RT-qPCR analysis demonstrated significant upregulation of ALYREF expression in Gallbladder Cancer (GBC) tissues relative to adjacent normal tissues (Fig. 4A), with corresponding elevation observed in NOZ and GBC-SD cell lines compared to HIBEpiCs (Fig. 4B). Here, ALYREF is linked to gallbladder cancer.