(A) Different metabolic processes between long and short survival. (B) Differentially expressed genes determined by Lasso-Cox. (C) Coefficients of five genes selected by Lasso-Cox. (D) A novel risk score calculated based on coefficients and the CGGA database and validated in the TCGA database.