A strong association with family history of thyroid disease and a higher prevalence of anti-thyroid peroxidase (anti-TPO) antibody positivity further supports the role of underlying genetic and autoimmune mechanisms in the manifestation of thyroid dysfunction among women with GDM. The gene discussed is TPO; the disease is thyroiditis.