Probably not, especially if you’re only going to be at altitude for a week or so. The The only reason to take supplements before going to high altitude is if you had iron-deficiency anemia to begin with, said Dr. James Levine, a hematologist, or blood specialists, at Beth Israel Deaconess Medical Center in Boston.