PTGS1 is prostaglandin endoperoxide synthase 1 that activates the prostaglandin pathway, and through TNF alpha signaling, the immune system will be upregulated or downregulated and will cause inflammation in type 2 diabetes mellitus (16). The gene discussed is PTGS1; the disease is type 2 diabetes mellitus.