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Updated: Aug 9, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Cord Blood Plasma Metabolome-wide Associations With Height From Birth to Adolescence
Tingyi Cao1, Jiaxuan Zhao1, Xiumei Hong2
1Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Insights
Cord blood metabolites significantly predict children's height growth from birth to adolescence. Specific metabolite patterns are linked to attained height and growth trajectories, varying by age, sex, and weight status.
Area of Science:
- Metabolomics
- Pediatric Growth
- Developmental Biology
Background:
- The intrauterine metabolic environment impacts fetal development and lifelong health.
- Few birth cohort studies link cord metabolome to postnatal height across childhood.
- Cord metabolome reflects maternal and fetal metabolic states.
Purpose of the Study:
- Investigate associations between cord plasma metabolites and children's height from birth to adolescence.
- Analyze height as attained height and longitudinal trajectories.
- Explore how these associations differ by sex and overweight/obesity status.
Main Methods:
- Utilized data from the prospective Boston Birth Cohort.
- Analyzed cord plasma metabolites and longitudinal height measurements.
- Applied functional principal component analysis to height trajectories.
Main Results:
- Distinct cord metabolite types associated with attained height at different ages (early, middle, late childhood).
- Significant cord metabolite effects on height trajectories (FPC2) found in 27 females and 18 males.
- Metabolite associations with height varied by sex and overweight/obesity status, particularly in females.
Conclusions:
- Cord plasma metabolites are significantly associated with postnatal attained height and height trajectories in children.
- Findings elucidate metabolic pathways influencing fetal origins of height growth across developmental stages.
- Associations differ by sex and overweight/obesity status, highlighting personalized growth factors.
Abstract:
Although the maternal intrauterine metabolic environment has been recognized to have a profound impact on fetal growth and development with lifelong health implications, to our knowledge, there have been few large-scale birth cohort studies linking the cord metabolome (reflecting both the maternal and fetal metabolic state) with postnatal height measurements across the pediatric age range. Using data from the Boston Birth Cohort, an ongoing prospective birth cohort, this study investigated the association of cord plasma metabolites with children's height from birth to adolescence. Height was analyzed as attained height and longitudinal trajectories. Distinctive cord metabolite types were associated with attained height at different developmental windows: triacylglycerols [TAGs], diacylglycerols [DAGs], cholesterol ester [CEs], phospholipids, amino acids [AAs], acylcarnitines [ACs], and nucleotides in early (age 0-4 years) and middle (age 6-12 years) childhood; various metabolite types other than TAGs in later childhood (after age 14 years). Functional principal component analysis on children's repeated height measurements summarized two typical height trajectory components: loadings on first eigenfunction [FPC1] representing overall height by age, and loadings on second eigenfunction [FPC2] representing speed of pubertal height growth. Although only one cord metabolite was correlated with FPC1 after accounting for multiple testing, the study found 27 metabolites with significant overall effect on FPC2 among females and 18 among males. These metabolites were mostly phospholipids (including phosphatidylethanolamines [PEs], phosphatidylethanolamine plasmalogens [PE_Ps], phosphatidylcholines [PCs], lysophosphatidylethanolamines [LPEs], and lysophosphatidylcholines [LPCs]), AAs, and nucleotides. Their associations with height differed between overweight/obesity (OWO) and non-OWO children, especially among females. In this prospective study of US understudied urban, low-income, racially diverse children, we demonstrated that cord plasma metabolites were significantly associated with postnatal attained height at different age windows as well as height trajectories from birth to adolescence. We also revealed how these associations differed by children's sex and OWO status. Our findings help elucidate metabolic pathways underlying fetal origins of height growth across developmental stages. © 2023 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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