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Published on: October 21, 2018
Improved equations to estimate GFR in Chinese children with chronic kidney disease
Ying Tang1, Ling Hou1, Tingting Sun1
1Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China.
Insights
New equations accurately estimate kidney function in Chinese children with chronic kidney disease (CKD). These models, using serum creatinine and cystatin C, improve upon existing methods for pediatric CKD GFR estimation.
Area of Science:
- Pediatric Nephrology
- Biomarkers of Kidney Function
- Chronic Kidney Disease
Background:
- Existing glomerular filtration rate (GFR) estimation equations lack specificity for Chinese children with chronic kidney disease (CKD).
- Current methods show suboptimal accuracy, necessitating the development of tailored equations.
Purpose of the Study:
- To derive and validate novel equations for estimating GFR in Chinese pediatric CKD patients.
- To improve the accuracy of GFR estimation in this specific demographic.
Main Methods:
- A cohort of 751 Chinese children with CKD was used, split into training (n=501) and validation (n=250) groups.
- Regression analysis was employed using measured GFR (iGFR), height, serum creatinine (Scr), cystatin C, and blood urea nitrogen (BUN).
- Derived equations were compared against established GFR estimation formulas in the validation cohort.
Main Results:
- A novel CKD-specific GFR equation incorporating height, Scr, cystatin C, BUN, and sex was developed.
- This equation achieved 76.00% and 48.40% accuracy within 30% (P30) and 15% (P15) of iGFR, respectively.
- A creatinine-based equation was also derived for settings without cystatin C, showing P30 of 73.60% and P15 of 49.20%, both significantly outperforming existing equations.
Conclusions:
- New, more accurate GFR estimation equations were successfully developed for Chinese children with CKD.
- These equations, utilizing serum creatinine, BUN, and cystatin C, offer superior performance compared to widely used formulas in this population.
Background:
There is currently no specific equation for estimating glomerular filtration rate (GFR) in Chinese children with chronic kidney disease (CKD). The commonly used equations are less robust than expected; we therefore sought to derive more appropriate equations for GFR estimation.
Methods:
A total of 751 Chinese children with CKD were divided into 2 groups, training group (n = 501) and validation group (n = 250). In the training group, a univariate linear regression model was used to calculate predictability of variables associated with GFR. Residuals were compared to determine multivariate predictability of GFR in the equation. Standard regression techniques for Gaussian data were used to determine coefficients of GFR-estimating equations after logarithmic transformation of measured GFR (iGFR), height/serum creatinine (height/Scr), cystatin C, blood urea nitrogen (BUN), and height. These were compared with other well-known equations using the validation group.
Results:
Median 99mTc-DTPA GFR was 90.1 (interquartile range: 67.3-108.6) mL/min/1.73 m2 in training dataset. Our CKD equation, eGFR (mL/min/1.73 m2) = 91.021 [height(m)/Scr(mg/dL)/2.7]0.443 [1.2/Cystatin C(mg/L)]0.335 [13.7/BUN (mg/dL)]-0.095 [ 0.991male] [height(m)/1.4]0.275, was derived. This was further tested in the validation group, with percentages of eGFR values within 30% and 15% of iGFR (P30 and P15) of 76.00% and 48.40%, respectively. For centres with no access to cystatin C, a creatinine-based equation, eGFR (mL/min/1.73 m2) = 89.674 [height(m)/Scr(mg/dL)/2.7]0.579 [ 1.007male] [height(m)/1.4]0.187, was derived, with P30 and P15 73.60% and 49.20%, respectively. These were significantly higher compared to other well-known equations (p < 0.05).
Conclusion:
We developed equations for GFR estimation in Chinese children with CKD based on Scr, BUN and cystatin C. These are more accurate than commonly used equations in this population.
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