The present invention is related to a molecule capable of inhibiting signaling between SDF-1 and CXCR4 and/or CXCR7, wherein the molecule is for use in a method of modulating the number and/or the spatial distribution of tumor-infiltrating leukocytes in a tumor and/or metastases.