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Published on: November 1, 2018
Derivation and validation of cystatin C-based prediction equations for GFR in children
Michael Zappitelli1, Paloma Parvex, Lawrence Joseph
1Department of Pediatrics, Montreal Children's Hospital, Quebec, H3H 1P3, Canada.
Insights
New equations using Cystatin C (CysC) provide accurate glomerular filtration rate (GFR) estimates in children, outperforming creatinine-based formulas, especially in transplant patients. These CysC GFR prediction equations offer improved accuracy for pediatric kidney function assessment.
Area of Science:
- Pediatric Nephrology
- Biomarker Research
- Clinical Chemistry
Background:
- Cystatin C (CysC) shows potential as a superior marker for glomerular filtration rate (GFR) compared to serum creatinine (SCr).
- Limited research exists on CysC-based GFR prediction equations specifically for pediatric populations.
- Existing GFR estimation methods in children require further validation and refinement.
Purpose of the Study:
- To derive novel CysC-based GFR prediction equations tailored for children.
- To compare the performance of these new equations against established GFR formulae.
- To assess the accuracy and precision of CysC versus SCr in estimating pediatric GFR.
Main Methods:
- Prospective study of pediatric patients (<18 years) undergoing iothalamate GFR (IoGFR) testing.
- Collected data included age, sex, CysC, SCr, IoGFR, height, weight, and diagnosis.
- Two new equations (CysEq, CysCrEq) were derived using linear regression and compared with three published formulae using Bland-Altman analysis.
Main Results:
- 111 GFR tests from 103 pediatric patients were analyzed.
- The derived CysEq and CysCrEq showed similar bias and precision to published formulae with local coefficients.
- The new CysC-based equations demonstrated reduced bias and improved precision in renal transplant and spina bifida patients.
- All CysC-based equations outperformed the Schwartz formula.
Conclusions:
- The study successfully developed two accurate, precise, and sensitive CysC-based GFR prediction equations for children.
- Three previously published CysC GFR prediction equations were validated.
- CysC-based GFR estimation is likely more accurate than SCr-based methods in the pediatric population.
Background:
Cystatin C (CysC) may be a better marker of glomerular filtration rate (GFR) than serum creatinine (SCr) level. Few studies derived CysC-based GFR prediction equations for children. Objectives of this study are to: (1) derive CysC-based GFR prediction equations for children, and (2) compare these equations with published formulae.
Methods:
Patients younger than 18 years undergoing iothalamate GFR (IoGFR) testing were studied prospectively. Data collected were age, sex, CysC level, SCr level, IoGFR, height, weight, and diagnosis. By using linear regression, 2 equations were derived and compared with 3 previously published formulae by using Bland-Altman analysis and diagnostic characteristics. Local coefficients were derived for comparison formulae.
Results:
There were 111 GFR tests from 103 patients (age, 12.7 +/- 4.7 years; IoGFR, 73.6 +/- 35.7 mL/min/1.73 m(2) [1.23 +/- 0.60 mL/s/1.73 m(2)]; 60% male; and 25% post-renal transplantation). The 2 equations derived were the CysEq (including CysC level) and the CysCrEq (including CysC and SCr levels). Overall, the 2 new equations had bias and precision similar to previously published formulae when local coefficients were used. However, in patients with a renal transplant or spina bifida, the 2 new equations were less biased and more precise. All CysC-based equations performed better than the Schwartz formula.
Conclusion:
This study provides 2 CysC-based GFR prediction equations that are accurate, precise, and sensitive for detecting abnormal GFRs. Three previously published CysC GFR prediction equations have been validated for the first time. Prediction equations based on CysC level are likely to provide more accurate estimates of GFR than SCr-based equations.
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