INSIGHTS INTO CARDIOVASCULAR RISK STRATIFICATION EVOLUTION AND CHALLENGES AHEAD
Main Article Content
Keywords
cardiovascular risk stratification, risk factors, Framingham Heart Study, risk assessment instruments, myocardial infarction, risk models, clinical practice
Abstract
Background: Throughout the history of public health and epidemiology, identifying elements that can explain or predict health disorders has been a persistent concern. In cardiovascular health, decades of work have led to the development of risk assessment instruments to identify individuals at significant risk and define appropriate therapeutic guidelines.
Objectives: This review aims to explore the fundamental components and principles of cardiovascular risk stratification, trace its evolution, and discuss current and future challenges in the field.
Methods: The review examines the concept of risk factors, first coined by Dr. Thomas R. Dawber of the Framingham Heart Study, as the basis for comprehensive cardiovascular risk management. It analyzes traditional risk factors, the development and adaptation of risk equations, and the importance of external validation and calibration for accurate risk estimation and management across different populations.
Results: Traditional risk factors account for a significant portion of myocardial infarction risk but vary between populations. The review highlights the necessity of suitable tools for accurate risk estimation and management and examines the challenges faced in the routine use of these tools in clinical practice.
Conclusion: Despite the existence of multiple risk models and guidelines, their routine use in clinical practice remains limited due to various challenges. Understanding the characteristics and limitations of risk models is crucial for enhancing their utility in cardiovascular risk prevention and management.
References
2. Alvarez, J.-A., Aburto, J. M., & Canudas-Romo, V. (2020). Latin American convergence and divergence towards the mortality profiles of developed countries. Population studies, 74(1), 75-92.
3. Berasaluce, M., Díaz-Siefer, P., Rodríguez-Díaz, P., Mena-Carrasco, M., Ibarra, J. T., Celis-Diez, J. L., & Mondaca, P. (2021). Social-environmental conflicts in Chile: is there any potential for an ecological constitution? Sustainability, 13(22), 12701.
4. Burgos-Calderón, R., Depine, S. Á., & Aroca-Martínez, G. (2021). Population kidney health. A new paradigm for chronic kidney disease management. International journal of environmental research and public health, 18(13), 6786.
5. Cacciuttolo, C., Cano, D., & Custodio, M. (2023). Socio-environmental risks linked with mine tailings chemical composition: promoting responsible and safe mine tailings management considering copper and gold mining experiences from Chile and Peru. Toxics, 11(5), 462.
6. Chandler, J., M. Cumpston, Li, T., M. J. Page, and Welch, V. 2019. Cochrane handbook for systematic reviews of interventions. Hoboken: Wiley.
7. Chaulin, A. M. (2021). Cardiac troponins: current information on the main analytical characteristics of determination methods and new diagnostic possibilities. Medwave, 21(11).
8. Gómez, E. J. 2021. Getting to the root of the problem: the international and domestic politics of junk food industry regulation in Latin America. Health policy and planning, 36(10), 1521–1533.
9. Heinken, A., Basile, A., Hertel, J., Thinnes, C., & Thiele, I. (2021). Genome-scale metabolic modeling of the human microbiome in the era of personalized medicine. Annual review of microbiology, 75, 199-222.
10. Johnston, A., V. Tseung, S. R. Dancey, Visintini, S. M., Coutinho, T., & Edwards, J. D. 2021. Use of race, ethnicity, and national origin in studies assessing cardiovascular risk in women with a history of hypertensive disorders of pregnancy. CJC open, 3(12), S102-S117.
11. Krieger, N. 2024. Epidemiology and the people's health: theory and context. Oxford University Press.
12. Labonté, R., & Ruckert, A. (2019). Health equity in a globalizing era: past challenges, prospects. Oxford University Press.
13. Lidani, K. C. F., Andrade, F. A., Bavia, L., Damasceno, F. S., Beltrame, M. H., Messias-Reason, I. J., & Sandri, T. L. (2019). Chagas disease: from discovery to a worldwide health problem. Frontiers in public health, 7, 458711.
14. Martinez, S., Sanchez, R., & Yanez-Pagans, P. (2019). Road safety: challenges and opportunities in Latin America and the Caribbean. Latin American Economic Review, 28(1), 17.
15. Nundy, S., A. Kakar, and Z. A. Bhutta. 2022. How to Practice Academic Medicine and Publish from Developing Countries?: A Practical Guide. Springer Nature.
16. Ospina, R., Ferreira, A. G., de Oliveira, H. M., Leiva, V., & Castro, C. (2023). Using machine learning techniques and non-invasive indicators for classifying and predicting cardiac disorders. Biomedicines, 11(10), 2604.
17. Sadler, C. R., Grassby, T., Hart, K., Raats, M., Sokolović, M., & Timotijevic, L. (2021). Processed food classification: Conceptualisation and challenges. Trends in Food Science & Technology, 112, 149-162.
18. Smith, J. D., Fu, E., & Kobayashi, M. A. (2020). Prevention and management of childhood obesity and its psychological and health comorbidities. Annual review of clinical psychology, 16, 351-378.
19. Torres, R. M., Correia, D., Nunes, M. d. C. P., Dutra, W. O., Talvani, A., Sousa, A. S., Mendes, F. d. S. N. S., Scanavacca, M. I., Pisani, C., & Moreira, M. d. C. V. (2022). Prognosis of chronic Chagas heart disease and other pending clinical challenges. Memórias do Instituto Oswaldo Cruz, 117, e210172.
20. Varela, T., Zamorano, P., Muñoz, P., Espinoza, M., Tellez, A., Irazoqui, E., & Suarez, F. (2023). Evaluation of a transitional care strategy implemented in adults with high-risk and multimorbidity in Chile. Value in Health Regional Issues, 38, 85-92.