Tag

Rfdiffusion

All articles tagged with #rfdiffusion

AI-Designed NovoTags Expand Multicolor Live-Cell Imaging
science20 days ago

AI-Designed NovoTags Expand Multicolor Live-Cell Imaging

Researchers at HHMI’s AI@HHMI, led by David Baker and Luke Lavis, are using RFdiffusion-based AI to design NovoTags—small protein binders that pair with Janelia Fluor dyes—to create a new class of fluorescent probes. This approach could let scientists label many colors and proteins simultaneously, without traditional chemical linkers, enabling longer, multi-color imaging and accelerating discovery. The team plans to rollout NovoTags for about a dozen dye colors and expand to dyes that blink or respond to physiological signals, with the tools becoming broadly available to the scientific community.

AI Advances in Antibody Design Accelerate Drug Development and Viral Defense
science6 months ago

AI Advances in Antibody Design Accelerate Drug Development and Viral Defense

The article discusses a novel computational approach using RFdiffusion, fine-tuned on antibody structures, to design de novo antibodies and VHHs with atomic-level accuracy, targeting specific epitopes. The method enables the creation of antibodies with precise epitope targeting, validated by cryo-EM structures, and demonstrates potential for rapid therapeutic development, although current success rates are low and can be improved with advanced filtering techniques like AlphaFold3.