Probably a capacitor fault. That's very common. Either on the tuner board itself, in the premplifiers or in the power supply areas.
Ripple voltages from the power supply will fairly easily get into the sensitive tuner circuits.
Could also be a rectifier fault but that is rarer.
Martin