Unknown

Dataset Information

0

Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis.


ABSTRACT:

Purpose

Asthma is a heterogeneous disease characterized by various types of airway inflammation and obstruction. Therefore, it is classified into several subphenotypes, such as early-onset atopic, obese non-eosinophilic, benign, and eosinophilic asthma, using cluster analysis. A number of asthmatics frequently experience exacerbation over a long-term follow-up period, but the exacerbation-prone subphenotype has rarely been evaluated by cluster analysis. This prompted us to identify clusters reflecting asthma exacerbation.

Methods

A uniform cluster analysis method was applied to 259 adult asthmatics who were regularly followed-up for over 1 year using 12 variables, selected on the basis of their contribution to asthma phenotypes. After clustering, clinical profiles and exacerbation rates during follow-up were compared among the clusters.

Results

Four subphenotypes were identified: cluster 1 was comprised of patients with early-onset atopic asthma with preserved lung function, cluster 2 late-onset non-atopic asthma with impaired lung function, cluster 3 early-onset atopic asthma with severely impaired lung function, and cluster 4 late-onset non-atopic asthma with well-preserved lung function. The patients in clusters 2 and 3 were identified as exacerbation-prone asthmatics, showing a higher risk of asthma exacerbation.

Conclusions

Two different phenotypes of exacerbation-prone asthma were identified among Korean asthmatics using cluster analysis; both were characterized by impaired lung function, but the age at asthma onset and atopic status were different between the two.

SUBMITTER: Kim MA 

PROVIDER: S-EPMC5603476 | biostudies-literature | 2017 Nov

REPOSITORIES: biostudies-literature

altmetric image

Publications

Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis.

Kim Mi Ae MA   Shin Seung Woo SW   Park Jong Sook JS   Uh Soo Taek ST   Chang Hun Soo HS   Bae Da Jeong DJ   Cho You Sook YS   Park Hae Sim HS   Yoon Ho Joo HJ   Choi Byoung Whui BW   Kim Yong Hoon YH   Park Choon Sik CS  

Allergy, asthma & immunology research 20171101 6


<h4>Purpose</h4>Asthma is a heterogeneous disease characterized by various types of airway inflammation and obstruction. Therefore, it is classified into several subphenotypes, such as early-onset atopic, obese non-eosinophilic, benign, and eosinophilic asthma, using cluster analysis. A number of asthmatics frequently experience exacerbation over a long-term follow-up period, but the exacerbation-prone subphenotype has rarely been evaluated by cluster analysis. This prompted us to identify clust  ...[more]

Similar Datasets

| S-EPMC5603481 | biostudies-literature
| S-EPMC6942520 | biostudies-literature
| S-EPMC8323882 | biostudies-literature
| S-EPMC7528796 | biostudies-literature
2013-08-02 | E-GEOD-46171 | biostudies-arrayexpress
| S-EPMC7898746 | biostudies-literature
2013-08-02 | GSE46171 | GEO
| S-EPMC6931257 | biostudies-literature
| S-EPMC7984950 | biostudies-literature
| S-EPMC7528798 | biostudies-literature