Using cell images to speed discovery of safer drugs
Advancing image-based profiling
This project builds computer tools that read detailed pictures of cells to help scientists find drug effects and spot possible toxicity faster.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Broad Institute, INC. NIH-funded |
| Lab location | 1 site (Cambridge, United States) |
| Project ID | NIH-11258524 on NIH RePORTER |
What this research studies
From a patient's point of view, researchers are teaching computers to look at thousands of cell photos and measure many features at once so changes caused by drugs, genes, or disease are easier to see. They use a high-content method called Cell Painting to stain parts of cells and create large, structured image datasets. The team develops and improves algorithms to turn those images into reliable profiles that reveal desired effects and hidden harms. By maturing the software and methods, they aim to make these image-based tests faster, cheaper, and more informative for drug discovery.
Who could benefit from this research
Good fit: The grant itself does not enroll patients, but people with conditions needing new therapies would be the ultimate beneficiaries of drugs discovered or screened using these tools.
Not a fit: Patients looking for immediate treatment or to join a clinical trial are unlikely to get direct benefit because this grant focuses on laboratory and computational method development rather than patient care.
Why it matters
Potential benefit: If successful, this could help researchers find more effective treatments and detect toxic effects earlier, potentially reducing harmful drugs reaching patients.
How similar studies have performed: Related image-based profiling work, including the Cell Painting approach invented by this group, has shown promise for identifying drug effects and toxicity, but broader algorithm and clinical translation remain ongoing.
Where this research is happening
Cambridge, United States
- Broad Institute, INC. — Cambridge, United States (Active)
Researchers
- Principal investigator: Carpenter, Anne E. — Broad Institute, INC.
- Study coordinator: Carpenter, Anne E.
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.