Using AI to better understand lupus kidney disease
Using artificial intelligence to bridge human and murine studies of lupus nephritis progression
This project uses advanced computer tools to compare kidney tissue from people and mice with lupus, hoping to find better ways to predict and treat the disease.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Chicago NIH-funded |
| Lab location | 1 site (Chicago, United States) |
| Project ID | NIH-11170635 on NIH RePORTER |
What this research studies
Lupus nephritis is a serious kidney condition that affects many people with lupus, and current treatments don't always work well. It's hard to know which patients will respond to treatment or why some get worse. This project uses cutting-edge artificial intelligence and detailed imaging to look closely at kidney tissue from both human patients and animal models. By comparing these tissues, researchers hope to uncover specific disease patterns that are shared between humans and mice. This deeper understanding could help us predict how the disease will progress and find more effective treatments.
Who could benefit from this research
Good fit: This foundational research does not directly recruit patients but aims to benefit those living with lupus nephritis by improving future diagnostic and treatment strategies.
Not a fit: Patients not affected by lupus nephritis would not directly benefit from this specific research.
Why it matters
Potential benefit: If successful, this work could lead to new ways to predict how lupus nephritis will progress and help doctors choose more effective treatments for patients.
How similar studies have performed: While AI is increasingly used in medical research, this specific approach of using high-dimensional confocal microscopy and AI to bridge human and murine lupus nephritis mechanisms is innovative.
Where this research is happening
Chicago, United States
- University of Chicago — Chicago, United States (Active)
Researchers
- Principal investigator: Clark, Marcus Ramsay — University of Chicago
- Study coordinator: Clark, Marcus Ramsay
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.