Therefore, we hypothesized that in patients with unresectable HCC, ramucirumab as a second-line therapy after atezolizumab plus bevacizumab might be effective due to the VEGF-D elevation after atezolizumab plus bevacizumab treatment. This evidence concerns the gene VEGFD and hepatocellular carcinoma.