TF and Alzheimer disease: This study reveals for the first time that TF-Gel exerts a multi-target neuroprotective effect by precisely regulating the TLR4/NF-κB/HIF-1α axis ferroptosis pathway, providing a new perspective for research into the mechanism and treatment of AD.