Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD

C Echevarria, J Steer, K Heslop-Marshall, S C Stenton, P M Hickey, R Hughes, M Wijesinghe, R N Harrison, N Steen, A J Simpson, G J Gibson, S C Bourke, C Echevarria, J Steer, K Heslop-Marshall, S C Stenton, P M Hickey, R Hughes, M Wijesinghe, R N Harrison, N Steen, A J Simpson, G J Gibson, S C Bourke

Abstract

Background: Hospitalisation due to acute exacerbations of COPD (AECOPD) is common, and subsequent mortality high. The DECAF score was derived for accurate prediction of mortality and risk stratification to inform patient care. We aimed to validate the DECAF score, internally and externally, and to compare its performance to other predictive tools.

Methods: The study took place in the two hospitals within the derivation study (internal validation) and in four additional hospitals (external validation) between January 2012 and May 2014. Consecutive admissions were identified by screening admissions and searching coding records. Admission clinical data, including DECAF indices, and mortality were recorded. The prognostic value of DECAF and other scores were assessed by the area under the receiver operator characteristic (AUROC) curve.

Results: In the internal and external validation cohorts, 880 and 845 patients were recruited. Mean age was 73.1 (SD 10.3) years, 54.3% were female, and mean (SD) FEV1 45.5 (18.3) per cent predicted. Overall mortality was 7.7%. The DECAF AUROC curve for inhospital mortality was 0.83 (95% CI 0.78 to 0.87) in the internal cohort and 0.82 (95% CI 0.77 to 0.87) in the external cohort, and was superior to other prognostic scores for inhospital or 30-day mortality.

Conclusions: DECAF is a robust predictor of mortality, using indices routinely available on admission. Its generalisability is supported by consistent strong performance; it can identify low-risk patients (DECAF 0-1) potentially suitable for Hospital at Home or early supported discharge services, and high-risk patients (DECAF 3-6) for escalation planning or appropriate early palliation.

Trial registration number: UKCRN ID 14214.

Keywords: COPD Exacerbations.

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/

Figures

Figure 1
Figure 1
Receiver operator characteristic curves of prognostic scores for inhospital (A) and 30-day mortality (B).
Figure 2
Figure 2
Receiver operator characteristic curves of prognostic scores for 30-day mortality in patients with pneumonic exacerbations (n=489).
Figure 3
Figure 3
Inhospital mortality (percentage and absolute number) in the DECAF derivation and validation study, and ‘DECAF light’ (see discussion) from the 2014 UK National COPD Audit.

References

    1. Healthcare Commission. Clearing the air. A national study of chronic obstructive pulmonary disease. Commission for Healthcare Audit and Inspection, 2006.
    1. Seemungal TA, Donaldson GC, Paul EA, et al. . Effect of exacerbation on quality of life in patients with chronic obstructive pulmonary disease. Am J Respir Crit Care Med 1998;157:1418–22. 10.1164/ajrccm.157.5.9709032
    1. Doll H, Miravitlles M. Health-related QOL in acute exacerbations of chronic bronchitis and chronic obstructive pulmonary disease: a review of the literature. Pharmacoeconomics 2005;23:345–63. 10.2165/00019053-200523040-00005
    1. Bourbeau J, Ford G, Zackon H, et al. . Impact on patients’ health status following early identification of a COPD exacerbation. Eur Respir J 2007;30:907–13. 10.1183/09031936.00166606
    1. Soler-Cataluña JJ, Martínez-Garcia MA, Román Sánchez P, et al. . Severe acute exacerbations and mortality in patients with chronic obstructive pulmonary disease. Thorax 2005;60:925–31. 10.1136/thx.2005.040527
    1. Donaldson GC, Seemungal TA, Bhowmik A, et al. . Relationship between exacerbation frequency and lung function decline in chronic obstructive pulmonary disease. Thorax 2002;57:847–52. 10.1136/thorax.57.10.847
    1. Stone RA, Holzhauer-Barrie J, Lowe D, et al. . COPD: Who cares matters. National Chronic Obstructive Pulmonary Disease (COPD) Audit Programme: Clinical audit of COPD exacerbations admitted to acute units in England and Wales 2014, 2015.
    1. Johannesdottir SA, Christiansen CF, Johansen MB, et al. . Hospitalization with acute exacerbation of chronic obstructive pulmonary disease and associated health resource utilization: a population-based Danish cohort study. J Med Econ 2013;16:897–906. 10.3111/13696998.2013.800525
    1. de Miguel-Díez J, Jiménez-Garcia R, Hernández-Barrera V, et al. . Trends in hospital admissions for acute exacerbation of COPD in Spain from 2006 to 2010. Respir Med 2013;107:717–23. 10.1016/j.rmed.2013.01.007
    1. Royal College of Physicians, British Thoracic Society, British Lung Foundation. Report of the National Chronic Obstructive Pulmonary Disease Audit 2008: Clinical audit of COPD exacerbations admitted to acute NHS trusts across the UK. London: Royal College of Physicians, 2008.
    1. Wildman MJ, Sanderson C, Groves J, et al. . Predicting mortality for patients with exacerbations of COPD and asthma in the COPD and Asthma Outcome Study (CAOS). QJM 2009;102:389–99. 10.1093/qjmed/hcp036
    1. Steer J, Gibson J, Bourke SC. The DECAF Score: predicting hospital mortality in exacerbations of chronic obstructive pulmonary disease. Thorax 2012;67:970–6. 10.1136/thoraxjnl-2012-202103
    1. Steer J, Norman EM, Afolabi OA, et al. . Dyspnoea severity and pneumonia as predictors of in-hospital mortality and early readmission in acute exacerbations of COPD. Thorax 2012;67:117–21. 10.1136/thoraxjnl-2011-200332
    1. Knaus WA, Draper EA, Wagner DP, et al. . APACHE II: a severity of disease classification system. Crit Care Med 1985;13:818–29. 10.1097/00003246-198510000-00009
    1. Shorr AF, Sun X, Johannes RS, et al. . Validation of a novel risk score for severity of illness in acute exacerbations of COPD. Chest J 2011;140:1177–83. 10.1378/chest.10-3035
    1. Wildman MJ, Harrison DA, Welch CA, et al. . A new measure of acute physiological derangement for patients with exacerbations of obstructive airways disease: the COPD and Asthma Physiology Score. Respir Med 2007;101:1994–2002. 10.1016/j.rmed.2007.04.002
    1. Lim WS, van der Eerden MM, Laing R, et al. . Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study. Thorax 2003;58:377–82. 10.1136/thorax.58.5.377
    1. Moons KG, de Groot JA, Bouwmeester W, et al. . Critical appraisal and data extraction for systematic reviews of prediction modelling studies: The CHARMS Checklist. PLoS Med 2014;11:e1001744 10.1371/journal.pmed.1001744
    1. O'Driscoll BR, Howard LS, Davison AG, et al. . BTS guideline for emergency oxygen use in adult patients. Thorax 2008;63(Suppl 6):vi1–68.
    1. Carley S, Dosman S, Jones SR, et al. . Simple nomograms to calculate sample size in diagnostic studies. Emerg Med J 2005;22:180–1. 10.1136/emj.2003.011148
    1. Rubin DB. Multiple imputation after 18+ years. J Am Stat Assoc 1996;91: 473–89. 10.1080/01621459.1996.10476908
    1. DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988;44:837–45. 10.2307/2531595
    1. Hosmer DW Jr, Lemeshow S. Goodness-of-fit tests for the multiple logistic regression model. Commun Stat 1980;A9:1043–69. 10.1080/03610928008827941
    1. Fletcher C. Standardised questionnaire on respiratory symptoms: a statement prepared and approved by the MRC Committee on the Aetiology of Chronic Bronchitis (MRC breathlessness score). BMJ 1960;2:1665.
    1. Stiell IG, Clement CM, Aaron SD, et al. . Clinical characteristics associated with adverse events in patients with exacerbation of chronic obstructive pulmonary disease: a prospective cohort study. CMAJ 2014;186:E193–204. 10.1503/cmaj.130968
    1. Quintana JM, Esteban C, Unzurrunzaga A, et al. . Predictive score for mortality in patients with COPD exacerbations attending hospital emergency departments. BMC Med 2014;12:66 10.1186/1741-7015-12-66
    1. Pozo-Rodríguez F, López-Campos JL, Alvarez-Martínez CJ, et al. . Clinical audit of COPD patients requiring hospital admissions in Spain: AUDIPOC study. PLoS ONE 2012;7:e42156 10.1371/journal.pone.0042156
    1. National Clinical Guideline Centre. Chronic obstructive pulmonary disease: management of chronic obstructive pulmonary disease in adults in primary and secondary care. London: National Clinical Guideline Centre, 2010.
    1. Peto R, Speizer FE, Cochrane AL, et al. . The relevance in adults of air-flow obstruction, but not of mucus hypersecretion, to mortality from chronic lung disease. Results from 20 years of prospective observation. Am Rev Respir Dis 1983;128:491–500. 10.1164/arrd.1983.128.3.491
    1. Roche N, Zureik M, Soussan D, et al. . Predictors of outcomes in COPD exacerbation cases presenting to the emergency department. Eur Respir J 2008;32:953–61. 10.1183/09031936.00129507

Source: PubMed

Подписаться