Padua prediction score and IMPROVE score do predict in-hospital mortality in Internal Medicine patients

Intern Emerg Med. 2020 Sep;15(6):997-1003. doi: 10.1007/s11739-019-02264-4. Epub 2020 Jan 2.

Abstract

Padua prediction score (PPS) and IMPROVE bleeding score are validated tools for venous thromboembolism (VTE) risk assessment recommended by guidelines, albeit not frequently used. Some data suggest that a positive PPS and IMPROVE score may be were associated with early mortality in Internal Medicine patients. Aim of the study was to characterize the predictive ability on mortality of the two scores using two different populations, respectively, as derivation and validation cohort. The derivation cohort consisted of 1956 Internal Medicine patients admitted to La Spezia Hospital in 2013. 399 Internal Medicine patients admitted to Carate Brianza Hospital in 2016 constituted the validation cohort. PPS and IMPROVE scores were applied to each patient using their validated cutoffs. Frequency of positive PPS and mortality were significantly higher in La Spezia patients. In the derivation cohort, the positivity of at least one of the two scores was associated with a significantly higher mortality compared to both negative scores. Similar results were observed in the validation cohort. In the derivation cohort, the sensitivity of a positive PPS score in predicting mortality was 0.97 (0.94, 0.98) but the specificity was 0.21 (0.19, 0.23), the negative likelihood ratio being 0.15. Sensitivity and specificity of a positive IMPROVE gave specular findings but the positive likelihood ratio was 2.19. The accuracy data in the validation cohort were in the same direction. Both PPS and IMPROVE are associated with in-hospital mortality but their additional predictive accuracy is modest. It is unlikely that both scores could be useful in clinical practice to predict death in hospitalized Internal Medicine patients.

Keywords: IMPROVE score; Mortality; Padua prediction score; Prognosis; Risk assessment models; Venous thromboembolism.

MeSH terms

  • Adult
  • Aged
  • Cohort Studies
  • Female
  • Hospital Mortality / trends*
  • Humans
  • Internal Medicine / instrumentation*
  • Internal Medicine / statistics & numerical data
  • Male
  • Middle Aged
  • Reproducibility of Results
  • Retrospective Studies
  • Risk Assessment
  • Severity of Illness Index*
  • Validation Studies as Topic