"Used to open the train closet."
Closet Key is a key item in the initial versions Resident Evil 0. In the HD Remaster version as well as the version included in Resident Evil Origins Collection, it is instead replaced by the Suitcase item in terms of function.
The Closet Key is not found in any particular place. Instead can be unlocked by beating the game on either Normal or Hard mode.