AI Identifies Human Protein Scaffolds for mRNA Delivery

Experimental validation confirms that 12 out of 15 selected human proteins enable particle formation and efficient mRNA transport in cells. Several TRIM family proteins, typically associated with antiviral responses, show strong assembly and delivery activity. Interpretability and perturbation analyses reveal structural features within TRIM domains influencing prediction scores, enabling targeted engineering of TRIM25 to enhance delivery performance.

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