These findings indicate that TMEM161B‐AS1 plays a pivotal regulatory role in cell proliferation, invasion and glycolysis by manipulating miR‐23a‐3p/HIF1AN/glycolysis‐related enzyme pathway in ESCC. Here, TMEM161B is linked to esophageal squamous cell carcinoma.