For exosomes derived from TAM, lncMMPA can be transferred to HCC cells to stabilize ALDH1A3, activate the aerobic glucose degradation pathway, lead to metabolic reprogramming of the miR548/ALDH1A3 pathway, and promote tumor proliferation (Xu et al., 2022). The gene discussed is ALDH1A3; the disease is hepatocellular carcinoma.