KEGG analysis demonstrated significant enrichment in AGE-RAGE signaling, TNF-mediated inflammation, and lipid-atherosclerosis pathways, while GAD mapping indicated associations with type 2 diabetes and atherosclerosis. The gene discussed is GAD1; the disease is type 2 diabetes mellitus.