In this study, we applied an RNA sequencing (RNA-seq) approach to identify RNF43 (i.e., verify a known marker) and PWWP2B (i.e., explore a novel marker) genes differentially expressed in gastric cancer and adjacent normal tissues from 34 patients. This evidence concerns the gene PWWP2B and gastric cancer.