AI Learns to ¡®Speak¡¯ Genetic ¡®Dialect¡¯ for Future SARS-CoV-2 Mutation Prediction
Florida Atlantic UniversityA powerful AI model called Deep Novel Mutation Search (DNMS) predicts virus mutations more accurately and efficiently than traditional, time-consuming lab experiments. Focused on the SARS-CoV-2 spike protein, the model uses a specialized protein language model fine-tuned to understand the virus's specific ¡°language.¡± DNMS can predict mutations that cause small, functional changes ¨C crucial for viruses like SARS-CoV-2, which evolve through subtle adjustments to maintain function.