Collectively, our findings reveal distinctmolecular characteristics of IDH mutant cholangiocarcinoma,offering insights and valuable multi-omics data as a springboard for future basicand translational research into this deadly disease. The gene discussed is IDH2; the disease is cholangiocarcinoma.