Multivariate Asthma Phenotypes in Adults: The Quebec City Case-Control Asthma Cohort

Emilie Lavoie-Charland, Jean‐Christophe Bérubé, M. Laviolette, L. Boulet, Y. Bossé
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引用次数: 8

Abstract

Background and Objectives: Asthma is a heterogeneous disease where patient severity can be classified according to various models based on numerous variables. Large collections of well-phenotyped subjects are needed to find distinct clusters of patients for personalized medicine and future genetic studies. The objective of this study is to describe the collection of the Quebec City Case-Control Asthma Cohort and to identify homogeneous subgroups of asthma patients based on clinical characteristics. Methods: This cohort is part of an ongoing project initiated in 2007 to elucidate the genetic basis of asthma. All subjects are randomly recruited at the same site following advertisements. Subjects are unrelated French Canadian white adults 18 years of age or older. Each participant underwent a spirometry, methacholine challenge, and allergy skin-prick tests. Blood was collected for DNA, cell counts and total serum IgE measurements. So far, 982 subjects have been recruited and classified as cases (n = 566) or controls (n = 416). We performed factor and cluster analyses on collected phenotypes from this set to identify subgroups of phenotypically similar asthmatic patients. Results: Factor analysis with 13 variables led to the selection of five factors: lung function, numbers of allergens, blood eosinophil percentage, smoking status and age. K-means cluster analysis on the reduced dataset produced four significantly different groups with the following characteristics: smoking history, low atopy and low lung function, high atopy, and young non-smoking with average atopy. Conclusions: The Quebec City Case-Control Asthma Cohort is a new resource for local and collaborative clinical and genetic research on asthma. This new collection reveals distinct multivariate phenotypes of adult asthma that are likely to be important for future genetic studies and targeted therapies.
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成人多变量哮喘表型:魁北克市病例-对照哮喘队列
背景和目的:哮喘是一种异质性疾病,患者的严重程度可以根据基于众多变量的各种模型进行分类。为了个性化医疗和未来的遗传研究,需要大量表型良好的受试者来发现不同的患者群。本研究的目的是描述魁北克市病例对照哮喘队列的收集,并根据临床特征确定哮喘患者的同质亚组。方法:该队列是2007年启动的一个正在进行的项目的一部分,该项目旨在阐明哮喘的遗传基础。所有受试者都是按照广告在同一地点随机招募的。受试者为无血缘关系的法裔加拿大白人成年人,年龄在18岁或以上。每个参与者都进行了肺活量测定、甲胆碱挑战和过敏皮肤点刺试验。采集血液进行DNA、细胞计数和血清总IgE测定。到目前为止,已经招募了982名受试者,并将其分为病例(n = 566)和对照组(n = 416)。我们对收集到的表型进行因子和聚类分析,以确定表型相似的哮喘患者亚组。结果:对13个变量进行因子分析,筛选出肺功能、过敏原数量、血嗜酸性粒细胞百分比、吸烟状况、年龄5个因素。对简化后的数据集进行K-means聚类分析得出四个显著不同的组,它们具有以下特征:吸烟史、低特应性和低肺功能、高特应性和平均特应性的年轻非吸烟人群。结论:魁北克市病例-对照哮喘队列是哮喘本地和协作临床和遗传研究的新资源。这一新集合揭示了成人哮喘不同的多变量表型,这可能对未来的遗传研究和靶向治疗很重要。
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