A recent study demonstrated that targeting tumor cell-intrinsic CTRP6 with a biomimetic codelivery system synergistically enhanced ferroptosis and immune activation, thereby improving the efficacy of anti-PD-L1 immunotherapy in lung cancer [20]. The gene discussed is CD274; the disease is lung carcinoma.