This review comprehensively summarizes the structural features, signaling pathways, and gene regulatory functions of PXR, as well as its role in metabolic diseases and cancer, providing insights into its therapeutic potential and future drug development challenges. The gene discussed is NR1I2; the disease is Other metabolic disease.