The NPs-αIL6R Ab-CD44 specifically modified the immune environment in primary tumor by inhibiting the infiltration of TAMs to form a tumor microenvironment unfavorable for metastasis and achieved a significant effect to inhibit the metastasis of breast cancer. Here, CD44 is linked to breast carcinoma.