To confirm the results obtained with GSEA analysis in tumor samples, we searched for the most relevant genes involved in the deregulated pathways described above, discovering that SERPINE, TNFAIP3, IRF1, PLAUR, IL6, ID2, and BMP2 were among the most recurrent genes. This evidence concerns the gene IRF1 and neoplasm.