AI Model COMET Accelerates RNA Medicine Development, Cutting Timelines from Months to Weeks
- Researchers from NTU and MIT developed COMET, an AI model that predicts optimal lipid nanoparticle formulations for RNA medicine delivery, published in Nature Nanotechnology.
- The transformer-based neural network can identify the best nanoparticle designs among millions of possibilities without extensive laboratory testing, reducing development timelines from months to weeks.
- COMET-designed lipid nanoparticles outperformed clinically approved benchmarks in both laboratory and animal studies, demonstrating superior delivery performance.
- The technology extends beyond pandemic preparedness to enable RNA therapies targeting specific organs and cell types for treating cancers and metabolic disorders.