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Although increased maternal androgens, such as those in polycystic ovary syndrome (PCOS), are associated with a higher incidence of autism spectrum disorder (ASD) in offspring, a causal link has yet to be established. We assessed whether perinatal hyperandrogenization in a murine model recapitulates core ASD traits and compared this model to the maternal immune activation (MIA) model of ASD. Both models produced ASD-like phenotypes, yet they exhibited distinct behavioral subtypes and neurodevelopmental trajectories. Hyperandrogenized offspring showed greater reductions in social communication (neonatal USVs, d = 0.633-0.773; juvenile USVs, d = 1.103-1.216; social preference, d = 0.715), whereas only MIA offspring showed increased repetitive behaviors (d = 0.599). Ex vivo magnetic resonance imaging revealed volume increases in specific cortical regions in both models, with MIA additionally showing absolute cingulate cortex enlargement, and hyperandrogenized mice displaying focal increases in sexually dimorphic regions, despite a 36% reduction in overall brain volume (FDR 10%). Placentas from both groups showed reduced LIX (CXCL5), but distinct immune shifts also emerged: MIA placentas exhibited elevated IL-4 and IL-1β, whereas hyperandrogenized placentas showed increased TNFα. In neonatal brains, both conditions were associated with reduced IL-2, with MIA additionally decreasing IL-17A and IL-12p70, suggesting suppression of Th1/Th17-type cytokine signaling that normally supports proinflammatory and immune-neural interactions. DRD2 and BDNF protein were upregulated in hyperandrogenized fetal brains but downregulated with MIA. These results suggest that hyperandrogenization and MIA act through distinct mechanisms, producing subtle neurodevelopmental and behavioral differences consistent with human ASD subtypes.