Developing new tools for discovering drugs using computer methods
New Methods and Tools for Computational Drug Discovery
['FUNDING_OTHER'] · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · NIH-11103177
This study is all about using smart computer techniques to find new medicines for different diseases, making it easier for researchers to discover effective treatments that can help people like you.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF PITTSBURGH AT PITTSBURGH (nih funded) |
| Locations | 1 site (PITTSBURGH, UNITED STATES) |
| Trial ID | NIH-11103177 on ClinicalTrials.gov |
What this research studies
This research focuses on creating advanced computational methods to discover new drugs for various diseases. By utilizing deep learning and generative models, the project aims to predict how small molecules interact with their targets, which can lead to the identification of effective treatments. The tools developed will be user-friendly and open-source, allowing broader access for researchers and potentially accelerating drug discovery processes. The approach seeks to overcome limitations of traditional methods by exploring a wider range of molecular structures.
Who could benefit from this research
Good fit: Ideal candidates for benefiting from this research include individuals with conditions that currently lack effective treatments or those with complex diseases requiring novel therapeutic approaches.
Not a fit: Patients with well-established treatments or those whose conditions are not targeted by the new drug discovery methods may not receive benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to the rapid identification of new and effective drugs for patients with various diseases.
How similar studies have performed: Other research has shown promise in using deep learning and generative models for drug discovery, indicating that this approach could lead to significant advancements in the field.
Where this research is happening
PITTSBURGH, UNITED STATES
- UNIVERSITY OF PITTSBURGH AT PITTSBURGH — PITTSBURGH, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: KOES, DAVID RYAN — UNIVERSITY OF PITTSBURGH AT PITTSBURGH
- Study coordinator: KOES, DAVID RYAN
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: Autoimmune Diseases, autoimmune disorder, autoimmunity disease