Furthermore, consistent with previous research [17,26–28], the LASSO-selected features and multivariate logistic regression confirmed tumor diameter, AFP, GGT, and the differentiation grade as significant predictors of HCC MVI/Ki-67 dual positivity. The gene discussed is MKI67; the disease is hepatocellular carcinoma.