Concurrently, lactate reshapes the tumor immune landscape through dual-phase macrophage polarization - suppressing M1 phagocytic activity via IL-6/ARG1/CCL5 downregulation while enhancing M2 pro-tumorigenic functions through CCL18 induction. Here, IL6 is linked to neoplasm.