For example, accumulation of CCR5+ myeloid-derived suppressor cells in a mouse model of melanoma is associated with local up-regulation of CCR5 ligands (CCL3/MIP-1α, CCL4/MIP-1β and CCL5/RANTES)23. This evidence concerns the gene CCL4 and melanoma.