Using AI to improve understanding of disease metabolism
Advancing computational modeling of disease metabolism by integrating AI and systems biology
['FUNDING_OTHER'] · OREGON HEALTH & SCIENCE UNIVERSITY · NIH-10941152
This study is exploring how we can use advanced computer models and artificial intelligence to better understand changes in metabolism related to diseases like cancer, diabetes, and heart problems, with the hope of finding new ways to diagnose and treat these conditions, and even offer personalized nutrition advice for patients.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | OREGON HEALTH & SCIENCE UNIVERSITY (nih funded) |
| Locations | 1 site (PORTLAND, UNITED STATES) |
| Trial ID | NIH-10941152 on ClinicalTrials.gov |
What this research studies
This research focuses on how metabolic pathways, which are essential for cellular energy and function, can be better understood through advanced computational modeling that integrates artificial intelligence. By characterizing metabolic alterations in diseases like cancer, diabetes, and cardiovascular disorders, the project aims to identify new drug targets and biomarkers for early diagnosis and treatment. Patients may benefit from tailored nutritional recommendations and improved clinical diagnostics as a result of this work. The approach combines systems biology with AI to address the complexities of metabolic variations in disease environments.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with cancer, diabetes, cardiovascular diseases, or neurodegenerative disorders.
Not a fit: Patients with metabolic disorders that are not well-characterized or do not fit within the targeted conditions may not receive benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses and personalized treatment plans for patients with various metabolic disorders.
How similar studies have performed: Previous research has shown promise in using AI and computational modeling to enhance understanding of metabolic processes, indicating that this approach could yield significant advancements.
Where this research is happening
PORTLAND, UNITED STATES
- OREGON HEALTH & SCIENCE UNIVERSITY — PORTLAND, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: CAO, SHA — OREGON HEALTH & SCIENCE UNIVERSITY
- Study coordinator: CAO, SHA
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.
Conditions: Cancers