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Updated: May 25, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Interpretation of body mass index in children with CKD
Tao Gao1, Mary B Leonard, Babette Zemel
1Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada.
Insights
Body mass index (BMI) adjusted for height-age better reflects lean mass and adiposity in children with chronic kidney disease (CKD). This validated approach improves body composition assessment in pediatric CKD patients.
Area of Science:
- Pediatric Nephrology
- Body Composition Analysis
- Growth and Development
Background:
- Clinical guidelines suggest using BMI-height-age-z for children with CKD to account for growth differences.
- This recommendation lacks validation in pediatric CKD populations.
- Accurate body composition assessment is crucial for managing children with CKD.
Purpose of the Study:
- To compare body composition (lean mass and adiposity) in children with CKD versus healthy children.
- To validate the use of BMI-height-age-z in reflecting body composition in pediatric CKD.
- To determine if BMI-height-age-z offers a more accurate assessment than BMI-age-z in CKD.
Main Methods:
- Cross-sectional study involving 143 children with CKD and 958 healthy children (ages 5-21).
- Dual-energy x-ray absorptiometry (DXA) used to measure fat mass (FM) and lean mass (LM).
- BMI-age-z and BMI-height-age-z calculated using CDC reference data.
Main Results:
- Children with CKD showed significantly different lean mass and adiposity Z-scores compared to healthy controls.
- Males with CKD had higher lean mass Z-scores across all stages.
- Females with severe CKD had significantly higher fat mass Z-scores.
- Expressing BMI relative to height-age improved the underestimation of relative lean mass and adiposity.
Conclusions:
- BMI-height-age-z accurately reflects relative lean mass and adiposity in children with CKD.
- This finding supports the use of BMI-height-age-z in clinical practice for pediatric CKD.
- The study validates a key recommendation for assessing body composition in this population.
Background And Objectives:
Clinical practice guidelines recommend that body mass index (BMI) in children with CKD be expressed relative to height-age (BMI-height-age-z) rather than chronologic age (BMI-age-z) to account for delayed growth and sexual maturation. This approach has not been validated. This study sought to (1) compare children who have CKD with healthy children regarding the relationships between BMI-age-z and each of relative lean mass (LM) and adiposity and (2) determine whether BMI-height-age-z reflects relative LM and adiposity in CKD in the same way that BMI-age-z does in healthy children.
Design, Setting, Participants, & Measurements:
In a cross-sectional study, dual-energy x-ray absorptiometry was used to assess whole-body fat mass (FM) and LM in 143 participants with CKD and 958 healthy participants (age, 5-21 years); FM and LM were expressed as sex-specific Z-scores relative to height (LM-height-z, FM-height-z), with healthy participants as the reference. BMI-age-z and BMI-height-age-z were determined using the 2000 Centers for Disease Control and Prevention reference data.
Results:
Compared with healthy children of the same sex, age, race, and BMI-age-z, LM-height-z was significantly higher in males with all CKD stages (by 0.41-0.43 SDs) and in females with mild to moderate CKD (by 0.38 SD); FM-height-z was significantly higher in both males (by 0.26 SD) and females (by 0.52 SD) with severe CKD. Underestimation of relative LM and adiposity was improved by expressing BMI relative to height-age.
Conclusions:
In children with CKD, BMI-height-age-z reflects relative LM and adiposity in the same way that BMI-age-z does in healthy children.
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