Single-cell level analysis revealed that the expression of C3 and C5 was highest in ANXA4+ CCA cells and hardly expressed in KRT19+ CCA cells, both of which were correlated with good prognosis in patients with CCA. The gene discussed is ANXA4; the disease is cholangiocarcinoma.