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Although the causes and neural correlates of SPD remain poorly understood, prenatal influences should be considered, as the prenatal environment is strongly implicated in the progression of neurodevelopmental disorders. One factor hypothesized to promote SPD is perinatal Western\u2010style diet (WSD) exposure. This study explored the effects of perinatal WSD exposure on the proposed neural correlates of SPD in Japanese macaques. Functional connectivity between sensory and emotional processing areas was assessed at 4\u2009months of age using resting\u2010state functional magnetic resonance imaging (rs\u2010fMRI). A machine learning model successfully predicted perinatal diet group based on functional connectivity strengths, indicating that differences in sensory connectivity exist between diet groups. Intra\u2010somatomotor, visual\u2010auditory, somatomotor\u2010auditory, somatomotor\u2010visual, and intra\u2010visual network connections demonstrated the greatest differences between groups, with primary motor cortex connectivity being the most impacted. Connections to the amygdala were not major contributors to accurate model performance, but amygdala connectivity, especially to the somatomotor network, may still be a weak driver of model performance. These findings suggest that a proposed predictor of SPD, perinatal WSD exposure, impacts the functional connectivity of sensory processing areas relevant in SPD during early infancy.<\/jats:p>","DOI":"10.14814\/phy2.70674","type":"journal-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T07:12:44Z","timestamp":1764745964000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Perinatal Western\u2010style diet exposure associated with altered sensory functional connectivity in infant Japanese macaques"],"prefix":"10.14814","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3315-0438","authenticated-orcid":false,"given":"Samantha","family":"Papadakis","sequence":"first","affiliation":[{"name":"Department of Behavioral Neuroscience Oregon Health &amp; Science University  Portland Oregon USA"},{"name":"Department of Psychiatry Oregon Health &amp; Science University  Portland Oregon USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Feczko","sequence":"additional","affiliation":[{"name":"Department of Pediatrics University of Minnesota Medical School  Minneapolis Minnesota USA"},{"name":"Masonic Institute for the Developing Brain University of Minnesota Medical School  Minneapolis Minnesota USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julian S. 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