Using data science to find links between environmental factors and health traits
Data science tools to identify robust exposure-phenotype associations for precision medicine
This study is looking at how different environmental factors, like air quality or access to green spaces, affect people's health and can lead to diseases, with the goal of helping everyone understand these connections better and improve healthcare for all communities.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Harvard Medical School NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-10885075 on NIH RePORTER |
What this research studies
This research aims to utilize advanced data science techniques to uncover how various environmental exposures influence health traits and disease outcomes in diverse populations. By addressing challenges such as missing data and biases in observational studies, the project seeks to create robust methods for identifying and replicating associations between exposures and health phenotypes. This approach will enhance our understanding of how environmental factors contribute to health disparities and improve precision medicine strategies.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals from diverse demographic backgrounds who are interested in understanding how their environment may affect their health.
Not a fit: Patients who do not have any interest in environmental health factors or those with conditions unrelated to the exposures being studied may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more personalized and effective healthcare strategies based on individual environmental exposures.
How similar studies have performed: Previous research has shown promise in using data science to identify health associations, indicating that this approach could yield significant insights.
Where this research is happening
Boston, United States
- Harvard Medical School — Boston, United States (Active)
Researchers
- Principal investigator: Patel, Chirag J. — Harvard Medical School
- Study coordinator: Patel, Chirag J.
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.