Skip to main content
Erschienen in: Clinical Pharmacokinetics 12/2016

10.06.2016 | Original Research Article

Population Genetic-Based Pharmacokinetic Modeling of Methadone and its Relationship with the QTc Interval in Opioid-Dependent Patients

verfasst von: Chantal Csajka, Séverine Crettol, Monia Guidi, Chin B. Eap

Erschienen in: Clinical Pharmacokinetics | Ausgabe 12/2016

Einloggen, um Zugang zu erhalten

Abstract

Background and Objectives

Methadone is a μ-opioid agonist widely used for the treatment of pain, and for detoxification or maintenance treatment in opioid addiction. It has been shown to exhibit large pharmacokinetic variability and concentration–QTc relationships. In this study we investigated the relative influence of genetic polymorphism and other variables on the dose concentration–QTc relationship.

Patients and Methods

A population model for methadone enantiomers in 251 opioid-dependent patients was developed using non-linear mixed effect modeling (NONMEM®). Various models were tested to characterize the pharmacokinetics of (R)- and (S)-methadone and the pharmacokinetic–pharmacodynamic relationship, while including demographics, physiological conditions, co-medications, and genetic variants as covariates. Model-based simulations were performed to assess the relative increase in QTc with dose upon stratification according to genetic polymorphisms involved in methadone disposition.

Results

A two-compartment model with first-order absorption and lag time provided the best model fit for (R)- and (S)-methadone pharmacokinetics. (S)-methadone clearance was influenced by cytochrome P450 (CYP) 2B6 activity, ABCB1 3435C>T, and α-1 acid glycoprotein level, while (R)-methadone clearance was influenced by CYP2B6 activity, POR*28, and CYP3A4*22. A linear model described the methadone concentration–QTc relationship, with a mean QTc increase of 9.9 ms and 19.2 ms per 1000 ng/ml of (R)- and (S)-methadone, respectively. Simulations with different methadone doses up to 240 mg/day showed that <8 % of patients presented with a QTc interval above 450 ms; however, this might reach 12 to 18 % for (R)- and (S)-methadone, respectively, in patients with a genetic status associated with a decreased methadone elimination at doses exceeding 240 mg/day.

Conclusion

Risk factor assessment, electrocardiogram monitoring, and therapeutic drug monitoring are beneficial to optimize treatment in methadone patients, especially for those who have low levels despite high methadone doses, or who are at risk of overdosing.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
2.
Zurück zum Zitat Chou R, Weimer MB, Dana T. Methadone overdose and cardiac arrhythmia potential: findings from a review of the evidence for an American Pain Society and College on Problems of Drug Dependence clinical practice guideline. J Pain. 2014;15(4):338–65.CrossRefPubMed Chou R, Weimer MB, Dana T. Methadone overdose and cardiac arrhythmia potential: findings from a review of the evidence for an American Pain Society and College on Problems of Drug Dependence clinical practice guideline. J Pain. 2014;15(4):338–65.CrossRefPubMed
3.
Zurück zum Zitat Kristensen K, Christensen CB, Christrup LL. The mu1, mu2, delta, kappa opioid receptor binding profiles of methadone stereoisomers and morphine. Life Sci. 1995;56:L45–50.CrossRef Kristensen K, Christensen CB, Christrup LL. The mu1, mu2, delta, kappa opioid receptor binding profiles of methadone stereoisomers and morphine. Life Sci. 1995;56:L45–50.CrossRef
4.
Zurück zum Zitat Eap CB, Crettol S, Rougier JS, Schlapfer J, Sintra GL, Deglon JJ, et al. Stereoselective block of hERG channel by (S)-methadone and QT interval prolongation in CYP2B6 slow metabolizers. Clin Pharmacol Ther. 2007;81(5):719–28.CrossRefPubMed Eap CB, Crettol S, Rougier JS, Schlapfer J, Sintra GL, Deglon JJ, et al. Stereoselective block of hERG channel by (S)-methadone and QT interval prolongation in CYP2B6 slow metabolizers. Clin Pharmacol Ther. 2007;81(5):719–28.CrossRefPubMed
5.
Zurück zum Zitat Lin C, Somberg T, Molnar J, Somberg J. The effects of chiral isolates of methadone on the cardiac potassium channel IKr. Cardiology. 2009;113(1):59–65.CrossRefPubMed Lin C, Somberg T, Molnar J, Somberg J. The effects of chiral isolates of methadone on the cardiac potassium channel IKr. Cardiology. 2009;113(1):59–65.CrossRefPubMed
6.
Zurück zum Zitat Ansermot N, Albayrak O, Schlapfer J, Crettol S, Croquette-Krokar M, Bourquin M, et al. Substitution of (R, S)-methadone by (R)-methadone: impact on QTc interval. Arch Intern Med. 2010;170(6):529–36.CrossRefPubMed Ansermot N, Albayrak O, Schlapfer J, Crettol S, Croquette-Krokar M, Bourquin M, et al. Substitution of (R, S)-methadone by (R)-methadone: impact on QTc interval. Arch Intern Med. 2010;170(6):529–36.CrossRefPubMed
7.
Zurück zum Zitat Crettol S, Déglon JJ, Besson J, Croquette-Krokkar M, Hämmig R, Gothuey I, et al. ABCB1 and cytochrome P450 genotypes and phenotypes: influence on methadone plasma levels and response to treatment. Clin Pharmacol Ther. 2006;80(6):668–81.CrossRefPubMed Crettol S, Déglon JJ, Besson J, Croquette-Krokkar M, Hämmig R, Gothuey I, et al. ABCB1 and cytochrome P450 genotypes and phenotypes: influence on methadone plasma levels and response to treatment. Clin Pharmacol Ther. 2006;80(6):668–81.CrossRefPubMed
8.
Zurück zum Zitat Gerber JG, Rhodes RJ, Gal J. Stereoselective metabolism of methadone N-demethylation by cytochrome P4502B6 and 2C19. Chirality. 2004;16(1):36–44.CrossRefPubMed Gerber JG, Rhodes RJ, Gal J. Stereoselective metabolism of methadone N-demethylation by cytochrome P4502B6 and 2C19. Chirality. 2004;16(1):36–44.CrossRefPubMed
9.
Zurück zum Zitat Kharasch ED, Hoffer C, Whittington D, Sheffels P. Role of hepatic and intestinal cytochrome P450 3A and 2B6 in the metabolism, disposition, and miotic effects of methadone. Clin Pharmacol Ther. 2004;76(3):250–69.CrossRefPubMed Kharasch ED, Hoffer C, Whittington D, Sheffels P. Role of hepatic and intestinal cytochrome P450 3A and 2B6 in the metabolism, disposition, and miotic effects of methadone. Clin Pharmacol Ther. 2004;76(3):250–69.CrossRefPubMed
10.
Zurück zum Zitat Totah RA, Sheffels P, Roberts T, Whittington D, Thummel K, Kharasch ED. Role of CYP2B6 in stereoselective human methadone metabolism. Anesthesiology. 2008;108(3):363–74.CrossRefPubMed Totah RA, Sheffels P, Roberts T, Whittington D, Thummel K, Kharasch ED. Role of CYP2B6 in stereoselective human methadone metabolism. Anesthesiology. 2008;108(3):363–74.CrossRefPubMed
11.
Zurück zum Zitat Chang Y, Fang WB, Lin SN, Moody DE. Stereo-selective metabolism of methadone by human liver microsomes and cDNA-expressed cytochrome P450s: a reconciliation. Basic Clin Pharmacol Toxicol. 2011;108(1):55–62.CrossRefPubMed Chang Y, Fang WB, Lin SN, Moody DE. Stereo-selective metabolism of methadone by human liver microsomes and cDNA-expressed cytochrome P450s: a reconciliation. Basic Clin Pharmacol Toxicol. 2011;108(1):55–62.CrossRefPubMed
12.
Zurück zum Zitat Crettol S, Déglon JJ, Besson J, Croquette-Krokkar M, Gothuey I, Hämmig R, et al. Methadone enantiomer plasma levels, CYP2B6, CYP2C19 and CYP2C9 genotypes, and response to treatment. Clin Pharmacol Ther. 2005;78:593–604.CrossRefPubMed Crettol S, Déglon JJ, Besson J, Croquette-Krokkar M, Gothuey I, Hämmig R, et al. Methadone enantiomer plasma levels, CYP2B6, CYP2C19 and CYP2C9 genotypes, and response to treatment. Clin Pharmacol Ther. 2005;78:593–604.CrossRefPubMed
13.
Zurück zum Zitat Wang SC, Ho IK, Tsou HH, Tian JN, Hsiao CF, Chen CH, et al. CYP2B6 polymorphisms influence the plasma concentration and clearance of the methadone S-enantiomer. J Clin Psychopharmacol. 2011;31(4):463–9.CrossRefPubMed Wang SC, Ho IK, Tsou HH, Tian JN, Hsiao CF, Chen CH, et al. CYP2B6 polymorphisms influence the plasma concentration and clearance of the methadone S-enantiomer. J Clin Psychopharmacol. 2011;31(4):463–9.CrossRefPubMed
15.
Zurück zum Zitat Florian J, Garnett CE, Nallani SC, Rappaport BA, Throckmorton DC. A modeling and simulation approach to characterize methadone QT prolongation using pooled data from five clinical trials in MMT patients. Clin Pharmacol Ther. 2012;91(4):666–72.CrossRefPubMed Florian J, Garnett CE, Nallani SC, Rappaport BA, Throckmorton DC. A modeling and simulation approach to characterize methadone QT prolongation using pooled data from five clinical trials in MMT patients. Clin Pharmacol Ther. 2012;91(4):666–72.CrossRefPubMed
16.
Zurück zum Zitat Foster DJR, Somogyi AA, White JM, Bochner F. Population pharmacokinetics of (R)-, (S)- and rac-methadone in methadone maintenance patients. Br J Clin Pharmacol. 2004;57(6):742–55.CrossRefPubMedPubMedCentral Foster DJR, Somogyi AA, White JM, Bochner F. Population pharmacokinetics of (R)-, (S)- and rac-methadone in methadone maintenance patients. Br J Clin Pharmacol. 2004;57(6):742–55.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Bart G, Lenz S, Straka RJ, Brundage RC. Ethnic and genetic factors in methadone pharmacokinetics: a population pharmacokinetic study. Drug Alcohol Depend. 2014;145:185–93.CrossRefPubMedPubMedCentral Bart G, Lenz S, Straka RJ, Brundage RC. Ethnic and genetic factors in methadone pharmacokinetics: a population pharmacokinetic study. Drug Alcohol Depend. 2014;145:185–93.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Ansermot N, Rudaz S, Brawand-Amey M, Fleury-Souverain S, Veuthey JL, Eap CB. Validation and long-term evaluation of a modified on-line chiral analytical method for therapeutic drug monitoring of (R, S)-methadone in clinical samples. J Chromatogr B. 2009;877(23):2301–7.CrossRef Ansermot N, Rudaz S, Brawand-Amey M, Fleury-Souverain S, Veuthey JL, Eap CB. Validation and long-term evaluation of a modified on-line chiral analytical method for therapeutic drug monitoring of (R, S)-methadone in clinical samples. J Chromatogr B. 2009;877(23):2301–7.CrossRef
19.
Zurück zum Zitat Benmebarek M, Devaud C, Gex-Fabry M, Powell Golay K, Brogli C, Baumann P, et al. Effects of grapefruit juice on the pharmacokinetics of the enantiomers of methadone. Clin Pharmacol Ther. 2004;76:55–63.CrossRefPubMed Benmebarek M, Devaud C, Gex-Fabry M, Powell Golay K, Brogli C, Baumann P, et al. Effects of grapefruit juice on the pharmacokinetics of the enantiomers of methadone. Clin Pharmacol Ther. 2004;76:55–63.CrossRefPubMed
20.
Zurück zum Zitat Eap CB, Finkbeiner T, Gastpar M, Scherbaum N, Powell K, Baumann P. Replacement of (R)-methadone by a double dose of (R, S)-methadone in addicts: interindividual variability of the (R)/(S) ratios and evidence of adaptive changes in methadone pharmacokinetics. Eur J Clin Pharmacol. 1996;50:385–9.CrossRefPubMed Eap CB, Finkbeiner T, Gastpar M, Scherbaum N, Powell K, Baumann P. Replacement of (R)-methadone by a double dose of (R, S)-methadone in addicts: interindividual variability of the (R)/(S) ratios and evidence of adaptive changes in methadone pharmacokinetics. Eur J Clin Pharmacol. 1996;50:385–9.CrossRefPubMed
21.
Zurück zum Zitat Oneda B, Crettol S, Jaquenoud Sirot E, Bochud M, Ansermot N, Eap CB. The P450 oxidoreductase is associated with CYP3A activity in vivo as measured by the midazolam phenotyping test. Pharmacogenet Genomics. 2009;19(11):877–83.CrossRefPubMed Oneda B, Crettol S, Jaquenoud Sirot E, Bochud M, Ansermot N, Eap CB. The P450 oxidoreductase is associated with CYP3A activity in vivo as measured by the midazolam phenotyping test. Pharmacogenet Genomics. 2009;19(11):877–83.CrossRefPubMed
22.
Zurück zum Zitat Dobrinas M, Crettol S, Oneda B, Lahyani R, Rotger M, Choong E, et al. Contribution of CYP2B6 alleles in explaining extreme (S)-methadone plasma levels: a CYP2B6 gene resequencing study. Pharmacogenet Genomics. 2013;23(2):84–93.CrossRefPubMed Dobrinas M, Crettol S, Oneda B, Lahyani R, Rotger M, Choong E, et al. Contribution of CYP2B6 alleles in explaining extreme (S)-methadone plasma levels: a CYP2B6 gene resequencing study. Pharmacogenet Genomics. 2013;23(2):84–93.CrossRefPubMed
23.
Zurück zum Zitat Crettol S, Venetz JP, Fontana M, Aubert JD, Ansermot N, Fathi M, et al. Influence of ABCB1 genetic polymorphism on cyclosporine intracellular concentrations in transplant recipients. Pharmacogenet Genomics. 2008;18:307–15.CrossRefPubMed Crettol S, Venetz JP, Fontana M, Aubert JD, Ansermot N, Fathi M, et al. Influence of ABCB1 genetic polymorphism on cyclosporine intracellular concentrations in transplant recipients. Pharmacogenet Genomics. 2008;18:307–15.CrossRefPubMed
27.
Zurück zum Zitat Walsky RL, Astuccio AV, Obach RS. Evaluation of 227 drugs for in vitro inhibition of cytochrome P450 2B6. J Clin Pharmacol. 2006;46(12):1426–38.CrossRefPubMed Walsky RL, Astuccio AV, Obach RS. Evaluation of 227 drugs for in vitro inhibition of cytochrome P450 2B6. J Clin Pharmacol. 2006;46(12):1426–38.CrossRefPubMed
29.
Zurück zum Zitat Fridericia LS. The duration of systole in an electrocardiogram in normal humans and in patients with heart disease. 1920. Ann Noninvasive Electrocardiol. 2003;8(4):343–51.CrossRefPubMed Fridericia LS. The duration of systole in an electrocardiogram in normal humans and in patients with heart disease. 1920. Ann Noninvasive Electrocardiol. 2003;8(4):343–51.CrossRefPubMed
30.
Zurück zum Zitat NONMEM users guides (1989–2006). Ellicott City: Icon Development Solutions; 2007. NONMEM users guides (1989–2006). Ellicott City: Icon Development Solutions; 2007.
31.
Zurück zum Zitat Eap CB, Buclin T, Baumann P. Interindividual variability of the clinical pharmacokinetics of methadone: implications for the treatment of opioid dependence. Clin Pharmacokinet. 2002;41(14):1153–93.CrossRefPubMed Eap CB, Buclin T, Baumann P. Interindividual variability of the clinical pharmacokinetics of methadone: implications for the treatment of opioid dependence. Clin Pharmacokinet. 2002;41(14):1153–93.CrossRefPubMed
32.
Zurück zum Zitat Begré S, von Bardeleben U, Ladewig D, Jaquet-Rochat S, Cosendai-Savary L, Powell Golay K, et al. Paroxetine increases steady-state concentrations of (R)-methadone in CYP2D6 extensive but not poor metabolizers. J Clin Psychopharmacol. 2002;22(2):211–5.CrossRefPubMed Begré S, von Bardeleben U, Ladewig D, Jaquet-Rochat S, Cosendai-Savary L, Powell Golay K, et al. Paroxetine increases steady-state concentrations of (R)-methadone in CYP2D6 extensive but not poor metabolizers. J Clin Psychopharmacol. 2002;22(2):211–5.CrossRefPubMed
34.
Zurück zum Zitat Wang D, Guo Y, Wrighton SA, Cooke GE, Sadee W. Intronic polymorphism in CYP3A4 affects hepatic expression and response to statin drugs. Pharmacogenomics J. 2011;11(4):274–86.CrossRefPubMed Wang D, Guo Y, Wrighton SA, Cooke GE, Sadee W. Intronic polymorphism in CYP3A4 affects hepatic expression and response to statin drugs. Pharmacogenomics J. 2011;11(4):274–86.CrossRefPubMed
35.
Zurück zum Zitat Elens L, Nieuweboer A, Clarke SJ, Charles KA, de Graan AJ, Haufroid V, et al. CYP3A4 intron 6 C>T SNP (CYP3A4*22) encodes lower CYP3A4 activity in cancer patients, as measured with probes midazolam and erythromycin. Pharmacogenomics. 2013;14(2):137–49.CrossRefPubMed Elens L, Nieuweboer A, Clarke SJ, Charles KA, de Graan AJ, Haufroid V, et al. CYP3A4 intron 6 C>T SNP (CYP3A4*22) encodes lower CYP3A4 activity in cancer patients, as measured with probes midazolam and erythromycin. Pharmacogenomics. 2013;14(2):137–49.CrossRefPubMed
36.
Zurück zum Zitat Yang G, Fu Z, Chen X, Yuan H, Yang H, Huang Y, et al. Effects of the CYP oxidoreductase Ala503Val polymorphism on CYP3A activity in vivo: a randomized, open-label, crossover study in healthy Chinese men. Clin Ther. 2011;33(12):2060–70.CrossRefPubMed Yang G, Fu Z, Chen X, Yuan H, Yang H, Huang Y, et al. Effects of the CYP oxidoreductase Ala503Val polymorphism on CYP3A activity in vivo: a randomized, open-label, crossover study in healthy Chinese men. Clin Ther. 2011;33(12):2060–70.CrossRefPubMed
37.
Zurück zum Zitat Elens L, Nieuweboer AJ, Clarke SJ, Charles KA, de Graan AJ, Haufroid V, et al. Impact of POR*28 on the clinical pharmacokinetics of CYP3A phenotyping probes midazolam and erythromycin. Pharmacogenet Genomics. 2013;23(3):148–55.CrossRefPubMed Elens L, Nieuweboer AJ, Clarke SJ, Charles KA, de Graan AJ, Haufroid V, et al. Impact of POR*28 on the clinical pharmacokinetics of CYP3A phenotyping probes midazolam and erythromycin. Pharmacogenet Genomics. 2013;23(3):148–55.CrossRefPubMed
38.
Zurück zum Zitat Agrawal V, Choi JH, Giacomini KM, Miller WL. Substrate-specific modulation of CYP3A4 activity by genetic variants of cytochrome P450 oxidoreductase. Pharmacogenet Genomics. 2010;20(10):611–8.CrossRefPubMedPubMedCentral Agrawal V, Choi JH, Giacomini KM, Miller WL. Substrate-specific modulation of CYP3A4 activity by genetic variants of cytochrome P450 oxidoreductase. Pharmacogenet Genomics. 2010;20(10):611–8.CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Crettol S, Digon P, Golay KP, Brawand M, Eap CB. In vitro P-glycoprotein-mediated transport of (R)-, (S)-, (R, S)-methadone. LAAM and their main metabolites. Pharmacology. 2007;80(4):304–11.CrossRefPubMed Crettol S, Digon P, Golay KP, Brawand M, Eap CB. In vitro P-glycoprotein-mediated transport of (R)-, (S)-, (R, S)-methadone. LAAM and their main metabolites. Pharmacology. 2007;80(4):304–11.CrossRefPubMed
40.
Zurück zum Zitat Goldberg RJ, Bengtson J, Chen ZY, Anderson KM, Locati E, Levy D. Duration of the QT interval and total and cardiovascular mortality in healthy persons (The Framingham Heart Study experience). Am J Cardiol. 1991;67(1):55–8.CrossRefPubMed Goldberg RJ, Bengtson J, Chen ZY, Anderson KM, Locati E, Levy D. Duration of the QT interval and total and cardiovascular mortality in healthy persons (The Framingham Heart Study experience). Am J Cardiol. 1991;67(1):55–8.CrossRefPubMed
41.
Zurück zum Zitat Girardin FR, Gex-Fabry M, Berney P, Shah D, Gaspoz JM, Dayer P. Drug-induced long QT in adult psychiatric inpatients: the 5-year cross-sectional ECG Screening Outcome in Psychiatry Study. Am J Psychiatry. 2013;170(12):1468–76.CrossRefPubMed Girardin FR, Gex-Fabry M, Berney P, Shah D, Gaspoz JM, Dayer P. Drug-induced long QT in adult psychiatric inpatients: the 5-year cross-sectional ECG Screening Outcome in Psychiatry Study. Am J Psychiatry. 2013;170(12):1468–76.CrossRefPubMed
42.
Zurück zum Zitat Romero J, Baldinger SH, Goodman-Meza D, Engstrom K, Valencia CR, Golive A, et al. Drug-induced torsades de pointes in an underserved urban population. Methadone: is there therapeutic equipoise? J Interv Card Electrophysiol. 2016;45(1):37–45.CrossRefPubMed Romero J, Baldinger SH, Goodman-Meza D, Engstrom K, Valencia CR, Golive A, et al. Drug-induced torsades de pointes in an underserved urban population. Methadone: is there therapeutic equipoise? J Interv Card Electrophysiol. 2016;45(1):37–45.CrossRefPubMed
43.
Zurück zum Zitat Krantz MJ, Martin J, Stimmel B, Mehta D, Haigney MC. QTc interval screening in methadone treatment. Ann Intern Med. 2009;150(6):387–95.CrossRefPubMed Krantz MJ, Martin J, Stimmel B, Mehta D, Haigney MC. QTc interval screening in methadone treatment. Ann Intern Med. 2009;150(6):387–95.CrossRefPubMed
Metadaten
Titel
Population Genetic-Based Pharmacokinetic Modeling of Methadone and its Relationship with the QTc Interval in Opioid-Dependent Patients
verfasst von
Chantal Csajka
Séverine Crettol
Monia Guidi
Chin B. Eap
Publikationsdatum
10.06.2016
Verlag
Springer International Publishing
Erschienen in
Clinical Pharmacokinetics / Ausgabe 12/2016
Print ISSN: 0312-5963
Elektronische ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-016-0415-2

Weitere Artikel der Ausgabe 12/2016

Clinical Pharmacokinetics 12/2016 Zur Ausgabe

Acknowledgement to Referees

Acknowledgement to Referees