Understanding how DNA differences affect health traits

Modeling non-additive genetic mechanisms for complex traits

['FUNDING_OTHER'] · UNIVERSITY OF FLORIDA · NIH-11166421

This project aims to create new computer tools to better understand how our DNA influences complex health conditions.

Quick facts

Phase['FUNDING_OTHER']
Study typeNih_funding
SexAll
SponsorUNIVERSITY OF FLORIDA (nih funded)
Locations1 site (GAINESVILLE, UNITED STATES)
Trial IDNIH-11166421 on ClinicalTrials.gov

What this research studies

Our bodies are shaped by many genes working together, and this project wants to uncover these complex relationships. We are developing advanced computer programs that can look at vast amounts of genetic information from human biobanks. These tools will help us predict how different DNA combinations might lead to certain traits or conditions. Ultimately, this work seeks to reveal the hidden ways genes interact to influence our health.

Who could benefit from this research

Good fit: Patients with complex genetic conditions, or those whose families have such conditions, could eventually benefit from the insights gained from this research.

Not a fit: Patients seeking immediate new treatments or direct clinical care will not receive direct benefit from this foundational research.

Why it matters

Potential benefit: If successful, this work could lead to a much clearer understanding of how genes contribute to complex diseases, potentially guiding future personalized treatments.

How similar studies have performed: This project focuses on developing novel Bayesian and machine learning methods, building upon existing computational genetics approaches.

Where this research is happening

GAINESVILLE, UNITED STATES

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.

View on NIH RePORTER →

Last reviewed 2026-05-15 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.