Pediatric growth patterns in youth‐onset type 2 diabetes mellitus: Implications for physiologically‐based pharmacokinetic models |
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Authors: | Chelsea M. Hosey Kelsee Halpin Valentina Shakhnovich Chengpeng Bi Brooke Sweeney Yun Yan J. Steven Leeder |
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Affiliation: | 1. Children’s Mercy Kansas City, Kansas City Missouri, USA ; 2. University of Missouri‐Kansas City School of Medicine, Kansas City Missouri, USA ; 3. University of Kansas Medical Center, Kansas City Kansas, USA ; 4. Center for Children’s Healthy Lifestyles & Nutrition, Kansas City Missouri, USA |
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Abstract: | An accurate understanding of the changes in height and weight of children with age is critical to the development of models predicting drug concentrations in children (i.e., physiologically‐based pharmacokinetic models). However, curves describing the growth of a typical population of children may not accurately characterize growth of children with various conditions, such as obesity. Therefore, to develop height and weight versus age growth curves for youth who were diagnosed with type 2 diabetes, we extracted data from electronic medical records. Robust nonlinear models were parameterized to the equations describing height and weight versus age as defined by the Centers for Disease Control and Prevention (CDC). CDC z‐scores were calculated using an internal program. The growth curves and z‐scores were compared to CDC norms. Youth with type 2 diabetes were increasingly heavier than CDC norms from early childhood. Except for a period around puberty, youth with type 2 diabetes were, on average, shorter than CDC norms, resulting in shorter average adult height. Deviations in growth were apparent in youth who develop type 2 diabetes; such deviations may be expected for other conditions as well, and disease‐specific growth curves should be considered during development of model‐informed drug development for pediatric conditions. Study Highlights - WHAT IS THE CURRENT KNOWLEDGE ON THE TOPIC?
The Centers for Disease Control and other agencies have developed growth curves that represent typical children, but they do not extend beyond the 97th percentile. The growth of many children with type 2 diabetes is therefore not represented by these curves. - WHAT QUESTION DID THIS STUDY ADDRESS?
How does the height and weight of children who are diagnosed with type 2 diabetes change with age relative to a population of typically developing children? - WHAT DOES THIS STUDY ADD TO OUR KNOWLEDGE?
Children who develop type 2 diabetes have growth patterns that deviate from the norm. - HOW MIGHT THIS CHANGE CLINICAL PHARMACOLOGY OR TRANSLATIONAL SCIENCE?
Given that physiologically‐based pharmacokinetic scaling factors, such as liver volume, are based on body surface area, which is, itself, derived from height and weight, disease‐specific growth curves should be considered for modeling and simulation of dosing for pediatric drug development and clinical applications. |
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