The pooled effect showed a statistically significant association between diabetes and increased levels of GnRH IgM antibodies compared with the control group (mean difference {MD} = 2.13, 95% CI = 0.25 to 4.02, p-value = 0.03). The gene discussed is GNRH1; the disease is diabetes mellitus.