Here, we concluded that METTL3 as an oncogene, promoted both proliferation and metastasis of ESCC by COL12A1/RAF/MEK/ERK/MAPK signaling pathway, suggesting that METTL3 may be a candidate prognostic biomarker for ESCC. Here, MAP2K7 is linked to esophageal squamous cell carcinoma.