Notably, our study exposed a marked reduction in U1 snRNA expression across all three HCC cell lines, potentially owing to interactions between the last two nucleotides of the U1 Sm site with both SmD2 and SmF39. Here, SNRPD2 is linked to hepatocellular carcinoma.