Related Experiment Video
Updated: May 13, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Disentangling the relationship between intrauterine exposures and offspring growth in mid-childhood
Kym-Mai Nguyen1, Roya Karimi2, Marc Vaudel2,3
1Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia. kymmai.nguyen1@uq.edu.au.
Insights
Birthweight causally influences childhood height, but not BMI, suggesting intrauterine factors primarily impact skeletal growth, not obesity risk. This Mendelian randomization study clarifies the causal links between pregnancy and child development.
Area of Science:
- Genetics
- Pediatrics
- Obstetrics
Background:
- Epidemiological studies link lower birthweight and adverse pregnancy events to later obesity and cardiometabolic disorders.
- The causal role of intrauterine factors in offspring's childhood anthropometry remains unclear, potentially confounded by genetics.
Purpose of the Study:
- To investigate the causal effects of adverse pregnancy conditions and birth outcomes on mid-childhood body mass index (BMI) and height.
- To differentiate maternal and offspring genetic influences on anthropometry using Mendelian randomization.
Main Methods:
- Two-sample Mendelian randomization (MR) was employed using large genome-wide association studies.
- Genetic variants associated with exposures like gestational diabetes, pre-eclampsia, and birthweight were identified.
- Maternal and offspring genetic components were partitioned using mother-offspring pairs from birth cohorts and UK Biobank.
Main Results:
- A causal effect of birthweight on mid-childhood height was observed (0.45 SD per SD increase), partly mediated by birth length and maternal height.
- The association between birthweight and mid-childhood BMI was mainly driven by genetic pleiotropy, not direct intrauterine effects.
- Pregnancy conditions (gestational diabetes, hypertension, pre-eclampsia) and placental factors showed no strong causal effect on offspring BMI or height.
Conclusions:
- Intrauterine exposures via common pregnancy complications are unlikely to be primary drivers of offspring's mid-childhood BMI or height.
- The causal link between birthweight and height, distinct from BMI, suggests intrauterine factors influencing birthweight are more related to skeletal growth.
- Genetic factors play a significant role in the relationship between birthweight and childhood BMI.
Background:
Conventional epidemiological studies have suggested that lower birthweight and adverse pregnancy events are associated with later life obesity and cardiometabolic disorders, suggesting that intrauterine factors may play an important role in the offspring's later life health. Nevertheless, it remains unclear whether the link between intrauterine factors and childhood anthropometry is causal or driven by confounding or genetic factors.
Methods:
We performed two-sample Mendelian randomization (MR) to assess whether adverse pregnancy-related conditions (gestational diabetes, gestational hypertension and pre-eclampsia) and birth outcomes (birthweight, gestational duration and placental weight) have a causal effect on mid-childhood (age 8-10) body mass index (BMI) and height. We selected independent genetic variants from the largest publicly available genome-wide association studies that were associated (P < 5 × 10- 8) with each of the exposures. We partitioned the genetic effect on mid-childhood BMI and height into maternal- and offspring-specific components using 26,301 genotyped mother-offspring pairs from three birth cohorts to account for the correlation between maternal and offspring genotype. The analyses were replicated in 3,885 mother-offspring pairs from the UK Biobank.
Results:
We found evidence for a causal effect of birthweight on mid-childhood height (βbirthweight-height = 0.45 standard deviation (SD) per SD change in birthweight, 95% CI = 0.33-0.57), which can partially be explained by birth length and maternal height, rather than strong mediation through intrauterine factors. Meanwhile, the relationship between birthweight and mid-childhood BMI (βbirthweight-BMI = 0.30 SD per SD change in birthweight, 95% CI = 0.21-0.40) was predominantly driven by genetic pleiotropy. Neither pregnancy-related conditions nor maternal intrauterine effect through gestational duration and placental weight showed no strong evidence of having a causal effect on offspring BMI or height in mid-childhood.
Conclusions:
Our study suggests that intrauterine exposures acting through gestational diabetes, gestational hypertension, preeclampsia, birthweight, gestational duration and placental weight are unlikely to be key drivers of offspring mid-childhood BMI or height. The causal relationship identified between birthweight and mid-childhood height but not with mid-childhood BMI suggests that the intrauterine environmental and genetic factors impacting birthweight may be predominantly related to skeletal growth.
More Related Videos
05:31Noninvasive Sampling of Mucosal Lining Fluid for the Quantification of In Vivo Upper Airway Immune-mediator Levels
Published on: August 7, 2017
05:44Concurrent Collection of Fetal Murine Brain and Serum to Assess Effects of Maternal Diet on Nutrition and Neurodevelopment in Neurofibromatosis Type 1
Published on: May 17, 2024
Related Concept Videos
Nature and Nurture
Teratogenicity
Behavioral Genetics and Its Designs
The primary methodologies used in behavior genetics include family studies, twin studies, and adoption studies, each providing unique...
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Gene-Environment Interactions
Pharmacokinetics in Pediatric Patients: Drug Metabolism