Cargando…
Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis
OBJECTIVES: To identify clusters of patients who may benefit from treatment with an inhaled corticosteroid (ICS)/long-acting β(2) agonist (LABA) versus LABA alone, in terms of exacerbation reduction, and to validate previously identified clusters of patients with chronic obstructive pulmonary diseas...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4893846/ https://www.ncbi.nlm.nih.gov/pubmed/27251682 http://dx.doi.org/10.1136/bmjopen-2015-010099 |
_version_ | 1782435628042944512 |
---|---|
author | Hinds, David R DiSantostefano, Rachael L Le, Hoa V Pascoe, Steven |
author_facet | Hinds, David R DiSantostefano, Rachael L Le, Hoa V Pascoe, Steven |
author_sort | Hinds, David R |
collection | PubMed |
description | OBJECTIVES: To identify clusters of patients who may benefit from treatment with an inhaled corticosteroid (ICS)/long-acting β(2) agonist (LABA) versus LABA alone, in terms of exacerbation reduction, and to validate previously identified clusters of patients with chronic obstructive pulmonary disease (COPD) (based on diuretic use and reversibility). DESIGN: Post hoc supervised cluster analysis using a modified recursive partitioning algorithm of two 1-year randomised, controlled trials of fluticasone furoate (FF)/vilanterol (VI) versus VI alone, with the primary end points of the annual rate of moderate-to-severe exacerbations. SETTING: Global. PARTICIPANTS: 3255 patients with COPD (intent-to-treat populations) with a history of exacerbations in the past year. INTERVENTIONS: FF/VI 50/25 µg, 100/25 µg or 200/25 µg, or VI 25 µg; all one time per day. OUTCOME MEASURES: Mean annual COPD exacerbation rate to identify clusters of patients who benefit from adding an ICS (FF) to VI bronchodilator therapy. RESULTS: Three clusters were identified, including two groups that benefit from FF/VI versus VI: patients with blood eosinophils >2.4% (RR=0.68, 95% CI 0.58 to 0.79), or blood eosinophils ≤2.4% and smoking history ≤46 pack-years, experienced a reduced rate of exacerbations with FF/VI versus VI (RR=0.78, 95% CI 0.63 to 0.96), whereas those with blood eosinophils ≤2.4% and smoking history >46 pack-years were identified as non-responders (RR=1.22, 95% CI 0.94 to 1.58). Clusters of patients previously identified in the fluticasone propionate/salmeterol (SAL) versus SAL trials of similar design were not validated; all clusters of patients tended to benefit from FF/VI versus VI alone irrespective of diuretic use and reversibility. CONCLUSIONS: In patients with COPD with a history of exacerbations, those with greater blood eosinophils or a lower smoking history may benefit more from ICS/LABA versus LABA alone as measured by a reduced rate of exacerbations. In terms of eosinophils, this finding is consistent with findings from other studies; however, the validity of the 2.4% cut-off and the impact of smoking history require further investigation. TRIAL REGISTRATION NUMBERS: NCT01009463; NCT01017952; Post-results. |
format | Online Article Text |
id | pubmed-4893846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-48938462016-06-09 Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis Hinds, David R DiSantostefano, Rachael L Le, Hoa V Pascoe, Steven BMJ Open Respiratory Medicine OBJECTIVES: To identify clusters of patients who may benefit from treatment with an inhaled corticosteroid (ICS)/long-acting β(2) agonist (LABA) versus LABA alone, in terms of exacerbation reduction, and to validate previously identified clusters of patients with chronic obstructive pulmonary disease (COPD) (based on diuretic use and reversibility). DESIGN: Post hoc supervised cluster analysis using a modified recursive partitioning algorithm of two 1-year randomised, controlled trials of fluticasone furoate (FF)/vilanterol (VI) versus VI alone, with the primary end points of the annual rate of moderate-to-severe exacerbations. SETTING: Global. PARTICIPANTS: 3255 patients with COPD (intent-to-treat populations) with a history of exacerbations in the past year. INTERVENTIONS: FF/VI 50/25 µg, 100/25 µg or 200/25 µg, or VI 25 µg; all one time per day. OUTCOME MEASURES: Mean annual COPD exacerbation rate to identify clusters of patients who benefit from adding an ICS (FF) to VI bronchodilator therapy. RESULTS: Three clusters were identified, including two groups that benefit from FF/VI versus VI: patients with blood eosinophils >2.4% (RR=0.68, 95% CI 0.58 to 0.79), or blood eosinophils ≤2.4% and smoking history ≤46 pack-years, experienced a reduced rate of exacerbations with FF/VI versus VI (RR=0.78, 95% CI 0.63 to 0.96), whereas those with blood eosinophils ≤2.4% and smoking history >46 pack-years were identified as non-responders (RR=1.22, 95% CI 0.94 to 1.58). Clusters of patients previously identified in the fluticasone propionate/salmeterol (SAL) versus SAL trials of similar design were not validated; all clusters of patients tended to benefit from FF/VI versus VI alone irrespective of diuretic use and reversibility. CONCLUSIONS: In patients with COPD with a history of exacerbations, those with greater blood eosinophils or a lower smoking history may benefit more from ICS/LABA versus LABA alone as measured by a reduced rate of exacerbations. In terms of eosinophils, this finding is consistent with findings from other studies; however, the validity of the 2.4% cut-off and the impact of smoking history require further investigation. TRIAL REGISTRATION NUMBERS: NCT01009463; NCT01017952; Post-results. BMJ Publishing Group 2016-06-01 /pmc/articles/PMC4893846/ /pubmed/27251682 http://dx.doi.org/10.1136/bmjopen-2015-010099 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ 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 and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ |
spellingShingle | Respiratory Medicine Hinds, David R DiSantostefano, Rachael L Le, Hoa V Pascoe, Steven Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
title | Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
title_full | Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
title_fullStr | Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
title_full_unstemmed | Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
title_short | Identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
title_sort | identification of responders to inhaled corticosteroids in a chronic obstructive pulmonary disease population using cluster analysis |
topic | Respiratory Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4893846/ https://www.ncbi.nlm.nih.gov/pubmed/27251682 http://dx.doi.org/10.1136/bmjopen-2015-010099 |
work_keys_str_mv | AT hindsdavidr identificationofresponderstoinhaledcorticosteroidsinachronicobstructivepulmonarydiseasepopulationusingclusteranalysis AT disantostefanorachaell identificationofresponderstoinhaledcorticosteroidsinachronicobstructivepulmonarydiseasepopulationusingclusteranalysis AT lehoav identificationofresponderstoinhaledcorticosteroidsinachronicobstructivepulmonarydiseasepopulationusingclusteranalysis AT pascoesteven identificationofresponderstoinhaledcorticosteroidsinachronicobstructivepulmonarydiseasepopulationusingclusteranalysis |