Furthermore, IRS1 knockdown (siIRS1) CCA cell lines were used to assess cellular function related to cell proliferation, migration, invasion, cell cycle arrest, stemness, and oxidative stress resistance properties. Here, IRS1 is linked to cholangiocarcinoma.