Chinese hamster ovary (CHO) cells serve as the predominant platform for producing recombinant therapeutic proteins in biopharmaceutical manufacturing, the production capacity of which relies heavily on efficient protein synthesis, folding, and secretion pathways. However, during high-density and prolonged cultivation,...
Lu Hou, Weidong Li, Ziyan Li et al.· Frontiers in Bioengineering...· 0 citations
This manuscript introduces EnzGFM, an enzyme-specific hybrid model that improves both accuracy and efficiency across multiple prediction tasks and, together with the EnzGFM-Agent pipeline, demonstrates the ability to identify experimentally validated beneficial variants while reducing screening effort.