aerys had a thing for joanna, tywin sent joanna back to casterly rock to have tyrion. speculation is that joanna lannister drank moon tea to kill aerys targaryen's rape baby and that's what deformed tyrion, and his deformity is what killed joanna lannister
two blue eyed parents pretty much cannot produce a child with one blue eye and one black eye