Parry-Romberg syndrome, also called Romberg syndrome or progressive facial hemiatrophy, is a condition where the tissue of one side of the face gradually wastes away. Over time, the soft tissue (muscle and fat) gradually shrinks, the facial bones may change, and the skin may become thin.