Developing a new model to analyze RNA sequencing data
A unified probabilistic model and software implementation for analysis of nascent RNA sequencing data
['FUNDING_R01'] · COLD SPRING HARBOR LABORATORY · NIH-10801419
This study is looking at how our bodies make RNA from DNA, which is important for health, and aims to develop a smart computer model to better understand this process, helping to improve diagnosis and treatment for patients with related health issues.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | COLD SPRING HARBOR LABORATORY (nih funded) |
| Locations | 1 site (COLD SPRING HARBOR, UNITED STATES) |
| Trial ID | NIH-10801419 on ClinicalTrials.gov |
What this research studies
This research focuses on understanding how RNA molecules are created from DNA, a process crucial for all living organisms and often disrupted in diseases. The team aims to create a sophisticated computational model that can analyze newly transcribed RNA data, allowing for better insights into transcription dynamics. By employing advanced statistical and machine-learning techniques, the project will enhance the ability to measure transcription rates and understand their implications in various health conditions. Patients may benefit from improved diagnostic and therapeutic strategies based on these insights.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals with conditions linked to transcriptional dysregulation, such as certain cancers.
Not a fit: Patients with conditions unrelated to RNA transcription or those not affected by transcriptional dysregulation 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 transcription dysregulation.
How similar studies have performed: Previous research has shown promise in using computational models for RNA analysis, indicating that this approach could yield significant advancements.
Where this research is happening
COLD SPRING HARBOR, UNITED STATES
- COLD SPRING HARBOR LABORATORY — COLD SPRING HARBOR, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: SIEPEL, ADAM CHARLES — COLD SPRING HARBOR LABORATORY
- Study coordinator: SIEPEL, ADAM CHARLES
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