Associations among rearing environment and the infant gut microbiome with early-life neurodevelopment and cognitive development in a nonhuman primate model (<i>Macaca mulatta</i>)
Early gut microbiome development may impact brain and behavioral development. Using a nonhuman primate model (<i>Macaca mulatta</i>), we investigated the association between social environments and the gut microbiome on infant neurodevelopment and cognitive function. Infant rhesus monkeys (<i>n</i> = 33) were either mother-peer-reared (MPR) or nursery-reared (NR). Neurodevelopmental outcomes, namely emotional responsivity, visual orientation, and motor maturity, were assessed with the Primate Neonatal Neurobehavioral Assessment (PNNA) at 14-30 days. Cognitive development was assessed through tasks evaluating infant reward association, cognitive flexibility, and impulsivity at 6-8 months. The fecal microbiome was quantified from rectal swabs via 16S rRNA sequencing. Factor analysis was used to identify "co-abundance factors" describing patterns of microbial composition. We used multiple linear regressions with AIC Model Selection and differential abundance analysis (<i>MaAsLin2</i>) to evaluate relationships between co-abundance factors, microbiome diversity, and neuro-/cognitive development outcomes. At 30 days of age, a gut microbiome co-abundance factor, or pattern, with high <i>Prevotella</i> and <i>Lactobacillus</i> (<i>β</i> = -0.88, <i>p</i> = 0.04, AIC Weight = 68%) and gut microbiome alpha diversity as measured by Shannon diversity (<i>β</i> = -1.33, <i>p</i> = 0.02, AIC Weight = 80%) were both negatively associated with infant emotional responsivity. At 30 days of age, being NR was also associated with lower emotional responsivity (Factor 1 model: <i>β</i> = -3.13, <i>p</i> < 0.01; Shannon diversity model: <i>β</i> = -3.77, <i>p</i> < 0.01). The infant gut microbiome, along with early-rearing environments, may shape domains of neuro-/cognitive development related to temperament.
Authors
- Kyle S. Wiley (ORCID: https://orcid.org/0000-0003-0233-9561)
- Jacob M. Allen (ORCID: https://orcid.org/0000-0001-9476-7605)
- Michael T. Bailey (ORCID: https://orcid.org/0000-0002-2222-3980)
- Katherine Daiy (ORCID: https://orcid.org/0000-0001-6569-7361)
- Amanda M. Dettmer (ORCID: https://orcid.org/0000-0003-1360-3567)
Institutions
- Nationwide Children's Hospital (US)
- University of Illinois Urbana-Champaign (US)
- The University of Texas at El Paso (US)
- Yale University (US)
- The Ohio State University (US)
Publication Details
- Journal
- Journal of Developmental Origins of Health and Disease
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1017/s2040174424000400
- Citations
- 1
- Primary Topic
- Gut microbiota and health
- Type
- article
- Field-Weighted Citation Impact
- 0.81
Funders
- Yale University
- NHLBI Division of Intramural Research