According to the South Adams County Fire Department, the building collapsed during the afternoon. KUSA-TV reported that the building was the address of Intsel Steel West.
The victims were taken to an area hospital, according to the television station.
It is unclear what led to the collapse, according to KCNC-TV.
The conditions of the three people injured in the incident are not known, KMGH-TV reported.