You could, but it would be a heck of a waste of a power transformer. Sort of like using a jet engine to power a go cart. I'd look for a more suitable aftermarket transformer for the job. Besides allowing the original power transformer to be put to better use, a smaller transformer powering the preamp would contribute less potential noise to the final product.