When stratified by gender, there was no significant correlation between genotypes of TLR4 rs1927914 and the esophageal cancer risk among males and females (OR = 0.67, 95% CI [0.41–1.09]; OR = 0.31, 95% CI [0.09–1.11]). This evidence concerns the gene TLR4 and esophageal cancer.