AFP and vascular neoplasm: Univariate and multivariate Cox regression analyses were conducted on the TCGA discovery and the ICGC validation cohorts to evaluate the 10-gene signature-defined risk group as well as clinicopathological variables such as age, gender, BMI, AFP, inflammation, residual tumor, vascular tumor invasion, tumor grade, tumor stage, and TMB as independent prognosis predictors.