By using integrated bioinformatics analyses, we identified miR-149 as an aberrantly downregulated miRNA in ESCC and RNF2 as a candidate target while DNMT3B as an upstream epigenetic regulator of it. Here, DNMT3B is linked to esophageal squamous cell carcinoma.