The study concluded that Antibodies against GnRH are more common in patients with diabetes mellitus compared with healthy controls. IgM antibodies are associated with lower body mass index and IgG antibodies are associated with autonomic neuropathy. This evidence concerns the gene GNRH1 and diabetes mellitus.