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- 2025 AIChE Annual Meeting
- Food, Pharmaceutical & Bioengineering Division
- 15C Poster Session: Bioengineering
- (182h) Enhancing mRNA Stability of RBD Protein for Improved COVID-19 Vaccine Development
Codon optimization and increased secondary structure are linked to mRNA stability. Using our in-house machine learning algorithm, we found mRNA sequences with optimized codon usage and secondary structure. Stability assays in solution revealed improved mRNA longevity compared to unoptimized and other alternative sequences. Additionally, the optimized sequences exhibited higher protein expression levels in cell-based systems.
These findings underscore the potential for mRNA sequence engineering to generate more stable and translationally efficient mRNA vaccine candidates. Our work offers valuable insights for the development of next-generation mRNA vaccines with improved stability, increased expression efficiency, and greater overall effectiveness.