I never cared for the show. A lot of people claimed it was excellent, but I found the D'onofrio character overwrought and over-acted. Now I wonder if the temperamental character was the extension of the actor, who has some of the same traits--but perhaps without the genius factor.
I think he has a medical condition. It is what MJ Fox has maybe?