changes since then. This study aimed to construct risk models for 6 short-term postoperative outcomes after low anterior resection, i.e., in-hospital mortality, 30-day mortality, anastomotic leakage, surgical site infection except for anastomotic leakage, overall postoperative complication rate, and 30-day reoperation rate.

Methods: This study enrolled 120,912 patients registered with the National Clinical Database, who underwent low anterior resection between 2014 and 2019. Multiple logistic regression analyses were performed to generate predictive models of mortality and morbidity using preoperative information, including the TNM stage.

Results: We developed new risk prediction models for the overall postoperative complication and 30-day reoperation rates for low anterior resection, which were absent from the previous version. The concordance indices for each endpoint were 0.82 for in-hospital mortality, 0.79 for 30-day mortality, 0.64 for anastomotic leakage, 0.62 for surgical site infection besides anastomotic leakage, 0.63 for complications, and 0.62 for reoperation. The concordance indices of all four models included in the previous version showed improvement.

Conclusion: This study successfully updated the risk calculators for predicting mortality and morbidity after low anterior resection using a model based on vast nationwide Japanese data.

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来源期刊
Digestive Surgery
Digestive Surgery 医学-外科
CiteScore
4.90
自引率
3.70%
发文量
25
审稿时长
3 months
期刊介绍: ''Digestive Surgery'' presents a comprehensive overview in the field of gastrointestinal surgery. Interdisciplinary in scope, the journal keeps the specialist aware of advances in all fields that contribute to improvements in the diagnosis and treatment of gastrointestinal disease. Particular emphasis is given to articles that evaluate not only recent clinical developments, especially clinical trials and technical innovations such as new endoscopic and laparoscopic procedures, but also relevant translational research. Each contribution is carefully aligned with the need of the digestive surgeon. Thus, the journal is an important component of the continuing medical education of surgeons who want their practice to benefit from a familiarity with new knowledge in all its dimensions.
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