"Leghorn chickens (which make up most of the commercial ... but it's the fourth one — the shell gland — that affects the color of the egg. This is where the shell forms around the ovum.

some breeds deposit pigments that change the color of the egg shells. Generally laid by white birds with white earlobes Common U.S. breed is White Leghorn chickens “For chickens that lay brown ...