Prrx1-expressing CAFs induced significant and consistent gene expressional changes in cancer cells; they increased gene expressions related to poor prognoses, such as EMT and metastasis, cancer stem cell phenotype, chemotherapy resistance, tumor cell proliferation, invasion, and glycolysis. The gene discussed is PRRX1; the disease is cancer.