Their biological father, Frank Mustari, was a hitman as well.

He was killed in Lyons back in 57. He was waiting in the back seat of a target's car. The target, a tavern owner named Bates, was alerted to his presence by his dog and Bates got the drop on Mustari.
Bates was killed about 6 months later.