I am experiencing a squealing noise coming from my 1995 E320 that is inside the engine bay. Every time I press the throttle more than 30%, the sound seems to go away and comes back when I am less than 30%.

Has anyone seen this issue before? Is it some rubber seals that have to do with the throttle body assembly?