How did rue die in the hunger

In "The Hunger Games: Mockingjay - Part I", Rue does not die but in "The Hunger Games" Rue was speared in the abdomen when she ran back into the arena in an effort to save Katniss Everdeen from the Career Tributes but she was unfortunately killed by Marvel.