Akkermansia muciniphila modifies the association between metal exposure during pregnancy and depressive symptoms in late childhood.
Vishal MidyaKiran NagdeoJamil LaneLibni Torres-OlascoagaGabriela MartínezMegan HortonChris GenningsMartha Téllez-RojoRobert WrightManish AroraShoshannah EggersPublished in: Research square (2024)
Emerging research suggests that exposures to metals during pregnancy and gut microbiome (GM) disruptions are associated with depressive disorders in childhood. Akkermansia muciniphila , a GM bacteria, has been studied for its potential antidepressant effects. However, its role in the influence of prenatal metal exposures on depressive symptoms during childhood is unknown. Leveraging a well-characterized pediatric longitudinal birth cohort and its microbiome substudy (n=112) and using a state-of-the-art machine-learning model, we investigated whether the presence of A.muciniphila in GM of 9-11-year-olds modifies the associations between exposure to a specific group of metals (or metal-clique) during pregnancy and concurrent childhood depressive symptoms. Among children with no A.muciniphila , a metal-clique of Zinc-Chromium-Cobalt was strongly associated with increased depression score ( P <0.0001), whereas, for children with A.muciniphila , this same metal-clique was weakly associated with decreased depression score( P <0.4). Our analysis provides the first exploratory evidence hypothesizing A.muciniphila as a probiotic intervention attenuating the effect of prenatal metal-exposures-associated depressive disorders in late childhood.
Keyphrases
- depressive symptoms
- childhood cancer
- machine learning
- early life
- social support
- sleep quality
- young adults
- air pollution
- pregnant women
- randomized controlled trial
- bipolar disorder
- risk assessment
- major depressive disorder
- squamous cell carcinoma
- climate change
- human health
- physical activity
- stress induced
- atomic force microscopy
- mass spectrometry
- high resolution
- high speed