Functionally, HIF1A drives cancer progression by mediating hypoxia-induced autophagy, epithelial–mesenchymal transition (EMT), and metastasis, positioning it as an oncogenic driver in CCA [56]. The gene discussed is HIF1A; the disease is cancer.