학술논문

Multi-omic brain and behavioral correlates of cell-free fetal DNA methylation in macaque maternal obesity models
Document Type
article
Source
Nature Communications. 13(1)
Subject
Reproductive Medicine
Biomedical and Clinical Sciences
Pediatric
Genetics
Obesity
Prevention
Brain Disorders
Neurosciences
Aetiology
2.1 Biological and endogenous factors
Reproductive health and childbirth
Good Health and Well Being
Animals
Biomarkers
Brain
Cell-Free Nucleic Acids
Cytokines
DNA
DNA Methylation
Epigenesis
Genetic
Female
Humans
Infant
Macaca mulatta
Obesity
Maternal
Pregnancy
Transcription Factors
Language
Abstract
Maternal obesity during pregnancy is associated with neurodevelopmental disorder (NDD) risk. We utilized integrative multi-omics to examine maternal obesity effects on offspring neurodevelopment in rhesus macaques by comparison to lean controls and two interventions. Differentially methylated regions (DMRs) from longitudinal maternal blood-derived cell-free fetal DNA (cffDNA) significantly overlapped with DMRs from infant brain. The DMRs were enriched for neurodevelopmental functions, methylation-sensitive developmental transcription factor motifs, and human NDD DMRs identified from brain and placenta. Brain and cffDNA methylation levels from a large region overlapping mir-663 correlated with maternal obesity, metabolic and immune markers, and infant behavior. A DUX4 hippocampal co-methylation network correlated with maternal obesity, infant behavior, infant hippocampal lipidomic and metabolomic profiles, and maternal blood measurements of DUX4 cffDNA methylation, cytokines, and metabolites. We conclude that in this model, maternal obesity was associated with changes in the infant brain and behavior, and these differences were detectable in pregnancy through integrative analyses of cffDNA methylation with immune and metabolic factors.