No the chakra come from their brains. its only noticed in the octular nerves. if their sharingans are suppressed i belive they will evolve and the chakra would effect another part of the uchiha's body instead of the eyes.
Could've just typed "Uchiha - Sharingan = Peaceful Uchiha" instead, lol xd