An example of edible underground stem is

Modified stems located below ground are bulbs (which are actually primarily the enlarged base of the plant's leaves), corms, rhizomes, and tubers. Potato is the edible portion is an underground stem that is a tuber. The eyes of the potato are lateral buds.