Modified erythropoietin polypeptides that include the mutation R131Q, and uses thereof are provided. Also provided are pharmaceutical compositions, including compositions formulated for oral administration, that contain the modified erythropoietin polypeptides and uses of the compositions to treat diseases and conditions treated by erythropoietin.