This review centers on SIRT1’s complex role in gastrointestinal tumors, especially esophageal cancer (EC), gastric cancer (GC), and colorectal cancer (CRC), highlighting its dual potential as both a tumor promoter and suppressor. The gene discussed is SIRT1; the disease is esophageal cancer.