Collectively, our basic data verified that HDAC7/β-catenin/c-Myc formed positive feedback loop to enhance ESCC cell proliferation, and oncoprotein HDAC7 could be stabilized by USP10. The gene discussed is HDAC7; the disease is esophageal squamous cell carcinoma.