http://www.wikihow.com/Tell-if-a-Wall-is-Load-Bearing

Moving plumbing can vary. Supply side (water lines) are much easier than waste side, because sewage and drain lines need a constant slope and you're screwing with the angle by moving them, and you can't really relocate the main stack.