Based on that, 9 out of the identified 14 candidate genes (see Additional file 3) passed our criteria, i.e., showed a highly significant (i.e., p < 0.001) association with their gene expression in one or more tumor entities like PER1 and POLD1 (see Additional file 4). Here, PER1 is linked to neoplasm.