In this study, we used transcriptome data of our hospital and TCGA-ESCC database to screen out two ESCC-related m6A RNA methylation regulators through machine learning: YTHDF1 and HNRNPC. This evidence concerns the gene HNRNPC and esophageal squamous cell carcinoma.