External validation of the A2DS2 score to predict stroke-associated pneumonia in a Chinese population: a prospective cohort study

PLoS One. 2014 Oct 9;9(10):e109665. doi: 10.1371/journal.pone.0109665. eCollection 2014.

Abstract

Background and purpose: The A2DS2 score was recently developed from the Berlin Stroke Registry for predicting in-hospital pneumonia after acute ischemic stroke and performed well in an external validation in the North-west Germany Stroke Registry. It could be a useful tool for risk stratification in clinical practice or stroke trials. We aimed to prospectively validate the predictive value of A2DS2 score in a Chinese stroke population.

Methods: The prognostic model was used to predict stroke-associated pneumonia (SAP) from Henan Province Stroke Registry (HNSR) in which data were prospectively collected. The receiver-operating characteristic curves were plotted, and the C statistics were calculated to assess the discrimination ability. The Hosmer-Lemeshow goodness-of-fit test and the plot of observed versus predicted SAP risk were used to assess model calibration.

Results: Among 1142 eligible patients, the overall in-hospital SAP was 18.8%, which ranged from 9.0% in patients with lower A2DS2 scores (0-4) to 65.0% in those with higher scores of 5 to 10 (P for trend <0.001). The C statistic was 0.836 (95% confidence interval, 0.803-0.868) through the A2DS2 score, suggesting excellent discrimination in the HNSR. The A2DS2 score also showed excellent calibration (Cox and Snell R2 = 0.243) in the external validation sample from the HNSR.

Conclusions: The A2DS2 score could reliably predict in-hospital SAP in Chinese stroke patients. It might be helpful for the assessment of increased risk monitoring and prophylactic treatment in identified high-risk patients for SAP in clinical routine.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Brain Ischemia / complications
  • Brain Ischemia / diagnosis*
  • Brain Ischemia / pathology
  • China
  • Female
  • Humans
  • Male
  • Middle Aged
  • Pneumonia / diagnosis*
  • Pneumonia / etiology
  • Pneumonia / pathology
  • Prognosis
  • Prospective Studies
  • ROC Curve
  • Risk Assessment
  • Risk Factors
  • Severity of Illness Index
  • Stroke / complications
  • Stroke / diagnosis*
  • Stroke / pathology

Grants and funding

This study was funded by the Health Department of Henan Province (201202005) and the Education Department of Henan Province (12A320046). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.