Assessing glomerular filtration rate (GFR) in critically ill patients with acute kidney injury--true GFR versus urinary creatinine clearance and estimating equations

Gudrun Bragadottir, Bengt Redfors, Sven-Erik Ricksten, Gudrun Bragadottir, Bengt Redfors, Sven-Erik Ricksten

Abstract

Introduction: Estimation of kidney function in critically ill patients with acute kidney injury (AKI), is important for appropriate dosing of drugs and adjustment of therapeutic strategies, but challenging due to fluctuations in kidney function, creatinine metabolism and fluid balance. Data on the agreement between estimating and gold standard methods to assess glomerular filtration rate (GFR) in early AKI are lacking. We evaluated the agreement of urinary creatinine clearance (CrCl) and three commonly used estimating equations, the Cockcroft Gault (CG), the Modification of Diet in Renal Disease (MDRD) and the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equations, in comparison to GFR measured by the infusion clearance of chromium-ethylenediaminetetraacetic acid (51Cr-EDTA), in critically ill patients with early AKI after complicated cardiac surgery.

Methods: Thirty patients with early AKI were studied in the intensive care unit, 2 to 12 days after complicated cardiac surgery. The infusion clearance for 51Cr-EDTA obtained as a measure of GFR (GFR51Cr-EDTA) was calculated from the formula: GFR (mL/min/1.73m2)=(51Cr-EDTA infusion rate×1.73)/(arterial 51Cr-EDTA×body surface area) and compared with the urinary CrCl and the estimated GFR (eGFR) from the three estimating equations. Urine was collected in two 30-minute periods to measure urine flow and urine creatinine. Urinary CrCl was calculated from the formula: CrCl (mL/min/1.73m2)=(urine volume×urine creatinine×1.73)/(serum creatinine×30 min×body surface area).

Results: The within-group error was lower for GFR51Cr-EDTA than the urinary CrCl method, 7.2% versus 55.0%. The between-method bias was 2.6, 11.6, 11.1 and 7.39 ml/min for eGFRCrCl, eGFRMDRD, eGFRCKD-EPI and eGFRCG, respectively, when compared to GFR51Cr-EDTA. The error was 103%, 68.7%, 67.7% and 68.0% for eGFRCrCl, eGFRMDRD, eGFRCKD-EPI and eGFRCG, respectively, when compared to GFR51Cr-EDTA.

Conclusions: The study demonstrated poor precision of the commonly utilized urinary CrCl method for assessment of GFR in critically ill patients with early AKI, suggesting that this should not be used as a reference method when validating new methods for assessing kidney function in this patient population. The commonly used estimating equations perform poorly when estimating GFR, with high biases and unacceptably high errors.

Figures

Figure 1
Figure 1
Repeated measurements of glomerular filtration rate. (A) 51Cr-EDTA infusion clearance method and (B) the urinary CrCl method. The within group error, the repeatability coefficient and the coefficient of variation, is lower for GFR51Cr-EDTA than eGFRCrCl. COV, coefficient of variation; eGFR; estimated GFR; GFR, glomerular filtration rate; GFR51Cr-EDTA, GFR measured with 51Cr-EDTA infusion clearance; GFRCrCl, GFR estimated with urinary creatinine clearance.
Figure 2
Figure 2
Agreement between measured glomerular filtration rate and estimations from equations. (A) GFR51Cr-EDTA and eGFRCrCl; (B) GFR 51Cr-EDTA and eGFRMDRD; (C) GFR 51Cr-EDTA and eGFRCKD-EPI. GFR, glomerular filtration rate; GFR51Cr-EDTA, GFR measured with 51Cr-EDTA infusion clearance; GFRCG, GFR estimated with the Cockcroft Gault equation; GFRCKD-EPI, GFR estimated with Chronic Kidney Disease Epidemiology Collaboration equation; GFRCrCl, GFR estimated with urinary creatinine clearance; GFRMDRD, GFR estimated with the Modification of Diet in Renal Disease equation.
Figure 3
Figure 3
Agreement between measured glomerular filtration rate and estimated rate caluclated using different weights in the CG equation. (A) GFR51 Cr-EDTA and eGFRCG actual bw; (B) GFR51 Cr-EDTA and eGFRCG preop bw; (C) GFR51 Cr-EDTA and eGFRCG ideal bw. bw, body weight; GFR, glomerular filtration rate; GFR51Cr-EDTA, GFR measured with 51Cr-EDTA infusion clearance; GFRCG, GFR estimated with the Cockcroft Gault equation.

References

    1. Perrone RD, Madias NE, Levey AS. Serum creatinine as an index of renal function: new insights into old concepts. Clin Chem. 1992;17:1933–1953.
    1. Levey AS. Measurement of renal function in chronic renal disease. Kidney Int. 1990;17:167–184. doi: 10.1038/ki.1990.182.
    1. Jones CA, McQuillan GM, Kusek JW, Eberhardt MS, Herman WH, Coresh J, Salive M, Jones CP, Agodoa LY. Serum creatinine levels in the US population: third National Health and Nutrition Examination Survey. Am J Kidney Dis. 1998;17:992–999. doi: 10.1016/S0272-6386(98)70074-5.
    1. Moran SM, Myers BD. Course of acute renal failure studied by a model of creatinine kinetics. Kidney Int. 1985;17:928–937. doi: 10.1038/ki.1985.101.
    1. Robert S, Zarowitz BJ. Is there a reliable index of glomerular filtration rate in critically ill patients? DICP. 1991;17:169–178.
    1. Macedo E, Bouchard J, Soroko SH, Chertow GM, Himmelfarb J, Ikizler TA, Paganini EP, Mehta RL. Fluid accumulation, recognition and staging of acute kidney injury in critically-ill patients. Crit Care. 2010;17:R82. doi: 10.1186/cc9004.
    1. Dubb JW, Stote RM, Familiar RG, Lee K, Alexander F. Effect of cimetidine on renal function in normal man. Clin Pharmacol Ther. 1978;17:76–83.
    1. Berglund F, Killander J, Pompeius R. Effect of trimethoprim-sulfamethoxazole on the renal excretion of creatinine in man. J Urol. 1975;17:802–808.
    1. Stevens LA, Coresh J, Greene T, Levey AS. Assessing kidney function--measured and estimated glomerular filtration rate. N Engl J Med. 2006;17:2473–2483. doi: 10.1056/NEJMra054415.
    1. Endre ZH, Pickering JW, Walker RJ. Clearance and beyond: the complementary roles of GFR measurement and injury biomarkers in acute kidney injury (AKI) Am J Physiol Renal Physiol. 2011;17:F697–707. doi: 10.1152/ajprenal.00448.2010.
    1. Rehberg PB. Studies on kidney function: the rate of filtration and reabsorption in the human kidney. Biochem J. 1926;17:447–460.
    1. Erley CM, Bader BD, Berger ED, Vochazer A, Jorzik JJ, Dietz K, Risler T. Plasma clearance of iodine contrast media as a measure of glomerular filtration rate in critically ill patients. Crit Care Med. 2001;17:1544–1550. doi: 10.1097/00003246-200108000-00008.
    1. Cockcroft DW, Gault MH. Prediction of creatinine clearance from serum creatinine. Nephron. 1976;17:31–41. doi: 10.1159/000180580.
    1. 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;17:461–470. doi: 10.7326/0003-4819-130-6-199903160-00002.
    1. 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;17:604–612. doi: 10.7326/0003-4819-150-9-200905050-00006.
    1. Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986;17:307–310.
    1. Levey AS, Coresh J, Greene T, Stevens LA, Zhang YL, Hendriksen S, Kusek JW, van Lente F. Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med. 2006;17:247–254. doi: 10.7326/0003-4819-145-4-200608150-00004.
    1. 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;17:766–772. doi: 10.1373/clinchem.2006.077180.
    1. Mehta RL, Kellum JA, Shah SV, Molitoris BA, Ronco C, Warnock DG, Levin A. Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury. Crit Care. 2007;17:R31. doi: 10.1186/cc5713.
    1. Ceriani R, Mazzoni M, Bortone F, Gandini S, Solinas C, Susini G, Parodi O. Application of the sequential organ failure assessment score to cardiac surgical patients. Chest. 2003;17:1229–1239. doi: 10.1378/chest.123.4.1229.
    1. Critchley LA, Critchley JA. A meta-analysis of studies using bias and precision statistics to compare cardiac output measurement techniques. J Clin Monit Comput. 1999;17:85–91. doi: 10.1023/A:1009982611386.
    1. Robert S, Zarowitz BJ, Peterson EL, Dumler F. Predictability of creatinine clearance estimates in critically ill patients. Crit Care Med. 1993;17:1487–1495. doi: 10.1097/00003246-199310000-00016.
    1. Mantha S, Roizen MF, Fleisher LA, Thisted R, Foss J. Comparing methods of clinical measurement: reporting standards for bland and altman analysis. Anesth Analg. 2000;17:593–602. doi: 10.1097/00000539-200003000-00018.
    1. Sward K, Valsson F, Sellgren J, Ricksten SE. Bedside estimation of absolute renal blood flow and glomerular filtration rate in the intensive care unit. A validation of two independent methods. Intensive Care Med. 2004;17:1776–1782.
    1. Bauer JH, Brooks CS, Burch RN. Clinical appraisal of creatinine clearance as a measurement of glomerular filtration rate. Am J Kidney Dis. 1982;17:337–346.
    1. Herrera-Gutierrez ME, Seller-Perez G, Banderas-Bravo E, Munoz-Bono J, Lebron-Gallardo M, Fernandez-Ortega JF. Replacement of 24-h creatinine clearance by 2-h creatinine clearance in intensive care unit patients: a single-center study. Intensive Care Med. 2007;17:1900–1906. doi: 10.1007/s00134-007-0745-5.
    1. Grootaert V, Willems L, Debaveye Y, Meyfroidt G, Spriet I. Augmented renal clearance in the critically ill: how to assess kidney function. Ann Pharmacother. 2012;17:952–959. doi: 10.1345/aph.1Q708.
    1. Baptista JP, Udy AA, Sousa E, Pimentel J, Wang L, Roberts JA, Lipman J. A comparison of estimates of glomerular filtration in critically ill patients with augmented renal clearance. Crit Care. 2011;17:R139. doi: 10.1186/cc10262.
    1. Bouchard J, Macedo E, Soroko S, Chertow GM, Himmelfarb J, Ikizler TA, Paganini EP, Mehta RL. Comparison of methods for estimating glomerular filtration rate in critically ill patients with acute kidney injury. Nephrol Dial Transplant. 2010;17:102–107. doi: 10.1093/ndt/gfp392.
    1. Martin C, Alaya M, Bras J, Saux P, Gouin F. Assessment of creatinine clearance in intensive care patients. Crit Care Med. 1990;17:1224–1226. doi: 10.1097/00003246-199011000-00007.
    1. Baumann TJ, Staddon JE, Horst HM, Bivins BA. Minimum urine collection periods for accurate determination of creatinine clearance in critically ill patients. Clin Pharm. 1987;17:393–398.
    1. Sladen RN, Endo E, Harrison T. Two-hour versus 22-hour creatinine clearance in critically ill patients. Anesthesiology. 1987;17:1013–1016. doi: 10.1097/00000542-198712000-00031.
    1. Wilson RF, Soullier G. The validity of two-hour creatinine clearance studies in critically ill patients. Crit Care Med. 1980;17:281–284. doi: 10.1097/00003246-198005000-00002.
    1. Hoste EA, Damen J, Vanholder RC, Lameire NH, Delanghe JR, van den Hauwe K, Colardyn FA. Assessment of renal function in recently admitted critically ill patients with normal serum creatinine. Nephrol Dial Transplant. 2005;17:747–753. doi: 10.1093/ndt/gfh707.
    1. Sirota JC, Klawitter J, Edelstein CL. Biomarkers of acute kidney injury. J Toxicol. 2011;17:328120.

Source: PubMed

3
Subscribe