It is a sexually transmitted disease, the reason it shows on the face is because it affects mucus membranes (lips, nose, eyes, ears, genitals). So it is uncertain if say Humphrey could have it.
It can spread from mucus membrane to mucus membrane (hence it can be spread by mating), so a rabbit washing an infected rabbit's eyes could also catch it.
Tam