The main mechanisms may be as follows: 1 lack of thyroxine reduces erythropoietin and inhibits hematopoietic function.[11] 2 Anti-red blood cell antibodies can be produced in patients with hypothyroidism, which shortens their lifespan of red blood cells. This evidence concerns the gene EPO and hypothyroidism.