Understanding how cells sense and control forces using AI and physics
Elucidating biophysical mechanisms for force sensing and control using non-equilibrium statistical mechanics and AI
This study is exploring how cells feel and react to the forces around them, using smart computer tools to better understand how these tiny movements affect our health, especially in keeping our tissues and immune system working well.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Chicago NIH-funded |
| Lab location | 1 site (Chicago, United States) |
| Project ID | NIH-10893965 on NIH RePORTER |
What this research studies
This research investigates the fundamental biophysical mechanisms that allow cells to sense and respond to forces in their environment. By combining non-equilibrium statistical mechanics with artificial intelligence, the researchers aim to develop new computational tools that can simulate complex biological processes, such as cell movement and shape changes. This approach seeks to bridge the gap in our understanding of how microscopic forces influence cellular behavior, which is crucial for maintaining healthy tissue and immune function.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals with conditions that involve cellular dysfunction or developmental issues, particularly those affecting the immune system.
Not a fit: Patients with stable, non-progressive conditions that do not involve cellular dynamics or immune system function may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to new insights into cellular processes that are vital for health, potentially improving treatments for diseases related to immune function and tissue development.
How similar studies have performed: While the integration of AI with non-equilibrium statistical mechanics in biological systems is a novel approach, similar methodologies have shown promise in other areas of biophysics and cellular research.
Where this research is happening
Chicago, United States
- University of Chicago — Chicago, United States (Active)
Researchers
- Principal investigator: Vaikuntanathan, Suriyanarayanan — University of Chicago
- Study coordinator: Vaikuntanathan, Suriyanarayanan
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.