Are you sure it's the phono preamp? If you're concerned about the wall wart, if the voltage is low enough perhaps try jury rigging a battery supply. It probably draws a really small current, see what the mfg states.
Edit: I'm assuming no tubes.
VPI makes some great tables and they're a great company too.