建立预测直肠癌腹腔镜前切除术后并发症风险因素的提名图模型。

IF 1 4区 医学 Q3 SURGERY
Journal of Minimal Access Surgery Pub Date : 2024-04-01 Epub Date: 2023-05-10 DOI:10.4103/jmas.jmas_254_22
Zhulan Huang, Peng Li, Min Tang, Jianya Liu
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引用次数: 0

摘要

目的我们旨在分析腹腔镜直肠癌前切除术后并发症的风险因素,并建立一个提名图预测模型,评估其准确性:我们回顾性分析了180名接受腹腔镜直肠癌前切除术的患者的临床数据。采用单变量分析和多变量逻辑回归分析筛选出 II 级术后并发症的潜在风险因素,并建立了一个提名图模型。采用接收者操作特征曲线(ROC)和Hosmer-Lemeshow拟合优度检验来评价模型的区分度和重合度,并采用校准曲线进行内部验证:共有53名直肠癌患者(29.4%)出现了II级术后并发症。多变量逻辑回归分析显示,年龄(几率比[OR] =1.085,P < 0.001)、体重指数≥24 kg/m 2(OR = 2. 763,P = 0. 008)、肿瘤直径≥5 cm(OR = 3. 572,P = 0.002)、肿瘤距肛缘距离≤6 cm(OR = 2.729,P = 0.012)和手术时间≥180 min(OR = 2.243,P = 0.032)是Ⅱ级术后并发症的独立危险因素。提名图预测模型的 ROC 下面积为 0.782(95% 置信区间:0.706-0.858,灵敏度:66.0%,特异度:76.4%)。Hosmer-Lemeshow拟合优度检验显示χ2 = 9.350,P = 0.314:基于五个独立危险因素的提名图预测模型对腹腔镜直肠癌前切除术后并发症具有良好的预测效果,有助于早期识别高危人群并制定临床干预措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Establishment of a nomogram model in predicting risk factors of post-operative complications after laparoscopic anterior resection for rectal cancer.

Objective: We aimed to analyse the risk factors of complications after laparoscopic anterior resection of rectal cancer, and to establish a nomogram prediction model and evaluate its accuracy.

Patients and methods: We retrospectively analysed the clinical data of 180 patients undergoing laparoscopic anterior resection of rectal cancer. Univariate analysis and multivariate logistic regression analysis were used to screen the potential risk factors of post-operative complications of Grade II and establish a nomogram model. The receiver operating characteristic (ROC) curve and Hosmer-Lemeshow goodness-of-fit test were used to evaluate the discrimination and coincidence of the model, and the calibration curve was used to internally verify.

Results: A total of 53 patients (29.4%) with rectal cancer had Grade II post-operative complications. Multivariate logistic regression analysis showed that age (odds ratio [OR] =1.085, P < 0.001), body mass index ≥24 kg/m 2 (OR = 2. 763, P = 0. 008), tumour diameter ≥5 cm (OR = 3. 572, P = 0.002), tumour distance from anal margin ≤6 cm (OR = 2.729, P = 0.012) and operation time ≥180 min (OR = 2.243, P = 0.032) were independent risk factors for Grade II post-operative complications. The area under the ROC was 0.782 (95% confidence interval: 0.706-0.858, sensitivity: 66.0%, specificity: 76.4%) in the nomogram prediction model. Hosmer-Lemeshow goodness-of-fit test showed χ2 = 9.350, P = 0.314.

Conclusion: Based on five independent risk factors, the nomogram prediction model has a good predictive performance for post-operative complications after laparoscopic anterior resection of rectal cancer, which is helpful to early identify high-risk people and formulate clinical intervention measures.

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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
151
审稿时长
36 weeks
期刊介绍: Journal of Minimal Access Surgery (JMAS), the official publication of Indian Association of Gastrointestinal Endo Surgeons, launched in early 2005. The JMAS, a quarterly publication, is the first English-language journal from India, as also from this part of the world, dedicated to Minimal Access Surgery. The JMAS boasts an outstanding editorial board comprising of Indian and international experts in the field.
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