It was actually a cinch to do it with Calibre and a plug-in. A lot easier than I had anticipated. I did have to remove the book and add it again, but once that was done I now have it on my PRS-T1 and I am actually reading it right now.
Me thinks we should all make a small contribution and buy a small island or something for Apprentice Alf.