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Is there an age cutoff to apply adult formulas for GFR estimation in children?
Antonio Azzi1, Francois Cachat, Mohamed Faouzi
1Division of Pediatric Nephrology, Department of Pediatrics, Lausanne University Hospital, Rue Bugnon 46, 1011, Lausanne, Switzerland, Antonio.Azzi@mail.com.
Insights
Estimating glomerular filtration rate (eGFR) in children is complex. This study found that common formulas like MDRD, CKD-EPI, and CG are not accurate enough for pediatric use, even with age adjustments.
Area of Science:
- Pediatric Nephrology
- Renal Function Assessment
- Biomarker Validation
Background:
- Estimating glomerular filtration rate (eGFR) in pediatric populations presents unique challenges compared to adults.
- Existing eGFR formulas may lack precision across diverse age groups in children.
- Inulin clearance (iGFR) serves as a gold standard for GFR measurement.
Purpose of the Study:
- To determine precise age cutoffs for applying established eGFR formulas (MDRD, CKD-EPI, CG) in children.
- To evaluate the performance of the new Schwartz formula in pediatric populations.
- To assess the accuracy of these formulas against iGFR in different age groups.
Main Methods:
- Compared 503 inulin clearances (iGFRs) with estimated GFRs (eGFRs) in children aged 33 months to 18 years.
- Utilized circular binary segmentation to identify optimal age cutoffs for each formula based on bias analysis.
- Calculated formula bias (iGFR - eGFR) and validated accuracy at 30%.
Main Results:
- Optimal age cutoffs varied: MDRD (≥14.3 yrs), CKD-EPI (≥14.2 yrs), CG (≤10.8 yrs).
- Schwartz formula demonstrated best performance in younger children (≤10.9 yrs).
- Accuracies for all tested formulas fell below NKF KDOQI targets for pediatric validation.
Conclusions:
- MDRD and CKD-EPI formulas showed improved accuracy beyond age 14 years.
- CG and Schwartz formulas performed better below age 11 years.
- None of the evaluated eGFR formulas are currently validated for reliable GFR estimation in children and adolescents.
Background:
Estimation of glomerular filtration rate (eGFR) using a common formula for both adult and pediatric populations is challenging. Using inulin clearances (iGFRs), this study aims to investigate the existence of a precise age cutoff beyond which the Modification of Diet in Renal Disease (MDRD), the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI), or the Cockroft-Gault (CG) formulas, can be applied with acceptable precision. Performance of the new Schwartz formula according to age is also evaluated.
Method:
We compared 503 iGFRs for 503 children aged between 33 months and 18 years to eGFRs. To define the most precise age cutoff value for each formula, a circular binary segmentation method analyzing the formulas' bias values according to the children's ages was performed. Bias was defined by the difference between iGFRs and eGFRs. To validate the identified cutoff, 30% accuracy was calculated.
Results:
For MDRD, CKD-EPI and CG, the best age cutoff was ≥14.3, ≥14.2 and ≤10.8 years, respectively. The lowest mean bias and highest accuracy were -17.11 and 64.7% for MDRD, 27.4 and 51% for CKD-EPI, and 8.31 and 77.2% for CG. The Schwartz formula showed the best performance below the age of 10.9 years.
Conclusion:
For the MDRD and CKD-EPI formulas, the mean bias values decreased with increasing child age and these formulas were more accurate beyond an age cutoff of 14.3 and 14.2 years, respectively. For the CG and Schwartz formulas, the lowest mean bias values and the best accuracies were below an age cutoff of 10.8 and 10.9 years, respectively. Nevertheless, the accuracies of the formulas were still below the National Kidney Foundation Kidney Disease Outcomes Quality Initiative target to be validated in these age groups and, therefore, none of these formulas can be used to estimate GFR in children and adolescent populations.
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