Yes. There are several bolt-action hunting handguns which are chambered in .223 (also known as 5.56mm).
My sister just bagged a mule deer last weekend with a .223 cal. Savage 110. The animal was dropped in it's tracks from a dead run at a little over 100 yards.
Don't mess with sissy.