However, the integration of our data with existing literature on the CASC2/miR-18a/SOCS5 axis provides a deeper understanding of the molecular mechanisms underpinning cholangiocarcinoma and highlights potential avenues for therapeutic intervention. This evidence concerns the gene SOCS5 and cholangiocarcinoma.