Ike Turner wrote the intro and the first verse (which is the basic song), the rest of the lyrics were sort of a "group effort." I have no idea why a fictitious band that didn't even exist (Jackie Brenston and the Delta Cats) were credited on the record. It was, as you said, in reality Ike Turner and his band, of which Brenston was a member.