Understanding how DNA variations affect traits
Official title: Modeling non-additive genetic mechanisms for complex traits
Funded at University of Florida · NIH-10939650 · Data updated 2026-11-12
This study is exploring how changes in our DNA can affect our physical traits, and it's designed to help scientists create new tools that can better understand these connections, making it easier to see how our genes influence things like height or eye color.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Florida NIH-funded |
| Lab location | 1 site (Gainesville, United States) |
| Project start | August 9, 2024 |
| Project end | July 31, 2029 |
| Funding year | 2024 |
| Award (this year) | $325,838 |
| NIH project number | 1R35GM154908-01 |
| Project ID | NIH-10939650 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research are individuals with complex genetic traits or those interested in genetic studies related to their health.
✕Less likely to help
Patients with purely environmental or non-genetic conditions may not benefit from this research.
What this research studies
This research focuses on how differences in DNA sequences can lead to variations in physical traits. By utilizing advanced technologies and large databases, the project aims to create new computational tools that can analyze complex genetic data. These tools will help predict how specific genetic variations influence traits and identify important genes and their interactions. The research combines mathematical modeling with machine learning to improve the accuracy of these predictions and uncover new genetic mechanisms.
Why it matters
Potential benefit: If successful, this research could lead to better understanding and prediction of complex traits, which may improve personalized medicine approaches.
How similar studies have gone: Previous research has shown promise in using machine learning and Bayesian methods for genetic analysis, indicating a strong potential for success in this approach.
Where this research is happening
-
University of Florida
Gainesville, United States Active
Researchers
- Principal investigator: Zhou, Juannan — University of Florida
- Study coordinator: Zhou, Juannan
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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.