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Longitudinal changes in BMI z-scores among 45 414 2-4-year olds with severe obesity
David S Freedman1, Nancy F Butte2, Elsie M Taveras3
1a Division of Nutrition, Physical Activity and Obesity , Centers for Disease Control and Prevention , Atlanta , GA , USA.
Insights
Body Mass Index z-scores (BMIz) may inaccurately reflect changes in severely obese children. Alternative metrics like BMI as a percentage of the 95th percentile (%BMIp95) offer better insights into body size changes.
Area of Science:
- Pediatric Endocrinology
- Obesity Research
- Growth Monitoring
Background:
- Body Mass Index z-scores (BMIz) derived from CDC growth charts may not accurately represent BMI in severely obese children.
- Age-related shifts in BMIz parameters (L and S) can complicate longitudinal and intervention studies.
Purpose of the Study:
- To compare longitudinal changes in BMIz with BMI expressed as a percentage of the 95th percentile (%BMIp95) and a modified z-score.
- To evaluate the utility of different metrics for assessing body size changes in severely obese children.
Main Methods:
- Analysis of data from 45,414 children aged 2-4 years with severe obesity (%BMIp95 ≥ 120).
- Comparison of changes in BMIz, %BMIp95, and a modified z-score (log(BMI/M)/S) over time.
Main Results:
- Longitudinal changes in BMIz differed significantly from %BMIp95 and modified z-scores in severely obese children.
- In severely obese 2-year-old girls, mean BMIz decreased by 0.6 SD, while %BMIp95 and modified z-scores showed minimal changes.
- Some children exhibited BMIz decreases exceeding 1 SD despite increases in BMI, %BMIp95, and modified z-scores.
Conclusions:
- Observed BMIz changes in severely obese children may stem from transformation methods rather than actual body size alterations.
- Expressing BMI relative to the 95th percentile (%BMIp95) or using modified z-scores is recommended for this population.
Background:
BMI z-scores (BMIz) based on the Centers for Disease Control and Prevention (CDC) growth charts among children do not accurately characterise BMI levels among children with very high BMIs. These limitations may be particularly relevant in longitudinal and intervention studies, as the large changes in the L (normality) and S (dispersion) parameters with age can influence BMIz.
Aim:
To compare longitudinal changes in BMIz with BMI expressed as a percentage of the 95th percentile (%BMIp95) and a modified z-score calculated as log(BMI/M)/S.
Subjects And Methods:
A total of 45 414 2-4-year-olds with severe obesity (%BMIp95 ≥ 120).
Results:
Changes in very high BMIz levels differed from the other metrics. Among severely obese 2-year-old girls, for example, the mean BMIz decreased by 0.6 SD between examinations, but there were only small changes in BMIp95 and modified BMIz. Some 2-year-old girls had BMIz decreases of >1 SD, even though they had large increases in BMI, %BMIp95 and modified BMIz.
Conclusions:
Among children with severe obesity, BMIz changes may be due to differences in the transformations used to estimate levels of BMIz rather than to changes in body size. The BMIs of these children could be expressed relative to the 95th percentile or as modified z-scores.
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