Multinational validation of the PREVENT and SCORE2 cardiovascular risk equations across 6.4 million individuals

Brendon L Neuen1,2, Rupert W Major3,4,5,6, Morgan E Grams7

  • 1The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia.

Nature Medicine
|May 5, 2026
PubMed

Insights

The PREVENT and SCORE2 equations effectively estimate cardiovascular disease (CVD) risk globally. Both risk prediction tools demonstrated similar, good performance across diverse populations and regions.

Area of Science:

  • Cardiology
  • Epidemiology
  • Risk Prediction Modeling

Background:

  • The PREVENT equations (US) and SCORE2 algorithm (Europe) assess cardiovascular disease (CVD) risk to guide therapy.
  • Comprehensive global validation for these risk algorithms is lacking.
  • This study addresses the need for international validation of PREVENT and SCORE2.

Purpose of the Study:

  • To validate the PREVENT and SCORE2 risk algorithms globally.
  • To assess the discrimination and calibration of both algorithms across different geographical regions.
  • To develop scaling factors for shorter-term risk prediction using the PREVENT equations.

Main Methods:

  • Analysis of 44 observational cohorts and 18 randomized trials.
  • Inclusion of over 6.4 million individuals across North America, Europe, Asia/other, and multi-region trials.
  • Assessment of discrimination and calibration of PREVENT and SCORE2 equations for cardiovascular events.

Main Results:

  • Over 5.1 years of mean follow-up, numerous cardiovascular events were recorded for both PREVENT and SCORE2 cohorts.
  • Both algorithms demonstrated similar overall discrimination and calibration.
  • Good performance was observed across geographical regions, including multi-regional randomized trials.

Conclusions:

  • The PREVENT and SCORE2 equations show robust performance across diverse global settings.
  • Findings support the adoption of PREVENT and SCORE2 for cardiovascular risk stratification worldwide.
  • Developed scaling factors enhance PREVENT equation utility for shorter-term risk prediction.

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