Do the rear side marker lights work, there on the same fuse?
Are any of the bulbs that don't work dual filament such as combo brake/tail bulb. If so, does the brake light filament still work in the bulb?
Is the bulb out icon on the dash light?
Use a voltmeter to check for power at the sockets. Make sure the ground wires to the socket has continuity with the chassis.