Introduction. RIFLE and AKIN provide a standardised classification of acute kidney injury (AKI), but their categorical rather than continuous nature restricts their use to a research tool. A more accurate real-time description of renal function in AKI is needed, and some published data suggest that equations based on serum creatinine that estimate glomerular filtration rate (eGFR) can provide this. In addition, incorporating serum cystatin C concentration into estimates of GFR may improve their accuracy, but no eGFR equations are validated in critically ill patients with AKI. Aim. This study tests whether creatinine or cystatin-C-based eGFR equations, used in patients with CKD, offer an accurate representation of 4-hour creatinine clearance (4CrCl) in critically ill patients with AKI. Methods. Fifty-one critically ill patients with AKI were recruited. Thirty-seven met inclusion criteria, and the performance of eGFR equations was compared to 4CrCl. Results. eGFR equations were better than creatinine alone at predicting 4CrCl. Adding cystatin C to estimates did not improve the bias or add accuracy. The MDRD 7 eGFR had the best combination of correlation, bias, percentage error and accuracy. None were near acceptable standards quoted in patients with chronic kidney disease (CKD). Conclusions. eGFR equations are not sufficiently accurate for use in critically ill patients with AKI. Incorporating serum cystatin C does not improve estimates. eGFR should not be used to describe renal function in patients with AKI. Standards of accuracy for validating eGFR need to be set. 1. Introduction There are numerous and inconsistent definitions of acute kidney injury (AKI). The RIFLE criteria [1], which were then modified to the AKIN criteria [2], form the basis for classification of AKI; however, these classifications do not provide an indication for when and how to alter the management. Their categorical rather than continuous nature is an important limitation in their use as a research tool. A more accurate real time description of true renal function in patients with AKI is needed. In contrast, there are well-established techniques for measuring and categorizing renal function in chronic kidney disease (CKD). Glomerular filtration rate (GFR) is accepted as the best overall measure of kidney function [3, 4]. The gold standard for measurement of GFR is the urinary or plasma clearance of an ideal filtration marker, such as inulin, 51Cr-EDTA (51Cr-ethylenediaminetetra-acetic acid), DTPA (diethylene triamine penta-acetic acid), or iohexol. Measuring clearance with these
References
[1]
R. Bellomo, C. Ronco, J. A. Kellum, R. L. Mehta, and P. Palevsky, “Acute renal failure—definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group,” Critical Care, vol. 8, no. 4, pp. R204–212, 2004.
[2]
R. L. Mehta, J. A. Kellum, S. V. Shah et al., “Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury,” Critical Care, vol. 11, no. 2, article R31, 2007.
[3]
H. Smith, “Comparative physiology of the kidney,” in The Kidney: Structure and Function in Health and Disease, pp. 520–574, Oxford University Press, New York, NY, USA, 1951.
[4]
L. Wesson, Physiology of the Human Kidney, Grune & Stratton, New York, NY, USA, 1969.
[5]
A. S. Levey, L. A. Stevens, C. H. Schmid et al., “A new equation to estimate glomerular filtration rate,” Annals of Internal Medicine, vol. 150, no. 9, pp. 604–612, 2009.
[6]
T. J. Baumann, J. E. Staddon, H. M. Horst, and B. A. Bivins, “Minimum urine collection periods for accurate determination of creatinine clearance in critically ill patients,” Clinical Pharmacy, vol. 6, no. 5, pp. 393–398, 1987.
[7]
S. L. Markantonis and E. Agathokleous-Kioupaki, “Can two-, four- or eight-hour urine collections after voluntary voiding the used instead of twenty-four-hour collections for the estimation of creatinine clearance in healthy subjects?” Pharmacy World and Science, vol. 20, no. 6, pp. 258–263, 1998.
[8]
J. A. Richardson and P. E. Philbin, “The one-hour creatinine clearance rate in healthy men,” Journal of the American Medical Association, vol. 216, no. 6, pp. 987–990, 1971.
[9]
A. Singh, K. S. Chugh, and B. K. Sharma, “Three hour endogenous creatinine clearance (Ccr) as a test of glomerular filtration (GFR) in normal subjects and patients with chronic renal failure,” Indian Journal of Medical Sciences, vol. 33, no. 3, pp. 61–64, 1979.
[10]
R. F. Wilson and G. Soullier, “The validity of two-hour creatinine clearance studies in critically ill patients,” Critical Care Medicine, vol. 8, no. 5, pp. 281–284, 1980.
[11]
M. E. Herrera-Gutiérrez, G. Seller-Pérez, E. Banderas-Bravo, J. Mu?oz-Bono, M. Lebrón-Gallardo, and J. F. Fernandez-Ortega, “Replacement of 24-h creatinine clearance by 2-h creatinine clearance in intensive care unit patients: a single-center study,” Intensive Care Medicine, vol. 33, no. 11, pp. 1900–1906, 2007.
[12]
A. S. Levey, J. P. Bosch, J. B. Lewis, T. Greene, N. Rogers, and D. Roth, “A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation,” Annals of Internal Medicine, vol. 130, no. 6, pp. 461–470, 1999.
[13]
D. W. Cockcroft and M. H. Gault, “Prediction of creatinine clearance from serum creatinine,” Nephron, vol. 16, no. 1, pp. 31–41, 1976.
[14]
A. Majumdar, M. Kharbanda, S. Basu, R. Sarkar, and S. Todi, “[SA-PO2887] assessment of accuracy of Cockroft-Gault and MDRD formulae in critically Ill Indian patients,” Journal of the American Society of Nephrology, 2008.
[15]
L. Santos, S. Machado, and J. P. Baptista, “[PUB756] estimating renal function in critical patients: a comparison of three formulas,” Journal of the American Society of Nephrology, 2008.
[16]
L. A. Stevens, J. Coresh, C. H. Schmid et al., “Estimating GFR using serum cystatin C alone and in combination with serum creatinine: a pooled analysis of 3,418 individuals with CKD,” American Journal of Kidney Diseases, vol. 51, no. 3, pp. 395–406, 2008.
[17]
V. R. Dharnidharka, C. Kwon, and G. Stevens, “Serum cystatin C is superior to serum creatinine as a marker of kidney function: a meta-analysis,” American Journal of Kidney Diseases, vol. 40, no. 2, pp. 221–226, 2002.
[18]
C. P. Price and H. Finney, “Developments in the assessment of glomerular filtration rate,” Clinica Chimica Acta, vol. 297, no. 1-2, pp. 55–66, 2000.
[19]
A. Grubb, U. Nyman, J. Bj?rk et al., “Simple cystatin C-based prediction equations for glomerular filtration rate compared with the modification of diet in renal disease prediction equation for adults and the Schwartz and the Counahan-Barratt prediction equations for children,” Clinical Chemistry, vol. 51, no. 8, pp. 1420–1431, 2005.
[20]
A. D. Rule, E. J. Bergstralh, J. M. Slezak, J. Bergert, and T. S. Larson, “Glomerular filtration rate estimated by cystatin C among different clinical presentations,” Kidney International, vol. 69, no. 2, pp. 399–405, 2006.
[21]
P. M. Beringer, L. Hidayat, A. Heed et al., “GFR estimates using cystatin C are superior to serum creatinine in adult patients with cystic fibrosis,” Journal of Cystic Fibrosis, vol. 8, no. 1, pp. 19–25, 2009.
[22]
E. Randers, J. H. Kristensen, E. J. Erlandsen, and H. Danielsen, “Serum cystatin C as a marker of the renal function,” Scandinavian Journal of Clinical and Laboratory Investigation, vol. 58, no. 7, pp. 585–592, 1998.
[23]
D. Mathew, C. Kirwan, D. Dawson, and B. Philips, “In critically ill patients, how often is their weight estimated and how accurate is that estimate,” Critical Care, vol. 13, article P460, supplement 2, 2009.
[24]
R. D. Mosteller, “Simplified calculation of body-surface area,” The New England Journal of Medicine, vol. 317, no. 17, article 1098, 1987.
[25]
R. W. Bonsnes and H. H. Taussky, “On the colorimetric determination of creatinine by the jafee reaction,” The Journal of Biological Chemistry, vol. 158, pp. 581–591, 1945.
[26]
P. Delanaye, L. Pieroni, C. Abshoff et al., “Analytical study of three cystatin C assays and their impact on cystatin C-based GFR-prediction equations,” Clinica Chimica Acta, vol. 398, no. 1-2, pp. 118–124, 2008.
[27]
J. M. Bland and D. G. Altman, “Statistical methods for assessing agreement between two methods of clinical measurement,” Lancet, vol. 1, no. 8476, pp. 307–310, 1986.
[28]
P. M. Palevsky, “Clinical review: timing and dose of continuous renal replacement therapy in acute kidney injury,” Critical Care, vol. 11, no. 6, article 232, 2007.
[29]
P. M. Honore, J. Jamez, M. Wauthier et al., “Prospective evaluation of short-term, high-volume isovolemic hemofiltration on the hemodynamic course and outcome in patients with intractable circulatory failure resulting from septic shock,” Critical Care Medicine, vol. 28, no. 11, pp. 3581–3587, 2000.
[30]
L. Cole, R. Bellomo, G. Hart et al., “A phase II randomized, controlled trial of continuous hemofiltration in sepsis,” Critical Care Medicine, vol. 30, no. 1, pp. 100–106, 2002.
[31]
D. Payen, J. Mateo, J. M. Cavaillon, F. Fraisse, C. Floriot, and E. Vicaut, “Impact of continuous venovenous hemofiltration on organ failure during the early phase of severe sepsis: a randomized controlled trial,” Critical Care Medicine, vol. 37, no. 3, pp. 803–810, 2009.
[32]
S. M. Bagshaw, S. Uchino, R. Bellomo et al., “Timing of renal replacement therapy and clinical outcomes in critically ill patients with severe acute kidney injury,” Journal of Critical Care, vol. 24, no. 1, pp. 129–140, 2009.
[33]
D. M. Vandijck, E. Reynvoet, S. I. Blot, E. Vandecasteele, and E. A. J. Hoste, “Severe infection, sepsis and acute kidney injury,” Acta Clinica Belgica, vol. 62, no. 2, pp. 332–336, 2007.
[34]
E. A. J. Hoste and J. J. De Waele, “Physiologic consequences of acute renal failure on the critically ill,” Critical Care Clinics, vol. 21, no. 2, pp. 251–260, 2005.
[35]
C. J. Kirwan, T. Lee, D. W. Holt, R. M. Grounds, I. A. M. MacPhee, and B. J. Philips, “Using midazolam to monitor changes in hepatic drug metabolism in critically ill patients,” Intensive Care Medicine, vol. 35, no. 7, pp. 1271–1275, 2009.
[36]
J. M. Vieira Jr., I. Castro, A. Curvello-Neto et al., “Effect of acute kidney injury on weaning from mechanical ventilation in critically ill patients,” Critical Care Medicine, vol. 35, no. 1, pp. 184–191, 2007.
[37]
H. T. Hassoun, D. N. Grigoryev, M. L. Lie et al., “Ischemic acute kidney injury induces a distant organ functional and genomic response distinguishable from bilateral nephrectomy,” American Journal of Physiology, vol. 293, no. 1, pp. F30–F40, 2007.
[38]
L. A. H. Critchley, M. K. Karmakar, J. H. H. Cheng, and J. A. J. H. Critchley, “A study to determine the optimum dose of metaraminol required to increase blood pressure by 25% during subarachnoid anaesthesia,” Anaesthesia and Intensive Care, vol. 27, no. 2, pp. 170–174, 1999.
[39]
U. P?ge, T. Gerhardt, H. Palmedo, H. U. Klehr, T. Sauerbruch, and R. P. Woitas, “MDRD equations for estimation of GFR in renal transplant recipients,” American Journal of Transplantation, vol. 5, no. 6, pp. 1306–1311, 2005.
[40]
E. Coll, A. Botey, L. Alvarez et al., “Serum cystatin C as a new marker for noninvasive estimation of glomerular filtration rate and as a marker for early renal impairment,” American Journal of Kidney Diseases, vol. 36, no. 1, pp. 29–34, 2000.
[41]
C. Donadio, A. Lucchesi, M. Ardini, and R. Giordani, “Cystatin C, β2-microglobulin, and retinol-binding protein as indicators of glomerular filtration rate: comparison with plasma creatinine,” Journal of Pharmaceutical and Biomedical Analysis, vol. 24, no. 5-6, pp. 835–842, 2001.
[42]
C. Oddoze, S. Morange, H. Portugal, Y. Berland, and B. Dussol, “Cystatin C is not more sensitive than creatinine for detecting early renal impairment in patients with diabetes,” American Journal of Kidney Diseases, vol. 38, no. 2, pp. 310–316, 2001.
[43]
D. Stickle, B. Cole, K. Hock, K. A. Hruska, and M. G. Scott, “Correlation of plasma concentrations of cystatin C and creatinine to inulin clearance in a pediatric population,” Clinical Chemistry, vol. 44, no. 6, pp. 1334–1338, 1998.
[44]
S. Herget-Rosenthal, G. Marggraf, J. Hüsing et al., “Early detection of acute renal failure by serum cystatin C,” Kidney International, vol. 66, no. 3, pp. 1115–1122, 2004.
[45]
S. Herget-Rosenthal, D. Poppen, J. Hüsing et al., “Prognostic value of tubular proteinuria and enzymuria in nonoliguric acute tubular necrosis,” Clinical Chemistry, vol. 50, no. 3, pp. 552–558, 2004.
[46]
A. ?hlstr?m, M. Tallgren, S. Peltonen, and V. Pettil?, “Evolution and predictive power of serum cystatin C in acute renal failure,” Clinical Nephrology, vol. 62, no. 5, pp. 344–350, 2004.
[47]
O. Shemesh, H. Golbetz, J. P. Kriss, and B. D. Myers, “Limitations of creatinine as a filtration marker in glomerulopathic patients,” Kidney International, vol. 28, no. 5, pp. 830–838, 1985.
[48]
W. W. Wharton III, J. L. Sondeen, M. McBiles et al., “Measurement of glomerular filtration rate in ICU patients using 99mTc-DTPA and inulin,” Kidney International, vol. 42, no. 1, pp. 174–178, 1992.