It was found that CAFs upregulated the PGM2L1 in TNBC cells by secreting CSF3 under hypoxia, and then the enhanced glycolysis in tumor cells promoted progression and adapted to the hypoxic microenvironment. Here, PGM2L1 is linked to neoplasm.