Five DEMGs (HNRNPA2B1, HNRNPC, IGF2BP1, METTL3 and RBM15B) were selected as the optimal DEMGs for predicting the prognosis of NSCLC by using LASSO regression model. The gene discussed is METTL3; the disease is non-small cell lung carcinoma.