In multivariable analysis, suspicious EU-TIRADS classification, family history of thyroid cancer, intranodular vascularity, PLR-to-PDW ratio, and thyroid hormone sensitivity indices remained independent predictors of malignancy. The gene discussed is TG; the disease is thyroid cancer.