In this work, based on the GSE62254 dataset firstly, the EMT-subtype GC owning the shortest OS and DFS was observed in which RHOJ was upregulated significantly compared with the other three GC subtypes of ACRG and had a close relationship with the EMT of GC. This evidence concerns the gene RHOJ and gastric cancer.