Additional investigation using TIMER2.0 suggested anti-CCA functions of GM-CSF and GM-CSFRα as high GM-CSF and GM-CSFRα were associated with high neutrophil, DC, and CD8+ T cell infiltrations. Here, CSF2 is linked to cholangiocarcinoma.