Abstract
Nonsegmented negative-sense RNA viruses (nsNSVs)-including highly pathogenic pathogens such as measles virus (MeV), Nipah virus (NiV), Hendra virus (HeV), Ebola virus (EBOV), and others-pose major global health threats, yet most lack approved antiviral therapeutics. In the recent study, high-resolution cryo-electron microscopy (cryo-EM) revealed previously unrecognized allosteric pockets in the large (L) polymerase proteins of MeV and NiV, spatially distinct from the catalytic nucleotide-binding site. We further demonstrated that the non-nucleoside inhibitor ERDRP-0519 engages these pockets to allosterically 'lock' the polymerase in a mechanically inactive state. These findings reveal an allosteric mechanism of inhibition rooted in the conformational mechanics of the enzyme and highlight opportunities for integrating artificial intelligence (AI)-aided drug discovery (AIDD) into rational drug design.