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Updated: Jun 23, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The interplay between birth weight and obesity in determining childhood and adolescent cardiometabolic risk
Sara Elizabeth Stinson1, Pauline Kromann Reim1, Morten Asp Vonsild Lund2
1Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Insights
Lower birth weight (BW) and a polygenic score for BW are linked to cardiometabolic risk in youth. Childhood obesity intensifies these associations, highlighting a need for targeted prevention strategies.
Area of Science:
- Pediatrics
- Genetics
- Metabolic Health
Background:
- Birth weight (BW) is a known risk factor for adult cardiometabolic disease (CMD).
- Childhood obesity may exacerbate the link between BW and future health risks.
- The role of genetic predisposition for BW in cardiometabolic risk requires further investigation.
Purpose of the Study:
- To investigate the association between birth weight (BW) and cardiometabolic risk in children and adolescents.
- To explore the association between a polygenic score (PGS) for BW and cardiometabolic risk.
- To determine if childhood obesity modifies these associations.
Main Methods:
- Cross-sectional study of 4263 children and adolescents (median age 11.7 years).
- Data collection included birth weight, anthropometrics, cardiometabolic risk factors, and plasma proteins.
- Analysis involved multiple linear regression and interaction analyses to assess the impact of childhood obesity.
Main Results:
- Both BW and a PGS for BW were associated with cardiometabolic risk and plasma protein levels.
- Childhood obesity significantly modified the association between BW and measures of insulin resistance (HOMA-IR, c-peptide) and blood pressure (SBP SDS).
- Associations between BW and 14 plasma proteins were also modified by childhood obesity.
Conclusions:
- Lower birth weight is linked to adverse metabolic phenotypes in youth, particularly insulin resistance and elevated blood pressure.
- These associations are more pronounced in children with obesity.
- Targeted prevention and treatment strategies are crucial for children with low BW and obesity to mitigate future CMD risk.
Background:
Birth weight (BW) is associated with risk of cardiometabolic disease (CMD) in adulthood, which may depend on the state of obesity, in particular if developed at a young age. We hypothesised that BW and a polygenic score (PGS) for BW were associated with cardiometabolic risk and related plasma protein levels in children and adolescents. We aimed to determine the modifying effect of childhood obesity on these associations.
Methods:
We used data from The cross-sectional HOLBAEK Study with 4263 participants (median [IQR] age, 11.7 [9.2, 14.3] years; 57.1% girls and 42.9% boys; 48.6% from an obesity clinic and 51.4% from a population-based group). We gathered information on BW and gestational age, anthropometrics, cardiometabolic risk factors, calculated a PGS for BW, and measured plasma proteins using Olink Inflammation and Cardiovascular II panels. We employed multiple linear regression to examine the associations with BW as a continuous variable and performed interaction analyses to assess the effect of childhood obesity on cardiometabolic risk and plasma protein levels.
Findings:
BW and a PGS for BW associated with cardiometabolic risk and plasma protein levels in childhood and adolescence. Childhood obesity modified the associations between BW and measures of insulin resistance, including HOMA-IR (βadj [95% CI per SD] for obesity: -0.12 [-0.15, -0.08]; normal weight: -0.04 [-0.08, 0.00]; Pinteraction = 0.004), c-peptide (obesity: -0.11 [-0.14, -0.08]; normal weight: -0.02 [-0.06, 0.02]; Pinteraction = 5.05E-04), and SBP SDS (obesity: -0.12 [-0.16, -0.08]; normal weight: -0.06 [-0.11, -0.01]; Pinteraction = 0.0479). Childhood obesity also modified the associations between BW and plasma levels of 14 proteins (e.g., IL15RA, MCP1, and XCL1; Pinteraction < 0.05).
Interpretation:
We identified associations between lower BW and adverse metabolic phenotypes, particularly insulin resistance, blood pressure, and altered plasma protein levels, which were more pronounced in children with obesity. Developing effective prevention and treatment strategies for this group is needed to reduce the risk of future CMD.
Funding:
Novo Nordisk Foundation (NNF15OC0016544, NNF0064142 to T.H., NNF15OC0016692 to T.H. and A.K., NNF18CC0033668 to S.E.S, NNF18SA0034956 to C.E.F., NNF20SA0067242 to DCA, NNF18CC0034900 to NNF CBMR), The Innovation Fund Denmark (0603-00484B to T.H.), The Danish Cardiovascular Academy (DCA) and the Danish Heart Foundation (HF) (PhD2021007-DCA to P.K.R, 18-R125-A8447-22088 (HF) and 21-R149-A10071-22193 (HF) to M.A.V.L., PhD2023009-HF to L.A.H), EU Horizon (668031, 847989, 825694, 964590 to A.K.), Innovative Health Initiative (101132901 for A.K.), A.P. Møller Foundation (19-L-0366 to T.H.), The Danish National Research Foundation, Steno Diabetes Center Sjælland, and The Region Zealand and Southern Denmark Health Scientific Research Foundation.
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