If you saw the recent International Journal of Cancer study linking hair dye to breast cancer and thought, crap, you’re not alone. About 40 percent of American women dye their hair regularly, according to Statista. Some background: The study looked at 46,709 women whose sisters had breast cancer, and over eight years, 2,794 of them got breast cancer themselves.