Improving data accuracy in biomedical research by removing inconsistencies
Removing batch effects in high-throughput biomedical studies
['FUNDING_R01'] · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · NIH-10935948
This study is working on making medical research results more trustworthy by fixing differences that can happen when experiments are done in different ways, so that patients can benefit from clearer and more accurate findings about their health.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | RUTGERS BIOMEDICAL AND HEALTH SCIENCES (nih funded) |
| Locations | 1 site (Newark, UNITED STATES) |
| Trial ID | NIH-10935948 on ClinicalTrials.gov |
What this research studies
This research focuses on enhancing the reliability of high-throughput biomedical data by addressing and correcting batch effects, which are variations caused by different processing methods or experimental conditions. By developing advanced algorithms and methodologies, the project aims to improve the integration of data from multiple studies, thereby increasing the statistical power and accuracy of biomedical findings. Patients may benefit from more reliable research outcomes that can lead to better understanding and treatment of various conditions.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals involved in or affected by conditions that are studied using high-throughput biomedical data, such as cancer or genetic disorders.
Not a fit: Patients whose conditions are not studied using high-throughput data or those not involved in research settings may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate biomedical studies, ultimately improving patient care and treatment outcomes.
How similar studies have performed: Previous research has shown success in improving data accuracy through similar methodologies, indicating a promising potential for this approach.
Where this research is happening
Newark, UNITED STATES
- RUTGERS BIOMEDICAL AND HEALTH SCIENCES — Newark, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: JOHNSON, WILLIAM EVAN — RUTGERS BIOMEDICAL AND HEALTH SCIENCES
- Study coordinator: JOHNSON, WILLIAM EVAN
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.