Deltamethrin (DM), a broad-spectrum insecticide, is widely used in the world. It can exert direct action on the central nervous system to produce neurotoxicity. Exposure to DM can lead to iron metabolism disorder, oxidative stress and learning and memory dysfunction. In our study, pregnant Wistar rats were randomly divided into four groups and gavaged at doses of 0, 1, 4 or 10 mg/kg/d DM from gestational day (GD) 0 to postnatal day (PND) 21. We used behavioral experiments and Nissl staining to observe the hippocampal development and learning and memory function of male offspring. In order to further confirm the regulation mechanisms of DM, we detected ferrous ion, oxidative stress, ferroptosis related proteins, phospholipase C (PL-C)/inositol triphosphate 3 receptor (IP