AKT1 and cholangiocarcinoma: In conclusion, our scRNA-seq analysis of tumor progression over time in the YAP/AKT CCA mouse model identified Tm4sf1high malignant cells as potential CSCs and observed dynamic TME during CCA tumorigenesis.