通过内窥镜鼻腔泪囊造口术治疗慢性泪囊炎患者预后不良的风险因素和风险预测模型

IF 0.9 4区 医学 Q3 SURGERY
Wentao Wang, Chong Zhao
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引用次数: 0

摘要

目的:由于慢性炎症导致泪道阻塞和反复感染等因素,慢性泪囊炎通常会导致不良预后。因此,本研究旨在探讨通过鼻内镜下泪囊造口术治疗的慢性泪囊炎患者预后不良的风险因素,并建立风险预测模型:我们回顾性分析了2022年1月至2024年2月期间接受治疗的慢性泪囊炎患者(n = 101)的临床数据。他们被分为训练集(71 人)和验证集(30 人)。对患者进行术后三个月的随访,并评估复发率。逻辑回归分析用于确定预后不良的风险因素,并利用这些风险因素建立了一个提名图模型。模型验证包括自举法、校准曲线、接收器操作者特征(ROC)曲线和 Hosmer-Lemeshow 检验:在 101 名患者中,27 人(26.73%)复发。年龄越大、手术时间越长、术中出血量越多,预后越差(均 p < 0.05)。多变量回归表明,年龄(几率比(OR)= 2.18,95% 置信区间(CI):1.30-3.68)、手术时间(OR=1.89,95% 置信区间(CI):1.13-3.17)和术中出血(OR=1.69,95% 置信区间(CI):1.06-2.69)是重要的风险因素。包含这些因素的提名图模型显示,训练集的曲线下面积(AUC)为 0.666,验证集为 0.585。此外,训练集的灵敏度和特异度分别为 0.654 和 0.621,验证集的灵敏度和特异度分别为 0.598 和 0.548,校准曲线显示两者吻合良好:年龄、手术时间和术中出血是影响慢性泪囊炎患者预后的重要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk Factors and Risk Prediction Model of Poor Prognosis in Patients with Chronic Dacryocystitis Treated by Endoscopic Nasal Dacryocystostomy.

Aim: Chronic dacryocystitis often leads to a poor prognosis due to factors like chronic inflammation resulting in lacrimal duct obstruction and recurrent infections. Therefore, this study aims to investigate the risk factors of poor prognosis in patients with chronic dacryocystitis treated by endoscopic nasal dacryocystostomy and to establish a risk prediction model.

Methods: We retrospectively analyzed the clinical data of chronic dacryocystitis patients (n = 101) treated between January 2022 and February 2024. They were divided into a training set (n = 71) and a validation set (n = 30). Patients were followed up for three months post-operation, and recurrence rates were assessed. Logistic regression analysis was used to identify risk factors for poor prognosis, and a nomogram model was developed utilizing these risk factors. Model validation involved the bootstrap method, calibration curves, receiver operator characteristic (ROC) curves, and the Hosmer-Lemeshow test.

Results: Out of the 101 patients, 27 (26.73%) experienced recurrence. The older age, longer operation time, and greater intraoperative bleeding were all associated with poor prognosis (all p < 0.05). Multivariate regression indicated that age (odds ratio (OR) = 2.18, 95% CI: 1.30-3.68), operation time (OR = 1.89, 95% confidence interval (CI): 1.13-3.17), and intraoperative bleeding (OR = 1.69, 95% CI: 1.06-2.69) were significant risk factors. The nomogram model incorporating these factors showed an area under the curve (AUC) of 0.666 for the training set and 0.585 for the validation set. Furthermore, for the training set, sensitivity and specificity were 0.654 and 0.621, and for the validation set, they were 0.598 and 0.548, respectively, with calibration curves indicating good agreement.

Conclusions: Age, operation time, and intraoperative bleeding are significant factors affecting the prognosis of patients with chronic dacryocystitis.

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来源期刊
CiteScore
0.90
自引率
12.50%
发文量
116
审稿时长
>12 weeks
期刊介绍: Annali Italiani di Chirurgia is a bimonthly journal and covers all aspects of surgery:elective, emergency and experimental surgery, as well as problems involving technology, teaching, organization and forensic medicine. The articles are published in Italian or English, though English is preferred because it facilitates the international diffusion of the journal (v.Guidelines for Authors and Norme per gli Autori). The articles published are divided into three main sections:editorials, original articles, and case reports and innovations.
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