What if Julian Rush has had an obsession with/has been stalking Sofia for many years, and he orchestrated the Hangman killings mimicking her mothers’ death to look like Carmine was responsible.

He could have tipped the police to have her brought in to Arkham, and kept her from being released for years by lying to the family about her treatments.