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...

Descripción completa

Detalles Bibliográficos
Autores principales: Nadif, Rachel, Febrissy, Mickael, Andrianjafimasy, Miora Valérie, Le Moual, Nicole, Gormand, Frederic, Just, Jocelyne, Pin, Isabelle, Siroux, Valerie, Matran, Régis, Dumas, Orianne, Nadif, Mohamed
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