AZoLifeSciences on MSN
DeepCodon: A rare-codon–aware AI tool boosts protein expression in E. coli
A research team has developed DeepCodon, a deep learning–based codon optimization tool that significantly improves heterologous protein expression in Escherichia coli while preserving functionally ...
This is a summary of: Liu. H. et al. Viral RNA blocks circularization to evade host codon usage control. Nature https://doi.org/10.1038/s41586-025-09809-y (2025).
A virus relies on the host's translation machinery to replicate itself and become infectious. Translation efficiency ...
AZoLifeSciences on MSN
Giant virus uses unique codon strategy to optimize host resource usage
A virus relies on the host's translation machinery to replicate itself and become infectious. Translation efficiency ...
This important study introduces a new biology-informed strategy for deep learning models aiming to predict mutational effects in antibody sequences. It provides solid evidence that separating ...
Researchers discover a unique genetic code in Antarctic archaea that encodes a rare amino acid, potentially advancing protein ...
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