Meanwhile, in this study, we observed a distinct distribution of serum metabolites in OSs compared to HCs, which was associated with carbon metabolism in cancer, the glucagon signaling pathway, and the citrate cycle (TCA cycle) pathways. The gene discussed is GCG; the disease is cancer.