Using AI to uncover hidden connections in metabolism for better disease understanding
Democratizing Multi-Omics to Expedite Discovery of Hidden Metabolic Pathways
This study is looking at how our body's metabolism changes when we have diseases like cancer and diabetes, using smart computer models to find new ways to understand and treat these conditions better.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Cedars-Sinai Medical Center NIH-funded |
| Lab location | 1 site (Los Angeles, United States) |
| Project ID | NIH-10906928 on NIH RePORTER |
What this research studies
This research focuses on improving our understanding of how metabolism changes in various diseases by utilizing advanced artificial intelligence models. By analyzing multi-omic data, which includes both proteomes and metabolomes, the project aims to identify previously hidden metabolic pathways that could be crucial for developing new treatments. The approach seeks to democratize the collection and interpretation of this complex data, making it more accessible and efficient. Ultimately, the goal is to enhance the discovery of metabolic connections that could lead to breakthroughs in understanding diseases like cancer and diabetes.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with metabolic disorders, cancers, or diabetes who are interested in contributing to the advancement of treatment options.
Not a fit: Patients with well-established metabolic conditions that are already effectively managed may not receive direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to the identification of new metabolic pathways, paving the way for innovative treatments for diseases that currently lack effective therapies.
How similar studies have performed: Previous research has shown promise in using AI for metabolic pathway discovery, indicating that this approach could yield significant insights.
Where this research is happening
Los Angeles, United States
- Cedars-Sinai Medical Center — Los Angeles, United States (Active)
Researchers
- Principal investigator: Meyer, Jesse — Cedars-Sinai Medical Center
- Study coordinator: Meyer, Jesse
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.