From On Food and Cooking by Harold McGee:

“People have eaten this plant since prehistory, initially its leaves, then the underground part of specialized varieties. In Greek times beet roots were long, either white or red, and sweet; Theophrastus reported around 300 BCE that they were pleasant enough to eat raw. The fat red type is first depicted in the 16th century.”