For all practical purposes, it's the same chemical as acetone, just a tiny bit less volatile.
I'm guessing the MEK dissolves acrylic forming a gel. Then you use is to glue acylic togeter. The MEK will vaporize overnight, forming a "chemical weld" between the acrylic. Give it a shot. Just don't have any open flames nearby!!!
Or you could just use weld-on.