The Mundelein Fire Department responded to a report of a fire in the 1200-block of Huntington Drive around 5:30 p.m.
The fire chief said firefighters could not get into the home because the second floor had collapsed.
An elderly woman is now missing, the fire department said. No one else was believed to be inside when the fire broke out.
Further information was not immediately available.