Hemoglobin is a protein molecule that carries oxygen in the blood, especially in red blood cells. High hemoglobin levels can be caused by dehydration, smoking, emphysema, tumors, or Epogen abuse. Low hemoglobin levels can be caused by anemia, blood loss, nutritional deficiencies, bone marrow problems, chemotherapy, kidney failure, or sickle cell disease.