Well it also depends on how far below you are.
I once couldn't play a game since my CPU didn't support an instruction set required by the game.
Usually gaming studios are looking to sell as many games as possible, so they generally set the absolute minimum that the game will run on as minimum specs. Going below that is generally not recommended.