Institut National de la Santé et de la Recherche Médicale, Environmental Epidemiology Applied to Reproduction and Respiratory Health Team, Centre de Recherche Albert Bonniot, Grenoble, France.
Am J Respir Crit Care Med. 2013 Sep 1;188(5):550-60. doi: 10.1164/rccm.201301-0156OC.
The temporal stability of adult asthma phenotypes identified using clustering methods has never been addressed. Longitudinal cluster-based methods may provide novel insights in the study of the natural history of asthma.
To compare the stability of cluster-based asthma phenotype structures a decade apart in adults and to address the individuals' phenotypic transition across these asthma phenotypes.
The latent transition analysis was applied on longitudinal data (twice, 10 yr apart) from 3,320 adults with asthma who took part in the European Community Respiratory Health Survey, the Swiss Cohort Study on Air Pollution and Lung and Heart Diseases in Adults, or the Epidemiological Study on Genetics and Environment of Asthma. Nine variables covering personal and phenotypic characteristics measured twice, 10 years apart, were simultaneously considered.
Latent transition analysis identifies seven asthma phenotypes (prevalence range, 8.4-20.8%), mainly characterized by the level of asthma symptoms (low, moderate, high), the allergic status, and pulmonary function. Phenotypes observed 10 years apart showed strong similarities. The probability of membership in the same asthma phenotype at both times varied across phenotypes from 54 to 88%. Different transition patterns were observed across phenotypes. Transitions toward increased asthma symptoms were more frequently observed among nonallergic phenotypes as compared with allergic phenotypes. Results showed a strong stability of the allergic status over time.
Adult asthma phenotypes identified by a clustering approach, 10 years apart, were highly consistent. This study is the first to model the probabilities of transitioning over time between comprehensive asthma phenotypes.
使用聚类方法确定的成人哮喘表型的时间稳定性从未被研究过。基于纵向聚类的方法可能为哮喘自然史的研究提供新的见解。
比较 10 年前成人聚类哮喘表型结构的稳定性,并解决这些哮喘表型中个体表型的转变。
应用潜在转变分析对来自参加欧洲社区呼吸健康调查、瑞士成人空气污染与心肺疾病队列研究或哮喘遗传与环境流行病学研究的 3320 名哮喘成人的纵向数据(两次,相隔 10 年)进行分析。同时考虑了涵盖两次相隔 10 年测量的个人和表型特征的九个变量。
潜在转变分析确定了七种哮喘表型(患病率范围为 8.4-20.8%),主要特征为哮喘症状水平(低、中、高)、过敏状态和肺功能。相隔 10 年观察到的表型具有很强的相似性。在两次都属于同一哮喘表型的可能性因表型而异,范围为 54%至 88%。不同的表型观察到不同的转变模式。与过敏表型相比,非过敏表型更频繁地观察到向哮喘症状增加的转变。结果表明过敏状态随时间具有很强的稳定性。
相隔 10 年的聚类方法确定的成人哮喘表型高度一致。本研究首次对综合哮喘表型之间随时间的转变概率进行建模。