Specifically, ALDH3B2 via ITGB1 leads to an increase in the phosphorylation rate of ERK1/2, promoting tumor growth and the invasion and metastasis of CCA cells (Figure 2) [68]. Here, ITGB1 is linked to cholangiocarcinoma.