Literature DB >> 25258144

Development and validation of a novel risk score for asthma exacerbations: The risk score for exacerbations.

Eric D Bateman1, Roland Buhl2, Paul M O'Byrne3, Marc Humbert4, Helen K Reddel5, Malcolm R Sears3, Christine Jenkins6, Tim W Harrison7, Santiago Quirce8, Stefan Peterson9, Göran Eriksson10.   

Abstract

BACKGROUND: Identifying patients at risk of future severe asthma exacerbations, those whose asthma might be less treatment responsive, or both might guide treatment selection.
OBJECTIVE: We sought to investigate predictors for failure to achieve Global Initiative for Asthma (GINA)-defined good current asthma control and severe exacerbations on treatment and to develop a simple risk score for exacerbations (RSE) for clinical use.
METHODS: A large data set from 3 studies comparing budesonide/formoterol maintenance and reliever therapy with fixed-dose inhaled corticosteroid/long-acting β2-agonist therapy was analyzed. Baseline patient characteristics were investigated to determine dominant predictors for uncontrolled asthma at 3 months and for severe asthma exacerbations within 12 months of commencing treatment. The RSE, right censored at 6 months to include all 3 studies, was based on the dominant predictors for exacerbations in two thirds of the data set and validated in one third.
RESULTS: Patients (n = 7446) whose symptoms were not controlled on GINA treatment steps 3 and 4 and with 1 or more exacerbations (as judged by a clinician based on patient records, history, or both) in the previous year were included. On multivariate analysis, GINA step, reliever use, postbronchodilator FEV1, and 5-item Asthma Control Questionnaire score were dominant (all P < .001) predictors for both the risk of uncontrolled asthma and severe exacerbations. Additional dominant predictors for uncontrolled asthma were smoking status and asthma symptom scores and an additional predictor for severe exacerbation was body mass index. An exponential increase in risk was observed with increments in RSE based on 5 selected predictors for exacerbations.
CONCLUSION: Risk of uncontrolled asthma at 3 months and a severe exacerbation within 12 months can be estimated from simple clinical assessments. Prospective validation of these predictive factors and the RSE is required. Use of these models might guide the management of asthmatic patients.
Copyright © 2014 American Academy of Allergy, Asthma & Immunology. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Asthma; Global Initiative for Asthma; asthma control; budesonide/formoterol maintenance and reliever therapy; exacerbations; predictors; risk score

Mesh:

Substances:

Year:  2014        PMID: 25258144     DOI: 10.1016/j.jaci.2014.08.015

Source DB:  PubMed          Journal:  J Allergy Clin Immunol        ISSN: 0091-6749            Impact factor:   10.793


  26 in total

1.  An ensemble learning method for asthma control level detection with leveraging medical knowledge-based classifier and supervised learning.

Authors:  Roghaye Khasha; Mohammad Mehdi Sepehri; Seyed Alireza Mahdaviani
Journal:  J Med Syst       Date:  2019-04-26       Impact factor: 4.460

2.  Prodromal clinical, demographic, and socio-ecological correlates of asthma in adults: a 10-year statewide big data multi-domain analysis.

Authors:  Jennifer N Fishe; Jiang Bian; Zhaoyi Chen; Hui Hu; Jae Min; Francois Modave; Mattia Prosperi
Journal:  J Asthma       Date:  2019-07-26       Impact factor: 2.515

3.  Predictors of asthma exacerbation among patients with poorly controlled asthma despite inhaled corticosteroid treatment.

Authors:  Wilson Quezada; Eun Soo Kwak; Joan Reibman; Linda Rogers; John Mastronarde; William G Teague; Christine Wei; Janet T Holbrook; Emily DiMango
Journal:  Ann Allergy Asthma Immunol       Date:  2015-12-19       Impact factor: 6.347

4.  Seasonal risk factors for asthma exacerbations among inner-city children.

Authors:  Stephen J Teach; Peter J Gergen; Stanley J Szefler; Herman E Mitchell; Agustin Calatroni; Jeremy Wildfire; Gordon R Bloomberg; Carolyn M Kercsmar; Andrew H Liu; Melanie M Makhija; Elizabeth Matsui; Wayne Morgan; George O'Connor; William W Busse
Journal:  J Allergy Clin Immunol       Date:  2015-03-18       Impact factor: 10.793

5.  Predictive Properties of the Asthma Control Test and Its Component Questions for Severe Asthma Exacerbations.

Authors:  Sonia Cajigal; Karen E Wells; Edward L Peterson; Brian K Ahmedani; James J Yang; Rajesh Kumar; Esteban G Burchard; L Keoki Williams
Journal:  J Allergy Clin Immunol Pract       Date:  2016-08-17

Review 6.  Predicting Severe Asthma Exacerbations in Children.

Authors:  Sandeep Puranik; Erick Forno; Andrew Bush; Juan C Celedón
Journal:  Am J Respir Crit Care Med       Date:  2017-04-01       Impact factor: 21.405

7.  Effect of nocturnal Temperature-controlled Laminar Airflow on the reduction of severe exacerbations in patients with severe allergic asthma: a meta-analysis.

Authors:  A J Chauhan; T P Brown; W Storrar; L Bjermer; G Eriksson; F Radner; S Peterson; J O Warner
Journal:  Eur Clin Respir J       Date:  2021-03-10

Review 8.  Revisiting early intervention in adult asthma.

Authors:  Tari Haahtela; Olof Selroos; Paul M O'Byrne
Journal:  ERJ Open Res       Date:  2015-09-14

Review 9.  The evidence on tiotropium bromide in asthma: from the rationale to the bedside.

Authors:  Dejan Radovanovic; Pierachille Santus; Francesco Blasi; Marco Mantero
Journal:  Multidiscip Respir Med       Date:  2017-05-04

10.  Efficacy of budesonide/formoterol maintenance and reliever therapy compared with higher-dose budesonide as step-up from low-dose inhaled corticosteroid treatment.

Authors:  Christine R Jenkins; Göran Eriksson; Eric D Bateman; Helen K Reddel; Malcolm R Sears; Magnus Lindberg; Paul M O'Byrne
Journal:  BMC Pulm Med       Date:  2017-04-20       Impact factor: 3.317

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