Cargando…
Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma
BACKGROUND: Assessing future risk of exacerbations is an important component of asthma management. Existing studies have investigated short‐ but not long‐term risk. Problematic asthma patients with unfavorable long‐term disease trajectory and persistently frequent severe exacerbations need to be ide...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573975/ https://www.ncbi.nlm.nih.gov/pubmed/28295424 http://dx.doi.org/10.1111/all.13159 |
_version_ | 1783259750889160704 |
---|---|
author | Yii, A. C. A. Tan, J. H. Y. Lapperre, T. S. Chan, A. K. W. Low, S. Y. Ong, T. H. Tan, K. L. Chotirmall, S. H. Sterk, P. J. Koh, M. S. |
author_facet | Yii, A. C. A. Tan, J. H. Y. Lapperre, T. S. Chan, A. K. W. Low, S. Y. Ong, T. H. Tan, K. L. Chotirmall, S. H. Sterk, P. J. Koh, M. S. |
author_sort | Yii, A. C. A. |
collection | PubMed |
description | BACKGROUND: Assessing future risk of exacerbations is an important component of asthma management. Existing studies have investigated short‐ but not long‐term risk. Problematic asthma patients with unfavorable long‐term disease trajectory and persistently frequent severe exacerbations need to be identified early to guide treatment. AIM: To identify distinct trajectories of severe exacerbation rates among “problematic asthma” patients and develop a risk score to predict the most unfavorable trajectory. METHODS: Severe exacerbation rates over five years for 177 “problematic asthma” patients presenting to a specialist asthma clinic were tracked. Distinct trajectories of severe exacerbation rates were identified using group‐based trajectory modeling. Baseline predictors of trajectory were identified and used to develop a clinical risk score for predicting the most unfavorable trajectory. RESULTS: Three distinct trajectories were found: 58.5% had rare intermittent severe exacerbations (“infrequent”), 32.0% had frequent severe exacerbations at baseline but improved subsequently (“nonpersistently frequent”), and 9.5% exhibited persistently frequent severe exacerbations, with the highest incidence of near‐fatal asthma (“persistently frequent”). A clinical risk score composed of ≥2 severe exacerbations in the past year (+2 points), history of near‐fatal asthma (+1 point), body mass index ≥25kg/m(2) (+1 point), obstructive sleep apnea (+1 point), gastroesophageal reflux (+1 point), and depression (+1 point) was predictive of the “persistently frequent” trajectory (area under the receiver operating characteristic curve: 0.84, sensitivity 72.2%, specificity 81.1% using cutoff ≥3 points). The trajectories and clinical risk score had excellent performance in an independent validation cohort. CONCLUSIONS: Patients with problematic asthma follow distinct illness trajectories over a period of five years. We have derived and validated a clinical risk score that accurately identifies patients who will have persistently frequent severe exacerbations in the future. |
format | Online Article Text |
id | pubmed-5573975 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-55739752017-09-15 Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma Yii, A. C. A. Tan, J. H. Y. Lapperre, T. S. Chan, A. K. W. Low, S. Y. Ong, T. H. Tan, K. L. Chotirmall, S. H. Sterk, P. J. Koh, M. S. Allergy ORIGINAL ARTICLES BACKGROUND: Assessing future risk of exacerbations is an important component of asthma management. Existing studies have investigated short‐ but not long‐term risk. Problematic asthma patients with unfavorable long‐term disease trajectory and persistently frequent severe exacerbations need to be identified early to guide treatment. AIM: To identify distinct trajectories of severe exacerbation rates among “problematic asthma” patients and develop a risk score to predict the most unfavorable trajectory. METHODS: Severe exacerbation rates over five years for 177 “problematic asthma” patients presenting to a specialist asthma clinic were tracked. Distinct trajectories of severe exacerbation rates were identified using group‐based trajectory modeling. Baseline predictors of trajectory were identified and used to develop a clinical risk score for predicting the most unfavorable trajectory. RESULTS: Three distinct trajectories were found: 58.5% had rare intermittent severe exacerbations (“infrequent”), 32.0% had frequent severe exacerbations at baseline but improved subsequently (“nonpersistently frequent”), and 9.5% exhibited persistently frequent severe exacerbations, with the highest incidence of near‐fatal asthma (“persistently frequent”). A clinical risk score composed of ≥2 severe exacerbations in the past year (+2 points), history of near‐fatal asthma (+1 point), body mass index ≥25kg/m(2) (+1 point), obstructive sleep apnea (+1 point), gastroesophageal reflux (+1 point), and depression (+1 point) was predictive of the “persistently frequent” trajectory (area under the receiver operating characteristic curve: 0.84, sensitivity 72.2%, specificity 81.1% using cutoff ≥3 points). The trajectories and clinical risk score had excellent performance in an independent validation cohort. CONCLUSIONS: Patients with problematic asthma follow distinct illness trajectories over a period of five years. We have derived and validated a clinical risk score that accurately identifies patients who will have persistently frequent severe exacerbations in the future. John Wiley and Sons Inc. 2017-04-25 2017-09 /pmc/articles/PMC5573975/ /pubmed/28295424 http://dx.doi.org/10.1111/all.13159 Text en © 2017 The Authors. Allergy Published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | ORIGINAL ARTICLES Yii, A. C. A. Tan, J. H. Y. Lapperre, T. S. Chan, A. K. W. Low, S. Y. Ong, T. H. Tan, K. L. Chotirmall, S. H. Sterk, P. J. Koh, M. S. Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma |
title | Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma |
title_full | Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma |
title_fullStr | Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma |
title_full_unstemmed | Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma |
title_short | Long‐term future risk of severe exacerbations: Distinct 5‐year trajectories of problematic asthma |
title_sort | long‐term future risk of severe exacerbations: distinct 5‐year trajectories of problematic asthma |
topic | ORIGINAL ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573975/ https://www.ncbi.nlm.nih.gov/pubmed/28295424 http://dx.doi.org/10.1111/all.13159 |
work_keys_str_mv | AT yiiaca longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT tanjhy longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT lapperrets longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT chanakw longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT lowsy longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT ongth longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT tankl longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT chotirmallsh longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT sterkpj longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma AT kohms longtermfutureriskofsevereexacerbationsdistinct5yeartrajectoriesofproblematicasthma |