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Updated: Aug 20, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Relation between obesity-related comorbidities and kidney function estimation in children
Mark J C M van Dam1, Hans Pottel2, Anita C E Vreugdenhil3
1Centre for Overweight Adolescent and Children's Healthcare (COACH), Department of Pediatrics, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre +, Maastricht, The Netherlands. mark.van.dam@mumc.nl.
Insights
Childhood obesity increases chronic kidney disease risk. This study found correlations between obesity comorbidities and kidney function estimates, but results varied by equation. Rescaled serum creatinine (SCr/Q) may offer an alternative biomarker.
Area of Science:
- Pediatric Nephrology
- Obesity Medicine
- Biomarker Discovery
Background:
- Childhood obesity is a growing pandemic with potential long-term health consequences.
- Increased risk of chronic kidney disease (CKD) is a concern for obese children.
- Existing estimated glomerular filtration rate (eGFR) equations may introduce bias when assessing kidney function in obese children.
Purpose of the Study:
- To analyze correlations between obesity-related comorbidities and various eGFR equations in children.
- To investigate rescaled serum creatinine (SCr/Q) as a potential alternative biomarker for kidney function in this population.
Main Methods:
- Cross-sectional cohort study of 600 children with overweight/obesity (mean age 12.2 years).
- Comprehensive assessment including anthropometry, blood pressure, labs, body composition, and polysomnography.
- Comparison of multiple creatinine-based eGFR equations and evaluation of SCr/Q (rescaled for age/sex or height).
Main Results:
- SCr/Q and most eGFR estimations showed significant correlations with obesity indicators (waist-to-hip ratio, fat mass) and metabolic markers (insulin resistance, lipids, liver enzymes, uric acid).
- Correlations varied significantly across different eGFR equations, indicating mathematical form dependency.
- The consistency of correlations was not universal across all tested equations.
Conclusions:
- Correlations between obesity comorbidities and creatinine-based eGFR in children are equation-dependent.
- Rescaled serum creatinine (SCr/Q) shows promise as an alternative biomarker for assessing kidney function in overweight/obese children.
- Further research is needed to validate SCr/Q as a reliable kidney function biomarker in pediatric obesity.
Background:
The current childhood obesity pandemic is likely to result in an increased risk of chronic kidney disease (CKD) later in life. Correlations between obesity-related comorbidities and kidney function can be found, but it is unclear to what extent this is caused by bias due to different mathematical forms of the estimated glomerular filtration rate (eGFR) equations. The present study aimed to analyze correlations between obesity-related comorbidities and different eGFR equations and to investigate whether rescaled serum creatinine (SCr/Q) for sex and age or height might be an alternative biomarker for kidney function estimation.
Methods:
This cross-sectional cohort study included 600 children with overweight and obesity. Mean age was 12.20 ± 3.28 years, 53.5% were female, and mean BMI z-score was 3.31 ± 0.75. All children underwent a comprehensive assessment that included anthropometrical and blood pressure measurements, laboratory examination, air displacement plethysmography, and polysomnography. Qage and Qheight polynomials were used to rescale SCr and multiple creatinine-based eGFR equations were compared.
Results:
SCr/Q and almost all GFR estimations significantly correlated with a waist-to-hip ratio, fat mass, homeostasis model assessment for insulin resistance, and triacylglyceride, HDL cholesterol, alanine transaminase, and serum uric acid concentrations. Multiple correlations, however, were not confirmed by all equations, which suggests dependency on the mathematical form of the different eGFR equations.
Conclusions:
Correlations between obesity-related comorbidities and creatinine-based eGFR are present in children with overweight and obesity, but depend to a large extent on the eGFR equation of choice. SCr/Q might be an alternative biomarker for assessing correlations between obesity-related comorbidities and kidney function in children with overweight and obesity. A higher resolution version of the Graphical abstract is available as Supplementary information.
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