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Environment and CVD: moving from Risk Prediction to Risk Management
Tasveer Khawaja1, El Hussain Shamsa1, Sanjay Rajagopalan2
1University Hospitals, Harrington Heart and Vascular Institute, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
Environmental exposures like air pollution and noise significantly impact cardiovascular health. Addressing these environmental risk factors through policy and AI can mitigate substantial cardiovascular risk.
Area of Science:
- Environmental science
- Cardiovascular medicine
- Public health
Background:
- Environmental factors significantly contribute to cardiovascular disease (CVD) burden.
- Growing evidence links various environmental exposures to adverse cardiovascular outcomes.
Purpose of the Study:
- To establish a framework for assessing cardiovascular risk associated with environmental pollutants.
- To raise awareness of risks from environmental factors and outline intervention strategies.
Main Methods:
- Review of existing scientific literature on environmental exposures and cardiovascular health.
- Consideration of the exposome paradigm to encompass total environmental impact.
- Exploration of artificial intelligence (AI) for integrated risk analysis.
Main Results:
- Established links between environmental exposures (air pollution, noise, light, built environment, temperature) and cardiovascular outcomes.
- Environmental exposures represent a significant portion of modifiable residual cardiovascular risk.
- Risk can be reduced through policy interventions and individual actions.
Conclusions:
- Environmental factors are critical, modifiable determinants of cardiovascular health.
- Policy-level interventions and AI-driven approaches are key to mitigating environmental cardiovascular risk.
- Integrated risk assessment and targeted interventions can improve cardiovascular outcomes.
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