The fungi invade the plant's roots and crown, causing the plant to clog up and fail. Infected plants are inedible.
Rotate where you grow parsley, and consider using raised beds to enhance drainage. These fungi need very wet soil conditions to grow, so keeping parsley covered with a plastic tunnel through winter often prevents problems.
Pull up affected plants and compost them. Place a pile of compost on the spots where the diseased plants grew.