The present invention relates to a method of identifying an increase in risk for type II Diabetes mellitus, venous thrombosis, or pulmonary embolism in a subject, wherein the presence of an amino acid exchange at position 286 from valine (Val) to alanine (Ala) in the EDG5 protein in a biological sample taken from the subject.