The present invention relates to chemically modified heparin for use in the treatment of sickle cell disease, with an antifactor II activity of less than 10 IU/mg, an antifactor Xa activity of less than 10 IU/mg and an average molecular weight (Mw) between about 6.5 and 9.5 kDa.