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 id...

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Main Authors: Yii, Anthony C. A., Tan, Jessica H. Y., Lapperre, Therese S., Chan, Adrian K.W., Low, Su Y., Ong, Thun H., Tan, Keng L., Chotirmall, Sanjay Haresh, Sterk, Peter J., Koh, Mariko S.
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2017
Online Access:https://hdl.handle.net/10356/80782
http://hdl.handle.net/10220/42235
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-807822020-11-01T05:28:08Z Long-term future risk of severe exacerbations: distinct 5-year trajectories of problematic asthma Yii, Anthony C. A. Tan, Jessica H. Y. Lapperre, Therese S. Chan, Adrian K.W. Low, Su Y. Ong, Thun H. Tan, Keng L. Chotirmall, Sanjay Haresh Sterk, Peter J. Koh, Mariko S. Lee Kong Chian School of Medicine (LKCMedicine) 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. 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 ("non-persistently 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/m2 (+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 cut-off ≥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. Published version 2017-04-06T07:12:01Z 2019-12-06T13:58:49Z 2017-04-06T07:12:01Z 2019-12-06T13:58:49Z 2017 Journal Article Yii, A. C. A., Tan, J. H. Y., Lapperre, T. S., Chan, A. K. W., Low, S. Y., Ong, T. H., et al. (2017). Long-term future risk of severe exacerbations: Distinct 5-year trajectories of problematic asthma. Allergy, 72(9), 1398-1405. 0105-4538 https://hdl.handle.net/10356/80782 http://hdl.handle.net/10220/42235 10.1111/all.13159 en Allergy © 2017 The Authors (published by John Wiley & Sons Ltd).This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. 8 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
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. 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 ("non-persistently 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/m2 (+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 cut-off ≥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.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Yii, Anthony C. A.
Tan, Jessica H. Y.
Lapperre, Therese S.
Chan, Adrian K.W.
Low, Su Y.
Ong, Thun H.
Tan, Keng L.
Chotirmall, Sanjay Haresh
Sterk, Peter J.
Koh, Mariko S.
format Article
author Yii, Anthony C. A.
Tan, Jessica H. Y.
Lapperre, Therese S.
Chan, Adrian K.W.
Low, Su Y.
Ong, Thun H.
Tan, Keng L.
Chotirmall, Sanjay Haresh
Sterk, Peter J.
Koh, Mariko S.
spellingShingle Yii, Anthony C. A.
Tan, Jessica H. Y.
Lapperre, Therese S.
Chan, Adrian K.W.
Low, Su Y.
Ong, Thun H.
Tan, Keng L.
Chotirmall, Sanjay Haresh
Sterk, Peter J.
Koh, Mariko S.
Long-term future risk of severe exacerbations: distinct 5-year trajectories of problematic asthma
author_sort Yii, Anthony C. A.
title 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_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_sort long-term future risk of severe exacerbations: distinct 5-year trajectories of problematic asthma
publishDate 2017
url https://hdl.handle.net/10356/80782
http://hdl.handle.net/10220/42235
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