In our CCA cohort, we previously found that high numbers of intraepithelial CD8+ T cells, FOXP3+ Tregs, and high/moderate MHC I expression levels are correlated with better patient survival26,28. The gene discussed is FOXP3; the disease is cholangiocarcinoma.