Skip to main content
Log in

Estimating glomerular filtration rate in children: evaluation of creatinine- and cystatin C-based equations

  • Original Article
  • Published:
Pediatric Nephrology Aims and scope Submit manuscript

Abstract

Background

Glomerular filtration rate (GFR) estimated by creatinine- and/or cystatin C-based equations (eGFR) is widely used in daily practice. The purpose of our study was to compare new and old eGFR equations with measured GFR (mGFR) by iohexol clearance in a cohort of children with chronic kidney disease (CKD).

Methods

We examined 96 children (median age 9.2 years (range 0.25–17.5)) with CKD stages 1–5. A 7-point iohexol clearance (GFR7p) was defined as the reference method (median mGFR 66 mL/min/1.73 m2, range 6–153). Ten different eGFR equations, with or without body height, were evaluated: Schwartzbedside, SchwartzCKiD, SchwartzcysC, CAPA, LMREV, (LMREV + CAPA) / 2, FAScrea, FAScysC, FAScombi, FASheight. The accuracy was evaluated with percentage within 10 and 30% of GFR7p (P10 and P30).

Results

In the group with mGFR below 60 mL/min/1.73 m2, the SchwartzcysC equation had the lowest median bias (interquartile range; IQR) 3.27 (4.80) mL/min/1.73 m2 and the highest accuracy with P10 of 44% and P30 of 85%. In the group with mGFR above 60 mL/min/1.73 m2, the SchwartzCKiD presented with the lowest bias 3.41 (13.1) mL/min/1.73 m2 and P10 of 62% and P30 of 98%. Overall, the SchwartzcysC had the lowest bias − 1.49 (13.5) mL/min/1.73 m2 and both SchwartzcysC and SchwartzCKiD showed P30 of 90%. P10 was 44 and 48%, respectively.

Conclusions

The SchwartzcysC and the combined SchwartzCKiD present with lower bias and higher accuracy as compared to the other equations. The SchwartzcysC equation is a good height-independent alternative to the SchwartzCKiD equation in children and can be reported directly by the laboratory information system.

Clinical Trial Registration

ClinicalTrials.gov, Identifier NCT01092260, https://clinicaltrials.gov/ct2/show/NCT01092260?term=tondel&rank=2

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Schwartz GJ, Work DF (2009) Measurement and estimation of GFR in children and adolescents. Clin J Am Soc Nephrol 4:1832–1843

    Article  PubMed  Google Scholar 

  2. Pottel (2017) Measuring and estimating glomerular filtration rate in children. Pediatr Nephrol 32:249–263

    Article  PubMed  Google Scholar 

  3. Delanaye P, Ebert N, Melsom T, Gaspari F, Mariat C, Cavalier E, Bjork J, Christensson A, Nyman U, Porrini E, Remuzzi G, Ruggenenti P, Schaeffner E, Soveri I, Sterner G, Eriksen BO, Back SE (2016) Iohexol plasma clearance for measuring glomerular filtration rate in clinical practice and research: a review. Part 1: how to measure glomerular filtration rate with iohexol? Clin Kidney J 9:682–699

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. McMeekin H, Wickham F, Barnfield M, Burniston M (2016) A systematic review of single-sample glomerular filtration rate measurement techniques and demonstration of equal accuracy to slope-intercept methods. Nucl Med Commun 37:743–755

    Article  CAS  PubMed  Google Scholar 

  5. Tøndel C, Bolann B, Salvador CL, Brackman D, Bjerre A, Svarstad E, Brun A (2017) Iohexol plasma clearance in children: validation of multiple formulas and two-point sampling times. Pediatr Nephrol 32:311–320

    Article  PubMed  Google Scholar 

  6. Schwartz GJ, Furth S, Cole SR, Warady B, Munoz A (2006) Glomerular filtration rate via plasma iohexol disappearance: pilot study for chronic kidney disease in children. Kidney Int 69:2070–2077

    Article  CAS  PubMed  Google Scholar 

  7. Tøndel C, Salvador CL, Hufthammer KO, Bolann B, Brackman D, Bjerre A, Svarstad E, Brun A (2018) Iohexol plasma clearance in children: validation of multiple formulas and single-point sampling times. Pediatr Nephrol 33:683–696

    Article  PubMed  Google Scholar 

  8. Schwartz GJ, Munoz A, Schneider MF, Mak RH, Kaskel F, Warady BA, Furth SL (2009) New equations to estimate GFR in children with CKD. J Am Soc Nephrol 20:629–637

    Article  PubMed  PubMed Central  Google Scholar 

  9. Schwartz GJ, Schneider MF, Maier PS, Moxey-Mims M, Dharnidharka VR, Warady BA, Furth SL, Munoz A (2012) Improved equations estimating GFR in children with chronic kidney disease using an immunonephelometric determination of cystatin C. Kidney Int 82:445–453

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Pottel H, Delanaye P, Schaeffner E, Dubourg L, Eriksen BO, Melsom T, Lamb EJ, Rule AD, Turner ST, Glassock RJ, De Souza V, Selistre L, Goffin K, Pauwels S, Mariat C, Flamant M, Ebert N (2017) Estimating glomerular filtration rate for the full age spectrum from serum creatinine and cystatin C. Nephrol Dial Transplant 32:497–507

    CAS  PubMed  PubMed Central  Google Scholar 

  11. 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 (2016) An estimated glomerular filtration rate equation for the full age spectrum. Nephrol Dial Transplant 31:798–806

    Article  PubMed  PubMed Central  Google Scholar 

  12. Grubb A, Horio M, Hansson LO, Bjork J, Nyman U, Flodin M, Larsson A, Bokenkamp A, Yasuda Y, Blufpand H, Lindstrom V, Zegers I, Althaus H, Blirup-Jensen S, Itoh Y, Sjostrom P, Nordin G, Christensson A, Klima H, Sunde K, Hjort-Christensen P, Armbruster D, Ferrero C (2014) Generation of a new cystatin C-based estimating equation for glomerular filtration rate by use of 7 assays standardized to the international calibrator. Clin Chem 60:974–986

    Article  CAS  PubMed  Google Scholar 

  13. Perrone RD, Madias NE, Levey AS (1992) Serum creatinine as an index of renal function: new insights into old concepts. Clin Chem 38:1933–1953

    CAS  PubMed  Google Scholar 

  14. Heymsfield SB, Arteaga C, McManus C, Smith J, Moffitt S (1983) Measurement of muscle mass in humans: validity of the 24-hour urinary creatinine method. Am J Clin Nutr 37:478–494

    Article  CAS  PubMed  Google Scholar 

  15. Mayersohn M, Conrad KA, Achari R (1983) The influence of a cooked meat meal on creatinine plasma concentration and creatinine clearance. Br J Clin Pharmacol 15:227–230

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Bokenkamp A, Domanetzki M, Zinck R, Schumann G, Brodehl J (1998) Reference values for cystatin C serum concentrations in children. Pediatr Nephrol 12:125–129

    Article  CAS  PubMed  Google Scholar 

  17. Delanaye P, Mariat C, Cavalier E, Maillard N, Krzesinski JM, White CA (2011) Trimethoprim, creatinine and creatinine-based equations. Nephron Clin Pract 119:c187–c193 discussion c193–194

    Article  CAS  PubMed  Google Scholar 

  18. Filler G, Lee M (2017) Educational review: measurement of GFR in special populations. Pediatr Nephrol https://doi.org/10.1007/s00467-017-3852-8

  19. Fricker M, Wiesli P, Brandle M, Schwegler B, Schmid C (2003) Impact of thyroid dysfunction on serum cystatin C. Kidney Int 63:1944–1947

    Article  CAS  PubMed  Google Scholar 

  20. Risch L, Herklotz R, Blumberg A, Huber AR (2001) Effects of glucocorticoid immunosuppression on serum cystatin C concentrations in renal transplant patients. Clin Chem 47:2055–2059

    CAS  PubMed  Google Scholar 

  21. Simeoni M, Cerantonio A, Pastore I, Liguori R, Greco M, Foti D, Gulletta E, Brunetti A, Fuiano G (2016) The correct renal function evaluation in patients with thyroid dysfunction. J Endocrinol Investig 39:495–507

    Article  CAS  Google Scholar 

  22. Risch L, Huber AR (2002) Glucocorticoids and increased serum cystatin C concentrations. Clin Chim Acta 320:133–134

    Article  CAS  PubMed  Google Scholar 

  23. Levey AS, Coresh J, Balk E, Kausz AT, Levin A, Steffes MW, Hogg RJ, Perrone RD, Lau J, Eknoyan G (2003) National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Ann Intern Med 139:137–147

    Article  PubMed  Google Scholar 

  24. Kidney Disease: Improving Global Outcomes (KDIGO) CKD Work Group (2013) KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl 3:1–150

    Article  Google Scholar 

  25. Hoste L, Dubourg L, Selistre L, De Souza VC, Ranchin B, Hadj-Aissa A, Cochat P, Martens F, Pottel H (2014) A new equation to estimate the glomerular filtration rate in children, adolescents and young adults. Nephrol Dial Transplant 29:1082–1091

    Article  CAS  PubMed  Google Scholar 

  26. Bjork J, Grubb A, Sterner G, Nyman U (2011) Revised equations for estimating glomerular filtration rate based on the Lund-Malmo Study cohort. Scand J Clin Lab Invest 71:232–239

    Article  PubMed  Google Scholar 

  27. Sapirstein LA, Vidt DG, Mandel MJ, Hanusek G (1955) Volumes of distribution and clearances of intravenously injected creatinine in the dog. Am J Phys 181:330–336

    CAS  Google Scholar 

  28. Haycock GB, Schwartz GJ, Wisotsky DH (1978) Geometric method for measuring body surface area: a height-weight formula validated in infants, children, and adults. J Pediatr 93:62–66

    Article  CAS  PubMed  Google Scholar 

  29. Salvador CL, Tøndel C, Rowe AD, Bjerre A, Brun A, Brackman D, Bolstad N, Mørkrid L (2017) Renal function influences diagnostic markers in serum and urine: a study of guanidinoacetate, creatine, human epididymis protein 4, and neutrophil gelatinase–associated lipocalin in children. J Appl Lab Med 2:297–308. https://doi.org/10.1373/jalm.2016.022145

    Article  CAS  PubMed  Google Scholar 

  30. Holm S (1979) A simple sequentially rejective multiple test procedure. Scand J Stat 6:65–70

    Google Scholar 

  31. Luis-Lima S, Marrero-Miranda D, Gonzalez-Rinne A, Torres A, Gonzalez-Posada JM, Rodriguez A, Salido E, Aldea-Perona A, Gaspari F, Carrara F, Gomez-Gerique JA, Negrin-Mena N, Perez-Tamajon L, Gonzalez-Rinne F, Jimenez-Hernandez H, Jimenez-Sosa A, Porrini E (2015) Estimated glomerular filtration rate in renal transplantation: the nephrologist in the mist. Transplantation 99:2625–2633

    Article  PubMed  Google Scholar 

  32. Levey AS, Inker LA (2017) Assessment of glomerular filtration rate in health and disease: a state of the art review. Clin Pharmacol Ther 102:405–419

    Article  CAS  PubMed  Google Scholar 

  33. Ng DK, Schwartz GJ, Warady BA, Furth SL, Munoz A (2017) Relationships of measured iohexol GFR and estimated GFR with CKD-related biomarkers in children and adolescents. Am J Kidney Dis 70:397–405

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Deng F, Finer G, Haymond S, Brooks E, Langman CB (2015) Applicability of estimating glomerular filtration rate equations in pediatric patients: comparison with a measured glomerular filtration rate by iohexol clearance. Transl Res 165:437–445

    Article  CAS  PubMed  Google Scholar 

  35. Grubb A, Nyman U, Bjork J (2012) Improved estimation of glomerular filtration rate (GFR) by comparison of eGFRcystatin C and eGFRcreatinine. Scand J Clin Lab Invest 72:73–77

    Article  CAS  PubMed  Google Scholar 

  36. Leion F, Hegbrant J, den Bakker E, Jonsson M, Abrahamson M, Nyman U, Bjork J, Lindstrom V, Larsson A, Bokenkamp A, Grubb A (2017) Estimating glomerular filtration rate (GFR) in children. The average between a cystatin C- and a creatinine-based equation improves estimation of GFR in both children and adults and enables diagnosing Shrunken Pore Syndrome. Scand J Clin Lab Invest 77:338–344

    Article  CAS  PubMed  Google Scholar 

  37. den Bakker E, Gemke R, van Wijk JAE, Hubeek I, Stoffel-Wagner B, Grubb A, Bokenkamp A (2017) Accurate eGFR reporting for children without anthropometric data. Clin Chim Acta 474:38–43

    Article  Google Scholar 

  38. den Bakker E, Gemke R, van Wijk JAE, Hubeek I, Stoffel-Wagner B, Bökenkamp A (2018) Combining GFR estimates from cystatin C and creatinine-what is the optimal mix? Pediatr Nephrol 33:1553–1563

    Article  Google Scholar 

  39. Pottel H, Dubourg L, Goffin K, Delanaye P (2018) Alternatives for the bedside Schwartz equation to estimate glomerular filtration rate in children. Adv Chronic Kidney Dis 25:57–66

    Article  PubMed  Google Scholar 

  40. Pottel H, Hoste L, Martens F (2012) A simple height-independent equation for estimating glomerular filtration rate in children. Pediatr Nephrol 27:973–979

    Article  PubMed  Google Scholar 

  41. Salvador CL, Tøndel C, Mørkrid L, Bjerre A, Brun A, Bolann B, Brackman D, Bergan S (2015) Glomerular filtration rate measured by iohexol clearance: a comparison of venous samples and capillary blood spots. Scand J Clin Lab Invest 75:710–716

    PubMed  Google Scholar 

  42. Jødal L, Brøchner-Mortensen J (2009) Reassessment of a classical single injection 51Cr-EDTA clearance method for determination of renal function in children and adults. Part I: analytically correct relationship between total and one-pool clearance. Scand J Clin Lab Invest 69:305–313

    Article  PubMed  Google Scholar 

  43. Fleming JS, Persaud L, Zivanovic MA (2005) A general equation for estimating glomerular filtration rate from a single plasma sample. Nucl Med Commun 26:743–748

    Article  PubMed  Google Scholar 

  44. Bargnoux AS, Pieroni L, Cristol JP, Kuster N, Delanaye P, Carlier MC, Fellahi S, Boutten A, Lombard C, Gonzalez-Antuna A, Delatour V, Cavalier E (2017) Multicenter evaluation of cystatin C measurement after assay standardization. Clin Chem 63:833–841

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

We wish to express our gratitude to the pediatric study nurses Mai Britt Lynum (Oslo University Hospital), Hildur Grindheim, and Renathe Håpoldøy (Haukeland University Hospital) for their technical assistance with the sample collection and to the laboratory engineer Kjersti Carstensen for the iohexol analyses (Haukeland University Hospital). The study was supported by grants from the Health Trust of Western Norway, The Norwegian Society of Nephrology, Haukeland University Hospital, and Oslo University Hospital.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cathrin L Salvador.

Ethics declarations

Financial disclosure

The authors have no financial relationships relevant to this article to disclose.

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

The study was approved by the Regional Ethics Committee of Western Norway and an informed consent form was obtained by all patients and/or their designees. The study was performed in accordance with the Declaration of Helsinki.

Electronic supplementary material

ESM 1

(PDF 268 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Salvador, C.L., Tøndel, C., Rowe, A.D. et al. Estimating glomerular filtration rate in children: evaluation of creatinine- and cystatin C-based equations. Pediatr Nephrol 34, 301–311 (2019). https://doi.org/10.1007/s00467-018-4067-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00467-018-4067-3

Keywords

Navigation