Notably, several of these biomarker genes, including ADIPOR1 (which mediates increased AMP-activated protein kinase and PPARα ligand activity, thereby negatively regulating cancer cell progression, have been previously implicated in GC [26]. This evidence concerns the gene PPARA and cancer.