Transformer, filter capacitor, rectifier, voltage regulator, and pass transistor are the most common type of power supply components.
The most common parts to go bad are the voltage regulator, pass transistor, and the rectifier.
I would check those first.
Sorry . . . Couldn't find a schematic for your radio.
Best wishes and good hunting . . .