A single-center cohort study including 1201 women who were screened at a median of 12 (11–14) weeks of pregnancy for thyroid disorders (TSH, free T4 and thyroid peroxidase antibodies (TPOAb)) and at 24–28 weeks for GDM with an oral glucose tolerance test. The gene discussed is TPO; the disease is gestational diabetes.