To the best of our knowledge, this is the first study to reveal the anti-esophageal cancer mechanism of SFE and characterize the specific roles of SCD, CDH3, MAP2K3, and GADD45B in esophageal cancer cells. Here, SCD is linked to esophageal cancer.