Our work uncovers the USP20-GPX4 axis as a druggable linchpin of TKI resistance, revealing ferroptosis evasion as a metabolic vulnerability and proposing a new therapeutic paradigm for overcoming TKI tolerance in RCC and LC. The gene discussed is GPX4; the disease is laryngotracheoesophageal cleft.