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Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis
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 asthmatic...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5603476/ https://www.ncbi.nlm.nih.gov/pubmed/28913987 http://dx.doi.org/10.4168/aair.2017.9.6.483 |
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author | Kim, Mi-Ae Shin, Seung-Woo Park, Jong-Sook Uh, Soo-Taek Chang, Hun Soo Bae, Da-Jeong Cho, You Sook Park, Hae-Sim Yoon, Ho Joo Choi, Byoung Whui Kim, Yong Hoon Park, Choon-Sik |
author_facet | Kim, Mi-Ae Shin, Seung-Woo Park, Jong-Sook Uh, Soo-Taek Chang, Hun Soo Bae, Da-Jeong Cho, You Sook Park, Hae-Sim Yoon, Ho Joo Choi, Byoung Whui Kim, Yong Hoon Park, Choon-Sik |
author_sort | Kim, Mi-Ae |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5603476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease |
record_format | MEDLINE/PubMed |
spelling | pubmed-56034762017-11-01 Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis Kim, Mi-Ae Shin, Seung-Woo Park, Jong-Sook Uh, Soo-Taek Chang, Hun Soo Bae, Da-Jeong Cho, You Sook Park, Hae-Sim Yoon, Ho Joo Choi, Byoung Whui Kim, Yong Hoon Park, Choon-Sik Allergy Asthma Immunol Res Original Article 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. The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease 2017-11 2017-08-08 /pmc/articles/PMC5603476/ /pubmed/28913987 http://dx.doi.org/10.4168/aair.2017.9.6.483 Text en Copyright © 2017 The Korean Academy of Asthma, Allergy and Clinical Immunology • The Korean Academy of Pediatric Allergy and Respiratory Disease http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Kim, Mi-Ae Shin, Seung-Woo Park, Jong-Sook Uh, Soo-Taek Chang, Hun Soo Bae, Da-Jeong Cho, You Sook Park, Hae-Sim Yoon, Ho Joo Choi, Byoung Whui Kim, Yong Hoon Park, Choon-Sik Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis |
title | Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis |
title_full | Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis |
title_fullStr | Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis |
title_full_unstemmed | Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis |
title_short | Clinical Characteristics of Exacerbation-Prone Adult Asthmatics Identified by Cluster Analysis |
title_sort | clinical characteristics of exacerbation-prone adult asthmatics identified by cluster analysis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5603476/ https://www.ncbi.nlm.nih.gov/pubmed/28913987 http://dx.doi.org/10.4168/aair.2017.9.6.483 |
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