Newborn DNA methylation age differentiates long-term weight trajectory: The Boston Birth Cohort
Yaskolka Meir, A.; Wang, G.; Hong, X.; Wang, X.; Liang, L.
Show abstract
BackgroundGestational age (GEAA) estimated by newborn DNA methylation (GAmAge) is associated with maternal prenatal exposures and immediate birth outcomes. However, the association of GAmAge with long-term overweight or obesity (OWO) trajectories is yet to be determined. MethodsGAmAge was calculated for 831 children from a US predominantly urban, low-income, multi-ethnic birth cohort using Illumina EPIC array and cord-blood DNA samples. Repeated anthropometric measurements aligned with pediatric primary care schedule allowed us to calculate body-mass-index percentiles (BMIPCT) at specific age and to define long-term weight trajectories from birth to 18 years. ResultsFour BMIPCT trajectory groups described the long-term weight trajectories: stable (consistent OWO: "early OWO"; constant normal weight: "NW") or non-stable (OWO by year 1 of follow-up: "late OWO"; OWO by year 6 of follow-up: "NW to very late OWO") BMIPCT. were used GAmAge was a predictor of long-term obesity, differentiating between group with consistently high BMIPCT and group with normal BMIPCT patterns and groups with late OWO development. Such differentiation can be observed in the age periods of birth to 1year, 3years, 6years, 10years, and 14years (p<0.05 for all; multivariate models adjusted for GEAA, maternal smoking, delivery method, and childs sex). Birth weight was a mediator for the GAmAge effect on OWO status for specific groups at multiple age periods. ConclusionsGAmAge is associated with BMI trajectories from birth to age 18 years, independent of GEAA and birth weight. If further confirmed, GAmAge may serve as an early biomarker for future OWO risk.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Maternal obesity before pregnancy predicts offspring blood pressure at 18 years of age: A causal mediation analysis 95%
- Genetic and environmental effects on weight gain from young adulthood to old age and its association with body mass index at early young adulthood: an individual-based pooled analysis of 16 twin cohorts 94%
- A healthy childhood environment helps to combat inherited susceptibility to obesity 93%
Similar papers in this journal
- A compelling symmetry: The extended fetuses-at-risk perspective on modal, optimal and relative birthweight and gestational age 94%
- Both general- and central- obesity are causally associated with polycystic ovarian syndrome: Findings of a Mendelian randomization study 93%
- The association between caesarean section delivery and later life obesity in 21-24 year olds in an Urban South African birth cohort 93%
Similar papers in this journal
- Establishing the relationships between adiposity and reproductive factors: a multivariable Mendelian randomization analysis 93%
- Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomization using polygenic risk scores 93%
- Puberty Timing and Markers of Cardiovascular Structure and Function at 25 Years: A Prospective Cohort Study 92%
Similar papers in this journal
- Offspring cardiometabolic outcomes and postnatal growth trajectories after exposure to maternal SARS-CoV-2 infection 96%
- Polygenic risk of obesity and BMI trajectories over 36 years: a longitudinal study of adult Finnish twins 93%
- The Pediatric Obesity Microbiome and Metabolism Study (POMMS): Methods, Baseline Data, and Early Insights. 92%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.