Furthermore, we then applied the Kaplan–Meier plotter website and discovered that CACNA1d, TNF, TGFBR1, PDGFC, GADD45B were significantly and oppositely related to the prognosis of GC (Fig. 5d–l). Here, TNF is linked to gastric cancer.