The Associations of Maternal Health Characteristics, Newborn Metabolite Concentrations, and Child Body Mass Index among US Children in the ECHO Program.
Brittney M DonovanTebeb GebretsadikNina B RohrigPingsheng WuWilliam D DupontDana M DabeleaRebecca C FrySusan V LynchCindy T McEvoyNigel S PanethKelli K RyckmanJames E GernTina V Hartertnull On Behalf Of Program Collaborators For Environmental Influences On Child Health OutcomesPublished in: Metabolites (2023)
We aimed first to assess associations between maternal health characteristics and newborn metabolite concentrations and second to assess associations between metabolites associated with maternal health characteristics and child body mass index (BMI). This study included 3492 infants enrolled in three birth cohorts with linked newborn screening metabolic data. Maternal health characteristics were ascertained from questionnaires, birth certificates, and medical records. Child BMI was ascertained from medical records and study visits. We used multivariate analysis of variance, followed by multivariable linear/proportional odds regression, to determine maternal health characteristic-newborn metabolite associations. Significant associations were found in discovery and replication cohorts of higher pre-pregnancy BMI with increased C0 and higher maternal age at delivery with increased C2 (C0: discovery: aβ 0.05 [95% CI 0.03, 0.07]; replication: aβ 0.04 [95% CI 0.006, 0.06]; C2: discovery: aβ 0.04 [95% CI 0.003, 0.08]; replication: aβ 0.04 [95% CI 0.02, 0.07]). Social Vulnerability Index, insurance, and residence were also associated with metabolite concentrations in a discovery cohort. Associations between metabolites associated with maternal health characteristics and child BMI were modified from 1-3 years (interaction: p < 0.05). These findings may provide insights on potential biologic pathways through which maternal health characteristics may impact fetal metabolic programming and child growth patterns.
Keyphrases
- mental health
- body mass index
- healthcare
- public health
- birth weight
- pregnancy outcomes
- weight gain
- small molecule
- health information
- gestational age
- health promotion
- pregnant women
- high throughput
- electronic health record
- human health
- magnetic resonance imaging
- climate change
- preterm birth
- magnetic resonance
- social media
- deep learning
- machine learning