[儿童腺病毒肺炎粘液塞形成的危险因素及预测模型的构建]。

B Huang, Y F Wang, Y X Zou
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引用次数: 0

摘要

目的:探讨儿童腺病毒肺炎粘液塞形成的危险因素,建立基于nomogram预测模型。方法:在这项回顾性队列研究中,纳入149例诊断为腺病毒肺炎的儿童患者。所有患者均于2024年1月至12月在天津市马场区儿童医院呼吸科接受支气管镜检查。分析其人口学特征、临床表现、实验室表现、影像学特征及治疗细节。收集患者的临床表现、实验室检查、影像学特征和治疗信息。根据支气管镜检查结果将患者分为粘液塞组和非粘液塞组。采用多变量Logistic回归确定独立危险因素。随后,一种预测图被开发出来。采用受试者工作特征曲线下面积和Hosmer-Lemeshow拟合优度检验对模型性能进行评价。结果:入组患者149例(男84例,女65例),粘液塞组49例,非粘液塞组100例。与对照组相比,黏液塞组患儿入院时年龄较大(PPPOR=1.14, 95%CI 1.01-1.29, P=0.031)、下呼吸道感染(OR=5.23, 95%CI 2.15-13.56, POR=2.64, 95%CI 1.10-6.61, P=0.032)和毛细支气管炎类型(OR=2.39, 95%CI 1.04-5.60, P=0.042)是独立危险因素,而支气管镜检查前使用皮质类固醇是保护因素(OR=0.26, 95%CI 0.10-0.63, P=0.004)。nomogram预测模型具有较强的判别能力(曲线下面积=0.83)和较好的定标性(Hosmer-Lemeshow P=0.358)。结论:儿童腺病毒肺炎的独立危险因素包括年龄较大,近期有下呼吸道感染史,胸部影像学表现为实变或细支气管炎。支气管镜检查前皮质类固醇治疗具有保护作用。所开发的nomogram显示出良好的预测性能,有助于早期识别和及时干预。
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 for mucus plug formation in pediatric adenovirus pneumonia and construction of a predictive model].

Objective: To identify risk factors for mucus plug formation and to construct a nomogram-based predictive model in children with adenovirus pneumonia. Methods: In this retrospective cohort study, 149 pediatric patients diagnosed with adenovirus pneumonia were included. All patients underwent bronchoscopy at the Department of Respiratory Tianjin Children's Hospital Machang District, between January and December 2024. Their demographic characteristics, clinical manifestations, laboratory findings, imaging features, and treatment details were analyzed.The information of patients were collected about clinical manifestations, laboratory findings, imaging features, and treatment information. Patients were divided into a mucus plug group and a non-mucus plug group based on bronchoscopic findings. Independent risk factors were determined using multivariable Logistic regression. And a predictive nomogram was subsequently developed. Model performance was evaluated using the area under the receiver operating characteristic curve and the Hosmer-Lemeshow goodness-of-fit test. Results: Of the 149 enrolled patients (84 boys, 65 girls), 49 cases were classified into the mucus plug group and 100 cases into the non-mucus plug group. Compared with their counterparts, children in the mucus plug group were older on admission (P<0.05), more likely to have a recent history of lower respiratory tract infection, and exhibited a higher prevalence of consolidation or bronchiolitis patterns on chest imaging (all P<0.05), while preoperative corticosteroid use was less frequent (P<0.05). Multivariable Logistic regression identified age on admission (OR=1.14, 95%CI 1.01-1.29, P=0.031), lower respiratory tract infection (OR=5.23, 95%CI 2.15-13.56, P<0.001), radiographic consolidation (OR=2.64, 95%CI 1.10-6.61, P=0.032), and bronchiolitis pattern (OR=2.39, 95%CI 1.04-5.60, P=0.042) as independent risk factors, whereas pre-bronchoscopy corticosteroid use was a protective factor (OR=0.26, 95%CI 0.10-0.63, P=0.004). The nomogram predictive model demonstrated strong discriminative ability (area under the curve=0.83) and good calibration (Hosmer-Lemeshow P=0.358). Conclusions: The independent risk factors for mucus plug formation include older age, a recent history of lower respiratory tract infection, and chest imaging features of consolidation or bronchiolitis in pediatric adenovirus pneumonia. Pre-bronchoscopy corticosteroid therapy is a protective effect. The developed nomogram demonstrates favorable predictive performance and may facilitate early identification and timely intervention.

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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
14916
期刊介绍: Chinese Journal of Pediatrics is the only high-level academic journal in the field of pediatrics in my country, supervised by the China Association for Science and Technology and sponsored by the Chinese Medical Association. It was founded in 1950. The purpose of the journal is to combine theory with practice, with emphasis on practice; to combine basic and clinical, with major clinical; to combine popularization with improvement, with emphasis on improvement. It is to promote academic exchanges in the field of pediatrics in my country; to serve the development and improvement of my country's pediatric medicine; to serve the training of pediatric medical talents in my country; and to serve the health of children in my country. Chinese Journal of Pediatrics is mainly composed of columns such as monographs, clinical research and practice, case reports, lectures, reviews, conference (symposium) minutes, clinical pathology (case) discussions, international academic exchanges, expert explanations, and new technologies.
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