Trailer circuit is am entirely separate circuit from your brakes & turn signals. That being said it your vehicle lights are all operative after you replaced the fuse and it then blew when you plugged in the trailer again the short is in the parking light circuit on the trailer. Check the brown wire from the trailer plug back thu the trailer to and including the light sockets themselves for a grounded or chaffed wire.