RNA sequencing analysis demonstrated that many genes (e.g., CCNE1 and CDK2) that regulate cell cycle progression were significantly decreased in the IRS1 knockdown CCA cell lines (Figure 6C). This evidence concerns the gene IRS1 and cholangiocarcinoma.