Analyzing genomic data to improve cancer treatment decisions
UCSC-Buck Genome Data Analysis Center for the Genomic Data Analysis Network v2.0
['FUNDING_OTHER'] · UNIVERSITY OF CALIFORNIA SANTA CRUZ · NIH-10911803
This study is looking at the different types of cells in tumors to find patterns that can help doctors choose the best treatments for cancer patients based on their unique tumor characteristics.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF CALIFORNIA SANTA CRUZ (nih funded) |
| Locations | 1 site (SANTA CRUZ, UNITED STATES) |
| Trial ID | NIH-10911803 on ClinicalTrials.gov |
What this research studies
This research focuses on understanding tumor heterogeneity, which refers to the diverse mix of tumor cells and their evolution over time. By analyzing large-scale genomic data from projects like the Cancer Genome Atlas, the research aims to identify patterns that can help tailor cancer treatments to individual patients. The team will collect clinical information and outcomes alongside genomic data to develop computational tools that can predict the best treatment options based on a patient's unique tumor characteristics. This approach combines advanced machine learning techniques with detailed gene expression analysis to enhance treatment strategies for cancer patients.
Who could benefit from this research
Good fit: Ideal candidates for this research are cancer patients who are undergoing treatment and have diverse tumor characteristics.
Not a fit: Patients with non-cancerous conditions or those not currently undergoing cancer treatment may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more personalized and effective cancer treatments based on individual genomic profiles.
How similar studies have performed: Previous large-scale genomic projects have shown success in identifying key tumor characteristics, suggesting that this approach has the potential for significant advancements in personalized cancer treatment.
Where this research is happening
SANTA CRUZ, UNITED STATES
- UNIVERSITY OF CALIFORNIA SANTA CRUZ — SANTA CRUZ, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: STUART, JOSHUA MICHAEL — UNIVERSITY OF CALIFORNIA SANTA CRUZ
- Study coordinator: STUART, JOSHUA MICHAEL
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: Cancer Patient, Cancer Treatment