Finally, these genes were overlapped with the upregulated DEGs from the two GSE9782 datasets, resulting in 7 tumor stemness-related genes, including NONO, CBX3, SLC25A3, PTPRG, NPM1, HINT1, HNRNPA1 (Figure 8B). Here, PTPRG is linked to neoplasm.