The inhibition of PKM2 by SHK@HA-MPDA led to the remodeling of the tumor immune microenvironment and reversing EMT by lactate abatement and the suppression of TGFβ signaling; the amount of cytotoxic effector CD8+ T cells was increased while the immunosuppressive MDSCs decreased. The gene discussed is PKM; the disease is neoplasm.