Question: how does izumi uchiha die?
Answer: After luring Izumi away from home, Itachi kills the girl shortly after he entraps her in his Tsukyuomi genjutsu. She is the only one from the clan put under the illusion aside from Sasuke, and Itachi did so to show Izumi what their lives could have been like.