In this study, the process involving bioinformatics analysis, phenotype validation, and detailed mechanistic investigations allowed us to uncover the significant role of SNRPB in HCC progression and its intricate link to lipid metabolic pathways. The gene discussed is SNRPB; the disease is hepatocellular carcinoma.