Glucose as an additional parameter to National Early Warning Score (NEWS) in prehospital setting enhances identification of patients at risk of death: an observational cohort study

Emerg Med J. 2020 May;37(5):286-292. doi: 10.1136/emermed-2018-208309. Epub 2020 Feb 19.

Abstract

Background: To determine if prehospital blood glucose could be added to National Early Warning Score (NEWS) for improved identification of risk of short-term mortality.

Methods: Retrospective observational study (2008-2015) of adult patients seen by emergency medical services in Helsinki metropolitan area for whom all variables for calculation of NEWS and a blood glucose value were available. Survival of 24 hours and 30 days were determined. The NEWS parameters and glucose were tested by multivariate logistic regression model. Based on ORs we formed NEWSgluc model with hypoglycaemia (≤3.0 mmol/L) 3, normoglycaemia 0 and hyperglycaemia (≥11.1 mmol/L) 1 points. The scores from NEWS and NEWSgluc were compared using discrimination (area under the curve), calibration (Hosmer-Lemeshow test), likelihood ratio tests and reclassification (continuous net reclassification index (cNRI)).

Results: Data of 27 141 patients were included in the study. Multivariable regression model for NEWSgluc parameters revealed a strong association with glucose disturbances and 24-hour and 30-day mortality. Likelihood ratios (LRs) for mortality at 24 hours using a cut-off point of 15 were for NEWSgluc: LR+ 17.78 and LR- 0.96 and for NEWS: LR+ 13.50 and LR- 0.92. Results were similar at 30 days. Risks per score point estimation and calibration model showed glucose added benefit to NEWS at 24 hours and at 30 days. Although areas under the curve were similar, reclassification test (cNRI) showed overall improvement of classification of survivors and non-survivors at 24 days and 30 days with NEWSgluc.

Conclusions: Including glucose in NEWS in the prehospital setting seems to improve identification of patients at risk of death.

Keywords: acute care; clinical assessment, effectiveness; emergency ambulance systems, effectiveness; metabolic/diabetes/endocrine; prehospital care, clinical management.

Publication types

  • Observational Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Blood Glucose / analysis*
  • Early Warning Score*
  • Emergency Medical Services*
  • Female
  • Finland
  • Humans
  • Male
  • Middle Aged
  • Predictive Value of Tests
  • Retrospective Studies

Substances

  • Blood Glucose