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Cardiovascular Risk Assessment: A Review of Current Models and Emerging Determinants, including Biomarkers, Genetics,
Omar Baqal1, Areez Shafqat2, Eiad Habib1
1Department of Cardiovascular Medicine, Mayo Clinic, Pheonix, AZ 85054, United States.
Emerging risk factors improve cardiovascular disease (CVD) prediction beyond traditional methods. However, robust outcome data is needed to guide the clinical use of novel risk stratification tools for primary CVD prevention.
Area of Science:
- Cardiology
- Preventive Medicine
- Genetics
Background:
- Cardiovascular disease (CVD) is a leading global cause of mortality.
- Primary prevention strategies are crucial for public health gains in CVD.
- Traditional risk stratification tools like PCEs and SCORE2 have limitations in capturing individual variability and non-traditional risk factors.
Purpose of the Study:
- To critically discuss emerging risk determinants for primary CVD prevention.
- To evaluate the utility and limitations of novel risk stratification tools.
- To provide guidance on integrating new data into clinical decision-making for CVD prevention.
Main Methods:
- Literature review and critical discussion of emerging risk factors and stratification tools.
- Analysis of limitations and potential clinical applications of novel biomarkers, genetic scores, and imaging techniques.
- Evaluation of evidence for inflammation markers and multiomics approaches in CVD risk assessment.
Main Results:
- Coronary artery calcium scoring, apolipoprotein B, lipoprotein(a), polygenic risk scores, and multiomics offer potential for risk reclassification but face challenges in validation, cost, access, and clinical utility.
- Inflammation targeting (e.g., colchicine) and clonal hematopoiesis of indeterminate potential have unclear roles in primary CVD prevention.
- Artificial intelligence shows promise for prediction but requires broader validation.
Conclusions:
- New risk stratification tools show promise but require robust, outcome-based evidence before widespread clinical adoption.
- Risk enhancers should guide, not dictate, therapy in selected patients, pending further evidence.
- The proliferation of tools necessitates careful consideration of when additional data meaningfully alter clinical decisions.
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