In summary, this study demonstrated that hippocampal neuron necroptosis activates microglia through the TLR4/MyD88 signaling pathway in PTX-induced cognitive impairment, promoting M1 polarization and neuroinflammation, while inhibiting necroptosis promotes M2 polarization and neuroprotection. The gene discussed is TLR4; the disease is Cognitive impairment.