Using advanced technology to understand and treat eosinophilic esophagitis in children.
Precision Medicine Approaches for Eosinophilic Esophagitis Using Raman Spectroscopy and Machine Learning
This study is looking at how to better understand and treat eosinophilic esophagitis (EoE) in kids by using special imaging technology and computer analysis to spot changes in the esophagus that might be causing the condition.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Vanderbilt University Medical Center NIH-funded |
| Lab location | 1 site (Nashville, United States) |
| Project ID | NIH-10992194 on NIH RePORTER |
What this research studies
This research focuses on eosinophilic esophagitis (EoE), a chronic inflammatory condition affecting the esophagus, particularly in children. The study aims to utilize Raman spectroscopy and machine learning to identify biochemical changes in the esophagus that contribute to EoE. By analyzing these changes, researchers hope to better understand the disease's progression and improve treatment strategies. This approach combines advanced imaging techniques with data analysis to enhance patient care.
Who could benefit from this research
Good fit: Ideal candidates for this research are children aged 0-11 years who have been diagnosed with eosinophilic esophagitis.
Not a fit: Patients who do not have eosinophilic esophagitis or are older than 11 years may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective and personalized treatment options for children suffering from eosinophilic esophagitis.
How similar studies have performed: Previous research has shown promise in using similar advanced techniques for understanding and treating allergic and inflammatory conditions, indicating potential for success in this approach.
Where this research is happening
Nashville, United States
- Vanderbilt University Medical Center — Nashville, United States (Active)
Researchers
- Principal investigator: Hiremath, Girish — Vanderbilt University Medical Center
- Study coordinator: Hiremath, Girish
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.