In this study, we analyzed the transcriptomic dataset GSE184336 of 231 gastric cancer patients, and the results showed that TGFβ1, TGFβ2 and TGFβ3 were highly expressed in cancer tissues, and western blot assays further confirmed the differences in TGFβ expression. This evidence concerns the gene TGFB3 and gastric cancer.