Related to TIMER2.0 results, it is consistent with previous studies in which high GM-CSF is related to neutrophil infiltration in iCCA tissues (Sasaki et al., 2003), and GM-CSF promotes cytotoxic T cell activity against CCA cells (Panya et al., 2018). Here, CSF2 is linked to cholangiocarcinoma.