Therefore, PD-1 and EOMES represent two independent exhaustion pathways in all three types of cholangiocarcinoma; and other T cell exhaustion markers [31] including LAG3, TIM3, TOX were thus investigated below. Here, HAVCR2 is linked to cholangiocarcinoma.