PLOD1 and breast cancer: Subsequently, five differentially expressed MAGs (PLOD1, CKB, PYGB, AKR1B1, PDE5A) were finally used to construct a prognostic signature and survival analysis indicated that high MAGs risk scores were significantly related to the poor OS, DSS, and PFI of BC patients.