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Updated: Feb 24, 2026

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Cord blood DNA methylation and adiposity measures in early and mid-childhood
Jacob K Kresovich1,2, Yinan Zheng2, Andres Cardenas3
1Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL USA.
Insights
This study explored early-life DNA methylation in cord blood and its link to childhood adiposity. Novel CpG sites were found, but consistency across adiposity measures was limited.
Area of Science:
- Epigenetics
- Pediatric Health
- Metabolic Disease Research
Background:
- Childhood excess adiposity presents significant health challenges.
- Early identification of risk factors is crucial for prevention strategies.
- Epigenome-wide association studies (EWAS) offer insights into early-life predictors.
Purpose of the Study:
- To investigate the association between cord blood DNA methylation and childhood adiposity.
- To identify potential epigenetic markers for early adiposity risk.
- To prospectively examine methylation patterns in relation to body composition.
Main Methods:
- Genome-wide DNA methylation measured in cord blood from 478 children.
- Adiposity assessed using skinfold calipers and dual X-ray absorptiometry (DXA).
- Statistical models adjusted for multiple demographic and environmental factors.
Main Results:
- Four novel promoter-proximal CpG sites linked to early childhood adiposity ratios (SS:TR) in genes KPRP, SCL9A10, MYLK2, and PRLHR.
- One gene body CpG site in PPAPDC1A associated with early childhood adiposity (SS + TR).
- Additional associations found for MMP25, GFPT2, and long non-coding RNAs (LOC100049716, LOC102723493) with adiposity measures.
Conclusions:
- Novel CpG loci associated with childhood adiposity were identified.
- Limited consistency observed across different adiposity measures, especially DXA.
- Caution is advised when interpreting these epigenetic associations with adiposity.
Background:
Excess adiposity in childhood is associated with numerous adverse health outcomes. As this condition is difficult to treat once present, identification of risk early in life can help inform and implement strategies to prevent the onset of the condition. We performed an epigenome-wide association study to prospectively investigate the relationship between cord blood DNA methylation and adiposity measurements in childhood.
Methods:
We measured genome-wide DNA methylation from 478 children in cord blood and measured overall and central adiposity via skinfold caliper measurements in early (range 3.1-3.3 years) and mid-childhood (age range 7.3-8.3 years) and via dual X-ray absorptiometry (DXA) in mid-childhood. Final models were adjusted for maternal age at enrollment, pre-pregnancy body mass index, education, folate intake during pregnancy, smoking during pregnancy, and gestational weight gain, and child sex, race/ethnicity, current age, and cord blood cell composition.
Results:
We identified four promoter proximal CpG sites that were associated with adiposity as measured by subscapular (SS) and triceps (TR) ratio (SS:TR) in early childhood, in the genes KPRP, SCL9A10, MYLK2, and PRLHR. We additionally identified one gene body CpG site associated with early childhood SS + TR on PPAPDC1A; this site was nominally associated with SS + TR in mid-childhood. Higher methylation at one promoter proximal CpG site in MMP25 was also associated with SS:TR in mid-childhood. In regional analyses, methylation at an exonal region of GFPT2 was positively associated with SS:TR in early childhood. Finally, we identified regions of two long, non-coding RNAs which were associated with SS:TR (LOC100049716) and fat-free mass index (LOC102723493) in mid-childhood.
Conclusion:
This analysis identified novel CpG loci associated with adiposity outcomes. However, our results suggest little consistency across the various adiposity outcomes tested, particularly among the more accurate DXA measurements of body composition. We recommend using caution when interpreting these associations.
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