This study elucidates a novel correlative association between gestational diabetes mellitus (GDM) and maternal behavioral deficits, accompanied by altered FBN1 gene expression, elevated TNF-α, and disrupted serotonin signaling in the prefrontal cortex (PFC). This evidence concerns the gene TNF and gestational diabetes.