MMP9 plays a crucial role in ICC invasion and metastasis, and its association with Gal-3 in tumor progression has been previously stated (Woulfe et al., 2017; Zile et al., 2019). The gene discussed is LGALS3; the disease is intrahepatic cholangiocarcinoma.