In addition, we could verify the association between HDL-C and TC with thyroid cancer through current research, but we cannot verify the impact of other biomarkers (such as Apo B and Apo B/Apo A1 ratio) on the studied association. The gene discussed is APOB; the disease is thyroid cancer.