The mechanistic study found that depletion of RRP15 induced senescence and metabolically shifted glycolytic pentose-phosphate to mitochondrial oxidative phosphorylation, highlighting RRP15 as a promising target for treating HCC. This evidence concerns the gene RRP15 and hepatocellular carcinoma.