A subject who use too much forbidden magics mutates into an unnamable creature.
The brain is intoxicated by the corrupted blood and causes the effect of insanity. They aren't specified like demons but not very far.
There's no cure for that but experimented users of entropy ("scientific magic" of cell mutation and fortuity, considered as dark magic) can remove the symptoms.

So it was a blood witch.