The Black Magicks sort of corrupted his Aether and boiled his blood, causing his Aether to turn red.
From there, it was permanently red, until he died at the end of Endwalker where Stargazer poured his own Aether into Casca in hopes to save him. [His Aether is blue], it turned Casca’s purple. +