Any caliber can kill if the round has the right placement. I investigated one of our local mobster's homicide and his body guard who were both shot several times in the head with a .22.
If you are not able to hit a barn door with a larger caliber, but shoot a 1 1/2" group at close range with a .22, then use the .22.