Generic placeholder image

Current Drug Metabolism

Editor-in-Chief

ISSN (Print): 1389-2002
ISSN (Online): 1875-5453

Research Article

Physiologically-Based Pharmacokinetic Modeling of Tenofovir Disoproxil Fumarate in Pregnant Women

Author(s): Xiqian Zhang, Tao Luo, Huan Yang, Wan Ying Ma, Qin He, Min Xu and Yujie Yang*

Volume 23, Issue 14, 2022

Published on: 03 February, 2023

Page: [1115 - 1123] Pages: 9

DOI: 10.2174/1389200224666230130093314

Price: $65

Abstract

Purpose: Physiological changes during pregnancy can affect antiretroviral drug processes and further influence drug efficacy and safety. Physiologically-based pharmacokinetic (PBPK) modeling offers a unique modality to predict PK in pregnant women. The objective of this study was to establish a PBPK modeling of tenofovir disoproxil fumarate (TDF) in pregnant women, to provide a reference for the clinical use of TDF.

Methods: A full PBPK modeling of tenofovir (TFV) and TDF following i.v. and p.o. administration was developed using the simulation software PK-Sim®. The modeling was then extrapolated to pregnant women based on pregnancy- related physiological parameters in Mobi® Simulator. The mean fold error (MFE) and geometric mean fold error (GMFE) methods were used to compare the differences between predicted and observed values of PK parameters (Cmax, tmax, AUC0-∞) to evaluate the accuracy of PBPK modeling.

Results: The developed PBPK modeling successfully predicted the TDF disposition in the non-pregnant population, wherein the MFE average and GMFE of all predicted PK parameters were within a 1.5-fold error range, and more than 96.30% of the predicted drug concentration values were within a 2-fold error range of the measured values. After the extrapolation of these models to the third trimester of pregnancy, the scaling anatomy/physiology and hepatic intrinsic clearance made the pregnant population PBPK modeling meet the standard requirement of 0.5 < MFE and GMFE value < 2. It was more appropriate to simulate the in vivo process of low-dose TDF in pregnant women.

Conclusion: The non-pregnant population PBPK modeling of TDF established in our study can be extrapolated to pregnant women. Our study provides a reference for realizing clinical personalized medication for pregnant women.

Graphical Abstract

[1]
Morty, R.E.; Morris, A. World AIDS day 2021: Highlighting the pulmonary complications of HIV/AIDS. Am. J. Physiol. Lung Cell. Mol. Physiol., 2021, 321(6), L1069-L1071.
[http://dx.doi.org/10.1152/ajplung.00471.2021] [PMID: 34816744]
[2]
Crothers, K.; Schnapp, L.M. World AIDS day: 40 years of an evolving pulmonary landscape. Am. J. Physiol. Lung Cell. Mol. Physiol., 2021, 321(6), L1059-L1061.
[http://dx.doi.org/10.1152/ajplung.00457.2021] [PMID: 34755570]
[3]
Mahy, M.I.; Sabin, K.M.; Feizzadeh, A.; Wanyeki, I. Progress towards 2020 global HIV impact and treatment targets. J. Int. AIDS Soc., 2021, 24(S5)(Suppl. 5), e25779.
[http://dx.doi.org/10.1002/jia2.25779] [PMID: 34546655]
[4]
Lyseng-Williamson, K.A.; Reynolds, N.A.; Plosker, G.L. Tenofovir disoproxil fumarate: A review of its use in the management of HIV infection. Drugs, 2005, 65(3), 413-432.
[http://dx.doi.org/10.2165/00003495-200565030-00006] [PMID: 15669881]
[5]
Pang, K.S.; Durk, M.R. Physiologically-based pharmacokinetic modeling for absorption, transport, metabolism and excretion. J. Pharmacokinet. Pharmacodyn., 2010, 37(6), 591-615.
[http://dx.doi.org/10.1007/s10928-010-9185-x] [PMID: 21153869]
[6]
Grimstein, M.; Yang, Y.; Zhang, X.; Grillo, J.; Huang, S.M.; Zineh, I.; Wang, Y. Physiologically based pharmacokinetic modeling in regulatory science: An update from the U.S. food and drug administration’s office of clinical pharmacology. J. Pharm. Sci., 2019, 108(1), 21-25.
[http://dx.doi.org/10.1016/j.xphs.2018.10.033] [PMID: 30385284]
[7]
Lin, W.; Chen, Y.; Unadkat, J.D.; Zhang, X.; Wu, D. Applications, challenges, and outlook for pbpk modeling and simulation: A regulatory, industrial and academic perspective. Pharm. Res., 2022, 39(8), 1701-1731.
[http://dx.doi.org/10.1007/s11095-022-03274-2] [PMID: 35552967]
[8]
Fairman, K.; Li, M.; Ning, B. Physiologically based pharmacokinetic (PBPK) modeling of RNAi therapeutics: Opportunities and challenges. Biochem. Pharmacol., 2021, 189, 114468.
[http://dx.doi.org/10.1016/j.bcp.2021.114468] [PMID: 33577889]
[9]
Jin, Y.W. Progress in methodology of establishing physiologically based pharmacokinetic models. Yao Xue Xue Bao, 2014, 49(1), 16-22.
[PMID: 24783500]
[10]
Martin, S.A.; McLanahan, E.D.; Bushnell, P.J.; Hunter, E.S.; El-Masri, H. Species extrapolation of life-stage physiologically-based pharmacokinetic (PBPK) models to investigate the developmental toxicology of ethanol using in vitro to in vivo (IVIVE) methods. Toxicol. Sci., 2015, 143(2), 512-35.
[http://dx.doi.org/10.1093/toxsci/kfu246] [PMID: 25410581]
[11]
De Sousa Mendes, M.; Hirt, D.; Urien, S.; Valade, E.; Bouazza, N.; Foissac, F.; Blanche, S.; Treluyer, J.M.; Benaboud, S. Physiologically-based pharmacokinetic modeling of renally excreted antiretroviral drugs in pregnant women. Br. J. Clin. Pharmacol., 2015, 80(5), 1031-1041.
[http://dx.doi.org/10.1111/bcp.12685] [PMID: 26011128]
[12]
Ke, A.B.; Rostami-Hodjegan, A.; Zhao, P.; Unadkat, J.D. Pharmacometrics in pregnancy: An unmet need. Annu. Rev. Pharmacol. Toxicol., 2014, 54(1), 53-69.
[http://dx.doi.org/10.1146/annurev-pharmtox-011613-140009] [PMID: 24392692]
[13]
Abduljalil, K.; Furness, P.; Johnson, T.N.; Rostami-Hodjegan, A.; Soltani, H. Anatomical, physiological and metabolic changes with gestational age during normal pregnancy: A database for parameters required in physiologically based pharmacokinetic modelling. Clin. Pharmacokinet., 2012, 51(6), 365-396.
[http://dx.doi.org/10.2165/11597440-000000000-00000] [PMID: 22515555]
[14]
Dallmann, A.; Ince, I.; Meyer, M.; Willmann, S.; Eissing, T.; Hempel, G. Gestation-specific changes in the anatomy and physiology of healthy pregnant women: An extended repository of model parameters for physiologically based pharmacokinetic modeling in pregnancy. Clin. Pharmacokinet., 2017, 56(11), 1303-1330.
[http://dx.doi.org/10.1007/s40262-017-0539-z] [PMID: 28401479]
[15]
Zheng, L.; Tang, S.; Tang, R.; Xu, M.; Jiang, X. Dose adjustment of quetiapine and aripiprazole for pregnant women using physiologically based pharmacokinetic modeling and simulation. Clin. Pharmacokinet., 2021, 60(5), 623-635.
[http://dx.doi.org/10.1007/s40262-020-00962-3] [PMID: 33251573]
[16]
Rodgers, T.; Rowland, M. Physiologically based pharmacokinetic modelling 2: Predicting the tissue distribution of acids, very weak bases, neutrals and zwitterions. J. Pharm. Sci., 2006, 95(6), 1238-1257.
[http://dx.doi.org/10.1002/jps.20502] [PMID: 16639716]
[17]
Gilead Sciences, I. Product Information: VIREAD(R) oral tablets, tenofovir disoproxil fumarate oral tablets. 2010.
[18]
Dallmann, A.; Ince, I.; Coboeken, K.; Eissing, T.; Hempel, G. A physiologically based pharmacokinetic model for pregnant women to predict the pharmacokinetics of drugs metabolized via several enzymatic pathways. Clin. Pharmacokinet., 2018, 57(6), 749-768.
[http://dx.doi.org/10.1007/s40262-017-0594-5] [PMID: 28924743]
[19]
Dallmann, A.; Ince, I.; Solodenko, J.; Meyer, M.; Willmann, S.; Eissing, T.; Hempel, G. Physiologically based pharmacokinetic modeling of renally cleared drugs in pregnant women. Clin. Pharmacokinet., 2017, 56(12), 1525-1541.
[http://dx.doi.org/10.1007/s40262-017-0538-0] [PMID: 28391404]
[20]
Benaboud, S.; Hirt, D.; Launay, O.; Pannier, E.; Firtion, G.; Rey, E.; Bouazza, N.; Foissac, F.; Chappuy, H.; Urien, S.; Tréluyer, J.M. Pregnancy-related effects on tenofovir pharmacokinetics: A population study with 186 women. Antimicrob. Agents Chemother., 2012, 56(2), 857-862.
[http://dx.doi.org/10.1128/AAC.05244-11] [PMID: 22123690]
[21]
Colbers, A.P.H.; Hawkins, D.A.; Gingelmaier, A.; Kabeya, K.; Rockstroh, J.K.; Wyen, C.; Weizsäcker, K.; Sadiq, S.T.; Ivanovic, J.; Giaquinto, C.; Taylor, G.P.; Moltó, J.; Burger, D.M. The pharmacokinetics, safety and efficacy of tenofovir and emtricitabine in HIV-1-infected pregnant women. AIDS, 2013, 27(5), 739-748.
[http://dx.doi.org/10.1097/QAD.0b013e32835c208b] [PMID: 23169329]
[22]
Eke, A.C.; Shoji, K.; Best, B.M.; Momper, J.D.; Stek, A.M.; Cressey, T.R.; Mirochnick, M.; Capparelli, E.V. Population pharmacokinetics of tenofovir in pregnant and postpartum women using tenofovir disoproxil fumarate. Antimicrob. Agents Chemother., 2021, 65(3), e02168-20.
[http://dx.doi.org/10.1128/AAC.02168-20] [PMID: 33318014]
[23]
Cressey, T.R.; Harrison, L.; Achalapong, J.; Kanjanavikai, P.; Patamasingh Na, A.O.; Liampongsabuddhi, P.; Siriwachirachai, T.; Putiyanun, C.; Suriyachai, P.; Tierney, C.; Salvadori, N.; Chinwong, D.; Decker, L.; Tawon, Y.; Murphy, T.V.; Ngo-Giang-Huong, N.; Siberry, G.K.; Jourdain, G. Tenofovir exposure during pregnancy and postpartum in women receiving tenofovir disoproxil fumarate for the prevention of mother-to-child transmission of hepatitis B virus. Antimicrob. Agents Chemother., 2018, 62(12), e01686-18.
[http://dx.doi.org/10.1128/AAC.01686-18] [PMID: 30275094]
[24]
Hirt, D.; Urien, S.; Ekouévi, D.K.; Rey, E.; Arrivé, E.; Blanche, S.; Amani-Bosse, C.; Nerrienet, E.; Gray, G.; Kone, M.; Leang, S.K.; McIntyre, J.; Dabis, F.; Tréluyer, J.M. Population pharmacokinetics of tenofovir in HIV-1-infected pregnant women and their neonates (ANRS 12109). Clin. Pharmacol. Ther., 2009, 85(2), 182-189.
[http://dx.doi.org/10.1038/clpt.2008.201] [PMID: 18987623]
[25]
Flynn, P.M.; Mirochnick, M.; Shapiro, D.E.; Bardeguez, A.; Rodman, J.; Robbins, B.; Huang, S.; Fiscus, S.A.; Van Rompay, K.K.A.; Rooney, J.F.; Kearney, B.; Mofenson, L.M.; Watts, D.H.; Jean-Philippe, P.; Heckman, B.; Thorpe, E., Jr; Cotter, A.; Purswani, M. Pharmacokinetics and safety of single-dose tenofovir disoproxil fumarate and emtricitabine in HIV-1-infected pregnant women and their infants. Antimicrob. Agents Chemother., 2011, 55(12), 5914-5922.
[http://dx.doi.org/10.1128/AAC.00544-11] [PMID: 21896911]
[26]
Biesdorf, C.; Martins, F.S.; Sy, S.; Diniz, A. Physiologically-based pharmacokinetics of ziprasidone in pregnant women. Br. J. Clin. Pharmacol., 2019, 85(5), 914-923.
[http://dx.doi.org/10.1111/bcp.13872] [PMID: 30669177]
[27]
Amice, B.; Ho, H.; Zhang, E. Physiologically based pharmacokinetic modelling for nicotine and cotinine clearance in pregnant women. Front. Pharmacol., 2021, 12, 688597.
[http://dx.doi.org/10.3389/fphar.2021.688597] [PMID: 34354586]
[28]
Benet, L.; Hoener, B.A. Changes in plasma protein binding have little clinical relevance. Clin. Pharmacol. Ther., 2002, 71(3), 115-121.
[http://dx.doi.org/10.1067/mcp.2002.121829] [PMID: 11907485]
[29]
de Lastours, V.; Fonsart, J.; Burlacu, R.; Gourmel, B.; Molina, J.M. Concentrations of tenofovir and emtricitabine in saliva: implications for preexposure prophylaxis of oral HIV acquisition. Antimicrob. Agents Chemother., 2011, 55(10), 4905-4907.
[http://dx.doi.org/10.1128/AAC.00120-11] [PMID: 21788466]
[30]
Kearney, B.P.; Flaherty, J.F.; Shah, J. Tenofovir disoproxil fumarate: Clinical pharmacology and pharmacokinetics. Clin. Pharmacokinet., 2004, 43(9), 595-612.
[http://dx.doi.org/10.2165/00003088-200443090-00003] [PMID: 15217303]
[31]
Fung, H.B.; Stone, E.A.; Piacenti, F.J. Tenofovir disoproxil fumarate: A nucleotide reverse transcriptase inhibitor for the treatment of HIV infection. Clin. Ther., 2002, 24(10), 1515-1548.
[http://dx.doi.org/10.1016/S0149-2918(02)80058-3] [PMID: 12462284]
[32]
Moss, D.M.; Domanico, P.; Watkins, M.; Park, S.; Randolph, R.; Wring, S.; Rajoli, R.K.R.; Hobson, J.; Rannard, S.; Siccardi, M.; Owen, A. Simulating intestinal transporter and enzyme activity in a physiologically based pharmacokinetic model for tenofovir disoproxil fumarate. Antimicrob. Agents Chemother., 2017, 61(7), e00105-17.
[http://dx.doi.org/10.1128/AAC.00105-17] [PMID: 28416547]
[33]
Lee, W.A.; He, G.X.; Eisenberg, E.; Cihlar, T.; Swaminathan, S.; Mulato, A.; Cundy, K.C. Selective intracellular activation of a novel prodrug of the human immunodeficiency virus reverse transcriptase inhibitor tenofovir leads to preferential distribution and accumulation in lymphatic tissue. Antimicrob. Agents Chemother., 2005, 49(5), 1898-1906.
[http://dx.doi.org/10.1128/AAC.49.5.1898-1906.2005] [PMID: 15855512]
[34]
Tong, L.; Phan, T.K.; Robinson, K.L.; Babusis, D.; Strab, R.; Bhoopathy, S.; Hidalgo, I.J.; Rhodes, G.R.; Ray, A.S. Effects of human immunodeficiency virus protease inhibitors on the intestinal absorption of tenofovir disoproxil fumarate in vitro. Antimicrob. Agents Chemother., 2007, 51(10), 3498-3504.
[http://dx.doi.org/10.1128/AAC.00671-07] [PMID: 17664327]
[35]
Deeks, S.G.; Barditch-Crovo, P.; Lietman, P.S.; Hwang, F.; Cundy, K.C.; Rooney, J.F.; Hellmann, N.S.; Safrin, S.; Kahn, J.O. Safety, pharmacokinetics, and antiretroviral activity of intravenous 9-[2-(R)-(Phosphonomethoxy)propyl]adenine, a novel anti-human immunodeficiency virus (HIV) therapy, in HIV-infected adults. Antimicrob. Agents Chemother., 1998, 42(9), 2380-2384.
[http://dx.doi.org/10.1128/AAC.42.9.2380] [PMID: 9736567]
[36]
Barditch-Crovo, P.; Deeks, S.G.; Collier, A.; Safrin, S.; Coakley, D.F.; Miller, M.; Kearney, B.P.; Coleman, R.L.; Lamy, P.D.; Kahn, J.O.; McGowan, I.; Lietman, P.S. Phase I/II trial of the pharmacokinetics, safety, and antiretroviral activity of tenofovir disoproxil fumarate in human immunodeficiency virus-infected adults. Antimicrob. Agents Chemother., 2001, 45(10), 2733-2739.
[http://dx.doi.org/10.1128/AAC.45.10.2733-2739.2001] [PMID: 11557462]
[37]
Kearney, B.P.; Mathias, A.; Mittan, A.; Sayre, J.; Ebrahimi, R.; Cheng, A.K. Pharmacokinetics and safety of tenofovir disoproxil fumarate on coadministration with lopinavir/ritonavir. J. Acquir. Immune Defic. Syndr., 2006, 43(3), 278-283.
[http://dx.doi.org/10.1097/01.qai.0000243103.03265.2b] [PMID: 17079992]
[38]
Blum, M.R.; Chittick, G.E.; Begley, J.A.; Zong, J. Steady-state pharmacokinetics of emtricitabine and tenofovir disoproxil fumarate administered alone and in combination in healthy volunteers. J. Clin. Pharmacol., 2007, 47(6), 751-759.
[http://dx.doi.org/10.1177/0091270007300951] [PMID: 17519400]
[39]
Hoetelmans, R.M.W.; Mariën, K.; De Pauw, M.; Hill, A.; Peeters, M.; Sekar, V.; De Doncker, P.; Woodfall, B.; Lefebvre, E. Pharmacokinetic interaction between TMC114/ritonavir and tenofovir disoproxil fumarate in healthy volunteers. Br. J. Clin. Pharmacol., 2007, 64(5), 655-661.
[http://dx.doi.org/10.1111/j.1365-2125.2007.02957.x] [PMID: 17610528]
[40]
Wenning, L.A.; Friedman, E.J.; Kost, J.T.; Breidinger, S.A.; Stek, J.E.; Lasseter, K.C.; Gottesdiener, K.M.; Chen, J.; Teppler, H.; Wagner, J.A.; Stone, J.A.; Iwamoto, M. Lack of a significant drug interaction between raltegravir and tenofovir. Antimicrob. Agents Chemother., 2008, 52(9), 3253-3258.
[http://dx.doi.org/10.1128/AAC.00005-08] [PMID: 18625763]
[41]
Luber, A.D.; Condoluci, D.V.; Slowinski, P.D.; Andrews, M.; Olson, K.; Peloquin, C.A.; Pappa, K.A.; Pakes, G.E. Steady-state amprenavir and tenofovir pharmacokinetics after coadministration of unboosted or ritonavir-boosted fosamprenavir with tenofovir disoproxil fumarate in healthy volunteers. HIV Med., 2010, 11(3), 193-199.
[http://dx.doi.org/10.1111/j.1468-1293.2009.00765.x] [PMID: 19863619]
[42]
Hu, C.; Liu, Y.; Liu, Y.; Chen, Q.; Wang, W.; Wu, K.; Dong, J.; Li, J.; Jia, J.; Lu, C.; Sun, S.; Yu, C.; Li, X. Pharmacokinetics and tolerability of Tenofovir disoproxil fumarate 300 mg once daily: An open-label, single- and multiple-dose study in healthy Chinese subjects. Clin. Ther., 2013, 35(12), 1884-1889.
[http://dx.doi.org/10.1016/j.clinthera.2013.09.020] [PMID: 24148552]
[43]
Droste, J.A.H.; Verweij-van Wissen, C.P.W.G.M.; Kearney, B.P.; Buffels, R.; vanHorssen, P.J.; Hekster, Y.A.; Burger, D.M. Pharmacokinetic study of tenofovir disoproxil fumarate combined with rifampin in healthy volunteers. Antimicrob. Agents Chemother., 2005, 49(2), 680-684.
[http://dx.doi.org/10.1128/AAC.49.2.680-684.2005] [PMID: 15673751]
[44]
Kakuda, T.N.; Schöller-Gyüre, M.; De Smedt, G.; Beets, G.; Aharchi, F.; Peeters, M.P.; Vandermeulen, K.; Woodfall, B.J.; Hoetelmans, R.M.W. Assessment of the steady-state pharmacokinetic interaction between etravirine administered as two different formulations and tenofovir disoproxil fumarate in healthy volunteers. HIV Med., 2009, 10(3), 173-181.
[http://dx.doi.org/10.1111/j.1468-1293.2008.00668.x] [PMID: 19207601]

Rights & Permissions Print Cite
© 2024 Bentham Science Publishers | Privacy Policy