In addition, we also explored the signalling pathways affected by the downregulation of GRAMD4 in HCC tissues from TCGA database, and the results revealed that the E2F, ATR and VEGF pathways might play a role in the downregulation of GRAMD4 in HCC (Supporting information Figure S2A). The gene discussed is ATR; the disease is hepatocellular carcinoma.