Studies have shown that pre-mRNA splicing factor 1 homologs (ISY1) are upregulated at both the transcriptomic and proteomic levels in the initiation, progression, and tumor stages of HCC (Shaglouf et al., 2023). This evidence concerns the gene ISY1 and neoplasm.