Nature Communications, Published online: 15 June 2026; doi:10.1038/s41467-026-74298-0 Recent developments of proton acceleration have demonstrated remarkable energies, yet further insight into the acceleration mechanism is needed to fully achieve application-relevant regimes. Here, the authors demonstrate a hybrid scheme where the established target normal sheath acceleration mechanism is enhanced by transition radiation fields.