In the present comprehensive meta-analysis, we report that both CD68- and CD163-positive macrophages are significantly associated with poor prognosis, advanced histological grade, high Ki67 expression and negative hormonal receptor expression in early stage breast cancer. Here, NR4A1 is linked to breast carcinoma.