Red John is actually an acronym for:

R Rigsby
E Edna Kinders(from season 2, episode 5)
D Dean Harken

J Jane
O Oscar Ardiles
H Hightower, Madeline
N Nathan Brown(a suspect in season 1, episode 3)

Red John is a collective group of these seven people.