All of these genes have not been linked to ESCC, therefore, to further determined whether they served as metabolic drivers in ESCC, we selected MGST3 and CYP8B1 for further biological investigations to verify our assumption. Here, MGST3 is linked to esophageal squamous cell carcinoma.