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Updated: Jan 20, 2026

Systematic Hearing Performance Evaluation Process for Adolescents with Cochlear Implantation at Early Ages
Published on: March 24, 2023
A Systematic Review Evaluating Estimated GFR Performance in South Asian Populations
Rouvick Mariano Gama1, Ayush Sinha2, Alexander Sarnowski3
1Department of Inflammation Biology, Faculty of Life Sciences and Medicine, School of Immunology and Microbial Science, King's College London, London, UK.
Estimated glomerular filtration rate (eGFR) equations show variable performance in South Asians. Combined equations (eGFRCr-CysC) offer the best accuracy, though all tested equations fall below the clinical threshold.
Area of Science:
- Nephrology
- Clinical Chemistry
- Epidemiology
Background:
- Estimated glomerular filtration rate (eGFR) equations are crucial for assessing kidney function.
- Existing eGFR equations demonstrate variable accuracy in diverse populations, particularly in South Asians.
Purpose of the Study:
- To systematically review and meta-analyze the performance of creatinine-based (eGFRCr), cystatin-C-based (eGFRCysC), and combined (eGFRCr-CysC) equations against measured GFR (mGFR) in South Asians.
- To identify factors influencing the bias and accuracy of these eGFR equations.
Main Methods:
- A systematic literature search was conducted across major databases (PubMed, Embase, Scopus, Web of Science, Cochrane) for studies published between 1976 and 2024.
- Meta-analyses were performed to evaluate bias (standardized mean difference) and 30% accuracy (P30) of eGFR equations compared to mGFR.
- Multivariable meta-regression was used to explore the impact of moderators like age, sex, ethnicity, and cohort type.
Main Results:
- Thirty-five cohorts (n=4725) were included in the analysis.
- eGFRCr equations generally overestimated mGFR, with CKD-EPI-2009Cr showing the highest bias (SMD=0.66).
- eGFRCysC equations exhibited the least bias (-0.03 to 0.15), but accuracy (P30) for both eGFRCr and eGFRCysC was below 75%. Combined eGFRCr-CysC equations achieved the best P30 (79-82%).
Conclusions:
- Current eGFR equations demonstrate suboptimal accuracy in South Asian populations, consistently failing to meet the 75% P30 clinical benchmark.
- While eGFRCysC equations reduce bias, combined eGFRCr-CysC equations provide superior accuracy.
- Further research on emerging equations like CKD-EPI-Pakistan and EKFC is recommended, with a focus on population-specific calibration in diverse South Asian cohorts.
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