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Published in: European Journal of Drug Metabolism and Pharmacokinetics 1/2018

01-02-2018 | Original Research Article

Population Pharmacokinetic Modeling of Diltiazem in Chinese Renal Transplant Recipients

Authors: Xiao-feng Guan, Dai-yang Li, Wen-jun Yin, Jun-jie Ding, Ling-yun Zhou, Jiang-lin Wang, Rong-Rong Ma, Xiao-cong Zuo

Published in: European Journal of Drug Metabolism and Pharmacokinetics | Issue 1/2018

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Abstract

Background and Objectives

Diltiazem is a benzothiazepine calcium blocker and widely used in renal transplant patients since it improves the level of tacrolimus or cyclosporine A concentration. Several population pharmacokinetic (PopPK) models had been established for cyclosporine A and tacrolimus but no specific PopPK model was established for diltiazem. The aim of the study is to develop a PopPK model for diltiazem in renal transplant recipients and provide relevant pharmacokinetic parameters of diltiazem for further pharmacokinetic interaction study.

Methods

Patients received tacrolimus as primary immunosuppressant agent after renal transplant and started administration of diltiazem 90 mg twice daily on 5th day. The concentration of diltiazem at 0, 0.5, 1, 2, 8, and 12 h was measured by high-performance liquid chromatography–tandem mass spectrometry (HPLC–MS/MS). Genotyping for CYP3A4*1G, CYP3A5*3, and MDR1 3435 was conducted by polymerase chain reaction–restriction fragment length polymorphism (PCR–RFLP). 25 covariates were considered in the stepwise covariate model (SCM) building procedure.

Results

One-compartment structural pharmacokinetic model with first-order absorption and elimination was used to describe the pharmacokinetic characteristics of diltiazem. Total bilirubin (TBIL) influenced apparent volume of distribution (V/F) of diltiazem in the forward selection. The absorption rate constant (K a), V/F, and apparent oral clearance (CL/F) of the final population pharmacokinetic (PopPK) model of diltiazem were 1.96/h, 3550 L, and 92.4 L/h, respectively.

Conclusion

A PopPK model of diltiazem is established in Chinese renal transplant recipients and it will provide relevant pharmacokinetic parameters of diltiazem for further pharmacokinetic interaction study.
Literature
1.
go back to reference al Edreesi M, Caille G, Dupuis C, Theoret Y, Paradis K. Safety, tolerability, and pharmacokinetic actions of diltiazem in pediatric liver transplant recipients on cyclosporine. Liver Transpl Surg. 1995;1:383–8.CrossRefPubMed al Edreesi M, Caille G, Dupuis C, Theoret Y, Paradis K. Safety, tolerability, and pharmacokinetic actions of diltiazem in pediatric liver transplant recipients on cyclosporine. Liver Transpl Surg. 1995;1:383–8.CrossRefPubMed
2.
go back to reference Kurokawa T, Fukami T, Nakajima M. Characterization of species differences in tissue diltiazem deacetylation identifies Ces2a as a rat-specific diltiazem deacetylase. Drug Metab Dispos. 2015;43:1218–25.CrossRefPubMed Kurokawa T, Fukami T, Nakajima M. Characterization of species differences in tissue diltiazem deacetylation identifies Ces2a as a rat-specific diltiazem deacetylase. Drug Metab Dispos. 2015;43:1218–25.CrossRefPubMed
3.
go back to reference Echizen H, Eichelbaum M. Clinical pharmacokinetics of verapamil, nifedipine and diltiazem. Clin Pharmacokinet. 1986;11:425–49.CrossRefPubMed Echizen H, Eichelbaum M. Clinical pharmacokinetics of verapamil, nifedipine and diltiazem. Clin Pharmacokinet. 1986;11:425–49.CrossRefPubMed
4.
go back to reference Piepho RW, Bloedow DC, Lacz JP, et al. Pharmacokinetics of diltiazem in selected animal species and human beings. Am J Cardiol. 1982;49:525–8.CrossRefPubMed Piepho RW, Bloedow DC, Lacz JP, et al. Pharmacokinetics of diltiazem in selected animal species and human beings. Am J Cardiol. 1982;49:525–8.CrossRefPubMed
5.
go back to reference Booker B, Magee M, Blum R, Lates C, Jusko W. Pharmacokinetic and pharmacodynamic interactions between diltiazem and methylprednisolone in healthy volunteers. Clin Pharmacol Ther. 2002;72:370–82.CrossRefPubMed Booker B, Magee M, Blum R, Lates C, Jusko W. Pharmacokinetic and pharmacodynamic interactions between diltiazem and methylprednisolone in healthy volunteers. Clin Pharmacol Ther. 2002;72:370–82.CrossRefPubMed
6.
go back to reference Manitpisitkul P, Curtin CR, Shalayda K, et al. Pharmacokinetic interactions between topiramate and diltiazem, hydrochlorothiazide, or propranolol. Clin Pharmacol Drug Dev. 2014;3:378–87.CrossRefPubMed Manitpisitkul P, Curtin CR, Shalayda K, et al. Pharmacokinetic interactions between topiramate and diltiazem, hydrochlorothiazide, or propranolol. Clin Pharmacol Drug Dev. 2014;3:378–87.CrossRefPubMed
7.
go back to reference Friedman EJ, Fraser IP, Wang Y, et al. Effect of different durations and formulations of diltiazem on the single-dose pharmacokinetics of midazolam: how long do we go? J Clin Pharmacol. 2011;51:1561–70.CrossRefPubMed Friedman EJ, Fraser IP, Wang Y, et al. Effect of different durations and formulations of diltiazem on the single-dose pharmacokinetics of midazolam: how long do we go? J Clin Pharmacol. 2011;51:1561–70.CrossRefPubMed
8.
go back to reference Hermann P, Rodger SD, Remones G, et al. Pharmacokinetics of diltiazem after intravenous and oral administration. Eur J Clin Pharmacol. 1983;24:349–52.CrossRefPubMed Hermann P, Rodger SD, Remones G, et al. Pharmacokinetics of diltiazem after intravenous and oral administration. Eur J Clin Pharmacol. 1983;24:349–52.CrossRefPubMed
9.
go back to reference Zhang X, Quinney SK, Gorski JC, Jones DR, Hall SD. Semiphysiologically Based pharmacokinetic models for the inhibition of midazolam clearance by diltiazem and its major metabolite. Drug Metab Dispos. 2009;37:1587–97.CrossRefPubMed Zhang X, Quinney SK, Gorski JC, Jones DR, Hall SD. Semiphysiologically Based pharmacokinetic models for the inhibition of midazolam clearance by diltiazem and its major metabolite. Drug Metab Dispos. 2009;37:1587–97.CrossRefPubMed
10.
go back to reference Rovei V, Gomeni R, Mitchard M, et al. Pharmacokinetics and metabolism of diltiazem in man. Acta Cardiol. 1980;35:35–45.PubMed Rovei V, Gomeni R, Mitchard M, et al. Pharmacokinetics and metabolism of diltiazem in man. Acta Cardiol. 1980;35:35–45.PubMed
11.
go back to reference Molden E, Johansen PW, Bøe GH, et al. Pharmacokinetics of diltiazem and its metabolites in relation to CYP2D6 genotype*. Clin Pharmacol Ther. 2002;72:333–42.CrossRefPubMed Molden E, Johansen PW, Bøe GH, et al. Pharmacokinetics of diltiazem and its metabolites in relation to CYP2D6 genotype*. Clin Pharmacol Ther. 2002;72:333–42.CrossRefPubMed
12.
go back to reference Zheng T, Su CH, Zhao J, Zhang XJ, Zhang TY. Effects of CYP3A5 and CYP2D6 genetic polymorphism on the pharmacokinetics of diltiazem and its metabolites in Chinese subjects. Pharmazie. 2013;68:257–60.PubMed Zheng T, Su CH, Zhao J, Zhang XJ, Zhang TY. Effects of CYP3A5 and CYP2D6 genetic polymorphism on the pharmacokinetics of diltiazem and its metabolites in Chinese subjects. Pharmazie. 2013;68:257–60.PubMed
13.
go back to reference Jones D, Morris RG. Pharmacokinetic interaction between tacrolimus and diltiazem. Clin Pharmacokinet. 2002;41:381–8.CrossRefPubMed Jones D, Morris RG. Pharmacokinetic interaction between tacrolimus and diltiazem. Clin Pharmacokinet. 2002;41:381–8.CrossRefPubMed
14.
go back to reference Zhou LY, Zuo XC, Chen K, et al. Significant impacts of CYP3A4*1G and CYP3A5*3 genetic polymorphisms on the pharmacokinetics of diltiazem and its main metabolites in Chinese adult kidney transplant patients. J Clin Pharm Ther. 2016;41:341–7.CrossRefPubMed Zhou LY, Zuo XC, Chen K, et al. Significant impacts of CYP3A4*1G and CYP3A5*3 genetic polymorphisms on the pharmacokinetics of diltiazem and its main metabolites in Chinese adult kidney transplant patients. J Clin Pharm Ther. 2016;41:341–7.CrossRefPubMed
15.
go back to reference Wang YX, Li JL, Wang XD, et al. Diltiazem augments the influence of MDR1 genotype status on cyclosporine concentration in Chinese patients with renal transplantation. Acta Pharmacol Sin. 2015;36:855–62.CrossRefPubMedPubMedCentral Wang YX, Li JL, Wang XD, et al. Diltiazem augments the influence of MDR1 genotype status on cyclosporine concentration in Chinese patients with renal transplantation. Acta Pharmacol Sin. 2015;36:855–62.CrossRefPubMedPubMedCentral
16.
17.
go back to reference Zuo X, Ng CM, Barrett JS, et al. Effects of CYP3A4 and CYP3A5 polymorphisms on tacrolimus pharmacokinetics in Chinese adult renal transplant recipients. Pharmacogenet Genom. 2013;23:251–61.CrossRef Zuo X, Ng CM, Barrett JS, et al. Effects of CYP3A4 and CYP3A5 polymorphisms on tacrolimus pharmacokinetics in Chinese adult renal transplant recipients. Pharmacogenet Genom. 2013;23:251–61.CrossRef
18.
go back to reference Dingemanse J, Nicolas LB, van Bortel L. Effect of Multiple-Dose Diltiazem on the Pharmacokinetics of the Renin Inhibitor ACT-077825. Clin Pharmacol Drug Dev. 2013;2:113–9.CrossRefPubMed Dingemanse J, Nicolas LB, van Bortel L. Effect of Multiple-Dose Diltiazem on the Pharmacokinetics of the Renin Inhibitor ACT-077825. Clin Pharmacol Drug Dev. 2013;2:113–9.CrossRefPubMed
19.
go back to reference Chen YH, Liang YX, Chen LQ, et al. [Nephrotoxicity of tacrolimus and preventive effect of diltiazem: experiment with rats]. Zhonghua Yi Xue Za Zhi. 2009;89:704–8.PubMed Chen YH, Liang YX, Chen LQ, et al. [Nephrotoxicity of tacrolimus and preventive effect of diltiazem: experiment with rats]. Zhonghua Yi Xue Za Zhi. 2009;89:704–8.PubMed
20.
go back to reference Dasandi B, Shah S, Shivprakash. Development and validation of a high throughput and robust LC-MS/MS with electrospray ionization method for simultaneous quantitation of diltiazem and its two metabolites in human plasma: application to a bioequivalence study. J Chromatogr B Analyt Technol Biomed Life Sci. 2009;877:791–8.CrossRefPubMed Dasandi B, Shah S, Shivprakash. Development and validation of a high throughput and robust LC-MS/MS with electrospray ionization method for simultaneous quantitation of diltiazem and its two metabolites in human plasma: application to a bioequivalence study. J Chromatogr B Analyt Technol Biomed Life Sci. 2009;877:791–8.CrossRefPubMed
21.
go back to reference Gao Y, Zhang L, Fu Q. CYP3A4*1G polymorphism is associated with lipid-lowering efficacy of atorvastatin but not of simvastatin. Eur J Clin Pharmacol. 2008;64:877–82.CrossRefPubMed Gao Y, Zhang L, Fu Q. CYP3A4*1G polymorphism is associated with lipid-lowering efficacy of atorvastatin but not of simvastatin. Eur J Clin Pharmacol. 2008;64:877–82.CrossRefPubMed
22.
go back to reference Pérez-Blanco JS, Santos-Buelga D, Fernández De Gatta MDM, et al. Population pharmacokinetic of doxorubicin and doxorubicinol in patients diagnosed with non-Hodgkin´s lymphoma. Br J Clin Pharmacol. 2016;82:1517–27.CrossRefPubMedPubMedCentral Pérez-Blanco JS, Santos-Buelga D, Fernández De Gatta MDM, et al. Population pharmacokinetic of doxorubicin and doxorubicinol in patients diagnosed with non-Hodgkin´s lymphoma. Br J Clin Pharmacol. 2016;82:1517–27.CrossRefPubMedPubMedCentral
23.
go back to reference Zuo X, Ng CM, Barrett JS, et al. Effects of CYP3A4 and CYP3A5 polymorphisms on tacrolimus pharmacokinetics in Chinese adult renal transplant recipients. Pharmacogenet Genom. 2013;23:251–61.CrossRef Zuo X, Ng CM, Barrett JS, et al. Effects of CYP3A4 and CYP3A5 polymorphisms on tacrolimus pharmacokinetics in Chinese adult renal transplant recipients. Pharmacogenet Genom. 2013;23:251–61.CrossRef
24.
go back to reference Fu M, Hung JS, Yeh SJ, et al. Pharmacokinetics and pharmacodynamic effects of aqueous diltiazem in healthy humans. J Clin Pharmacol. 1987;27:106–10.CrossRefPubMed Fu M, Hung JS, Yeh SJ, et al. Pharmacokinetics and pharmacodynamic effects of aqueous diltiazem in healthy humans. J Clin Pharmacol. 1987;27:106–10.CrossRefPubMed
25.
go back to reference Kurosawa S, Kurosawa N, Owada E, Soeda H, Ito K. Pharmacokinetics of diltiazem in patients with liver cirrhosis. Int J Clin Pharmacol Res. 1990;10:311–8.PubMed Kurosawa S, Kurosawa N, Owada E, Soeda H, Ito K. Pharmacokinetics of diltiazem in patients with liver cirrhosis. Int J Clin Pharmacol Res. 1990;10:311–8.PubMed
26.
go back to reference Yamamoto T, Kubota T, Ozeki T, et al. Effects of the CYP3A5 genetic polymorphism on the pharmacokinetics of diltiazem. Clin Chim Acta. 2005;362:147–54.CrossRefPubMed Yamamoto T, Kubota T, Ozeki T, et al. Effects of the CYP3A5 genetic polymorphism on the pharmacokinetics of diltiazem. Clin Chim Acta. 2005;362:147–54.CrossRefPubMed
27.
go back to reference Dong H, Huang H, Yun X, et al. Bilirubin increases insulin sensitivity in leptin-receptor deficient and diet-induced obese mice through suppression of ER stress and chronic inflammation. Endocrinology. 2014;155:818–28.CrossRefPubMedPubMedCentral Dong H, Huang H, Yun X, et al. Bilirubin increases insulin sensitivity in leptin-receptor deficient and diet-induced obese mice through suppression of ER stress and chronic inflammation. Endocrinology. 2014;155:818–28.CrossRefPubMedPubMedCentral
28.
go back to reference Vogel ME, Zucker SD. Bilirubin acts as an endogenous regulator of inflammation by disrupting adhesion molecule-mediated leukocyte migration. Inflamm Cell Signal. 2016;3:e1178.PubMedPubMedCentral Vogel ME, Zucker SD. Bilirubin acts as an endogenous regulator of inflammation by disrupting adhesion molecule-mediated leukocyte migration. Inflamm Cell Signal. 2016;3:e1178.PubMedPubMedCentral
29.
go back to reference Peng YF, Wang JL, Pan GG. The correlation of serum bilirubin levels with disease activity in patients with rheumatoid arthritis. Clin Chim Acta. 2017;469:187–90.CrossRefPubMed Peng YF, Wang JL, Pan GG. The correlation of serum bilirubin levels with disease activity in patients with rheumatoid arthritis. Clin Chim Acta. 2017;469:187–90.CrossRefPubMed
30.
go back to reference Hamur H, Duman H, Demirtas L, et al. Total bilirubin levels predict subclinical atherosclerosis in patients with prediabetes. Angiology. 2016;67:909–15.CrossRefPubMed Hamur H, Duman H, Demirtas L, et al. Total bilirubin levels predict subclinical atherosclerosis in patients with prediabetes. Angiology. 2016;67:909–15.CrossRefPubMed
31.
go back to reference Hinds TD, Adeosun SO, Alamodi AA, Stec DE. Does bilirubin prevent hepatic steatosis through activation of the PPARα nuclear receptor? Med Hypotheses. 2016;95:54–7.CrossRefPubMedPubMedCentral Hinds TD, Adeosun SO, Alamodi AA, Stec DE. Does bilirubin prevent hepatic steatosis through activation of the PPARα nuclear receptor? Med Hypotheses. 2016;95:54–7.CrossRefPubMedPubMedCentral
32.
33.
go back to reference Zhang W, Chang YZ, Kan QC, et al. CYP3A4*1G genetic polymorphism influences CYP3A activity and response to fentanyl in Chinese gynecologic patients. Eur J Clin Pharmacol. 2010;66:61–6.CrossRefPubMed Zhang W, Chang YZ, Kan QC, et al. CYP3A4*1G genetic polymorphism influences CYP3A activity and response to fentanyl in Chinese gynecologic patients. Eur J Clin Pharmacol. 2010;66:61–6.CrossRefPubMed
34.
go back to reference Miura M, Satoh S, Kagaya H, et al. Impact of the CYP3A4*1G polymorphism and its combination with CYP3A5 genotypes on tacrolimus pharmacokinetics in renal transplant patients. Pharmacogenomics. 2011;12:977–84.CrossRefPubMed Miura M, Satoh S, Kagaya H, et al. Impact of the CYP3A4*1G polymorphism and its combination with CYP3A5 genotypes on tacrolimus pharmacokinetics in renal transplant patients. Pharmacogenomics. 2011;12:977–84.CrossRefPubMed
35.
go back to reference Zuo X, Zhang W, Yuan H, et al. ABCB1 polymorphism and gender affect the pharmacokinetics of amlodipine in Chinese patients with essential hypertension: a population analysis. Drug Metab Pharmacokinet. 2014;29:305–11.CrossRefPubMed Zuo X, Zhang W, Yuan H, et al. ABCB1 polymorphism and gender affect the pharmacokinetics of amlodipine in Chinese patients with essential hypertension: a population analysis. Drug Metab Pharmacokinet. 2014;29:305–11.CrossRefPubMed
Metadata
Title
Population Pharmacokinetic Modeling of Diltiazem in Chinese Renal Transplant Recipients
Authors
Xiao-feng Guan
Dai-yang Li
Wen-jun Yin
Jun-jie Ding
Ling-yun Zhou
Jiang-lin Wang
Rong-Rong Ma
Xiao-cong Zuo
Publication date
01-02-2018
Publisher
Springer International Publishing
Published in
European Journal of Drug Metabolism and Pharmacokinetics / Issue 1/2018
Print ISSN: 0378-7966
Electronic ISSN: 2107-0180
DOI
https://doi.org/10.1007/s13318-017-0425-y

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