中、低位直肠癌经肛全直肠系膜切除术后并发症的预测:临床预测模型的开发和内部验证。

IF 2.5 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Zhu Jingtao, Wu Bin, Bai Haoyu, Lin Hexin, Yu Xuejun, Wang Tinghao, Xu Zhiwen, You Jun
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引用次数: 0

摘要

目的:本研究旨在开发一种提名图,用于个性化预测接受经肛门全直肠系膜切除术(taTME)的中低位直肠癌患者的术后并发症风险。该工具旨在协助临床医生及早识别高风险患者,并解决术前风险因素,以提高手术安全性:在这项病例对照研究中,纳入了2018年2月至2023年11月期间在厦门大学附属第一医院确诊为中低位直肠癌并接受taTME手术的207例患者。采用最小绝对收缩和选择操作器(LASSO)回归和多因素逻辑回归模型分析了术后并发症的独立风险因素。结果:结果:在 207 名患者中,有 57 人(27.5%)出现了术后并发症。LASSO 和多因素逻辑回归分析确定了手术时间(OR = 1.010,P = 0.007)、吸烟史(OR = 9.693,P 结论:手术时间和吸烟史对术后并发症的预测具有重要意义:所开发的提名图结合了手术时间、吸烟史、吻合技术和 ASA 评分,能有效预测 taTME 手术的术后并发症风险。它是临床医生识别高风险患者并及时采取干预措施的重要工具,最终可改善患者的预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Prediction of postoperative complications following transanal total mesorectal excision in middle and low rectal cancer: development and internal validation of a clinical prediction model.

Prediction of postoperative complications following transanal total mesorectal excision in middle and low rectal cancer: development and internal validation of a clinical prediction model.

Purpose: The objective of this study is to develop a nomogram for the personalized prediction of postoperative complication risks in patients with middle and low rectal cancer who are undergoing transanal total mesorectal excision (taTME). This tool aims to assist clinicians in early identification of high-risk patients and in addressing preoperative risk factors to enhance surgical safety.

Methods: In this case-control study, 207 patients diagnosed with middle and low rectal cancer and undergoing taTME between February 2018 and November 2023 at The First Affiliated Hospital of Xiamen University were included. Independent risk factors for postoperative complications were analyzed using the Least Absolute Shrinkage and Selection Operator (LASSO) regression and multifactorial logistic regression models. A predictive nomogram was constructed using R Studio.

Results: Among the 207 patients, 57 (27.5%) experienced postoperative complications. The LASSO and multifactorial logistic regression analyses identified operation time (OR = 1.010, P = 0.007), smoking history (OR = 9.693, P < 0.001), anastomotic technique (OR = 0.260, P = 0.004), and ASA score (OR = 9.077, P = 0.051) as significant predictors. These factors were integrated into the nomogram. The model's accuracy was validated through receiver operating characteristic curves, calibration curves, consistency indices, and decision curve analysis.

Conclusion: The developed nomogram, incorporating operation time, smoking history, anastomotic technique, and ASA score, effectively forecasts postoperative complication risks in taTME procedures. It is a valuable tool for clinicians to identify patients at heightened risk and initiate timely interventions, ultimately improving patient outcomes.

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来源期刊
CiteScore
4.90
自引率
3.60%
发文量
206
审稿时长
3-8 weeks
期刊介绍: The International Journal of Colorectal Disease, Clinical and Molecular Gastroenterology and Surgery aims to publish novel and state-of-the-art papers which deal with the physiology and pathophysiology of diseases involving the entire gastrointestinal tract. In addition to original research articles, the following categories will be included: reviews (usually commissioned but may also be submitted), case reports, letters to the editor, and protocols on clinical studies. The journal offers its readers an interdisciplinary forum for clinical science and molecular research related to gastrointestinal disease.
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