<b>Conclusion:</b> This study identified <i>P.g</i>-induced neuroinflammation and cognitive decline via microglial ferroptosis and mitochondrial dysfunction, which were regulated by the NOX4/PPAR-α/PGC-1α pathway. Here, PPARA is linked to Mental deterioration.