It makes a lot of sense for it to be Madara's brother. I mean, who just dies from losing their eyes through a willing procedure??
edit: quick theory. Madara dies because of his use of the kyuubi. It makes him sick or whatever. His brother, being alive, takes an eye but it deforms him and halves his power