In the present study, we have performed the first GWAS of ESCC in the MHC region on the subjects from high risk area in northern China and found three important independent susceptibility loci containing three biologically interesting candidate genes, i.e., HLA-DQA1, TRIM27 and DPCR1. This evidence concerns the gene MUCL3 and esophageal squamous cell carcinoma.