A strong and unexpected association emerged between AURKA and the Wnt modulator Rac GTPase‐activating protein 1 (RACGAP1) in a phenotype‐specific gastric cancer signaling network, that we validated by quantitative RT‐PCR in an independent, prospective cohort of gastric cancer patients. The gene discussed is AURKA; the disease is gastric cancer.