Unlike other nutrients, our bodies store vitamin D in fat cells, which allow them to release it when needed. Many supplements with higher doses of vitamin D are not designed to be taken each day since there likely already is some stored in the body. Taking too much vitamin D can result in stomach discomfort, weight loss and kidney issues. A lower vitamin D supplement is considered safe, particularly if you're deficient in vitamin D.