“…More importantly, aerobic glycolysis is related to multiple key cell signaling pathways, including PI3K/Akt, mTOR, and AMPK, and tightly associated with various cellular activities, including cell proliferation and EMT. In our study, the AGI was derived from a model consisting of genes encoding glucose transporters (SLC2A1, SLC2A2), key enzymes of glucose metabolism (G6PD, LDHA), and several other genes related to glycolysis (GPC1, HMMR, PLOD2, GOT2, STC2) (48)(49)(50)(51)(52)(53)(54), thereby supporting the use of the AGI as a marker of aerobic glycolysis activity. Several important genes related to glucose metabolism including HK2, PFK, and PKM2 are missed in the model of AGI, which had been reported to be associated with poor prognosis of HCC (55)(56)(57).…”