Patients with hypothyroidism often present with abnormal blood lipid profiles, characterized by elevated levels of low-density lipoprotein cholesterol (LDL-C), TGs, and apolipoprotein B (ApoB) [98]. The gene discussed is APOB; the disease is hypothyroidism.