The results of the GSE103236 dataset showed that compared with primary GC, advanced GC with lymph node metastasis had high expression of TGFβ1 and high expression of M2c macrophage markers TLR1 and TLR8 (Fig. 3c). This evidence concerns the gene TLR8 and gastric cancer.