Mapping the structure and function of human cells for better understanding of genetics
Bridge2AI: Cell Maps for AI (CM4AI) Data Generation Project
This study is all about making detailed maps of human cells to help us understand how our genes affect our health and traits, and it's designed for anyone interested in how genetics plays a role in diseases.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of California, San Diego NIH-funded |
| Lab location | 1 site (La Jolla, United States) |
| Project ID | NIH-10473403 on NIH RePORTER |
What this research studies
This research aims to create detailed maps of human cells to improve our understanding of how genetic information translates into physical traits. By using advanced techniques like proteomic mass spectrometry, cellular imaging, and CRISPR/Cas9 genetic editing, the project will generate a comprehensive library of cellular structures and functions. This information will help develop machine learning models that can more accurately interpret how genes influence health and disease. The project also emphasizes ethical considerations in AI and aims to provide training opportunities in this innovative field.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals with genetic conditions or those interested in the genetic basis of health and disease.
Not a fit: Patients who do not have any genetic conditions or are not interested in genomic medicine may not receive direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate and interpretable models in genomics, ultimately improving personalized medicine for patients.
How similar studies have performed: Other research initiatives have shown promise in using similar mapping approaches to enhance our understanding of cellular functions and genetic influences.
Where this research is happening
La Jolla, United States
- University of California, San Diego — La Jolla, United States (Active)
Researchers
- Principal investigator: Ideker, Trey — University of California, San Diego
- Study coordinator: Ideker, Trey
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.