Predicting Pneumonia in Acute Ischaemic Stroke: Comparison of Five Prediction Scoring Models

Ann Acad Med Singap. 2017 Jun;46(6):237-244.

Abstract

Introduction: Although pneumonia is a major complication after acute ischaemic stroke (AIS), pneumonia prediction scores have not been extensively validated. This study aimed to compare the discrimination performance of 5 pneumonia prediction scores in AIS patients.

Materials and methods: We retrospectively reviewed all consecutive adult AIS patients whom presented to our emergency department within 4.5 hours of symptom-onset between January 2012 and February 2015. Diagnosis had to be made by a neurologist and infarcts confirmed by neuroimaging. We excluded patients with pneumonia on presentation. Pneumonia predictors were based on the 5 prediction scoring models: Kwon's score, Chumbler's score, Acute Ischaemic Stroke-Associated Pneumonia Score (AIS-APS), A2DS2 score and ISAN score. The definition of stroke-associated pneumonia was based on the criteria by the Pneumonia in Stroke Consensus Group. Analysis using area under receiver operating characteristics curve (AUROC) was performed.

Results: Forty (5.5%) out of 731 patients analysed had stroke-associated pneumonia (SAP). A2DS2 score had the highest discrimination capacity (AUROC 0.88; 95% CI, 0.84 to 0.92), followed by AIS-APS (AUROC 0.87; 95% CI, 0.83 to 0.91), Kwon's score (AUROC 0.86; 95% CI, 0.82 to 0.92), Prestroke Independence, Sex, Age and National Institutes of Health Stroke Scale (ISAN) score (AUROC 0.85; 95% CI, 0.80 to 0.90) and Chumbler's score (AUROC 0.79; 95% CI, 0.74 to 0.84). However, there was no statistical difference of discrimination capacity among A2DS2 score, AIS-APS and Kwon's score.

Conclusion: A2DS2 , AIS-APS and Kwon's scores performed comparably in discriminating SAP in AIS patients.

Publication types

  • Comparative Study

MeSH terms

  • Adult
  • Aged
  • Female
  • Humans
  • Male
  • Middle Aged
  • Models, Statistical
  • Neuroimaging / statistics & numerical data
  • Neurologic Examination / statistics & numerical data
  • Pneumonia* / diagnosis
  • Pneumonia* / epidemiology
  • Pneumonia* / etiology
  • Predictive Value of Tests
  • Prognosis
  • Reproducibility of Results
  • Research Design
  • Retrospective Studies
  • Risk Assessment / methods
  • Risk Factors
  • Singapore / epidemiology
  • Stroke* / complications
  • Stroke* / diagnosis
  • Stroke* / epidemiology