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Updated: Aug 16, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Childhood adiposity, serum metabolites and breast density in young women
Joanne F Dorgan1, Heather J Baer2,3, Kimberly A Bertrand4
1Division of Cancer Epidemiology, Department of Epidemiology and Public Health, University of Maryland School of Medicine, 660 West Redwood St., Howard Hall, Room 102E, Baltimore, MD, 21201, USA. jdorgan@som.umaryland.edu.
Insights
Childhood adiposity is linked to lower breast density in young adulthood. Specific serum metabolites, X-16576 and X-24588, may mediate this protective effect, potentially influencing breast cancer risk.
Area of Science:
- Metabolomics
- Epidemiology
- Biomarkers
Background:
- Childhood adiposity is inversely associated with young adult breast density (%DBV and ADBV).
- This association may contribute to a protective effect against breast cancer.
- Identifying mediating metabolites is crucial for understanding this relationship.
Purpose of the Study:
- To identify serum metabolites in childhood that mediate the inverse association between childhood adiposity and young adult breast density.
Main Methods:
- Analyzed longitudinal data from 182 female participants (DISC and DISC06 Follow-Up Study).
- Assessed childhood adiposity using BMI z-scores and measured serum metabolites via untargeted metabolomics.
- Quantified breast density (%DBV and ADBV) using MRI and employed mediation analysis.
Main Results:
- Two unnamed metabolites, X-16576 and X-24588, were identified as potential mediators.
- X-16576 mediated 14% of the association with %DBV and 11% with ADBV.
- X-24588 mediated 7% of the association with ADBV; lysine, valine, and 7-methylguanine showed potential mediation for ADBV.
Conclusions:
- Identified specific metabolites (X-16576, X-24588) that may mediate the inverse link between childhood adiposity and breast density.
- Further large-scale longitudinal studies are necessary to confirm these findings and explore other biomarkers.
- Understanding these mediators could offer insights into breast cancer risk reduction strategies.
Background:
Childhood adiposity is inversely associated with young adult percent dense breast volume (%DBV) and absolute dense breast volume (ADBV), which could contribute to its protective effect for breast cancer later in life. The objective of this study was to identify metabolites in childhood serum that may mediate the inverse association between childhood adiposity and young adult breast density.
Methods:
Longitudinal data from 182 female participants in the Dietary Intervention Study in Children (DISC) and the DISC 2006 (DISC06) Follow-Up Study were analyzed. Childhood adiposity was assessed by anthropometry at the DISC visit with serum available that occurred closest to menarche and expressed as a body mass index (BMI) z-score. Serum metabolites were measured by untargeted metabolomics using ultra-high-performance liquid chromatography-tandem mass spectrometry. %DBV and ADBV were measured by magnetic resonance imaging at the DISC06 visit when participants were 25-29 years old. Robust mixed effects linear regression was used to identify serum metabolites associated with childhood BMI z-scores and breast density, and the R package mediation was used to quantify mediation.
Results:
Of the 115 metabolites associated with BMI z-scores (FDR < 0.20), 4 were significantly associated with %DBV and 6 with ADBV before, though not after, adjustment for multiple comparisons. Mediation analysis identified 2 unnamed metabolites, X-16576 and X-24588, as potential mediators of the inverse association between childhood adiposity and dense breast volume. X-16576 mediated 14% (95% confidence interval (CI) = 0.002, 0.46; P = 0.04) of the association of childhood adiposity with %DBV and 11% (95% CI = 0.01, 0.26; P = 0.02) of its association with ADBV. X-24588 also mediated 7% (95% CI = 0.001, 0.18; P = 0.05) of the association of childhood adiposity with ADBV. None of the other metabolites examined contributed to mediation of the childhood adiposity-%DBV association, though there was some support for contributions of lysine, valine and 7-methylguanine to mediation of the inverse association of childhood adiposity with ADBV.
Conclusions:
Additional large longitudinal studies are needed to identify metabolites and other biomarkers that mediate the inverse association of childhood adiposity with breast density and possibly breast cancer risk.
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