Linc00976 knockdown in CCA cells increased ferroptosis-related events, including GSH depletion, increased MDA production, and elevated iron levels, along with low baseline GPX activities; miR-3202 silencing attenuated these effects (Fig. 5b–f). Here, CCDC26 is linked to cholangiocarcinoma.