We also found that several of the downregulated genes including Ccl1, Ccl22, Cxcl13 or Ccr7 were associated with immunosuppression and decreased anti-tumour immunity [36–40] (Supplementary Fig. 3d, e). This evidence concerns the gene CCL1 and neoplasm.