On univariate analysis, CCA subtypes, vascular invasion, and MLKL expression were associated with a shorter DFS (Table 1), and vascular invasion and MLKL expression were associated with a shorter OS (Supplementary Table S2). The gene discussed is MLKL; the disease is cholangiocarcinoma.