Therefore, changes in ESR1 and SPP1 gene expression in liver cancer activated the HALLMARK ADIPOGENESIS, HALLMARK FATTY ACID METABOLISM, HALLMARK BILE ACID METABOLISM, HALLMARK XENOBIOTIC METABOLISM, and HALLMARK PEROXISOME pathways. This evidence concerns the gene SPP1 and liver cancer.