We noted that genes with their expression changes correlated with cancer grades are highly enriched among secreted or membrane proteins (P-value <0.05), which participate in multiple signaling pathways such as ErbB, FAS, NOD-like receptor, PPAR and Wnt signaling, as well as cell adhesion molecules (CAMs) and tight junctions. Here, PPARA is linked to cancer.