GCG and cancer: KEGG enrichment analysis demonstrated significant associations between the identified GRDEGs and several critical metabolic pathways, notably the glucagon signaling pathway, Glycolysis/Gluconeogenesis, Carbon metabolism, AMPK signaling circuit, and Central carbon metabolism in cancer.