Both IgG1-G0F and CD163+ macrophage in tumor foci were shown to link to an early cholangiocarcinoma recurrence in a univariate but not a multivariate Cox regression model (Table 4), suggesting that these two factors were tightly correlated. This evidence concerns the gene CD163 and cholangiocarcinoma.