We found that macrophages stimulated with the supernatant of cholangiocarcinoma cells expressed high levels of M2 markers, including CD163, CD206, ARG-1, and IL-10 (Fig. 5c, e and Supplementary Fig. 6b). Here, IL10 is linked to cholangiocarcinoma.