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Published in: Clinical Pharmacokinetics 12/2005

01-12-2005 | Original Research Article

Cystatin C as a New Covariate to Predict Renal Elimination of Drugs

Application to Carboplatin

Authors: Fabienne Thomas, Sophie Séronie-Vivien, Laurence Gladieff, Florence Dalenc, Valérie Durrand, Laurence Malard, Thierry Lafont, Muriel Poublanc, Roland Bugat, Dr Etienne Chatelut

Published in: Clinical Pharmacokinetics | Issue 12/2005

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Abstract

Background and objective

The individual dosing of drugs that are mainly eliminated unchanged in the urine is made possible by assessing renal function. Most of the methods used are based on serum creatinine (SCr) levels. Cystatin C(CysC) has been proposed as an alternative endogenous marker of the glomerular filtration rate (GFR). Carboplatin is one of the drugs for which elimination is most dependent on the GFR. A prospective clinical trial including 45 patients was conducted to assess the value of serum CysC as a predictor of carboplatin clearance (CL).

Methods

The patients were receiving carboplatin as part of established protocols. Carboplatin was administered as a daily 60-minute infusion at doses ranging from 290 to 1700mg. A population pharmacokinetic analysis was performed using the nonlinear mixed effect modelling NONMEM program according to a two-compartment pharmacokinetic model.

Results

Data from 30 patients were used to test the relationships between carboplatin CL and morphological, biological and demographic covariates previously proposed for prediction of the GFR. The interindividual variability of carboplatin CL decreased from 31% (no covariate) to 14% by taking into account five covariates (SCr, CysC, bodyweight [BW], age and sex). Prospective evaluation of these relationships using the data from the other 15 patients confirmed that the best equation to predict carboplatin CL was based on these five covariates, with a mean absolute percentage error of 13% as an assessment of precision. NONMEM analysis of the whole dataset (n = 45 patients) was performed. The best covariate equation corresponding to the overall analysis was: CL (mL/min) = 110 · (SCr/75)−0.512 · (CysC/1.0)−0.327 · (BW/65)0.474 · (age/ 56)−0.387 · 0.854sex, with SCr in μmol/L, CysC in mg/L, BW in kilograms, age in years and sex = 0 if male and 1 if female. To put the value of CysC as an endogenous marker of the GFR into perspective, covariate equations without SCr were also evaluated; a better prediction was obtained by considering CysC together with age and BW (interindividual variability of 16.6% vs 23.3% for CysC alone).

Conclusion

CysC is a marker of drug elimination that is at least as good as SCr for predicting carboplatin CL. The model based on five covariates was superior to those based on only four covariates (with BW, age and sex combined with either SCr or CysC), indicating that CysC and SCr are not completely redundant to each other. Further pharmacokinetic evaluation is needed to determine whether SCr or CysC is the better marker of renal elimination of other drugs.
Literature
1.
go back to reference Cockcroft D, Gault M. Prediction of creatinine clearance from serum creatinine. Nephron 1976; 16(1): 31–41PubMedCrossRef Cockcroft D, Gault M. Prediction of creatinine clearance from serum creatinine. Nephron 1976; 16(1): 31–41PubMedCrossRef
2.
go back to reference Levey AS, Bosch JP, Lewis JB, et al. 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(6): 461–70PubMed Levey AS, Bosch JP, Lewis JB, et al. 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(6): 461–70PubMed
4.
go back to reference Laterza OF, Price CP, Scott MG. Cystatin C: an improved estimator of glomerular filtration rate?. Clin Chem 2002; 48(5): 699–707PubMed Laterza OF, Price CP, Scott MG. Cystatin C: an improved estimator of glomerular filtration rate?. Clin Chem 2002; 48(5): 699–707PubMed
5.
go back to reference Dharnidharka VR, Kwon C, Stevens G. Serum cystatin is superior to serum creatinine as a marker of kidney function: a meta-analysis. Am J Kidney Dis 2002; 40(2): 221–6PubMedCrossRef Dharnidharka VR, Kwon C, Stevens G. Serum cystatin is superior to serum creatinine as a marker of kidney function: a meta-analysis. Am J Kidney Dis 2002; 40(2): 221–6PubMedCrossRef
6.
go back to reference Calvert AH, Newell DR, Gumbrell LA, et al. Carboplatin dosage: prospective evaluation of a simple formula based on renal function. J Clin Oncol 1989; 7(11): 1748–56PubMed Calvert AH, Newell DR, Gumbrell LA, et al. Carboplatin dosage: prospective evaluation of a simple formula based on renal function. J Clin Oncol 1989; 7(11): 1748–56PubMed
7.
go back to reference Ando M, Minami H, Ando Y, et al. Multi-institutional validation study of carboplatin dosing formula using adjusted serum creatinine level. Clin Cancer Res 2000; 6(12): 4733–8PubMed Ando M, Minami H, Ando Y, et al. Multi-institutional validation study of carboplatin dosing formula using adjusted serum creatinine level. Clin Cancer Res 2000; 6(12): 4733–8PubMed
8.
go back to reference Chatelut E, Canal P, Brunner V, et al. Prediction of carboplatin clearance from standard morphological and biological patient characteristics. J Natl Cancer Inst 1995; 87(8): 573–80PubMedCrossRef Chatelut E, Canal P, Brunner V, et al. Prediction of carboplatin clearance from standard morphological and biological patient characteristics. J Natl Cancer Inst 1995; 87(8): 573–80PubMedCrossRef
9.
go back to reference Shen M, Schilder RJ, Obasaju et al. Population pharmacokinetic and limited sampling models for carboplatin administered in high-dose combination regimens with peripheral blood stem cell support. Cancer Chemother Pharmacol 2002; 50(3): 243–50PubMedCrossRef Shen M, Schilder RJ, Obasaju et al. Population pharmacokinetic and limited sampling models for carboplatin administered in high-dose combination regimens with peripheral blood stem cell support. Cancer Chemother Pharmacol 2002; 50(3): 243–50PubMedCrossRef
10.
go back to reference Chatelut E, Pivot X, Otto J, et al. A limited sampling strategy for determining carboplatin AUC and monitoring drug dosage. Eur J Cancer 2000; 36(2): 264–9PubMedCrossRef Chatelut E, Pivot X, Otto J, et al. A limited sampling strategy for determining carboplatin AUC and monitoring drug dosage. Eur J Cancer 2000; 36(2): 264–9PubMedCrossRef
11.
go back to reference LeRoy AF, Wehling ML, Sponseller HL, et al. Analysis of platinum in biological materials by flameless atomic absorption spectrophotometry. Biochem Med 1977; 18(2): 184–91PubMedCrossRef LeRoy AF, Wehling ML, Sponseller HL, et al. Analysis of platinum in biological materials by flameless atomic absorption spectrophotometry. Biochem Med 1977; 18(2): 184–91PubMedCrossRef
12.
go back to reference Beal SL, Sheiner LB. Estimating population kinetics. Crit Rev Biomed Eng 1982; 8(3): 195–222PubMed Beal SL, Sheiner LB. Estimating population kinetics. Crit Rev Biomed Eng 1982; 8(3): 195–222PubMed
13.
go back to reference Knight EL, Verhave JC, Spiegelman D, et al. Factors influencing serum cystatin levels other than renal function and the impact on renal function measurement. Kidney Int 2004; 65(4): 1416–21PubMedCrossRef Knight EL, Verhave JC, Spiegelman D, et al. Factors influencing serum cystatin levels other than renal function and the impact on renal function measurement. Kidney Int 2004; 65(4): 1416–21PubMedCrossRef
14.
go back to reference Galteau MM, Guyon M, Gueguen R, et al. Determination of serum cystatin C: biological variation and reference values. Clin Chem Lab Med 2001; 39(9): 850–7PubMedCrossRef Galteau MM, Guyon M, Gueguen R, et al. Determination of serum cystatin C: biological variation and reference values. Clin Chem Lab Med 2001; 39(9): 850–7PubMedCrossRef
15.
go back to reference Finney H, Newman DJ, Price CP. Adult reference ranges for serum cystatin C, creatinine and predicted creatinine clearance. Ann Clin Biochem 2000; 37(Pt 1): 49–59PubMedCrossRef Finney H, Newman DJ, Price CP. Adult reference ranges for serum cystatin C, creatinine and predicted creatinine clearance. Ann Clin Biochem 2000; 37(Pt 1): 49–59PubMedCrossRef
16.
go back to reference Newman DJ, Thakkar H, Edwards RG, et al. Serum cystatin C measured by automated immunoassay: a more sensitive marker of changes in GFR than serum creatinine. Kidney Int 1995; 47(1): 312–8PubMedCrossRef Newman DJ, Thakkar H, Edwards RG, et al. Serum cystatin C measured by automated immunoassay: a more sensitive marker of changes in GFR than serum creatinine. Kidney Int 1995; 47(1): 312–8PubMedCrossRef
17.
go back to reference Norlund L, Fex G, Lanke J, et al. Reference intervals for the glomerular filtration rate and cell-proliferation markers: serum cystatin C and serum beta 2-microglobulin/cystatin C-ratio. Scand J Clin Lab Invest 1997; 57(6): 463–70PubMedCrossRef Norlund L, Fex G, Lanke J, et al. Reference intervals for the glomerular filtration rate and cell-proliferation markers: serum cystatin C and serum beta 2-microglobulin/cystatin C-ratio. Scand J Clin Lab Invest 1997; 57(6): 463–70PubMedCrossRef
18.
go back to reference Pergande M, Jung K. Sandwich enzyme immunoassay of cysta-tin C in serum with commercially available antibodies. Clin Chem 1993; 39(9): 1885–90PubMed Pergande M, Jung K. Sandwich enzyme immunoassay of cysta-tin C in serum with commercially available antibodies. Clin Chem 1993; 39(9): 1885–90PubMed
19.
go back to reference O’Riordan S, Ouldred E, Brice S, et al. Serum cystatin C is not a better marker of creatinine or digoxin clearance than serum creatinine. Br J Clin Pharmacol 2002; 53(4): 398–402PubMedCrossRef O’Riordan S, Ouldred E, Brice S, et al. Serum cystatin C is not a better marker of creatinine or digoxin clearance than serum creatinine. Br J Clin Pharmacol 2002; 53(4): 398–402PubMedCrossRef
20.
go back to reference Seronie-Vivien S, Galteau MM, Carlier MC, et al. Improving the interlaboratory variation for creatinine serum assay [in French]. Ann Biol Clin (Paris) 2004; 62(2): 165–75 Seronie-Vivien S, Galteau MM, Carlier MC, et al. Improving the interlaboratory variation for creatinine serum assay [in French]. Ann Biol Clin (Paris) 2004; 62(2): 165–75
21.
go back to reference Léger F, Seronie-Vivien S, Makdessi J, et al. Impact of the biochemical assay for serum creatinine measurement on the individual carboplatin dosing: a prospective study. Eur J Cancer 2002; 38(1): 52–6PubMedCrossRef Léger F, Seronie-Vivien S, Makdessi J, et al. Impact of the biochemical assay for serum creatinine measurement on the individual carboplatin dosing: a prospective study. Eur J Cancer 2002; 38(1): 52–6PubMedCrossRef
22.
go back to reference Finney H, Newman DJ, Gruber W, et al. Initial evaluation of cystatin C measurement by particle-enhanced immu-nonephelometry on the Behring nephelometer systems (BNA, BN II). Clin Chem 1997; 43(6 Pt 1): 1016–22PubMed Finney H, Newman DJ, Gruber W, et al. Initial evaluation of cystatin C measurement by particle-enhanced immu-nonephelometry on the Behring nephelometer systems (BNA, BN II). Clin Chem 1997; 43(6 Pt 1): 1016–22PubMed
23.
go back to reference Lemann J, Bidani AK, Bain RP, et al. Use of the serum creatinine to estimate glomerular filtration rate in health and early diabetic nephropathy. Collaborative Study Group of Angiotensin Converting Enzyme Inhibition in Diabetic Nephropathy. Am J Kidney Dis 1990; 16(3): 236–43PubMed Lemann J, Bidani AK, Bain RP, et al. Use of the serum creatinine to estimate glomerular filtration rate in health and early diabetic nephropathy. Collaborative Study Group of Angiotensin Converting Enzyme Inhibition in Diabetic Nephropathy. Am J Kidney Dis 1990; 16(3): 236–43PubMed
24.
go back to reference Shemesh O, Golbetz H, Kriss JP, et al. Limitations of creatinine as a filtration marker in glomerulopathy patients. Kidney Int 1985; 28(5): 830–8PubMedCrossRef Shemesh O, Golbetz H, Kriss JP, et al. Limitations of creatinine as a filtration marker in glomerulopathy patients. Kidney Int 1985; 28(5): 830–8PubMedCrossRef
25.
go back to reference Wasen E, Isoaho R, Mattila K, et al. Serum cystatin C in the aged: relationships with health status. Am J Kidney Dis 2003; 42(1): 36–43PubMedCrossRef Wasen E, Isoaho R, Mattila K, et al. Serum cystatin C in the aged: relationships with health status. Am J Kidney Dis 2003; 42(1): 36–43PubMedCrossRef
26.
go back to reference Bokenkamp A, van Wijk JA, Lentze MJ, et al. Effect of corticosteroid therapy on serum cystatin C and β2-microglobulin concentrations. Clin Chem 2002; 48(7): 1123–6PubMed Bokenkamp A, van Wijk JA, Lentze MJ, et al. Effect of corticosteroid therapy on serum cystatin C and β2-microglobulin concentrations. Clin Chem 2002; 48(7): 1123–6PubMed
Metadata
Title
Cystatin C as a New Covariate to Predict Renal Elimination of Drugs
Application to Carboplatin
Authors
Fabienne Thomas
Sophie Séronie-Vivien
Laurence Gladieff
Florence Dalenc
Valérie Durrand
Laurence Malard
Thierry Lafont
Muriel Poublanc
Roland Bugat
Dr Etienne Chatelut
Publication date
01-12-2005
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 12/2005
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.2165/00003088-200544120-00009

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