Notably, in HCC, macrophages demonstrate elevated expression levels of carbonic anhydrase XII (CA12), which is associated with the survival of M2-like macrophages in an acidic milieu, thereby facilitating HCC progression [100]. This evidence concerns the gene CA12 and hepatocellular carcinoma.