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The hypothalamus and hippocampus are sensitive to early exposure to endocrine disrupting chemicals (EDCs). Two EDCs that have raised particular concerns are bisphenol A (BPA), a widely prevalent chemical in many common household items, and genistein (GEN), a phyto‐oestrogen present in soy and other plants. We hypothesised that early exposure to BPA or GEN may lead to permanent effects on gene expression profiles for both coding RNAs (mRNAs) and microRNAs (miRs), which can affect the translation of mRNAs. Such EDC‐induced biomolecular changes may affect behavioural and metabolic patterns. California mice (Peromyscus californicus) male and female offspring were developmentally exposed via the maternal diet to BPA (5 mg kg‐1 feed weight low dose [LD] and 50 mg kg‐1 feed weight upper dose [UD]), GEN (250 mg kg‐1 feed weight) or a phyto‐oestrogen‐free diet (AIN) control. Behavioural and metabolic tests were performed at 180 days of age. A quantitative polymerase chain reacttion analysis was performed for candidate mRNAs and miRs in the hypothalamus and hippocampus. LD BPA and GEN exposed California mice offspring showed socio‐communication impairments. Hypothalamic Avp, Esr1, Kiss1 and Lepr were increased in LD BPA offspring. miR‐153 was elevated but miR‐181a was reduced in LD BPA offspring. miR‐9 and miR‐153 were increased in the hippocampi of LD BPA offspring, whereas GEN decreased hippocampal miR‐7a and miR‐153 expression. Correlation analyses revealed neural expression of miR‐153 and miR‐181a was associated with socio‐communication deficits in LD BPA individuals. The findings reveal a cause for concern such that developmental exposure of BPA or GEN in California mice (and potentially by translation in humans) can lead to long standing neurobehavioural consequences. [ABSTRACT FROM AUTHOR]