In particular, no prior studies have examined the association between specific bilirubin subtypes (total, direct, and indirect bilirubin) and thyroid cancer risk, nor have they applied these subtypes to composite indices such as the ALBI (Albumin-Bilirubin) and PALBI (Platelet-Albumin-Bilirubin) indices. The gene discussed is ALB; the disease is thyroid cancer.