In summary, our findings reveal that four of the identified characteristic genes (ADH1B, CCL27, ID4 and LRP4) are consistently downregulated in cSCC, and prior studies suggest their involvement in tumor proliferation, migration and invasion. This evidence concerns the gene ID4 and neoplasm.