Prolonged blood circulation, high tumoritropic accumulation, proactive recruitment capacity from CCL2/CCR2, and α4/VCAM‐1 active targeting property were achieved by QE‐loaded BS‐NPs@MφCM NPs, resulting in the inhibition of lung metastasis of breast cancer. This evidence concerns the gene CCL2 and breast cancer.