Phenotypes determined by cluster analysis in severe or difficult-to-treat asthma

被引:172
|
作者
Schatz, Michael [1 ,2 ,3 ,4 ]
Hsu, Jin-Wen Y. [1 ,2 ,3 ,4 ]
Zeiger, Robert S. [1 ,2 ,3 ,4 ]
Chen, Wansu [1 ,2 ,3 ,4 ]
Dorenbaum, Alejandro [5 ]
Chipps, Bradley E. [6 ]
Haselkorn, Tmirah [5 ]
机构
[1] Kaiser Permanente So Calif, Dept Allergy, San Diego, CA USA
[2] Kaiser Permanente So Calif, Dept Res & Evaluat, San Diego, CA USA
[3] Kaiser Permanente So Calif, Dept Allergy, Pasadena, CA 91101 USA
[4] Kaiser Permanente So Calif, Dept Res & Evaluat, Pasadena, CA 91101 USA
[5] Genentech Inc, US Med Affairs, San Francisco, CA 94080 USA
[6] Capital Allergy & Resp Dis Ctr, Sacramento, CA USA
关键词
TENOR; severe asthma; difficult-to-treat asthma; phenotype; demographics; atopy; cluster analysis; HEALTH-CARE UTILIZATION; CLINICAL PHENOTYPES; NATURAL-HISTORY; EPIDEMIOLOGY; OUTCOMES; CHILDREN;
D O I
10.1016/j.jaci.2013.10.006
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Asthma phenotyping can facilitate understanding of disease pathogenesis and potential targeted therapies. Objective: To further characterize the distinguishing features of phenotypic groups in difficult-to-treat asthma. Methods: Children ages 6-11 years (n = 518) and adolescents and adults ages >= 12 years (n = 3612) with severe or difficult-to-treat asthma from The Epidemiology and Natural History of Asthma: Outcomes and Treatment Regimens (TENOR) study were evaluated in this post hoc cluster analysis. Analyzed variables included sex, race, atopy, age of asthma onset, smoking (adolescents and adults), passive smoke exposure (children), obesity, and aspirin sensitivity. Cluster analysis used the hierarchical clustering algorithm with the Ward minimum variance method. The results were compared among clusters by chi(2) analysis; variables with significant (P < .05) differences among clusters were considered as distinguishing feature candidates. Associations among clusters and asthma-related health outcomes were assessed in multivariable analyses by adjusting for socioeconomic status, environmental exposures, and intensity of therapy. Results: Five clusters were identified in each age stratum. Sex, atopic status, and nonwhite race were distinguishing variables in both strata; passive smoke exposure was distinguishing in children and aspirin sensitivity in adolescents and adults. Clusters were not related to outcomes in children, but 2 adult and adolescent clusters distinguished by nonwhite race and aspirin sensitivity manifested poorer quality of life (P < .0001), and the aspirin-sensitive cluster experienced more frequent asthma exacerbations (P < .0001). Conclusion: Distinct phenotypes appear to exist in patients with severe or difficult-to-treat asthma, which is related to outcomes in adolescents and adults but not in children. The study of the therapeutic implications of these phenotypes is warranted.
引用
收藏
页码:1549 / 1556
页数:8
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