Esophageal cancer is a common malignant tumor of the digestive system, with the characteristics of high incidence and poor prognosis. Traditional treatment methods cannot bring long-term prognosis to patients, and postoperative recurrence and metastasis are also the main causes of treatment failure. With the continuous development of nanomedicine, nanoparticle drug delivery, as a new treatment method, has received extensive attention. The Fe3O4 magnetic nanoparticles due to its unique superparamagnetism and biocompatibility in the treatment of esophageal cancer research in a series of exciting progress has been made. In this paper, the Fe3O4 magnetic nanodrug delivery system for the treatment of esophageal cancer is reviewed.