Hallmark pathway analysis helped us find the biochemical processes and roles that fibroblasts may participate in the transformation from normal microenvironment to tumor microenvironment, for instance, from Hedgehog signaling in fibroblasts1 to Myc signaling in fibroblasts2 (Fig. 4d). This evidence concerns the gene MYC and neoplasm.