Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
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
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
_version_ 1783264704810975232
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
work_keys_str_mv AT kimmiae clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT shinseungwoo clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT parkjongsook clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT uhsootaek clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT changhunsoo clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT baedajeong clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT choyousook clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT parkhaesim clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT yoonhojoo clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT choibyoungwhui clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT kimyonghoon clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis
AT parkchoonsik clinicalcharacteristicsofexacerbationproneadultasthmaticsidentifiedbyclusteranalysis