However, some studies suggest that the presence of thyroid auto-antibodies, such as anti-thyroglobulin and anti-thyroid peroxidase, prior to starting ICI therapy may be associated with higher risk of developing thyroid-related irEEs (67–69). The gene discussed is TPO; the disease is thyroiditis.