AlphaFold reveals how viruses evolved

Protein structures predicted by AI models have revealed some twists in the evolution of flaviviruses — a group that includes hepatitis C, dengue and Zika viruses. Researchers used DeepMind’s AlphaFold2 and Meta’s ESMFold to generate more than 33,000 predicted structures for proteins from 458 flavivirus species. They already uncovered some surprises. For example, the hepatitis C virus infects cells using an entry system similar to one seen in the pestiviruses — a group that includes animal pathogens like swine fever. Another big surprise was the discovery that some flaviviruses have an enzyme that seems to have been stolen from bacteria.