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基于聚类分析的性别特异性哮喘表型、炎症模式和哮喘控制。

Sex-Specific Asthma Phenotypes, Inflammatory Patterns, and Asthma Control in a Cluster Analysis.

机构信息

Department of Public Health, College of Health Science, Kaohsiung Medical University, Kaohsiung, Taiwan.

Division of Pulmonary and Critical Care Medicine, Department of Medicine, Chang Gung Memorial Hospital-Kaohsiung Medical Center, Chang Gung University College of Medicine, Kaohsiung, Taiwan.

出版信息

J Allergy Clin Immunol Pract. 2019 Feb;7(2):556-567.e15. doi: 10.1016/j.jaip.2018.08.008. Epub 2018 Aug 28.

Abstract

BACKGROUND

Asthma is a heterogeneous disease with complex mechanisms and involves many risk factors and in vivo cellular molecules. It is notable that sex differences may have a potential effect on asthma phenotype.

OBJECTIVE

To identify sex-specific phenotypes and health outcomes of asthma.

METHODS

We conducted the Taiwanese Adult Asthma Cohorts study to enroll female (n = 421) and male (n = 299) adult patients with stable asthma. Eight variables were selected by a factor analysis. We further performed a 2-step sensitivity cluster analysis to classify asthma clusters. The risks of asthma-related outcomes among the clusters were assessed using simple logistic regressions.

RESULTS

Three different clusters were identified in males and females. In the female clusters, atopy/eosinophil-predominant (cluster 2), and obesity/neutrophil-predominant pattern (cluster 3) had more than a 2-fold risk of asthma exacerbations (odds ratio, 2.51; 95% CI, 1.12-5.59 and odds ratio, 2.22; 95% CI, 1.01-4.93). In the male clusters, current smoker/neutrophilic atopic cluster (cluster 5) and ex-smoker/eosinophil-predominant or mixed inflammatory pattern (cluster 6) also had a higher risk of asthma exacerbations.

CONCLUSIONS

This study identified heterogeneous characteristics between sexes. In females, the analysis showed atopy with eosinophil-predominant and obese with neutrophil-predominant inflammation. Two distinct asthma phenotypes were found in current and ex-smokers in males. Understanding asthma phenotypes and explaining the potentially biological pathways have become important.

摘要

背景

哮喘是一种具有复杂机制的异质性疾病,涉及许多风险因素和体内细胞分子。值得注意的是,性别差异可能对哮喘表型有潜在影响。

目的

确定哮喘的性别特异性表型和健康结局。

方法

我们进行了台湾成人哮喘队列研究,纳入了 421 名女性和 299 名稳定哮喘的男性成年患者。通过因子分析选择了 8 个变量。我们进一步进行了两步敏感性聚类分析,对哮喘聚类进行分类。使用简单逻辑回归评估了各聚类中与哮喘相关结局的风险。

结果

在男性和女性中均确定了三个不同的聚类。在女性聚类中,过敏/嗜酸性粒细胞占优势(聚类 2)和肥胖/中性粒细胞占优势模式(聚类 3)的哮喘恶化风险是 2 倍以上(比值比,2.51;95%可信区间,1.12-5.59 和比值比,2.22;95%可信区间,1.01-4.93)。在男性聚类中,当前吸烟者/中性粒细胞占优势的过敏(聚类 5)和前吸烟者/嗜酸性粒细胞占优势或混合炎症模式(聚类 6)也有更高的哮喘恶化风险。

结论

本研究确定了男女之间存在异质性特征。在女性中,分析显示了以过敏为主的嗜酸性粒细胞和以肥胖为主的中性粒细胞炎症。在男性中,当前吸烟者和前吸烟者发现了两种不同的哮喘表型。了解哮喘表型并解释潜在的生物学途径已变得非常重要。

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