Skip to main content
Top
Published in: Clinical Pharmacokinetics 7/2007

01-07-2007 | Original Research Article

Memantine Pharmacotherapy

A Naturalistic Study Using a Population Pharmacokinetic Approach

Authors: Dr Johannes Kornhuber, Evelin M. Kennepohl, Stefan Bleich, Jens Wiltfang, Thomas Kraus, Udo Reulbach, Ingolf Meineke

Published in: Clinical Pharmacokinetics | Issue 7/2007

Login to get access

Abstract

Background and objective

Memantine plasma concentrations show considerable interindividual variability. High memantine plasma concentrations are associated with the occurrence of neuropsychiatric adverse effects such as confusion. The objective of the present study was, therefore, to investigate the reasons for the observed variability of the pharmacokinetics of memantine in a representative patient population and to explore patient covariates on drug disposition.

Subjects

Fifty-six ambulatory Western European patients aged 50–91 years.

Methods

This prospective study used a full population pharmacokinetic sampling design. After at least 11 days of continuous memantine intake, the patients provided pharmacokinetic profiles, with six measurements each over a 12-hour period, with a total of 335 serum memantine concentrations. Covariates considered for inclusion in the models were: subject demographic factors (age, total body weight, gender), laboratory tests (urinary pH), total daily dose of memantine, memantine formulation type, comedication eliminated via tubular secretion and smoking history. The model development was conducted in three sequential steps. First, an adequate basic structural model was chosen (e.g. a one-, two- or three-compartment pharmacokinetic model). The data were analysed to estimate population pharmacokinetic parameters with the nonlinear mixed-effects model computer program NONMEM. Second, the effects of covariates were investigated on post hoc estimates using multivariate statistics. Third, the covariates with significant effects in the second step were used to build a final covariate pharmacokinetic model, again using NONMEM.

Results

A two-compartment model with first-order absorption satisfactorily described memantine pharmacokinetics. In the final regression model, total bodyweight, memantine formulation type (solution vs tablets) and concomitant medication eliminated via tubular secretion were all important determinants of the apparent clearance (CL/F). The final regression model was: CL/F (L/h) = (1.92 + 0.048 · BW [kg]) · 0.53QFRM · 0.769CMD where FRM = 1 for patients receiving memantine solution, otherwise FRM = 0; CMD = 1 for patients receiving a comedication eliminated via tubular secretion, otherwise CMD = 0; and BW is bodyweight. Compared with the basic model, the final population pharmacokinetic model explained 61% of the interindividual variance of the apparent clearance.

Conclusions

The population pharmacokinetic model that was developed identified a set of sources of variability in the apparent clearance of memantine, which can be used as a reference in order to optimise memantine therapy in Western European patients.
Footnotes
1
The use of trade names is for product identification purposes only and does not imply endorsement.
 
Literature
1.
go back to reference Komhuber J, Weiler M, Schoppmeyer K, et al. Amantadine and memantine are NMDA receptor antagonists with neuroprotective properties. J Neural Transm Suppl 1994; 43: 91–104 Komhuber J, Weiler M, Schoppmeyer K, et al. Amantadine and memantine are NMDA receptor antagonists with neuroprotective properties. J Neural Transm Suppl 1994; 43: 91–104
2.
go back to reference Möbius HJ, Stöffler A, Graham SM. Memantine hydrochloride: pharmacological and clinical profile. Drugs Today (Barc) 2004; 40(8): 685–95CrossRef Möbius HJ, Stöffler A, Graham SM. Memantine hydrochloride: pharmacological and clinical profile. Drugs Today (Barc) 2004; 40(8): 685–95CrossRef
3.
go back to reference Kornhuber J, Bormann J, Retz W, et al. Memantine displaces [3H]MK-801 at therapeutic concentrations in postmortem human frontal cortex. Eur J Pharmacol 1989; 166: 589–90PubMedCrossRef Kornhuber J, Bormann J, Retz W, et al. Memantine displaces [3H]MK-801 at therapeutic concentrations in postmortem human frontal cortex. Eur J Pharmacol 1989; 166: 589–90PubMedCrossRef
4.
go back to reference Bormann J. Memantine is a potent blocker of N-methyl-D-aspartate (NMDA) receptor channels. Eur J Pharmacol 1989; 166: 591–2PubMedCrossRef Bormann J. Memantine is a potent blocker of N-methyl-D-aspartate (NMDA) receptor channels. Eur J Pharmacol 1989; 166: 591–2PubMedCrossRef
5.
go back to reference Kornhuber J, Bormann J, Hübers M, et al. Effects of the 1-amino-adamantanes at the MK-801-binding site of the NMDA-receptor-gated ion channel: a human postmortem brain study. Eur J Pharmacol Mol Pharmacol Sect 1991; 206: 297–300CrossRef Kornhuber J, Bormann J, Hübers M, et al. Effects of the 1-amino-adamantanes at the MK-801-binding site of the NMDA-receptor-gated ion channel: a human postmortem brain study. Eur J Pharmacol Mol Pharmacol Sect 1991; 206: 297–300CrossRef
6.
go back to reference Kornhuber J, Quack G. Cerebrospinal fluid and serum concentrations of the N-methyl-D-aspartate (NMDA) receptor antagonist memantine in man. Neurosci Lett 1995; 195: 137–9PubMedCrossRef Kornhuber J, Quack G. Cerebrospinal fluid and serum concentrations of the N-methyl-D-aspartate (NMDA) receptor antagonist memantine in man. Neurosci Lett 1995; 195: 137–9PubMedCrossRef
9.
go back to reference Freudenthaler S, Görtelmeyer R, Pantev M, et al. Dose-response analysis to support dosage recommendations for memantine. Naunyn-Schmiedebergs Arch Pharmacol 1996; 353 Suppl.: R159 Freudenthaler S, Görtelmeyer R, Pantev M, et al. Dose-response analysis to support dosage recommendations for memantine. Naunyn-Schmiedebergs Arch Pharmacol 1996; 353 Suppl.: R159
10.
go back to reference Periclou A, Ventura D, Rao N, et al. Pharmacokinetic study of memantine in healthy and renally impaired subjects. Clin Pharmacol Ther 2006; 79(1): 134–43PubMedCrossRef Periclou A, Ventura D, Rao N, et al. Pharmacokinetic study of memantine in healthy and renally impaired subjects. Clin Pharmacol Ther 2006; 79(1): 134–43PubMedCrossRef
11.
go back to reference Wesemann W, Sontag K-H, Maj J. Zur Pharmakodynamik und Pharmakokinetik des Memantin. Arzneimittelforschung/Drug Res 1983; 33: 1122–34 Wesemann W, Sontag K-H, Maj J. Zur Pharmakodynamik und Pharmakokinetik des Memantin. Arzneimittelforschung/Drug Res 1983; 33: 1122–34
12.
go back to reference Freudenthaler S, Meineke I, Schreeb KH, et al. Influence of urine pH and urinary flow on the renal excretion of memantine. Br J Clin Pharmacol 1998; 46(6): 541–6PubMedCrossRef Freudenthaler S, Meineke I, Schreeb KH, et al. Influence of urine pH and urinary flow on the renal excretion of memantine. Br J Clin Pharmacol 1998; 46(6): 541–6PubMedCrossRef
13.
go back to reference Henkel JG, Hane JT. Structure-anti-Parkinson activity relationships in the aminoadamantanes: influence of bridgehead substitution. J Med Chem 1982; 25: 51–6PubMedCrossRef Henkel JG, Hane JT. Structure-anti-Parkinson activity relationships in the aminoadamantanes: influence of bridgehead substitution. J Med Chem 1982; 25: 51–6PubMedCrossRef
14.
go back to reference Micuda S, Mundlova L, Anzenbacherova E, et al. Inhibitory effects of memantine on human cytochrome P450 activities: prediction of in vivo drug interactions. Eur J Clin Pharmacol 2004; 60: 583–9PubMedCrossRef Micuda S, Mundlova L, Anzenbacherova E, et al. Inhibitory effects of memantine on human cytochrome P450 activities: prediction of in vivo drug interactions. Eur J Clin Pharmacol 2004; 60: 583–9PubMedCrossRef
15.
go back to reference Aarons L. Population pharmacokinetics: theory and practice. Br J Clin Pharmacol 1991; 32: 669–70PubMed Aarons L. Population pharmacokinetics: theory and practice. Br J Clin Pharmacol 1991; 32: 669–70PubMed
16.
go back to reference Beal SL, Sheiner LB. NONMEM users guides, NONMEM Project Group, San Francisco. San Francisco (CA): University of California, 1992 Beal SL, Sheiner LB. NONMEM users guides, NONMEM Project Group, San Francisco. San Francisco (CA): University of California, 1992
17.
go back to reference Fachinfo-Service. Fachinformationsverzeichnis Deutschland, RoteListe Service GmbH — Frankfurt/Main [online]. Available from URL: http://www.fachinfo.de [Accessed 2006 Jan 15] Fachinfo-Service. Fachinformationsverzeichnis Deutschland, RoteListe Service GmbH — Frankfurt/Main [online]. Available from URL: http://​www.​fachinfo.​de [Accessed 2006 Jan 15]
18.
go back to reference Masereeuw R, Russel FG. Mechanisms and clinical implications of renal drug excretion. Drug Metab Rev 2001; 33(3–4): 299–351PubMedCrossRef Masereeuw R, Russel FG. Mechanisms and clinical implications of renal drug excretion. Drug Metab Rev 2001; 33(3–4): 299–351PubMedCrossRef
20.
go back to reference Merz + Co. Validation of a GC/MS-method for the quantitative assessment of memantine in human plasma and urine [internal report]. Frankfurt/Main: Merz + Co., 2001 Merz + Co. Validation of a GC/MS-method for the quantitative assessment of memantine in human plasma and urine [internal report]. Frankfurt/Main: Merz + Co., 2001
21.
go back to reference Sheiner LB, Beal SL. Bayesian individualization of pharmacokinetics: simple implementation and comparison with non-Bayesian methods. J Pharm Sci 1982; 71: 1344–8PubMedCrossRef Sheiner LB, Beal SL. Bayesian individualization of pharmacokinetics: simple implementation and comparison with non-Bayesian methods. J Pharm Sci 1982; 71: 1344–8PubMedCrossRef
22.
go back to reference Hastie T, Tibshirani R. Generalized additive models. Stat Sci 1986; 1: 297–318CrossRef Hastie T, Tibshirani R. Generalized additive models. Stat Sci 1986; 1: 297–318CrossRef
23.
go back to reference Hastie T, Tibshirani R. Generalized additive models for medical research. Stat Methods Med Res 1995; 4(3): 187–96PubMedCrossRef Hastie T, Tibshirani R. Generalized additive models for medical research. Stat Methods Med Res 1995; 4(3): 187–96PubMedCrossRef
24.
go back to reference Maitre PO, Buhrer M, Thomson D, et al. A three-step approach combining Bayesian regression and NONMEM population analysis: application to midazolam. J Pharmacokinet Biopharm 1991; 19(4): 377–84PubMed Maitre PO, Buhrer M, Thomson D, et al. A three-step approach combining Bayesian regression and NONMEM population analysis: application to midazolam. J Pharmacokinet Biopharm 1991; 19(4): 377–84PubMed
25.
go back to reference Mandema JW, Verotta D, Sheiner LB. Building population pharmacokinetic-pharmacodynamic models I: models for covariate effects. J Pharmacokinet Biopharm 1992; 20(5): 511–28PubMed Mandema JW, Verotta D, Sheiner LB. Building population pharmacokinetic-pharmacodynamic models I: models for covariate effects. J Pharmacokinet Biopharm 1992; 20(5): 511–28PubMed
26.
go back to reference Wählby U, Jonsson EN, Karlsson MO. Comparison of stepwise covariate model building strategies in population pharmacokinetic-pharmacodynamic analysis. AAPS PharmSci 2002; 4(E27): 1–12 Wählby U, Jonsson EN, Karlsson MO. Comparison of stepwise covariate model building strategies in population pharmacokinetic-pharmacodynamic analysis. AAPS PharmSci 2002; 4(E27): 1–12
28.
go back to reference Akaike H. A new look at the statistical model identification. IEEE Trans Autom Contr 1974; 19: 716–23CrossRef Akaike H. A new look at the statistical model identification. IEEE Trans Autom Contr 1974; 19: 716–23CrossRef
29.
go back to reference Perri D, Ito S, Rowsell V, et al. The kidney: the body’s playground for drugs: an overview of renal drug handling with selected clinical correlates. Can J Clin Pharmacol 2003; 10(1): 17–23PubMed Perri D, Ito S, Rowsell V, et al. The kidney: the body’s playground for drugs: an overview of renal drug handling with selected clinical correlates. Can J Clin Pharmacol 2003; 10(1): 17–23PubMed
30.
go back to reference Nierenberg DW. Drug inhibition of penicillin tubular secretion: concordance between in vitro and clinical findings. J Pharmacol Exp Ther 1987; 240(3): 712–6PubMed Nierenberg DW. Drug inhibition of penicillin tubular secretion: concordance between in vitro and clinical findings. J Pharmacol Exp Ther 1987; 240(3): 712–6PubMed
31.
go back to reference Somogyi A, Stockley C, Keal J, et al. Reduction of metformin renal tubular secretion by cimetidine in man. Br J Clin Pharmacol 1987; 23(5): 545–51PubMedCrossRef Somogyi A, Stockley C, Keal J, et al. Reduction of metformin renal tubular secretion by cimetidine in man. Br J Clin Pharmacol 1987; 23(5): 545–51PubMedCrossRef
32.
go back to reference Fujita T, Urban TJ, Leabman MK, et al. Transport of drugs in the kidney by the human organic cation transporter, OCT2 and its genetic variants. J Pharm Sci 2006; 95(1): 25–36PubMedCrossRef Fujita T, Urban TJ, Leabman MK, et al. Transport of drugs in the kidney by the human organic cation transporter, OCT2 and its genetic variants. J Pharm Sci 2006; 95(1): 25–36PubMedCrossRef
33.
go back to reference Gaudry SE, Sitar DS, Smyth DD, et al. Gender and age as factors in the inhibition of renal clearance of amantadine by quinine and quinidine. Clin Pharmacol Ther 1993; 54(1): 23–7PubMedCrossRef Gaudry SE, Sitar DS, Smyth DD, et al. Gender and age as factors in the inhibition of renal clearance of amantadine by quinine and quinidine. Clin Pharmacol Ther 1993; 54(1): 23–7PubMedCrossRef
34.
go back to reference Busch AE, Karbach U, Miska D, et al. Human neurons express the polyspecific cation transporter hOCT2, which translocates monoamine neurotransmitters, amantadine, and memantine. Mol Pharmacol 1998; 54(2): 342–52PubMed Busch AE, Karbach U, Miska D, et al. Human neurons express the polyspecific cation transporter hOCT2, which translocates monoamine neurotransmitters, amantadine, and memantine. Mol Pharmacol 1998; 54(2): 342–52PubMed
35.
go back to reference Fourie J, Escobar MR, Sitar DS. NMDA receptor antagonists to characterize rat renal organic cation transporter function. Eur J Pharmacol 2002; 452(1): 1–10PubMedCrossRef Fourie J, Escobar MR, Sitar DS. NMDA receptor antagonists to characterize rat renal organic cation transporter function. Eur J Pharmacol 2002; 452(1): 1–10PubMedCrossRef
36.
go back to reference Launay-Vacher V, Izzedine H, Karie S, et al. Renal tubular drug transporters. Nephron Physiol 2006; 103(3): 97–106CrossRef Launay-Vacher V, Izzedine H, Karie S, et al. Renal tubular drug transporters. Nephron Physiol 2006; 103(3): 97–106CrossRef
37.
go back to reference Fromm MF. Importance of P-glycoprotein for drug disposition in humans. Eur J Clin Invest 2003; 33 Suppl. 2: 6–9PubMedCrossRef Fromm MF. Importance of P-glycoprotein for drug disposition in humans. Eur J Clin Invest 2003; 33 Suppl. 2: 6–9PubMedCrossRef
38.
go back to reference Periclou AP, Ventura D, Sherman T, et al. Lack of pharmacokinetic or pharmacodynamic interaction between memantine and donepezil. Ann Pharmacother 2004; 38(9): 1389–94PubMedCrossRef Periclou AP, Ventura D, Sherman T, et al. Lack of pharmacokinetic or pharmacodynamic interaction between memantine and donepezil. Ann Pharmacother 2004; 38(9): 1389–94PubMedCrossRef
39.
go back to reference Rao N, Chou T, Ventura D, et al. Investigation of the pharmacokinetic and pharmacodynamic interactions between memantine and glyburide/metformin in healthy young subjects: a single-center, multiple-dose, open-label study. Clin Ther 2005; 27(10): 1596–606PubMedCrossRef Rao N, Chou T, Ventura D, et al. Investigation of the pharmacokinetic and pharmacodynamic interactions between memantine and glyburide/metformin in healthy young subjects: a single-center, multiple-dose, open-label study. Clin Ther 2005; 27(10): 1596–606PubMedCrossRef
40.
go back to reference Nagy CF, Kumar D, Cullen EI, et al. Steady-state pharmacokinetics and safety of donepezil HC1 in subjects with moderately impaired renal function. Br J Clin Pharmacol 2004; 58 Suppl. 1: 18–24PubMedCrossRef Nagy CF, Kumar D, Cullen EI, et al. Steady-state pharmacokinetics and safety of donepezil HC1 in subjects with moderately impaired renal function. Br J Clin Pharmacol 2004; 58 Suppl. 1: 18–24PubMedCrossRef
41.
go back to reference Tiseo PJ, Foley K, Friedhoff LT. An evaluation of the pharmacokinetics of donepezil HC1 in patients with moderately to severely impaired renal function. Br J Clin Pharmacol 1998; 46 Suppl. 1: 56–60PubMedCrossRef Tiseo PJ, Foley K, Friedhoff LT. An evaluation of the pharmacokinetics of donepezil HC1 in patients with moderately to severely impaired renal function. Br J Clin Pharmacol 1998; 46 Suppl. 1: 56–60PubMedCrossRef
42.
go back to reference Honegger UE, Quack G, Wiesmann UN. Evidence for lysosomotropism of memantine in cultured human cells: cellular kinetics and effects of memantine on phospholipid content and composition, membrane fluidity and β-adrenergic transmission. Pharmacol Toxicol 1993; 73: 202–8PubMedCrossRef Honegger UE, Quack G, Wiesmann UN. Evidence for lysosomotropism of memantine in cultured human cells: cellular kinetics and effects of memantine on phospholipid content and composition, membrane fluidity and β-adrenergic transmission. Pharmacol Toxicol 1993; 73: 202–8PubMedCrossRef
43.
go back to reference Ishizaki J, Yokogawa K, Ichimura F, et al. Uptake of imipramine in rat liver lysosomes in vitro and its inhibition by basic drugs. J Pharmacol Exp Ther 2000; 294(3): 1088–98PubMed Ishizaki J, Yokogawa K, Ichimura F, et al. Uptake of imipramine in rat liver lysosomes in vitro and its inhibition by basic drugs. J Pharmacol Exp Ther 2000; 294(3): 1088–98PubMed
44.
go back to reference Ohkuma S, Poole B. Fluorescence probe measurement of the intralysosomal pH in living cells and the perturbation of pH by various agents. Proc Natl Acad Sci U S A 1978; 75(7): 3327–31PubMedCrossRef Ohkuma S, Poole B. Fluorescence probe measurement of the intralysosomal pH in living cells and the perturbation of pH by various agents. Proc Natl Acad Sci U S A 1978; 75(7): 3327–31PubMedCrossRef
Metadata
Title
Memantine Pharmacotherapy
A Naturalistic Study Using a Population Pharmacokinetic Approach
Authors
Dr Johannes Kornhuber
Evelin M. Kennepohl
Stefan Bleich
Jens Wiltfang
Thomas Kraus
Udo Reulbach
Ingolf Meineke
Publication date
01-07-2007
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 7/2007
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.2165/00003088-200746070-00005

Other articles of this Issue 7/2007

Clinical Pharmacokinetics 7/2007 Go to the issue