External Validation of the ISAN, A2DS2, and AIS-APS Scores for Predicting Stroke-Associated Pneumonia

J Stroke Cerebrovasc Dis. 2018 Mar;27(3):673-676. doi: 10.1016/j.jstrokecerebrovasdis.2017.09.059. Epub 2017 Nov 2.

Abstract

Background: The Prestroke Independence, Sex, Age, National Institutes of Health Stroke Scale (ISAN), Age, Atrial Fibrillation, Dysphagia, male sex, and National Institutes of Health Stroke Scale (A2DS2), and acute ischemic stroke-associated pneumonia score (AIS-APS) scores were created to predict stroke-associated pneumonia (SAP), one of the most important medical stroke complications. External validation of all such scores in an acute stroke population was the aim of our study.

Methods: Patients with ischemic or hemorrhagic stroke were prospectively enrolled in the multicenter Stroke-Induced Pneumonia in Andalucía project between October 2014 and May 2016. Receiver operating characteristic curves and linear regression analyses were used to determine discrimination ability of the scores. The Hosmer-Lemeshow goodness-of-fit test and the plot of observed versus predicted SAP risk were used to assess model calibration.

Results: Among 201 included patients, SAP rate was 15.5% (31). Higher ISAN, A2DS2, and AIS-APS scores were related to SAP (all P < .001). The C statistic was .83 (95% confidence interval [CI], .76-.91) for the ISAN score, .80 (95% CI, .70-.89) for the A2DS2 score, and .82 (95% CI, .74-.90) for the AIS-APS score, suggesting good discrimination. The ISAN and AIS-APS scores showed good calibration (Cox and Snell R2 = .206 and .174, respectively). The A2DS2 score showed the highest sensitivity (87%), and the AIS-APS score showed the highest specificity (92.8%).

Conclusions: In our cohort, the external validation of ISAN, A2DS2, and AIS-APS scores have demonstrated their accurate prediction of SAP and the ability of these scores as screening tools to better manage SAP. The AIS-APS score would be recommendable for the development of future clinical trials.

Keywords: A2DS2; AIS-APS; ISAN; Stroke; infection; score; stroke-associated pneumonia.

Publication types

  • Comparative Study
  • Multicenter Study
  • Observational Study
  • Validation Study

MeSH terms

  • Aged
  • Aged, 80 and over
  • Area Under Curve
  • Decision Support Techniques*
  • Disability Evaluation
  • Female
  • Humans
  • Linear Models
  • Logistic Models
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Pneumonia / diagnosis
  • Pneumonia / etiology*
  • Predictive Value of Tests
  • Prognosis
  • Prospective Studies
  • ROC Curve
  • Registries
  • Reproducibility of Results
  • Risk Assessment
  • Risk Factors
  • Spain
  • Stroke / complications*
  • Stroke / diagnosis*