Validation of PROFUND prognostic index over a four-year follow-up period

Eur J Intern Med. 2016 Dec:36:20-24. doi: 10.1016/j.ejim.2016.07.022. Epub 2016 Aug 1.

Abstract

Background/objectives: The PROFUND index stratifies accurately the 12-month mortality risk of polypathological patients (PPs), but its fitness over a longer follow-up period remains unknown. We aimed to explore the calibration and discrimination power of PROFUND index over 4-years, in order to assess its follow-up interval generalizability.

Design: Multicenter prospective cohort-study.

Setting: 33 Spanish hospitals.

Participants: PPs included after hospital discharge, outpatient clinics, or home hospitalization.

Measurements: Mortality over a 4-year follow-up period.

Methods: PROFUND index calibration was assessed by risk-quartiles predicted/observed mortality (Hosmer-Lemeshow goodness-of-fit test), and its discrimination power by ROC curves.

Results: A total of 768 patients were included (630 [82%] of them completed the 4-year follow-up). Global mortality rate was 63.5%. When assessing individual patient scores, mortality was 52% in the lowest risk group (0-2 points in PROFUND score); 73.5% in the low-intermediate risk group (3-6 points), 85% in the intermediate-high group (7-10 points); and 92% in the highest risk group (≥11 points). Accuracy testing of the PROFUND index showed good calibration (P=.8 in the Hosmer-Lemeshow goodness-of-fit test), and also a good discrimination power (AUC=0.71 [0.67-0.77] in ROC curve).

Conclusions: The PROFUND index maintained its accuracy in predicting mortality of polypathological patients over a 4-year follow-up period. This index may be of potential usefulness in deciding the most appropriate health-care interventions in populations with multimorbidity.

Keywords: Mortality; Multimorbidity; PROFUND; Polypathology; Prognostic index.

Publication types

  • Observational Study
  • Validation Study

MeSH terms

  • Age Factors
  • Aged
  • Aged, 80 and over
  • Caregivers
  • Cohort Studies
  • Delirium / epidemiology*
  • Dementia / epidemiology*
  • Female
  • Follow-Up Studies
  • Hospitalization / statistics & numerical data*
  • Humans
  • Male
  • Mortality
  • Multiple Chronic Conditions / mortality*
  • Neoplasms / epidemiology*
  • Prognosis
  • Prospective Studies
  • ROC Curve
  • Reproducibility of Results
  • Risk Assessment
  • Severity of Illness Index
  • Spain / epidemiology