Cargando…
Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study
BACKGROUND: Identifying relevant asthma endotypes may be the first step towards improving asthma management. We aimed identifying respiratory endotypes in adults using a cluster analysis and to compare their clinical characteristics at follow-up. METHODS: The analysis was performed separately among...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713177/ https://www.ncbi.nlm.nih.gov/pubmed/33268339 http://dx.doi.org/10.1136/bmjresp-2020-000632 |
_version_ | 1783618529042366464 |
---|---|
author | Nadif, Rachel Febrissy, Mickael Andrianjafimasy, Miora Valérie Le Moual, Nicole Gormand, Frederic Just, Jocelyne Pin, Isabelle Siroux, Valerie Matran, Régis Dumas, Orianne Nadif, Mohamed |
author_facet | Nadif, Rachel Febrissy, Mickael Andrianjafimasy, Miora Valérie Le Moual, Nicole Gormand, Frederic Just, Jocelyne Pin, Isabelle Siroux, Valerie Matran, Régis Dumas, Orianne Nadif, Mohamed |
author_sort | Nadif, Rachel |
collection | PubMed |
description | BACKGROUND: Identifying relevant asthma endotypes may be the first step towards improving asthma management. We aimed identifying respiratory endotypes in adults using a cluster analysis and to compare their clinical characteristics at follow-up. METHODS: The analysis was performed separately among current asthmatics (CA, n=402) and never asthmatics (NA, n=666) from the first follow-up of the French EGEA study (EGEA2). Cluster analysis jointly considered 4 demographic, 22 clinical/functional (respiratory symptoms, asthma treatments, lung function) and four blood biological (allergy-related, inflammation-related and oxidative stress-related biomarkers) characteristics at EGEA2. The clinical characteristics at follow-up (EGEA3) were compared according to the endotype identified at EGEA2. RESULTS: We identified five respiratory endotypes, three among CA and two among NA: CA1 (n=53) with active treated adult-onset asthma, poor lung function, chronic cough and phlegm and dyspnoea, high body mass index, and high blood neutrophil count and fluorescent oxidation products level; CA2 (n=219) with mild asthma and rhinitis; CA3 (n=130) with inactive/mild untreated allergic childhood-onset asthma, high frequency of current smokers and low frequency of attacks of breathlessness at rest, and high IgE level; NA1 (n=489) asymptomatic, and NA2 (n=177) with respiratory symptoms, high blood neutrophil and eosinophil counts. CA1 had poor asthma control and high leptin level, CA2 had hyper-responsiveness and high interleukin (IL)-1Ra, IL-5, IL-7, IL-8, IL-10, IL-13 and TNF-α levels, and NA2 had high leptin and C reactive protein levels. Ten years later, asthmatics in CA1 had worse clinical characteristics whereas those in CA3 had better respiratory outcomes than CA2; NA in NA2 had more respiratory symptoms and higher rate of incident asthma than those in NA1. CONCLUSION: These results highlight the interest to jointly consider clinical and biological characteristics in cluster analyses to identify endotypes among adults with or without asthma. |
format | Online Article Text |
id | pubmed-7713177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-77131772020-12-04 Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study Nadif, Rachel Febrissy, Mickael Andrianjafimasy, Miora Valérie Le Moual, Nicole Gormand, Frederic Just, Jocelyne Pin, Isabelle Siroux, Valerie Matran, Régis Dumas, Orianne Nadif, Mohamed BMJ Open Respir Res Asthma BACKGROUND: Identifying relevant asthma endotypes may be the first step towards improving asthma management. We aimed identifying respiratory endotypes in adults using a cluster analysis and to compare their clinical characteristics at follow-up. METHODS: The analysis was performed separately among current asthmatics (CA, n=402) and never asthmatics (NA, n=666) from the first follow-up of the French EGEA study (EGEA2). Cluster analysis jointly considered 4 demographic, 22 clinical/functional (respiratory symptoms, asthma treatments, lung function) and four blood biological (allergy-related, inflammation-related and oxidative stress-related biomarkers) characteristics at EGEA2. The clinical characteristics at follow-up (EGEA3) were compared according to the endotype identified at EGEA2. RESULTS: We identified five respiratory endotypes, three among CA and two among NA: CA1 (n=53) with active treated adult-onset asthma, poor lung function, chronic cough and phlegm and dyspnoea, high body mass index, and high blood neutrophil count and fluorescent oxidation products level; CA2 (n=219) with mild asthma and rhinitis; CA3 (n=130) with inactive/mild untreated allergic childhood-onset asthma, high frequency of current smokers and low frequency of attacks of breathlessness at rest, and high IgE level; NA1 (n=489) asymptomatic, and NA2 (n=177) with respiratory symptoms, high blood neutrophil and eosinophil counts. CA1 had poor asthma control and high leptin level, CA2 had hyper-responsiveness and high interleukin (IL)-1Ra, IL-5, IL-7, IL-8, IL-10, IL-13 and TNF-α levels, and NA2 had high leptin and C reactive protein levels. Ten years later, asthmatics in CA1 had worse clinical characteristics whereas those in CA3 had better respiratory outcomes than CA2; NA in NA2 had more respiratory symptoms and higher rate of incident asthma than those in NA1. CONCLUSION: These results highlight the interest to jointly consider clinical and biological characteristics in cluster analyses to identify endotypes among adults with or without asthma. BMJ Publishing Group 2020-12-02 /pmc/articles/PMC7713177/ /pubmed/33268339 http://dx.doi.org/10.1136/bmjresp-2020-000632 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Asthma Nadif, Rachel Febrissy, Mickael Andrianjafimasy, Miora Valérie Le Moual, Nicole Gormand, Frederic Just, Jocelyne Pin, Isabelle Siroux, Valerie Matran, Régis Dumas, Orianne Nadif, Mohamed Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study |
title | Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study |
title_full | Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study |
title_fullStr | Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study |
title_full_unstemmed | Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study |
title_short | Endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control EGEA study |
title_sort | endotypes identified by cluster analysis in asthmatics and non-asthmatics and their clinical characteristics at follow-up: the case-control egea study |
topic | Asthma |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713177/ https://www.ncbi.nlm.nih.gov/pubmed/33268339 http://dx.doi.org/10.1136/bmjresp-2020-000632 |
work_keys_str_mv | AT nadifrachel endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT febrissymickael endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT andrianjafimasymioravalerie endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT lemoualnicole endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT gormandfrederic endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT justjocelyne endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT pinisabelle endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT sirouxvalerie endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT matranregis endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT dumasorianne endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy AT nadifmohamed endotypesidentifiedbyclusteranalysisinasthmaticsandnonasthmaticsandtheirclinicalcharacteristicsatfollowupthecasecontrolegeastudy |