It has also been discussed that iron deficiency, also commonly known as anemia, can lead to the formation of dark circles around the eyes. With an iron deficiency, the blood is unable to efficiently transport oxygen to your body's tissues, in this case leading to the skin around the eyes, appearing darker as a result.