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Evaluation of eGFR methods in a sub-Saharan African community-based pediatric population
Michael Abel Alao1, Olayinka Rasheed Ibrahim2, Adanze Onyenonachi Asinobi3
1College of Medicine, University of Ibadan, CW22+H4W, Queen Elizabeth I I Road, Agodi, Ibadan, 200285, Oyo, Nigeria. mikevikefountains@gmail.com.
Insights
The Chehade equation, combining cystatin C and creatinine, best estimates kidney function in African children with chronic kidney disease (CKD). Further validation is needed to confirm the most accurate eGFR equation for this population.
Area of Science:
- Pediatric Nephrology
- Biomarker Discovery
- Chronic Kidney Disease (CKD) Epidemiology
Background:
- Accurate assessment of estimated glomerular filtration rate (eGFR) is crucial for managing chronic kidney disease (CKD).
- Validation of eGFR equations using cystatin C is limited in African children with CKD.
- This study evaluates eGFR equations combining cystatin C and creatinine in this population.
Purpose of the Study:
- To assess the agreement of various eGFR equations using cystatin C and creatinine in African children with CKD.
- To identify the most accurate eGFR estimation equation for this demographic.
- To address the gap in validation of eGFR equations in African pediatric populations.
Main Methods:
- A community-based study involving 666 children aged 2-15 years with CKD.
- Serum cystatin C and creatinine levels were measured.
- Agreement with a reference equation (CKiD U25 creatinine-cystatin C) was evaluated using Bland-Altman plots, ROC curves, and Lin's CCC.
Main Results:
- CKD prevalence was 11.6% in the study population.
- The Chehade equation, utilizing both biomarkers, showed the best agreement with the reference standard.
- Equations combining creatinine and cystatin C (Chehade, Schwartz, Full Age Spectrum) demonstrated strong positive correlation, while the Bouvet equation showed weak correlation.
Conclusions:
- The Chehade, CKiD Under 25 creatinine-based, and Full Age Spectrum equations show potential for diagnosing CKD in African children.
- Measured GFR is essential for definitive identification of the most accurate eGFR equation in this population.
- Further research is warranted to optimize eGFR assessment in African children with CKD.
Background:
Accurate assessment of the estimated glomerular filtration rate (eGFR) plays a pivotal role in the early detection, management, and optimal medication dosing for chronic kidney disease (CKD). However, validation of eGFR, utilizing cystatin C-based equations, is limited in African children and adolescents with CKD. We evaluate the agreement of eGFR equations incorporating both cystatin C and creatinine in this specific population.
Methods:
This community-based study assessed CKD in children (2-15 years) using cystatin C and serum creatinine. eGFR agreement with the reference was evaluated with Bland-Altman plots, ROC curves, and Lin's CCC, using the Under-25 serum creatinine-cystatin C equation as the reference standard. Pairwise ROC comparisons assess the statistical differences in estimation equation agreement.
Results:
Among 666 children (mean age, 7.8 ± 3.8 years; 48.6% male), CKD prevalence was 11.6% (95% CI, 9.2-14.2%). Notably, the Chehade equation, using combined biomarkers, aligned best with the reference, displaying the lowest mean deviation (- 0.59; 95% CI, - 1.19 to 0.01), superior agreement (P10, 91.0%; P30, 96.70%), and highest discriminatory power (0.989). In contrast, CKD-EPI 2012 cystatin C had the highest mean deviation (- 35.90) and lowest discriminatory power (0.79). Equations combining creatinine and cystatin C (Schwartz, Chehade, Full Age Spectrum) demonstrated strong positive Lin's CCC with CKiD U25 creatinine-cystatin C, while Bouvet showed a notably weak correlation (Lin's CCC, 0.22).
Conclusion:
In African children with CKD, the Chehade, CKiD Under 25 creatinine-based equations, and the Full Age Spectrum equations show promise for CKD diagnosis. However, a measured GFR is essential to identifying the most accurate eGFR equation in this population.
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