Hyperbilirubinemia was also negatively associated with TC (p < 0.0001), TGs (p < 0.0001), LDL-C (p = 0.0061), very LDL-C (VLDL-C; p = 0.0043), and apolipoprotein B (ApoB; p < 0.0001) levels, as well as the ApoB/apolipoprotein A1 (ApoA1) ratio (p = 0.0003). Here, APOB is linked to Hyperbilirubinemia.