Firstly, leveraging a multi-omics approach that combines bulk RNA-seq, the scRNA‐seq and ST data, we discerned SNRPB as a key regulator with potential prognostic significance in HCC. This evidence concerns the gene SNRPB and hepatocellular carcinoma.