As mentioned under the headings “Molecular characteristics in OCCCs related to anti-oxidative pathway” and “Oxidative stress and cancer stemness of OCCC,” molecules conferring oxidative stress resistance, including HNF1B, SOD2, and RDH10, are deeply implicated in therapeutic refractivity. The gene discussed is RDH10; the disease is cancer.