Skip to main content
Top
Published in: BMC Nephrology 1/2017

Open Access 01-12-2017 | Research article

Comparison of equations for estimating glomerular filtration rate in screening for chronic kidney disease in asymptomatic black Africans: a cross sectional study

Authors: Geoffrey Omuse, Daniel Maina, Jane Mwangi, Caroline Wambua, Alice Kanyua, Elizabeth Kagotho, Angela Amayo, Peter Ojwang, Rajiv Erasmus

Published in: BMC Nephrology | Issue 1/2017

Login to get access

Abstract

Background

Several equations have been developed to estimate glomerular filtration rate (eGFR). The common equations used were derived from populations predominantly comprised of Caucasians with chronic kidney disease (CKD). Some of the equations provide a correction factor for African-Americans due to their relatively increased muscle mass and this has been extrapolated to black Africans. Studies carried out in Africa in patients with CKD suggest that using this correction factor for the black African race may not be appropriate. However, these studies were not carried out in healthy individuals and as such the extrapolation of the findings to an asymptomatic black African population is questionable. We sought to compare the proportion of asymptomatic black Africans reported as having reduced eGFR using various eGFR equations. We further compared the association between known risk factors for CKD with eGFR determined using the different equations.

Methods

We used participant and laboratory data collected as part of a global reference interval study conducted by the Committee of Reference Intervals and Decision Limits (C-RIDL) under the International Federation of Clinical Chemistry (IFCC). Serum creatinine values were used to calculate eGFR using the Cockcroft-Gault (CG), re-expressed 4 variable modified diet in renal disease (4v–MDRD), full age spectrum (FAS) and chronic kidney disease epidemiology collaboration equations (CKD-EPI). CKD classification based on eGFR was determined for every participant.

Results

A total of 533 participants were included comprising 273 (51.2%) females. The 4v–MDRD equation without correction for race classified the least number of participants (61.7%) as having an eGFR equivalent to CKD stage G1 compared to 93.6% for CKD-EPI with correction for race. Only age had a statistically significant linear association with eGFR across all equations after performing multiple regression analysis. The multiple correlation coefficients for CKD risk factors were higher for CKD-EPI determined eGFRs.

Conclusions

This study found that eGFR determined using CKD-EPI equations better correlated with a prediction model that included risk factors for CKD and classified fewer asymptomatic black Africans as having a reduced eGFR compared to 4v–MDRD, FAS and CG corrected for body surface area.
Literature
1.
go back to reference Noble E, Johnson DW, Gray N, Hollett P, Hawley CM, Campbell SB, Mudge DW, Isbel NM. The impact of automated eGFR reporting and education on nephrology service referrals. Nephrol Dial Transplant. 2008;23:3845–50.CrossRefPubMedPubMedCentral Noble E, Johnson DW, Gray N, Hollett P, Hawley CM, Campbell SB, Mudge DW, Isbel NM. The impact of automated eGFR reporting and education on nephrology service referrals. Nephrol Dial Transplant. 2008;23:3845–50.CrossRefPubMedPubMedCentral
2.
go back to reference Levey AS, Atkins R, Coresh J, Cohen EP, Collins AJ, Eckardt K-U, Nahas ME, Jaber BL, Jadoul M, Levin A, Powe NR, Rossert J, Wheeler DC, Lameire N, Eknoyan G. Chronic kidney disease as a global public health problem: approaches and initiatives - a position statement from kidney disease improving global outcomes. Kidney Int. 2007;72:247–59.CrossRefPubMed Levey AS, Atkins R, Coresh J, Cohen EP, Collins AJ, Eckardt K-U, Nahas ME, Jaber BL, Jadoul M, Levin A, Powe NR, Rossert J, Wheeler DC, Lameire N, Eknoyan G. Chronic kidney disease as a global public health problem: approaches and initiatives - a position statement from kidney disease improving global outcomes. Kidney Int. 2007;72:247–59.CrossRefPubMed
3.
go back to reference Cockcroft DW, Gault MH. Prediction of creatinine clearance from serum creatinine. Nephron. 1976;16:31–41.CrossRefPubMed Cockcroft DW, Gault MH. Prediction of creatinine clearance from serum creatinine. Nephron. 1976;16:31–41.CrossRefPubMed
4.
go back to reference Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of diet in renal disease study group. Ann Intern Med. 1999;130:461–70.CrossRefPubMed Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of diet in renal disease study group. Ann Intern Med. 1999;130:461–70.CrossRefPubMed
5.
go back to reference van Deventer HE, George JA, Paiker JE, Becker PJ, Katz IJ. Estimating glomerular filtration rate in black south Africans by use of the modification of diet in renal disease and Cockcroft-Gault equations. Clin Chem. 2008;54:1197–202.CrossRefPubMed van Deventer HE, George JA, Paiker JE, Becker PJ, Katz IJ. Estimating glomerular filtration rate in black south Africans by use of the modification of diet in renal disease and Cockcroft-Gault equations. Clin Chem. 2008;54:1197–202.CrossRefPubMed
6.
go back to reference Eastwood JB, Kerry SM, Plange-Rhule J, Micah FB, Antwi S, Boa FG, Banerjee D, Emmett L, Miller MA, Cappuccio FP. Assessment of GFR by four methods in adults in Ashanti, Ghana: the need for an eGFR equation for lean African populations. Nephrol Dial Transplant. 2010;25:2178–87.CrossRefPubMedPubMedCentral Eastwood JB, Kerry SM, Plange-Rhule J, Micah FB, Antwi S, Boa FG, Banerjee D, Emmett L, Miller MA, Cappuccio FP. Assessment of GFR by four methods in adults in Ashanti, Ghana: the need for an eGFR equation for lean African populations. Nephrol Dial Transplant. 2010;25:2178–87.CrossRefPubMedPubMedCentral
7.
go back to reference Vervoort G, Willems HL, Wetzels JFM. Assessment of glomerular filtration rate in healthy subjects and normoalbuminuric diabetic patients: validity of a new (MDRD) prediction equation. Nephrol Dial Transplant. 2002;17:1909–13.CrossRefPubMed Vervoort G, Willems HL, Wetzels JFM. Assessment of glomerular filtration rate in healthy subjects and normoalbuminuric diabetic patients: validity of a new (MDRD) prediction equation. Nephrol Dial Transplant. 2002;17:1909–13.CrossRefPubMed
8.
go back to reference Ibrahim H, Mondress M, Tello A, Fan Y, Koopmeiners J, Thomas W. An alternative formula to the Cockcroft-Gault and the modification of diet in renal diseases formulas in predicting GFR in individuals with type 1 diabetes. J Am Soc Nephrol. 2005;16:1051–60.CrossRefPubMed Ibrahim H, Mondress M, Tello A, Fan Y, Koopmeiners J, Thomas W. An alternative formula to the Cockcroft-Gault and the modification of diet in renal diseases formulas in predicting GFR in individuals with type 1 diabetes. J Am Soc Nephrol. 2005;16:1051–60.CrossRefPubMed
9.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF, Feldman HI, Kusek JW, Eggers P, Van Lente F, Greene T, Coresh J. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.CrossRefPubMedPubMedCentral Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF, Feldman HI, Kusek JW, Eggers P, Van Lente F, Greene T, Coresh J. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.CrossRefPubMedPubMedCentral
10.
go back to reference Wyatt CM, Schwartz GJ, Owino Ong’or W, Abuya J, Abraham AG, Mboku C, M’mene LB, Koima WJ, Hotta M, Maier P, Klotman PE, Wools-Kaloustian K. Estimating kidney function in HIV-infected adults in Kenya: comparison to a direct measure of glomerular filtration rate by iohexol clearance. PLoS One. 2013;8:e69601.CrossRefPubMedPubMedCentral Wyatt CM, Schwartz GJ, Owino Ong’or W, Abuya J, Abraham AG, Mboku C, M’mene LB, Koima WJ, Hotta M, Maier P, Klotman PE, Wools-Kaloustian K. Estimating kidney function in HIV-infected adults in Kenya: comparison to a direct measure of glomerular filtration rate by iohexol clearance. PLoS One. 2013;8:e69601.CrossRefPubMedPubMedCentral
11.
go back to reference Pottel H, Hoste L, Dubourg L, Ebert N, Schaeffner E, Eriksen BO, Melsom T, Lamb EJ, Rule AD, Turner ST, Glassock RJ, De Souza V, Selistre L, Mariat C, Martens F, Delanaye P. An estimated glomerular filtration rate equation for the full age spectrum. Nephrol Dial Transplant. 2016;31:798–806.CrossRefPubMedPubMedCentral Pottel H, Hoste L, Dubourg L, Ebert N, Schaeffner E, Eriksen BO, Melsom T, Lamb EJ, Rule AD, Turner ST, Glassock RJ, De Souza V, Selistre L, Mariat C, Martens F, Delanaye P. An estimated glomerular filtration rate equation for the full age spectrum. Nephrol Dial Transplant. 2016;31:798–806.CrossRefPubMedPubMedCentral
12.
go back to reference Stevens LA, Coresh J, Greene T, Levey AS. Assessing kidney function--measured and estimated glomerular filtration rate. N Engl J Med. 2006;354:2473–83.CrossRefPubMed Stevens LA, Coresh J, Greene T, Levey AS. Assessing kidney function--measured and estimated glomerular filtration rate. N Engl J Med. 2006;354:2473–83.CrossRefPubMed
13.
go back to reference Ozarda Y, Ichihara K, Barth JH, Klee G. Protocol and standard operating procedures for common use in a worldwide multicenter study on reference values. Clin Chem Lab Med. 2013;51:1027–40.CrossRefPubMed Ozarda Y, Ichihara K, Barth JH, Klee G. Protocol and standard operating procedures for common use in a worldwide multicenter study on reference values. Clin Chem Lab Med. 2013;51:1027–40.CrossRefPubMed
14.
go back to reference Omuse G, Maina D, Hoffman M, Mwangi J, Wambua C, Kagotho E, Amayo A, Ojwang P, Premji Z, Ichihara K, Erasmus R. Metabolic syndrome and its predictors in an urban population in Kenya: a cross sectional study. BMC Endocr Disord. 2017;17:37. Omuse G, Maina D, Hoffman M, Mwangi J, Wambua C, Kagotho E, Amayo A, Ojwang P, Premji Z, Ichihara K, Erasmus R. Metabolic syndrome and its predictors in an urban population in Kenya: a cross sectional study. BMC Endocr Disord. 2017;17:37.
15.
go back to reference DuBois DDE. A formula to estimate the approximate surface area if height and weight be known. Arch Intern Med. 1916;17:863–71.CrossRef DuBois DDE. A formula to estimate the approximate surface area if height and weight be known. Arch Intern Med. 1916;17:863–71.CrossRef
16.
go back to reference Levey AS, Coresh J, Greene T, Marsh J, Stevens LA, Kusek JW, Van Lente F. Expressing the modification of diet in renal disease study equation for estimating glomerular filtration rate with standardized serum creatinine values. Clin Chem. 2007;53:766–72.CrossRefPubMed Levey AS, Coresh J, Greene T, Marsh J, Stevens LA, Kusek JW, Van Lente F. Expressing the modification of diet in renal disease study equation for estimating glomerular filtration rate with standardized serum creatinine values. Clin Chem. 2007;53:766–72.CrossRefPubMed
17.
go back to reference KDIGO. KDIGO 2012 clinical practice guideline for the evaluation and Management of Chronic Kidney Disease. Kidney Int Suppl. 2013;3:4–4.CrossRef KDIGO. KDIGO 2012 clinical practice guideline for the evaluation and Management of Chronic Kidney Disease. Kidney Int Suppl. 2013;3:4–4.CrossRef
18.
go back to reference Pottel H, Hoste L, Delanaye P. Abnormal glomerular filtration rate in children, adolescents and young adults starts below 75 mL/min/1.73 m2. Pediatr Nephrol. 2015;30:821–8.CrossRefPubMed Pottel H, Hoste L, Delanaye P. Abnormal glomerular filtration rate in children, adolescents and young adults starts below 75 mL/min/1.73 m2. Pediatr Nephrol. 2015;30:821–8.CrossRefPubMed
19.
go back to reference CLSI. Defining, establishing, and verifying reference intervals in the clinical laboratory; approved guideline. Third ed. Wayne PA: Clinical and Laboratory Standards Institute; 2008. CLSI. Defining, establishing, and verifying reference intervals in the clinical laboratory; approved guideline. Third ed. Wayne PA: Clinical and Laboratory Standards Institute; 2008.
20.
go back to reference Kaze FF, Meto DT, Halle M-P, Ngogang J, Kengne A-P, Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn S, Naicker S, Marshall S, Bamgboye E, Eastwood J, Kerry S, Plange-Rhule J, Micah F, Antwi S, Boa F, Banerjee D, Emmett L, Miller M, Cappuccio F, Sumaili E, Nseka N, et al. Prevalence and determinants of chronic kidney disease in rural and urban Cameroonians: a cross-sectional study. BMC Nephrol. 2015;16:117.CrossRefPubMedPubMedCentral Kaze FF, Meto DT, Halle M-P, Ngogang J, Kengne A-P, Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn S, Naicker S, Marshall S, Bamgboye E, Eastwood J, Kerry S, Plange-Rhule J, Micah F, Antwi S, Boa F, Banerjee D, Emmett L, Miller M, Cappuccio F, Sumaili E, Nseka N, et al. Prevalence and determinants of chronic kidney disease in rural and urban Cameroonians: a cross-sectional study. BMC Nephrol. 2015;16:117.CrossRefPubMedPubMedCentral
21.
go back to reference Rule AD, Rodeheffer RJ, Larson TS, Burnett JC, Cosio FG, Turner ST, Jacobsen SJ. Limitations of estimating glomerular filtration rate from serum creatinine in the general population. Mayo Clin Proc. 2006;81:1427–34.CrossRefPubMed Rule AD, Rodeheffer RJ, Larson TS, Burnett JC, Cosio FG, Turner ST, Jacobsen SJ. Limitations of estimating glomerular filtration rate from serum creatinine in the general population. Mayo Clin Proc. 2006;81:1427–34.CrossRefPubMed
22.
go back to reference Benghanem Gharbi M, Elseviers M, Zamd M, Belghiti Alaoui A, Benahadi N, Trabelssi EH, Bayahia R, Ramdani B, De Broe ME, Eckardt KU, Coresh J, Devuyst O, Group KDIGO (KDIGO) CW, Luyckx VA, Naicker S, McKee M, Naicker S, McCullough K, Sharma P, Ali T, Brück K, Jager KJ, Dounousi E, Zhang QL, Rothenbacher D, Anothaisintawee T, Rattanasiri S, et al. Chronic kidney disease, hypertension, diabetes, and obesity in the adult population of Morocco: how to avoid “over”- and “under”-diagnosis of CKD. Kidney Int. 2016;89:1363–71.CrossRefPubMed Benghanem Gharbi M, Elseviers M, Zamd M, Belghiti Alaoui A, Benahadi N, Trabelssi EH, Bayahia R, Ramdani B, De Broe ME, Eckardt KU, Coresh J, Devuyst O, Group KDIGO (KDIGO) CW, Luyckx VA, Naicker S, McKee M, Naicker S, McCullough K, Sharma P, Ali T, Brück K, Jager KJ, Dounousi E, Zhang QL, Rothenbacher D, Anothaisintawee T, Rattanasiri S, et al. Chronic kidney disease, hypertension, diabetes, and obesity in the adult population of Morocco: how to avoid “over”- and “under”-diagnosis of CKD. Kidney Int. 2016;89:1363–71.CrossRefPubMed
23.
go back to reference Matsha TE, Yako YY, Rensburg MA, Hassan MS, Kengne AP, Erasmus RT. Chronic kidney diseases in mixed ancestry south African populations: prevalence, determinants and concordance between kidney function estimators. BMC Nephrol. 2013;14:75.CrossRefPubMedPubMedCentral Matsha TE, Yako YY, Rensburg MA, Hassan MS, Kengne AP, Erasmus RT. Chronic kidney diseases in mixed ancestry south African populations: prevalence, determinants and concordance between kidney function estimators. BMC Nephrol. 2013;14:75.CrossRefPubMedPubMedCentral
24.
go back to reference Sumaili EKK, Krzesinski J-MM, Zinga CVV, Cohen EPP, Delanaye P, Munyanga SMM, Nseka NMM. Prevalence of chronic kidney disease in Kinshasa: results of a pilot study from the Democratic Republic of Congo. Nephrol Dial Transpl. 2009;24:117–22.CrossRef Sumaili EKK, Krzesinski J-MM, Zinga CVV, Cohen EPP, Delanaye P, Munyanga SMM, Nseka NMM. Prevalence of chronic kidney disease in Kinshasa: results of a pilot study from the Democratic Republic of Congo. Nephrol Dial Transpl. 2009;24:117–22.CrossRef
25.
go back to reference Levey AS, Bosch JP, Lewis JB, Greene T. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. 1999;130:461–70. Levey AS, Bosch JP, Lewis JB, Greene T. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. 1999;130:461–70.
26.
go back to reference Flamant M, Vidal-Petiot E, Metzger M, Haymann J-P, Letavernier E, Delatour V, Karras A, Thervet E, Boffa J-J, Houillier P, Stengel B, Vrtovsnik F, Froissart M, Maple-Brown LJ, Hughes JT, Lawton PD, Teo BW, Xu H, Wang D, Stevens LA, Claybon MA, Schmid CH, Moranne O, Froissart M, Rossert J, Froissart M, et al. Performance of GFR estimating equations in African Europeans: basis for a lower race-ethnicity factor than in African Americans. Am J Kidney Dis. 2013;62:182–4.CrossRefPubMed Flamant M, Vidal-Petiot E, Metzger M, Haymann J-P, Letavernier E, Delatour V, Karras A, Thervet E, Boffa J-J, Houillier P, Stengel B, Vrtovsnik F, Froissart M, Maple-Brown LJ, Hughes JT, Lawton PD, Teo BW, Xu H, Wang D, Stevens LA, Claybon MA, Schmid CH, Moranne O, Froissart M, Rossert J, Froissart M, et al. Performance of GFR estimating equations in African Europeans: basis for a lower race-ethnicity factor than in African Americans. Am J Kidney Dis. 2013;62:182–4.CrossRefPubMed
27.
go back to reference Delanaye P, Mariat C, Maillard N, Krzesinski J-M, Cavalier E. Are the creatinine-based equations accurate to estimate glomerular filtration rate in African American populations? Clin J Am Soc Nephrol. 2011;6:906–12.CrossRefPubMed Delanaye P, Mariat C, Maillard N, Krzesinski J-M, Cavalier E. Are the creatinine-based equations accurate to estimate glomerular filtration rate in African American populations? Clin J Am Soc Nephrol. 2011;6:906–12.CrossRefPubMed
28.
go back to reference Glassock RJ, Rule AD. Aging and the kidneys: anatomy, physiology and consequences for defining chronic kidney disease. Nephron. 2016;134:25–9.CrossRefPubMed Glassock RJ, Rule AD. Aging and the kidneys: anatomy, physiology and consequences for defining chronic kidney disease. Nephron. 2016;134:25–9.CrossRefPubMed
29.
go back to reference Stanifer JW, Maro V, Egger J, Karia F, Thielman N, Turner EL, Shimbi D, Kilaweh H, Matemu O, Patel UD. The epidemiology of chronic kidney disease in northern Tanzania: a population-based survey. PLoS One. 2015;10:e0124506.CrossRefPubMedPubMedCentral Stanifer JW, Maro V, Egger J, Karia F, Thielman N, Turner EL, Shimbi D, Kilaweh H, Matemu O, Patel UD. The epidemiology of chronic kidney disease in northern Tanzania: a population-based survey. PLoS One. 2015;10:e0124506.CrossRefPubMedPubMedCentral
30.
go back to reference Meeusen JW, Rule AD, Voskoboev N, Baumann NA, Lieske JC. Performance of cystatin C- and creatinine-based estimated glomerular filtration rate equations depends on patient characteristics. Clin Chem. 2015;61:1265–72.CrossRefPubMedPubMedCentral Meeusen JW, Rule AD, Voskoboev N, Baumann NA, Lieske JC. Performance of cystatin C- and creatinine-based estimated glomerular filtration rate equations depends on patient characteristics. Clin Chem. 2015;61:1265–72.CrossRefPubMedPubMedCentral
Metadata
Title
Comparison of equations for estimating glomerular filtration rate in screening for chronic kidney disease in asymptomatic black Africans: a cross sectional study
Authors
Geoffrey Omuse
Daniel Maina
Jane Mwangi
Caroline Wambua
Alice Kanyua
Elizabeth Kagotho
Angela Amayo
Peter Ojwang
Rajiv Erasmus
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2017
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-017-0788-y

Other articles of this Issue 1/2017

BMC Nephrology 1/2017 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.