In addition, IRS1 increases expressions of NRF2 and its downstream (GPX2, GSTA1, IDH1, and PHGDH) as well as DNA repair pathways, resulting in oxidative stress resistance in CCA cells. This evidence concerns the gene NFE2L2 and cholangiocarcinoma.