We found that most genes with hazard ratio > 1 (GPRASP1, APLP1, ALPK3, SPTBN5, PCDHB14, LZTS3 and RGL2) have a higher expression in tumor tissues than normal tissues except LINGO1 and LZTS1 (Fig. 8). This evidence concerns the gene ALPK3 and neoplasm.