This is way too common. It even happens to the best and largest games - the code for CnC Tiberian Sun and Red Alert 2 is supposed to be lost to time [1].
Often times it's just IP rights that get passed on when a studio collapses or gets bought out, and in other cases source code for dependencies (e.g. music or video player SDKs) isn't available any more.