Esophageal cancer is one of the common malignant tumors with high incidence and poor prognosis. Angiogenesis-related pathways play an important role in the occurrence and development of esophageal cancer. Vascular endothelial growth factor (VEGF) is the main mediator of angiogenesis. In addition to promoting angiogenesis and maintaining the survival of neovascularization, VEGF can also directly act on esophageal cancer cells and promote the occurrence and development of tumors. This article reviews the biology of VEGF and its effect on blood vessels, the expression of VEGF in esophageal cancer cells and its influencing factors, the role of VEGF in esophageal cancer cells, the immunomodulatory activity of VEGF and the clinical study of VEGF inhibitors. The purpose of this study is to provide a basis for more rational use of VEGF inhibitors in the treatment of esophageal cancer.