Risk Factors of Poor Outcomes after Admission for a COPD Exacerbation: Multivariate Logistic Predictive Models

COPD. 2017 Apr;14(2):164-169. doi: 10.1080/15412555.2016.1260538. Epub 2016 Dec 16.

Abstract

The aim of this study was to identify a multivariate model to predict poor outcomes after admission for exacerbation of chronic obstructive pulmonary disease (COPD). We performed a multicenter, observational, prospective study. Patients admitted to hospital for COPD were followed up for 3 months. Relevant clinical variables at admission were selected. For each variable, the best cut-offs for the risk of poor outcome were identified using receiver operating characteristic (ROC) curves. Finally, a stepwise logistic regression model was performed. A total of 106 patients with a mean age of 71.1 (9.8) years were included. The mean maximum expiratory volume in the first second (FEV1)(%) was 45.2%, and the mean COPD assessment test (CAT) score at admission was 24.8 (7.1). At 3 months, 39 (36.8%) patients demonstrated poor outcomes: death (2.8%), readmission (20.8%) or new exacerbation (13.2%). Variables included in the logistic model were: previous hospital admission, FEV1 < 45%, Charlson ≥ 3, hemoglobin (Hb)<13 g/L, PCO2 ≥ 46 mmHg, fibrinogen ≥ 554 g/L, C-reactive protein (CRP)≥45 mg/L, leukocyte count < 9810 × 109/L, purulent sputum, long-term oxygen therapy (LTOT) and CAT ≥ 31 at admission. The final model showed that Hb < 13 g/L (OR = 2.46, 95%CI 1.09-6.36), CRP ≥ 45 mg/L (OR = 2.91, 95%CI: 1.11-7.49) and LTOT (3.07, 95%CI: 1.07-8.82) increased the probability of poor outcome up to 82.4%. Adding a CAT ≥ 31 at admission increased the probability to 91.6% (AUC = 0.75; p = 0.001). Up to 36.8% of COPD patients had a poor outcome within 3 months after hospital discharge, with low hemoglobin and high CRP levels being the risk factors for poor outcome. A high CAT at admission increased the predictive value of the model.

Keywords: CAT; COPD; exacerbations.

Publication types

  • Multicenter Study
  • Observational Study

MeSH terms

  • Aged
  • Aged, 80 and over
  • C-Reactive Protein / metabolism
  • Disease Progression
  • Follow-Up Studies
  • Forced Expiratory Volume
  • Hemoglobins / metabolism
  • Humans
  • Logistic Models
  • Middle Aged
  • Multivariate Analysis
  • Oxygen Inhalation Therapy
  • Patient Admission / statistics & numerical data
  • Patient Outcome Assessment*
  • Prospective Studies
  • Pulmonary Disease, Chronic Obstructive / complications
  • Pulmonary Disease, Chronic Obstructive / physiopathology*
  • Pulmonary Disease, Chronic Obstructive / therapy*
  • ROC Curve
  • Risk Factors
  • Symptom Assessment
  • Symptom Flare Up
  • Time Factors

Substances

  • Hemoglobins
  • C-Reactive Protein