We identified 11 genes (SCARA5, PLP1, MYOM1, ADH1B, NKAPL, SYNE1, PEG3, USP2, PCDH9, SLC5A7 and HMGCLL1) which are consistently downregulated in all the 18 cancer types compared to normal tissue. Here, SCARA5 is linked to cancer.