Distinct phenotype and risk factor analysis of persistent airflow limitation among asthmatic children: a case-control study.

IF 2 3区 医学 Q2 PEDIATRICS BMC Pediatrics Pub Date : 2024-11-12 DOI:10.1186/s12887-024-05201-3
Shiqiu Xiong, Xinyu Jia, Wei Chen, Chuanhe Liu
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Abstract

Background: Persistent airflow limitation (PAL) in childhood asthma is associated with a poor prognosis. The aim of this study was to categorize asthmatic children with PAL into distinct phenotypes and investigate the risk factors associated with each phenotype.

Methods: We conducted a case-control study with a total of 119 PAL patients and 120 non-PAL (NPAL) individuals. To classify the patients into appropriate clusters, unsupervised cluster analysis using K-means clustering was employed. The clusters were then compared to explore different PAL phenotypes. Univariate and multivariate logistic regression analyses were performed to identify risk factors for PAL and calculate odds ratios (ORs) with 95% confidence intervals (95%CIs).

Results: K-means clustering divided patients into three clusters: Cluster 0 included 120 NPAL patients, Cluster 1 characterized by elevated blood neutrophils included 66 PAL patients, and Cluster 2 exhibited elevated blood eosinophils and FeNO levels, containing 53 PAL patients. Independent risk factors for PAL included older age in both Cluster 1 (9 11y: OR 12.67, 95%CI 3.30-55.74; 11y: OR 5.42, 95%CI 1.26-25.69) and Cluster 2 (9 11y: OR 7.25, 95%CI 1.70-33.35; 11y: OR 11.28, 95%CI 2.79-51.89), as well as pneumonia history, with an OR of 6.41(95%CI 1.34-33.41) in Cluster 1 and an OR of 7.92(95%CI 1.83-37.44) in Cluster 2. Furthermore, specific factors associated with Cluster 1 included BMI above 22 kg/ m 2 (OR 12.28, 95%CI 2.68-70.45), asthma duration exceeding three years (OR 4.77, 95%CI 1.60-15.94), and a blood neutrophil percentage between 0.4 and 0.5 (OR 4.13, 95%CI 1.17-16.6). In Cluster 2, independent risk factors included a blood eosinophil percentage greater than 0.07 (OR 4.36, 95%CI 1.16-19.73) and a high FeNO level (OR 3.94, 95%CI 1.35-11.97).

Conclusion: Our study identified two phenotypes of PAL in asthmatic children: non-eosinophilic and eosinophilic inflammation. Older age and a history of pneumonia were independent risk factors for both phenotypes. For non-eosinophilic inflammation PAL, specific contributing factors included higher BMI, long duration of asthma, and a blood neutrophil percentage between 0.4 and 0.5. Elevated FeNO levels and blood eosinophilic percentage were independently associated with eosinophilic inflammation PAL.

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哮喘儿童持续气流受限的不同表型和风险因素分析:一项病例对照研究。
背景:儿童哮喘的持续气流受限(PAL)与不良预后有关。本研究旨在将患有 PAL 的哮喘儿童分为不同的表型,并调查与每种表型相关的风险因素:我们对 119 名 PAL 患者和 120 名非 PAL(NPAL)患者进行了病例对照研究。为了将患者分为适当的群组,我们采用了 K-means 聚类法进行无监督聚类分析。然后对聚类进行比较,以探索不同的 PAL 表型。进行了单变量和多变量逻辑回归分析,以确定PAL的风险因素,并计算出带有95%置信区间(95%CIs)的几率比(ORs):K均值聚类将患者分为三组:第 0 组包括 120 名 NPAL 患者,第 1 组以血液中性粒细胞升高为特征,包括 66 名 PAL 患者,第 2 组表现为血液嗜酸性粒细胞和 FeNO 水平升高,包括 53 名 PAL 患者。PAL 的独立危险因素包括年龄较大(第 1 组:9 ∼ 11 岁:OR 12.67,95%CI 3.30-55.74;≥ 11 岁:OR 5.42,95%CI 1.26-25.69)和第 2 组(9 ∼ 11 岁:OR 7.25,95%CI 1.70-33.35;≥11y:OR 11.28,95%CI 2.79-51.89),以及肺炎病史,群组 1 的 OR 为 6.41(95%CI 1.34-33.41),群组 2 的 OR 为 7.92(95%CI 1.83-37.44)。此外,与群组 1 相关的特定因素包括体重指数超过 22 kg/ m 2(OR 12.28,95%CI 2.68-70.45)、哮喘持续时间超过 3 年(OR 4.77,95%CI 1.60-15.94)以及血液中性粒细胞百分比在 0.4 和 0.5 之间(OR 4.13,95%CI 1.17-16.6)。在群组 2 中,独立风险因素包括血液中嗜酸性粒细胞百分比大于 0.07(OR 4.36,95%CI 1.16-19.73)和高 FeNO 水平(OR 3.94,95%CI 1.35-11.97):我们的研究发现了哮喘儿童 PAL 的两种表型:非嗜酸性炎症和嗜酸性炎症。高龄和肺炎病史是这两种表型的独立风险因素。对于非嗜酸性粒细胞炎症型 PAL,具体的诱发因素包括较高的体重指数、较长的哮喘持续时间以及血液中嗜中性粒细胞百分比在 0.4 和 0.5 之间。FeNO 水平和血液中嗜酸性粒细胞百分比升高与嗜酸性粒细胞炎症 PAL 有独立关联。
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来源期刊
BMC Pediatrics
BMC Pediatrics PEDIATRICS-
CiteScore
3.70
自引率
4.20%
发文量
683
审稿时长
3-8 weeks
期刊介绍: BMC Pediatrics is an open access journal publishing peer-reviewed research articles in all aspects of health care in neonates, children and adolescents, as well as related molecular genetics, pathophysiology, and epidemiology.
期刊最新文献
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