Iron deficiency often lead to shortage of oxygenated blood which further aggravates dark circles. Anemia results in improper blood supply. Therefore, the capillaries under the eyes supply insufficient oxygen. Yet dark circles alone do not signify that a person is suffering from anemia. There might be other reasons involved as well.