Meanwhile, we also found evidence of multiple MSRRS genes interacting with the PI3K/AKT pathway [70, 85–89], suggesting that PI3K/AKT signaling may be an important bridge for MSRRS genes to promote HCC progression and mediate HCC heterogeneity. This evidence concerns the gene AKT1 and hepatocellular carcinoma.