Functionally, lncMMPA not only polarized M2 macrophages but also acted as a microRNA sponge, interacting with miR-548s and increasing ALDH1A3 mRNA levels, thereby promoting glucose metabolism and cell proliferation in HCC. Here, ALDH1A3 is linked to hepatocellular carcinoma.