USP54 and neoplasm: Lastly, in the young.tumor versus old.tumor contrast, we identified five DEGs (ZIC2, ZIC5, ZNF439, USP54, and C2); this contrast may reflect differences in intrinsic tumor properties between tumors from the two age cohorts.