Funding
Funding not disclosed


Founders
Product
Problem
Developing RNA medicines is a complex process, with the nucleotide sequence significantly impacting therapeutic performance, manufacturability, stability, expression, and immunogenicity. Traditional codon optimization tools often isolate the open reading frame (ORF), neglecting the interplay between different mRNA regions and their collective impact on therapeutic outcomes.
Solution
Terrain Bio offers an AI-driven platform for comprehensive mRNA sequence design and optimization, enabling faster and more predictable development of RNA therapeutics. Their approach considers the entire mRNA molecule, including the 5' UTR, coding sequence, 3' UTR, and poly(A) tail, to optimize for manufacturability, stability, expression quality, immunogenicity, durability, and targetability. By leveraging physics-based modeling and active learning, Terrain Bio helps researchers navigate RNA sequence space, identify promising candidates, and fine-tune sequences to meet specific therapeutic objectives. The platform integrates sequence design with rapid, innovative manufacturing, delivering high-quality mRNA at microgram to gram scale.
Target Audience
Terrain Bio serves biopharma companies and researchers involved in developing RNA therapeutics, including vaccines, gene therapies, and protein replacement therapies.
Features
- AI/ML design suite that optimizes mRNA sequences for manufacturability, stability, expression quality, immunogenicity, durability, and targetability
- Comprehensive Design Review process to align sequence design with specific therapeutic goals and biological context
- Physics-based modeling to simulate and improve sequences, even with limited functional data
- Active learning to intelligently nominate new sequences for testing based on real-world performance data
- Design for both therapeutic performance and manufacturability, avoiding elements that can create manufacturing challenges
- Rapid mRNA manufacturing capabilities, delivering high-performing sequences in weeks
- Catalog mRNA standards for quick experimentation