The concentration of serum haptoglobin can be low in the presence of liver disease, hemolytic anemia, ineffective erythropoiesis in myelodysplastic syndrome, hereditary ahaptoglobinemia, and with pregnancy and estrogen therapy. The gene discussed is HP; the disease is myelodysplastic syndrome.