Additionally, a self-reinforcing circuit regulatory relationship among PKM2/HIF-1α/serine was identified within melanoma TAMs.<h4>Conclusions</h4>Our study reveals that the PKM2/HIF-1α axis upregulates glucose-serine metabolism to induce M2 polarization of TAMs and drive melanoma progression. The gene discussed is PKM; the disease is melanoma.