Here, lncMMPA, a myeloid-specific lncRNA, is released via exosomes from TAMs to tumor cells to stabilize ALDH1A3 and augment proliferation and aerobic glycolysis in HCC cells. Here, ALDH1A3 is linked to hepatocellular carcinoma.