Improving genetic risk prediction for complex diseases like cardiovascular issues
Methods for Enhancing Polygenic Risk Prediction Models for Complex Disease
This study is working on improving how we predict the risk of heart diseases by combining genetic information with other important factors, so that patients can get better screening and prevention options tailored to their needs.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Pennsylvania NIH-funded |
| Lab location | 1 site (Philadelphia, United States) |
| Project ID | NIH-11085221 on NIH RePORTER |
What this research studies
This research focuses on enhancing polygenic risk scores (PRS) to better predict the risk of complex diseases, particularly cardiovascular diseases. By integrating genetic data with clinical, environmental, and social factors, the study aims to create more accurate risk prediction models. This approach addresses the limitations of current PRS models, which often overlook rare genetic variants and other important risk factors. Patients may benefit from improved screening and prevention strategies based on these enhanced models.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals with a family history of cardiovascular diseases or those identified as being at higher genetic risk.
Not a fit: Patients with no genetic predisposition or those without relevant clinical or environmental risk factors may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate risk assessments and targeted prevention strategies for patients at risk of cardiovascular diseases.
How similar studies have performed: Previous research has shown promise in integrating genetic and non-genetic factors for disease risk prediction, suggesting that this approach could yield significant advancements.
Where this research is happening
Philadelphia, United States
- University of Pennsylvania — Philadelphia, United States (Active)
Researchers
- Principal investigator: Ritchie, Marylyn D — University of Pennsylvania
- Study coordinator: Ritchie, Marylyn D
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.