Gene Set Enrichment Analysis (GSEA) conducted on the commonly downregulated genes in responder models revealed a specific signature shared with other gastrointestinal tumors, such as cholangiocarcinoma, gastric cancer and colorectal adenoma, with REG4 identified as a hub gene (Fig. 4D, E). Here, REG4 is linked to cholangiocarcinoma.