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Cardiovascular Risk Factors: An Integrated Approach Incorporating Genetics, Epigenetics, and Clinimed Testing

10 March 2025

Dr Mohamed Alibashe

Written by

Dr Mohamed Alibashe, MD, PhD
Directeur médical

Cardiovascular Risk Factors: An Integrated Approach Incorporating Genetics, Epigenetics, and Clinimed Testing

Introduction

Cardiovascular disease prevention has long relied on traditional markers such as LDL, HDL, and HbA1c. However, recent longevity research has expanded our understanding by integrating genetic and epigenetic analyses, as well as innovative biomarker ratios, to refine risk prediction. At Clinimed, we offer cutting-edge tests that provide a comprehensive and personalized cardiovascular risk assessment.

1. Traditional Indicators

  • LDL and HDL
    Elevated levels of LDL (“bad cholesterol”) contribute to plaque buildup in arteries, while high levels of HDL (“good cholesterol”) help remove excess cholesterol. These markers remain fundamental in predicting cardiovascular events.
  • HbA1c
    Glycated hemoglobin (HbA1c) reflects average blood glucose levels over several months. Elevated HbA1c indicates insulin resistance or diabetes—key risk factors for cardiovascular complications.

2. The Role of Genetics in Cardiovascular Risk

Genetics plays a crucial role in determining cardiovascular risk. Specific genetic variations, including polymorphisms affecting lipid metabolism and inflammatory responses, significantly influence overall risk. For instance, studies such as that by Perls et al. (2002) have demonstrated that hereditary factors are strongly involved in the development of cardiovascular disorders. Integrating genetic data into risk assessment allows for early identification of individuals at higher risk and facilitates tailored preventive strategies.

3. Epigenetics: A New Frontier in Risk Assessment

Complementing genetic information, epigenetic modifications—such as DNA methylation—offer a dynamic view of how environmental factors and lifestyle choices influence cardiovascular risk. Research by Baccarelli and Byun (2015) indicates that certain epigenetic signatures are associated with increased cardiovascular risk, independent of traditional markers. These insights help refine risk prediction further, providing a more comprehensive evaluation.

4. Emerging Ratios and Biomarkers

Recent longevity studies have identified additional indicators that enhance cardiovascular risk prediction:

  • Triglycerides/HDL Ratio
    This ratio is a sensitive marker of dyslipidemia and insulin resistance and often outperforms isolated measures of triglycerides or HDL in predicting metabolic risk (Westerman et al., 2018).
  • Lipoproteins and Apolipoproteins
    Detailed analysis of lipoprotein subfractions and apolipoproteins (e.g., apolipoprotein B and A1) further characterizes lipid profiles, helping to identify individuals at increased risk of atherosclerosis.
  • Omega 3/6 Index
    A balanced ratio of omega-3 to omega-6 fatty acids is essential for modulating systemic inflammation—a critical factor in cardiovascular health.
  • Waist-to-Height Ratio
    Beyond BMI, this anthropometric measure evaluates abdominal fat distribution. A high waist-to-height ratio is strongly linked to visceral fat accumulation and increased cardiovascular risk, as shown by studies like Yan et al. (2021).

5. Clinimed Testing: A Comprehensive Evaluation

At Clinimed, our advanced testing panels integrate all these markers to deliver a complete cardiovascular risk profile. Our comprehensive assessment includes:

  • Analysis of traditional lipids (LDL, HDL, triglycerides)
  • HbA1c measurement for glycemic control
  • Calculation of the triglycerides/HDL ratio
  • Detailed profiling of lipoproteins and apolipoproteins
  • Evaluation of the Omega 3/6 index
  • Anthropometric measurements, including waist-to-height ratio
  • Epigenetic tests to identify DNA methylation signatures linked to cardiovascular risk
  • Genetic analyses to detect hereditary variations that influence metabolism and inflammation

These tests, performed with state-of-the-art technology, enable us to establish a precise risk profile and implement personalized interventions—ranging from nutritional counseling and customized exercise programs to targeted pharmacological strategies.

Conclusion

The evaluation of cardiovascular risk is evolving toward a more integrated and personalized approach. While traditional markers like LDL, HDL, and HbA1c remain essential, incorporating genetic and epigenetic analyses along with innovative biomarker ratios (such as triglycerides/HDL, Omega 3/6 index, and waist-to-height ratio) provides a deeper, more nuanced understanding of risk. With Clinimed’s advanced testing services, patients receive a holistic and tailored assessment that lays the groundwork for effective, individualized prevention strategies. This multidimensional approach is supported by studies including Perls et al. (2002) and Baccarelli and Byun (2015) , paving the way for preventive medicine that not only extends life but also improves its quality.


References:

  • Perls, T., Wilmoth, J., Levenson, R., et al. (2002). Life-long sustained mortality advantage of siblings of centenarians. Proc Natl Acad Sci U S A, 99(12), 8442–8447.
  • Baccarelli, A., & Byun, H.-M. (2015). Epigenetics and Cardiovascular Disease: Emerging Mechanisms and Clinical Applications.  
  • Yang, J., Lu, J., Miao, J., Li, J., Zhu, M., Dai, J., Ma, H., Jin, G., & Hang, D. (2023). Development and validation of a blood biomarker score for predicting mortality risk in the general population. Journal of Translational Medicine, 21(1), 471. 
  • Westerman, K., Reaver, A., Roy, C., et al. (2018). Longitudinal analysis of biomarker data from a personalized nutrition platform in healthy subjects. Scientific Reports, 8(1), 14685. 
  • Yan, B., Yang, J., Zhao, B., Wu, Y., Bai, L., & Ma, X. (2021). Causal Effect of Visceral Adipose Tissue Accumulation on the Human Longevity: A Mendelian Randomization Study. Frontiers in Endocrinology, 12, 722187. 
  • Mandsager, K., Harb, S., Cremer, P., et al. (2018). Association of Cardiorespiratory Fitness With Long-term Mortality Among Adults Undergoing Exercise Treadmill Testing. JAMA Network Open, 1(6), e183605. 
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