Three children and two adults were killed, the King County Sheriff's department said in a statement. Sheriff's department spokesperson Mike Mellis told reporters at the scene that the suspect was taken into custody by deputies without incident. The sheriff's department said that deputies responded to multiple calls about gunfire at a home in Fall City, about 10 miles east of Seattle, early on Monday.