GPX4 and triple-A syndrome: This study innovatively applied biomimetic nanovesicles loaded with PEBP1 mRNA to elucidate the crucial role of the NRF2/GPX4 axis in inhibiting ferroptosis in VSMCs and preventing the formation of AAA.