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Modification of the Schwartz equations for children increases their accuracy at eGFR > 60 mL/min/1.73 m(2)
Katarzyna Zachwieja1, Przemysław Korohoda2, Joanna Kwinta-Rybicka3
1a Department of Pediatric Nephrology , Jagiellonian University Medical College , Kraków , Poland ;
Insights
Modified Schwartz equations improve estimated glomerular filtration rate (eGFR) calculations in children with normal kidney function. The 3-marker equation offers superior accuracy for pediatric eGFR estimation.
Area of Science:
- Pediatric Nephrology
- Renal Function Assessment
- Biomarker Analysis
Background:
- Schwartz equations are commonly used for estimating glomerular filtration rate (eGFR) in children.
- Existing Schwartz equations tend to underestimate true GFR in children with normal kidney function.
Purpose of the Study:
- To modify and evaluate the accuracy of Schwartz equations for estimating GFR in children.
- To compare the performance of modified creatinine-based and 3-marker-based equations.
Main Methods:
- Modification of three Schwartz equations: two creatinine-based (eGFRScrBS, eGFRScr) and one 3-marker based (eGFRS3M).
- Validation using iohexol plasma clearance as the reference method in 353 children (>2 years).
- Assessment of relative error (RE) and root mean square relative error (RMSRE) for all equations.
Main Results:
- Modified equations significantly improved eGFR accuracy, especially for GFR > 60 ml/min/1.73m².
- Relative error reduced substantially: eGFRScr (25.9% to 3.9%), eGFRScrBS (19% to 3.9%), and eGFRS3M (11.6% to 2.0%).
- Root mean square relative error also showed improvement across all modified equations.
Conclusions:
- Modifications enhance the accuracy of Schwartz equations for pediatric eGFR estimation in normal kidney function ranges.
- The 3-marker (creatinine, urea, cystatin C) equation demonstrates superior accuracy and is recommended for frequent use.
Aim:
Estimation of eGFR in children with normal kidney function using the Schwartz equations results in underestimating real GFR.
Materials And Methods:
We propose modification of three Schwartz equations - two based on creatinine concentration (eGFRScrBS bedside) and (eGFRScr) and one 3-marker based on creatinine, urea and cystatin C concentrations (eGFRS3M). The iohexol test (reference method) was performed 417 times in 353 children >2 years with mean GFR: 98 ± 31.6 ml/min/1.73m(2). The assessment included also the Filler and Zappitelli equations. The modification was performed using methods: (1) based on equation, eGFRcor = a [eGFR - T] + T, where T = 50, if eGFR > T, and a equals for: eGFRScrBS 1.4043, for eGFRScr 2.0048, for eGFRS3M 1.2951, and (2) based on correction of all coefficients of the original equation.
Results:
For comparison of all the results and for children with GFR< 60, 60-90, 90-135 and > 135 ml/min/1.73m(2) the correlation coefficient, relative error (RE) and root mean square relative error (RMSRE) was employed and revealed improvement of RE from 25.9 to 6.8 and 3.9% (depending on the correction method) for eGFRScr; from 19 to 8.1 and 3.9% for eGFRScrBS and: from 11.6% to 2.0 and 2.3% for eGFRS3M (respectively). The RMSRE values changed from 30 to 21.3 and 19.8% for eGFRScr, from 25.1 to 21.6 and 19.8% for eGFRScrBS and from 19.1 to 15.8 and 15.3 % for eGFRS3M.
Conclusions:
Modifications of Schwartz equations at GFR > 60 ml/min/1.73m(2) significantly improves the accuracy of calculating eGFR. The 3-markers equation is more accurate and should be employed frequently.
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