Low heritability in pharmacokinetics of talinolol: a pharmacogenetic twin study on the heritability of the pharmacokinetics of talinolol, a putative probe drug of MDR1 and other membrane transporters

Johannes Matthaei, Mladen V Tzvetkov, Valerie Gal, Cordula Sachse-Seeboth, Daniel Sehrt, Jakob B Hjelmborg, Ute Hofmann, Matthias Schwab, Reinhold Kerb, Jürgen Brockmöller, Johannes Matthaei, Mladen V Tzvetkov, Valerie Gal, Cordula Sachse-Seeboth, Daniel Sehrt, Jakob B Hjelmborg, Ute Hofmann, Matthias Schwab, Reinhold Kerb, Jürgen Brockmöller

Abstract

Background: Efflux transporters like MDR1 and MRP2 may modulate the pharmacokinetics of about 50 % of all drugs. It is currently unknown how much of the variation in the activities of important drug membrane transporters like MDR1 or MRP2 is determined by genetic or by environmental factors. In this study we assessed the heritability of the pharmacokinetics of talinolol as a putative probe drug for MDR1 and possibly other membrane transporters.

Methods: Talinolol pharmacokinetics were investigated in a repeated dose study in 42 monozygotic and 13 same-sex dizygotic twin pairs. The oral clearance of talinolol was predefined as the primary parameter. Heritability was analyzed by structural equation modeling and by within- and between-subject variance and talinolol clearance was correlated with polymorphisms in MDR1, MRP2, BCRP, MDR5, OATP1B1, and OCT1.

Results: Talinolol clearance varied approximately ninefold in the studied sample of healthy volunteers. The correlation of clearances between siblings was not significantly different for the monozygotic and dizygotic pairs. All data analyses consistently showed that variation of talinolol pharmacokinetics was mainly determined by environmental effects. Structural equation modeling attributed 53.5 % of the variation of oral clearance to common environmental effects influencing both siblings to the same extent and 46.5 % to unique environmental effects randomly affecting individual subjects. Talinolol pharmacokinetics were significantly dependent on sex, body mass index, total protein consumption, and vegetable consumption.

Conclusions: The twin study revealed that environmental factors explained much more of the variation in pharmacokinetics of talinolol than genetic factors.

Trial registration: European clinical trials database number: EUDRA-CT 2008-006223-31. Registered 26 September 2008. ClinicalTrials.gov number: NCT01845194 .

Keywords: ABCB1; ABCC2; BCRP; Heritability; MDR1; MDR5; MRP2; P-glycoprotein; Talinolol; Twin study.

Figures

Fig. 1
Fig. 1
a Variation in Cl/F for the subjects who performed all three study days (SD) of the 50 mg talinolol study phase. b, c Correlation of the Cl/F after administration of 50 mg talinolol for all siblings from MZ (n = 42) and DZ (n = 13) twin pairs. d, e Correlation of the AUC7h after administration of 50 mg talinolol (filled circles) and the dose-adjusted AUC7h after administration of 2.5 mg talinolol (empty circles) for all analyzed twins. For bd the Pearson correlation coefficients, the coefficients of determination, and the p-values are given. MZ monozygotic twin pairs, DZ dizygotic twin pairs, Cl/F total plasma clearance/bioavailability, AUC7h area under the curve in the first 7 h after application, SD study day
Fig. 2
Fig. 2
a, b Concentration time curves of one study day of the 50 mg talinolol study phase (a) and the 2.5 mg talinolol study phase (b). c Correlation of the AUC7h after the administration of 50 mg and 2.5 mg talinolol. Shown are all 72 individuals who received both dosages. AUC7h area under the curve in the first 7 hours after application

References

    1. Pastan I, Gottesman MM. Multidrug resistance. Annu Rev Med. 1991;42:277–86. doi: 10.1146/annurev.me.42.020191.001425.
    1. Norris MD, Bordow SB, Marshall GM, Haber PS, Cohn SL, Haber M. Expression of the gene for multidrug-resistance-associated protein and outcome in patients with neuroblastoma. N Engl J Med. 1996;334:231–8. doi: 10.1056/NEJM199601253340405.
    1. Juliano RL, Ling V. A surface glycoprotein modulating drug permeability in Chinese hamster ovary cell mutants. Biochim Biophys Acta. 1976;455:152–62. doi: 10.1016/0005-2736(76)90160-7.
    1. Chen CJ, Chin JE, Ueda K, Clark DP, Pastan I, Gottesman MM, Roninson IB. Internal duplication and homology with bacterial transport proteins in the mdr1 (P-glycoprotein) gene from multidrug-resistant human cells. Cell. 1986;47:381–9. doi: 10.1016/0092-8674(86)90595-7.
    1. Schinkel AH. The physiological function of drug-transporting P-glycoproteins. Semin Cancer Biol. 1997;8:161–70. doi: 10.1006/scbi.1997.0068.
    1. Greiner B, Eichelbaum M, Fritz P, Kreichgauer HP, von Richter O, Zundler J, Kroemer HK. The role of intestinal P-glycoprotein in the interaction of digoxin and rifampin. J Clin Invest. 1999;104:147–53. doi: 10.1172/JCI6663.
    1. Fromm MF. P-glycoprotein: a defense mechanism limiting oral bioavailability and CNS accumulation of drugs. Int J Clin Pharmacol Ther. 2000;38:69–74. doi: 10.5414/CPP38069.
    1. Fellay J, Marzolini C, Meaden ER, Back DJ, Buclin T, Chave JP, Decosterd LA, Furrer H, Opravil M, Pantaleo G, et al. Response to antiretroviral treatment in HIV-1-infected individuals with allelic variants of the multidrug resistance transporter 1: a pharmacogenetics study. Lancet. 2002;359:30–6. doi: 10.1016/S0140-6736(02)07276-8.
    1. Sadhasivam S, Chidambaran V, Zhang X, Meller J, Esslinger H, Zhang K, Martin LJ, McAuliffe J. Opioid-induced respiratory depression: ABCB1 transporter pharmacogenetics. Pharmacogenomics J. 2015;15:119–26. doi: 10.1038/tpj.2014.56.
    1. Bruhn O, Cascorbi I. Polymorphisms of the drug transporters ABCB1, ABCG2, ABCC2 and ABCC3 and their impact on drug bioavailability and clinical relevance. Expert Opin Drug Metab Toxicol. 2014;10:1337–54. doi: 10.1517/17425255.2014.952630.
    1. Wolking S, Schaeffeler E, Lerche H, Schwab M, Nies AT. Impact of genetic polymorphisms of ABCB1 (MDR1, P-glycoprotein) on drug disposition and potential clinical implications: update of the literature. Clin Pharmacokinet. 2015;54:709–35. doi: 10.1007/s40262-015-0267-1.
    1. Geick A, Eichelbaum M, Burk O. Nuclear receptor response elements mediate induction of intestinal MDR1 by rifampin. J Biol Chem. 2001;276:14581–7. doi: 10.1074/jbc.M010173200.
    1. Slater LM, Sweet P, Stupecky M, Gupta S. Cyclosporine-A reverses vincristine and daunorubicin resistance in acute lymphatic-leukemia in vitro. J Clin Investig. 1986;77:1405–8. doi: 10.1172/JCI112450.
    1. Tsuruo T, Iida H, Tsukagoshi S, Sakurai Y. Overcoming of vincristine resistance in P388 leukemia in vivo and in vitro through enhanced cytotoxicity of vincristine and vinblastine by verapamil. Cancer Res. 1981;41:1967–72.
    1. Hoffmeyer S, Burk O, von Richter O, Arnold HP, Brockmoller J, Johne A, Cascorbi I, Gerloff T, Roots I, Eichelbaum M, Brinkmann U. Functional polymorphisms of the human multidrug-resistance gene: multiple sequence variations and correlation of one allele with P-glycoprotein expression and activity in vivo. Proc Natl Acad Sci U S A. 2000;97:3473–8. doi: 10.1073/pnas.97.7.3473.
    1. Sakaeda T, Nakamura T, Horinouchi M, Kakumoto M, Ohmoto N, Sakai T, Morita Y, Tamura T, Aoyama N, Hirai M, et al. MDR1 genotype-related pharmacokinetics of digoxin after single oral administration in healthy Japanese subjects. Pharm Res. 2001;18:1400–4. doi: 10.1023/A:1012244520615.
    1. Becquemont L, Verstuyft C, Kerb R, Brinkmann U, Lebot M, Jaillon P, Funck-Brentano C. Effect of grapefruit juice on digoxin pharmacokinetics in humans. Clin Pharmacol Ther. 2001;70:311–6.
    1. von Ahsen N, Richter M, Grupp C, Ringe B, Oellerich M, Armstrong VW. No influence of the MDR-1 C3435T polymorphism or a CYP3A4 promoter polymorphism (CYP3A4-V allele) on dose-adjusted cyclosporin A trough concentrations or rejection incidence in stable renal transplant recipients. Clin Chem. 2001;47:1048–52.
    1. Min DI, Ellingrod VL. C3435T mutation in exon 26 of the human MDR1 gene and cyclosporine pharmacokinetics in healthy subjects. Ther Drug Monit. 2002;24:400–4. doi: 10.1097/00007691-200206000-00012.
    1. Drescher S, Schaeffeler E, Hitzl M, Hofmann U, Schwab M, Brinkmann U, Eichelbaum M, Fromm MF. MDR1 gene polymorphisms and disposition of the P-glycoprotein substrate fexofenadine. Br J Clin Pharmacol. 2002;53:526–34. doi: 10.1046/j.1365-2125.2002.01591.x.
    1. Verstuyft C, Schwab M, Schaeffeler E, Kerb R, Brinkmann U, Jaillon P, Funck-Brentano C, Becquemont L. Digoxin pharmacokinetics and MDR1 genetic polymorphisms. Eur J Clin Pharmacol. 2003;58:809–12. doi: 10.1007/s00228-003-0567-5.
    1. Wang D, Sadee W. Searching for polymorphisms that affect gene expression and mRNA processing: example ABCB1 (MDR1) AAPS J. 2006;8:E515–20. doi: 10.1208/aapsj080361.
    1. Kimchi-Sarfaty C, Oh JM, Kim IW, Sauna ZE, Calcagno AM, Ambudkar SV, Gottesman MM. A “silent” polymorphism in the MDR1 gene changes substrate specificity. Science. 2007;315:525–8. doi: 10.1126/science.1135308.
    1. Fung KL, Gottesman MM. A synonymous polymorphism in a common MDR1 (ABCB1) haplotype shapes protein function. Biochim Biophys Acta. 2009;1794:860–71. doi: 10.1016/j.bbapap.2009.02.014.
    1. Kim RB, Leake BF, Choo EF, Dresser GK, Kubba SV, Schwarz UI, Taylor A, Xie HG, McKinsey J, Zhou S, et al. Identification of functionally variant MDR1 alleles among European Americans and African Americans. Clin Pharmacol Ther. 2001;70:189–99. doi: 10.1067/mcp.2001.117412.
    1. Kroetz DL, Pauli-Magnus C, Hodges LM, Huang CC, Kawamoto M, Johns SJ, Stryke D, Ferrin TE, DeYoung J, Taylor T, et al. Sequence diversity and haplotype structure in the human ABCB1 (MDR1, multidrug resistance transporter) gene. Pharmacogenetics. 2003;13:481–94. doi: 10.1097/00008571-200308000-00006.
    1. Cui Y, Konig J, Buchholz JK, Spring H, Leier I, Keppler D. Drug resistance and ATP-dependent conjugate transport mediated by the apical multidrug resistance protein, MRP2, permanently expressed in human and canine cells. Mol Pharmacol. 1999;55:929–37.
    1. Schaub TP, Kartenbeck J, Konig J, Spring H, Dorsam J, Staehler G, Storkel S, Thon WF, Keppler D. Expression of the MRP2 gene-encoded conjugate export pump in human kidney proximal tubules and in renal cell carcinoma. J Am Soc Nephrol. 1999;10:1159–69.
    1. Kamisako T, Gabazza EC, Ishihara T, Adachi Y. Molecular aspects of organic compound transport across the plasma membrane of hepatocytes. J Gastroenterol Hepatol. 1999;14:405–12. doi: 10.1046/j.1440-1746.1999.01886.x.
    1. Keppler D. The roles of MRP2, MRP3, OATP1B1, and OATP1B3 in conjugated hyperbilirubinemia. Drug Metab Dispos. 2014;42:561–5. doi: 10.1124/dmd.113.055772.
    1. Pedersen JM, Matsson P, Bergstrom CA, Norinder U, Hoogstraate J, Artursson P. Prediction and identification of drug interactions with the human ATP-binding cassette transporter multidrug-resistance associated protein 2 (MRP2; ABCC2) J Med Chem. 2008;51:3275–87. doi: 10.1021/jm7015683.
    1. Naesens M, Kuypers DR, Verbeke K, Vanrenterghem Y. Multidrug resistance protein 2 genetic polymorphisms influence mycophenolic acid exposure in renal allograft recipients. Transplantation. 2006;82:1074–84. doi: 10.1097/01.tp.0000235533.29300.e7.
    1. Levesque E, Benoit-Biancamano MO, Delage R, Couture F, Guillemette C. Pharmacokinetics of mycophenolate mofetil and its glucuronide metabolites in healthy volunteers. Pharmacogenomics. 2008;9:869–79. doi: 10.2217/14622416.9.7.869.
    1. Ogasawara K, Chitnis SD, Gohh RY, Christians U, Akhlaghi F. Multidrug resistance-associated protein 2 (MRP2/ABCC2) haplotypes significantly affect the pharmacokinetics of tacrolimus in kidney transplant recipients. Clin Pharmacokinet. 2013;52:751–62. doi: 10.1007/s40262-013-0069-2.
    1. Renders L, Frisman M, Ufer M, Mosyagin I, Haenisch S, Ott U, Caliebe A, Dechant M, Braun F, Kunzendorf U, Cascorbi I. CYP3A5 genotype markedly influences the pharmacokinetics of tacrolimus and sirolimus in kidney transplant recipients. Clin Pharmacol Ther. 2007;81:228–34. doi: 10.1038/sj.clpt.6100039.
    1. FDA. Drug interaction studies--study design, data analysis, implications for dosing, and labeling recommendations. 2012. .
    1. Ma JD, Tsunoda SM, Bertino JS, Jr, Trivedi M, Beale KK, Nafziger AN. Evaluation of in vivo P-glycoprotein phenotyping probes: a need for validation. Clin Pharmacokinet. 2010;49:223–37. doi: 10.2165/11318000-000000000-00000.
    1. Oertel R, Richter K, Trausch B, Berndt A, Gramatte T, Kirch W. Elucidation of the structure of talinolol metabolites in man. Determination of talinolol and hydroxylated talinolol metabolites in urine and analysis of talinolol in serum. J Chromatogr B Biomed Appl. 1994;660:353–63. doi: 10.1016/0378-4347(94)00301-7.
    1. Trausch B, Oertel R, Richter K, Gramatte T. Disposition and bioavailability of the beta 1-adrenoceptor antagonist talinolol in man. Biopharm Drug Dispos. 1995;16:403–14. doi: 10.1002/bdd.2510160505.
    1. Chu X, Zhang Z, Yabut J, Horwitz S, Levorse J, Li XQ, Zhu L, Lederman H, Ortiga R, Strauss J, et al. Characterization of multidrug resistance 1a/P-glycoprotein knockout rats generated by zinc finger nucleases. Mol Pharmacol. 2012;81:220–7. doi: 10.1124/mol.111.074179.
    1. Gramatte T, Oertel R. Intestinal secretion of intravenous talinolol is inhibited by luminal R-verapamil. Clin Pharmacol Ther. 1999;66:239–45. doi: 10.1016/S0009-9236(99)70031-7.
    1. Giessmann T, May K, Modess C, Wegner D, Hecker U, Zschiesche M, Dazert P, Grube M, Schroeder E, Warzok R, et al. Carbamazepine regulates intestinal P-glycoprotein and multidrug resistance protein MRP2 and influences disposition of talinolol in humans. Clin Pharmacol Ther. 2004;76:192–200. doi: 10.1016/j.clpt.2004.04.011.
    1. Westphal K, Weinbrenner A, Zschiesche M, Franke G, Knoke M, Oertel R, Fritz P, von Richter O, Warzok R, Hachenberg T, et al. Induction of P-glycoprotein by rifampin increases intestinal secretion of talinolol in human beings: a new type of drug/drug interaction. Clin Pharmacol Ther. 2000;68:345–55. doi: 10.1067/mcp.2000.109797.
    1. Schwarz UI, Hanso H, Oertel R, Miehlke S, Kuhlisch E, Glaeser H, Hitzl M, Dresser GK, Kim RB, Kirch W. Induction of intestinal P-glycoprotein by St John’s wort reduces the oral bioavailability of talinolol. Clin Pharmacol Ther. 2007;81:669–78. doi: 10.1038/sj.clpt.6100191.
    1. Schwarz UI, Seemann D, Oertel R, Miehlke S, Kuhlisch E, Fromm MF, Kim RB, Bailey DG, Kirch W. Grapefruit juice ingestion significantly reduces talinolol bioavailability. Clin Pharmacol Ther. 2005;77:291–301. doi: 10.1016/j.clpt.2004.11.111.
    1. Schwarz UI, Gramatte T, Krappweis J, Berndt A, Oertel R, von Richter O, Kirch W. Unexpected effect of verapamil on oral bioavailability of the beta-blocker talinolol in humans. Clin Pharmacol Ther. 1999;65:283–90. doi: 10.1016/S0009-9236(99)70107-4.
    1. Haenisch S, May K, Wegner D, Caliebe A, Cascorbi I, Siegmund W. Influence of genetic polymorphisms on intestinal expression and rifampicin-type induction of ABCC2 and on bioavailability of talinolol. Pharmacogenet Genomics. 2008;18:357–65. doi: 10.1097/FPC.0b013e3282f974b7.
    1. Bernsdorf A, Giessmann T, Modess C, Wegner D, Igelbrink S, Hecker U, Haenisch S, Cascorbi I, Terhaag B, Siegmund W. Simvastatin does not influence the intestinal P-glycoprotein and MPR2, and the disposition of talinolol after chronic medication in healthy subjects genotyped for the ABCB1, ABCC2 and SLCO1B1 polymorphisms. Br J Clin Pharmacol. 2006;61:440–50. doi: 10.1111/j.1365-2125.2006.02599.x.
    1. Zheng M, Zhang H, Dill DL, Clark JD, Tu S, Yablonovitch AL, Tan MH, Zhang R, Rujescu D, Wu M, et al. The role of Abcb5 alleles in susceptibility to haloperidol-induced toxicity in mice and humans. PLoS Med. 2015;12:e1001782. doi: 10.1371/journal.pmed.1001782.
    1. Wetterich U, Spahn-Langguth H, Mutschler E, Terhaag B, Rosch W, Langguth P. Evidence for intestinal secretion as an additional clearance pathway of talinolol enantiomers: concentration- and dose-dependent absorption in vitro and in vivo. Pharm Res. 1996;13:514–22. doi: 10.1023/A:1016029601311.
    1. Matthaei J, Brockmoller J, Tzvetkov MV, Sehrt D, Sachse-Seeboth C, Hjelmborg JB, Moller S, Halekoh U, Hofmann U, Schwab M, Kerb R. Heritability of metoprolol and torsemide pharmacokinetics. Clin Pharmacol Ther. 2015;98:611–21. doi: 10.1002/cpt.258.
    1. Matthaei J, Tzvetkov MV, Strube J, Sehrt D, Sachse-Seeboth C, Hjelmborg JB, Moller S, Halekoh U, Hofmann U, Schwab M, et al. Heritability of caffeine metabolism: Environmental effects masking genetic effects on CYP1A2 activity but not on NAT2. Clin Pharmacol Ther. 2016
    1. Holst K, Scheike T. mets: analysis of multivariate event times, R package version 1.1.1. 2015.
    1. R Core Team. R: A language and environment for statistical computing. Vienna: R foundation for statistical computing; 2015. .
    1. Kalow W, Tang BK, Endrenyi L. Hypothesis: comparisons of inter- and intra-individual variations can substitute for twin studies in drug research. Pharmacogenetics. 1998;8:283–9. doi: 10.1097/00008571-199808000-00001.
    1. Kalow W, Endrenyi L, Tang B. Repeat administration of drugs as a means to assess the genetic component in pharmacological variability. Pharmacology. 1999;58:281–4. doi: 10.1159/000028292.
    1. Winkler G, Doring A. Validation of a short qualitative food frequency list used in several German large scale surveys. Z Ernahrungswiss. 1998;37:234–41.
    1. Vesell ES. Twin studies in pharmacogenetics. Hum Genet Suppl. 1978;1:19–30.
    1. Westphal K, Weinbrenner A, Giessmann T, Stuhr M, Franke G, Zschiesche M, Oertel R, Terhaag B, Kroemer HK, Siegmund W. Oral bioavailability of digoxin is enhanced by talinolol: evidence for involvement of intestinal P-glycoprotein. Clin Pharmacol Ther. 2000;68:6–12. doi: 10.1067/mcp.2000.107579.
    1. Ozdemir V, Kalow W, Tang BK, Paterson AD, Walker SE, Endrenyi L, Kashuba ADM. Evaluation of the genetic component of variability in CYP3A4 activity: a repeated drug administration method. Pharmacogenetics. 2000;10:373–88. doi: 10.1097/00008571-200007000-00001.
    1. Siegmund W, Ludwig K, Giessmann T, Dazert P, Schroeder E, Sperker B, Warzok R, Kroemer HK, Cascorbi I. The effects of the human MDR1 genotype on the expression of duodenal P-glycoprotein and disposition of the probe drug talinolol. Clin Pharmacol Ther. 2002;72:572–83. doi: 10.1067/mcp.2002.127739.
    1. Mwinyi J, Johne A, Bauer S, Roots I, Gerloff T. Evidence for inverse effects of OATP-C (SLC21A6) 5 and 1b haplotypes on pravastatin kinetics. Clin Pharmacol Ther. 2004;75:415–21. doi: 10.1016/j.clpt.2003.12.016.
    1. Burt T, Yoshida K, Lappin G, Vuong L, John C, de Wildt SN, Sugiyama Y, Rowland M. Microdosing and other phase-0 clinical trials: facilitating translation in drug development. Clin Transl Sci. 2016;9:74-88.
    1. Lappin G, Shishikura Y, Jochemsen R, Weaver RJ, Gesson C, Houston B, Oosterhuis B, Bjerrum OJ, Rowland M, Garner C. Pharmacokinetics of fexofenadine: evaluation of a microdose and assessment of absolute oral bioavailability. Eur J Pharm Sci. 2010;40:125–31. doi: 10.1016/j.ejps.2010.03.009.

Source: PubMed

3
S'abonner