The significant increase in CD8 T cell and NK cell infiltration reflects an enhanced anti‐tumor immune response, underscoring the relevance of immune infiltration levels and gene expression in predicting outcomes for CCA patients. Here, CD8A is linked to cholangiocarcinoma.