We analyzed the expression levels and gene mutation characteristics of 54 TSRGs in gastric cancer and classified gastric cancer patients into two distinct TGF-β subgroups based on the expression levels of the 54 TSRGs. Here, TGFB1 is linked to gastric cancer.