[Progress in cardiovascular prevention: from risk charts to polygenic risk score and precision prevention]

Alessandro Boccanelli1, Giordano Bottà2, Diego Vanuzzo3

  • 1Presidente Società Italiana di Cardiologia Geriatrica.

Giornale Italiano Di Cardiologia (2006)
|July 26, 2021
PubMed

Insights

Cardiovascular disease (CVD) prevention has evolved from identifying risk factors to utilizing polygenic risk scores (PRS) and advanced tools. These innovations enhance individual risk assessment and precision prevention strategies for better outcomes.

Area of Science:

  • Cardiology
  • Epidemiology
  • Genetics

Background:

  • Epidemiological studies have identified key cardiovascular disease (CVD) risk factors.
  • Pivotal studies like Framingham and Seven Countries advanced risk evaluation.
  • Risk charts and lifestyle factor analysis have guided prevention efforts.

Purpose of the Study:

  • To review the evolution of cardiovascular disease risk assessment and prevention strategies.
  • To highlight advancements in risk prediction, including genetic and biomarker approaches.
  • To discuss future directions in precision and community-based CVD prevention.

Main Methods:

  • Review of major epidemiological studies and risk assessment tools (e.g., Framingham, SCORE, PROCAM, CUORE).
  • Analysis of longitudinal studies on lifestyle and risk factors in Italian communities.
  • Integration of genetic data for polygenic risk scores (PRS) and machine learning with biomarkers and imaging.

Main Results:

  • Mortality reduction (1980-2000) linked to primary prevention (55%) and secondary prevention/treatment (40%).
  • Polygenic risk scores (PRS) show strong predictive power for future CVD.
  • Inflammation biomarkers, imaging, and machine learning improve cardiovascular risk definition.

Conclusions:

  • Cardiovascular risk assessment has progressed significantly from basic risk factors to sophisticated genetic and integrated approaches.
  • Polygenic risk scores (PRS) offer a valuable adjunct for personalized risk stratification.
  • Future CVD prevention will likely focus on precision medicine, "metabotypes," and community-based strategies.

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