In this study, through DEGs analysis, functional enrichment analysis, survival analysis, clinical correlation analysis, ROC analysis and etc., it’s confirmed that FAP, INHBA and MFAP2 might have good diagnostic values for GC. This evidence concerns the gene MFAP2 and gastric cancer.