Our study establishes ADSCFGF21 as a multimodal therapy for diabetic wounds, synergizing stem cell-mediated tissue repair with FGF21's metabolic regulation. By activating the SIRT1/NRF2/GPX4 axis, ADSCFGF21 restores redox homeostasis and blocks ferroptosis. These findings provide a promising strategy for chronic wound management.