Overall, the novelty of our research lies in our integration of bioinformatics analysis, cell biology and clinical pathology evidence, and we proposed the mechanism of GC cell-CXCL12-CAFs-EMT in gastric cancer. Here, CXCL12 is linked to gastric cancer.