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Risk stratification for short-term mortality at hospital admission for acute exacerbations of COPD.
Sprooten, Roy T M; Rohde, Gernot G U; Lawyer, Glenn; Leijte, Wouter T; Wouters, Emiel F M; Franssen, Frits M E.
Afiliação
  • Sprooten RTM; Department of Respiratory Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Rohde GGU; Pneumologie/Allergologie, Medizinische Klinik 1, Klinikum der Johann Wolfgang Goethe-Universität, Frankfurt, Germany.
  • Lawyer G; Machine Learning Solutions, Luxembourg, Luxembourg.
  • Leijte WT; Department of Respiratory Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Wouters EFM; Department of Respiratory Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Franssen FME; Ciro+, Centre of Expertise for Chronic Organ Failure, Horn, The Netherlands.
Respirology ; 24(8): 765-776, 2019 08.
Article em En | MEDLINE | ID: mdl-30897284
ABSTRACT
BACKGROUND AND

OBJECTIVE:

Exacerbations of chronic obstructive pulmonary disease (ECOPD) are associated with increased in-hospital and short-term mortality. Developing an easy-to-use model to predict adverse outcomes will be useful in daily clinical practice and will facilitate management decisions. We aimed to assess mortality rates and potential predictors for short-term mortality after severe ECOPD. Classification and Regression Tree (CART) model was used to identify predictors of adverse outcome.

METHODS:

A retrospective observational cohort study, including all patients admitted to Maastricht University Medical Center with ECOPD between June 2011 and December 2014 was performed. The last admission was taken into account, and its demographic, clinical and biochemical data were recorded.

RESULTS:

A total of 364 hospitalized patients were enrolled. Mean (SD) age was 70.5 (10.2) years, 54.4% were male and mean FEV1 45.2% (17.7) of predicted. The in-hospital and 90-day mortality were, respectively, 8.5 and 16.2%. Independent risk factors for 90-day mortality were PaC02 (odds ratio (OR) 1.31; 95% confidence interval (CI) 1.00-0.35), age (OR 1.09; CI 0.06-0.11), body mass index (BMI) < 18.5 kg/m2 (OR 2.72; 95% CI 0.53-1.47) and previous admission for ECOPD in last 2 years (OR 1.29; 95% CI -0.14, -0.65). The CART model selected PaCO2 ≥ 9.1 kPa, age > 80 years, BMI < 18.5 kg/m2 and previous admission for ECOPD as the most discriminatory factors.

CONCLUSION:

According CART analysis, high PaCO2 and age, low BMI and previous admission for ECOPD in last 2 years were the strongest predictors of 90-day mortality in patients with severe ECOPD. In absence of any of these factors, no patients died, suggesting that this model indeed enables risk stratification.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Medição de Risco / Doença Pulmonar Obstrutiva Crônica / Hospitalização Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male País/Região como assunto: Europa Idioma: En Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Medição de Risco / Doença Pulmonar Obstrutiva Crônica / Hospitalização Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male País/Região como assunto: Europa Idioma: En Ano de publicação: 2019 Tipo de documento: Article