Our study found that the CAF markers FAP, CD10, and GPR77 were closely associated with the Mandard TRG; the more FAP, CD10, and GPR77 were expressed in CAF, the higher the Mandard TRG score, suggesting that all three labeled CAFs were associated with NCT resistance in gastric cancer. The gene discussed is C5AR2; the disease is gastric cancer.