Interestingly, the levels of autophagy-related genes were positively associated with group 1 tumor tissues (Figure 5B, PRKAA1 up-regulated patients), but negatively associated with group 2 tumor tissues (Figure 5B, PRKAA1 down-regulated patients). This evidence concerns the gene PRKAA1 and neoplasm.