In fully adjusted models, elevated TC (≥5.2 mmol/L), TG (≥1.7 mmol/L), LDL-C (≥3.4 mmol/L), and ApoB (≥1.2 g/L) levels were significantly associated with a lower hyperbilirubinemia risk. This evidence concerns the gene APOB and Hyperbilirubinemia.