Understanding how protein and RNA sequences affect their function and behavior
Discovering interpretable mechanisms explaining high dimensional biomolecular data
['FUNDING_OTHER'] · UT SOUTHWESTERN MEDICAL CENTER · NIH-10910030
This study is looking at how the building blocks of proteins and RNA shape their structure and function, which is important for understanding different health issues, and it uses advanced computer techniques to help predict how these complex molecules behave.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UT SOUTHWESTERN MEDICAL CENTER (nih funded) |
| Locations | 1 site (DALLAS, UNITED STATES) |
| Trial ID | NIH-10910030 on ClinicalTrials.gov |
What this research studies
This research investigates how the sequences of proteins and RNA influence their folding, aggregation, and overall function, which is crucial for understanding various health conditions. By employing advanced computational methods, including statistical physics and innovative neural networks, the project aims to uncover predictive principles that can explain the behavior of complex biomolecules. This approach seeks to provide insights into proteins that are difficult to study experimentally, particularly those that are intrinsically disordered. The goal is to create models that not only predict outcomes but also offer interpretable insights into the underlying mechanisms.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals affected by neurodegenerative diseases, particularly those with Alzheimer's disease.
Not a fit: Patients with conditions unrelated to protein misfolding or aggregation may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to better understanding and treatment options for diseases related to protein misfolding, such as Alzheimer's.
How similar studies have performed: Previous research has shown promise in using computational methods to understand protein behavior, indicating that this approach could yield valuable insights.
Where this research is happening
DALLAS, UNITED STATES
- UT SOUTHWESTERN MEDICAL CENTER — DALLAS, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: LIN, MILO — UT SOUTHWESTERN MEDICAL CENTER
- Study coordinator: LIN, MILO
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.