Physiologically based pharmacokinetic modeling in drug discovery and development: A pharmaceutical industry perspective
Abstract
The application of physiologically based pharmacokinetic (PBPK) modeling has developed rapidly within the pharmaceutical industry and is becoming an integral part of drug discovery and development. In this study, we provide a cross pharmaceutical industry position on “how PBPK modeling can be applied in industry” focusing on the strategies for application of PBPK at different stages, an associated perspective on the confidence and challenges, as well as guidance on interacting with regulatory agencies and internal best practices.
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Many medium and large pharmaceutical companies are now routinely applying PBPK modelling for first-in-human predictions.
“many medium and large pharmaceutical companies are now routinely applying the approach as is clear from a recent cross-industry perspective [12].”
Cites
Physiological Parameters in Laboratory Animals and Humans
Davies, B., & Morris, T. (1993) · Pharmaceutical Research · doi:10.1023/a:1018943613122 · Cited by 2,930 · see citing works
ADMET in silico modelling: towards prediction paradise?
Waterbeemd, H. V. D., & Gifford, E. (2003) · Nature Reviews Drug Discovery · doi:10.1038/nrd1032 · Cited by 1,894 · see citing works
Dissolution Media Simulating Conditions in the Proximal Human Gastrointestinal Tract: An Update
Jantratid, E., Janssen, N., Reppas, C., & Dressman, J. B. (2008) · Pharmaceutical Research · doi:10.1007/s11095-008-9569-4 · Cited by 764 · see citing works
Physiologically-Based Pharmacokinetics in Drug Development and Regulatory Science
Rowland, M., Peck, C., & Tucker, G. (2011) · Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-010510-100540 · Cited by 662 · see citing works
Predicting the Impact of Physiological and Biochemical Processes on Oral Drug Bioavailability
Agoram, B., Woltosz, W. S., & Bolger, M. B. (2001) · Advanced Drug Delivery Reviews · doi:10.1016/s0169-409x(01)00179-x · Cited by 651 · see citing works
Basic Concepts in Physiologically Based Pharmacokinetic Modeling in Drug Discovery and Development
Jones, H., & Rowland‐Yeo, K. (2013) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2013.41 · Cited by 626 · see citing works
Self-citationZhao, P., Zhang, L., Grillo, J. A., Liu, Q., Bullock, J. M., Moon, Y. J., Song, P., Brar, S. S., Madabushi, R., Wu, T. C., et al. (2010) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2010.298 · Cited by 524 · see citing works
Kamiie, J., Ohtsuki, S., Iwase, R., Ohmine, K., Katsukura, Y., 矢内一成, Yumi, S., Uchida, Y., Ito, S., & Terasaki, T. (2008) · Pharmaceutical Research · doi:10.1007/s11095-008-9532-4 · Cited by 480 · see citing works
Population-Based Mechanistic Prediction of Oral Drug Absorption
Jamei, M., Turner, D., Yang, J., Neuhoff, S., Polak, S., Rostami-Hodjegan, A., & Tucker, G. (2009) · The AAPS Journal · doi:10.1208/s12248-009-9099-y · Cited by 452 · see citing works
Shah, D. K., & Betts, A. M. (2011) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-011-9232-2 · Cited by 424 · see citing works
A Novel Strategy for Physiologically Based Predictions of Human Pharmacokinetics
Jones, H. M., Parrott, N., Jorga, K., & Lav??, T. (2006) · Clinical Pharmacokinetics · doi:10.2165/00003088-200645050-00006 · Cited by 352 · see citing works
Self-citationWatanabe, T., Kusuhara, H., Maeda, K., Shitara, Y., & Sugiyama, Y. (2008) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.108.146647 · Cited by 351 · see citing works
Garg, A., & Balthasar, J. P. (2007) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-007-9065-1 · Cited by 329 · see citing works
In vivo regulation of interleukin 1β in patients with cryopyrin-associated periodic syndromes
Lachmann, H. J., Lowe, P. J., Felix, S. D., Rordorf, C. M., Leslie, K. S., Madhoo, S., Wittkowski, H., Bek, S., Hartmann, N., Bosset, S., et al. (2009) · The Journal of Experimental Medicine · doi:10.1084/jem.20082481 · Cited by 313 · see citing works
Jones, H. M., Barton, H. A., Lai, Y., Bi, Y., Kimoto, E., Kempshall, S., Tate, S. C., El‐Kattan, A. F., Houston, J. B., Galetin, A., et al. (2012) · Drug Metabolism and Disposition · doi:10.1124/dmd.111.042994 · Cited by 243 · see citing works
Self-citationA Semi-Mechanistic Model to Predict the Effects of Liver Cirrhosis on Drug Clearance
Johnson, T. N., Boussery, K., Rowland‐Yeo, K., Tucker, G. T., & Rostami‐Hodjegan, A. (2010) · Clinical Pharmacokinetics · doi:10.2165/11318160-000000000-00000 · Cited by 235 · see citing works
A Physiological Model for the Estimation of the Fraction Dose Absorbed in Humans
Willmann, S., Schmitt, W., Keldenich, J., Lippert, J., & Dressman, J. (2004) · Journal of Medicinal Chemistry · doi:10.1021/jm030999b · Cited by 219 · see citing works
Zhao, P., Rowland, M., & Sm, H. (2012) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2012.68 · Cited by 213 · see citing works
The utility of modeling and simulation in drug development and regulatory review
Huang, S.-M., Abernethy, D. R., Wang, Y., Zhao, P., & Zineh, I. (2013) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.23570 · Cited by 206 · see citing works
Regulatory Experience With Physiologically Based Pharmacokinetic Modeling for Pediatric Drug Trials
Leong, R., Vieira, M. L. T., Zhao, P., Mulugeta, Y. A., Lee, C. S., Sm, H., & Burckart, G. J. (2012) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2012.19 · Cited by 188 · see citing works
Baxter, L. T., Zhu, H. J., Mackensen, D. G., Butler, W. F., & Jain, R. K. (1995) · PubMed · Cited by 179 · see citing works
Poulin, P., Jones, R. D. O., Jones, H. M., Gibson, C. R., Rowland, M., Chien, J. Y., Ring, B. J., Adkison, K. K., Ku, M. S., He, H., et al. (2011) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.22550 · Cited by 174 · see citing works
Self-citationSjögren, E., Westergren, J., Grant, I., Hanisch, G., Lindfors, L., Lennernäs, H., Abrahamsson, B., & Tannergren, C. (2013) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2013.05.019 · Cited by 168 · see citing works
Kawakami, H., Ohtsuki, S., Kamiie, J., Suzuki, T., Abe, T., & Terasaki, T. (2010) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.22255 · Cited by 165 · see citing works
Abduljalil, K., Cain, T., Humphries, H., & Rostami‐Hodjegan, A. (2014) · Drug Metabolism and Disposition · doi:10.1124/dmd.114.058099 · Cited by 151 · see citing works
The Role of Physiologically Based Pharmacokinetic Modeling in Regulatory Review
Huang, S.-M., & Rowland, M. (2012) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2011.320 · Cited by 150 · see citing works
Evaluation of a Generic Physiologically Based Pharmacokinetic Model for Lineshape Analysis
Peters, S. A. (2008) · Clinical Pharmacokinetics · doi:10.2165/00003088-200847040-00004 · Cited by 148 · see citing works
Self-citationFerl, G. Z., Wu, A. M., & DiStefano, J. J. (2005) · Annals of Biomedical Engineering · doi:10.1007/s10439-005-7410-3 · Cited by 144 · see citing works
Thelen, K., Coboeken, K., Willmann, S., Burghaus, R., Dressman, J. B., & Lippert, J. (2011) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.22726 · Cited by 139 · see citing works
Shono, Y., Jantratid, E., Kesisoglou, F., Reppas, C. I., & Dressman, J. (2010) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2010.05.009 · Cited by 131 · see citing works
Barter, Z. E., Tucker, G. T., & Rowland‐Yeo, K. (2013) · Clinical Pharmacokinetics · doi:10.1007/s40262-013-0089-y · Cited by 129 · see citing works
Introduction to computational oral absorption simulation
Sugano, K. (2009) · Expert Opinion on Drug Metabolism & Toxicology · doi:10.1517/17425250902835506 · Cited by 129 · see citing works
Applications of Physiologically Based Absorption Models in Drug Discovery and Development
Parrott, N. J., & Lavé, T. (2008) · Molecular Pharmaceutics · doi:10.1021/mp8000155 · Cited by 123 · see citing works
Self-citationPhysiologic modeling of cyclosporin kinetics in rat and man
Bernareggi, A., & Rowland, M. (1991) · Journal of pharmacokinetics and biopharmaceutics · doi:10.1007/bf01062191 · Cited by 120 · see citing works
Challenges and opportunities with modelling and simulation in drug discovery and drug development
Lavé, T., Parrott, N., Grimm, H. P., Fleury, A., & Reddy, M. (2007) · Xenobiotica · doi:10.1080/00498250701534885 · Cited by 115 · see citing works
Self-citationPhysiologically‐Based Pharmacokinetic (PBPK) Modeling and Simulations
Peters, S. A. (2012) · Wiley eBooks · doi:10.1002/9781118140291 · Cited by 115 · see citing works
Self-citationChen, Y., Jin, J. Y., Mukadam, S., Malhi, V., & Kenny, J. R. (2012) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.1769 · Cited by 113 · see citing works
Self-citationJones, H. M., Gardner, I. B., Collard, W. T., Stanley, P. J., Oxley, P., Hosea, N. A., Plowchalk, D., Gernhardt, S., Lin, J., Dickins, M., et al. (2011) · Clinical Pharmacokinetics · doi:10.2165/11539680-000000000-00000 · Cited by 110 · see citing works
Self-citationCheeti, S., Budha, N. R., Rajan, S., Dresser, M. J., & Jin, J. Y. (2012) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.1830 · Cited by 109 · see citing works
Dose Selection Based on Physiologically Based Pharmacokinetic (PBPK) Approaches
Jones, H. M., Mayawala, K., & Poulin, P. (2012) · The AAPS Journal · doi:10.1208/s12248-012-9446-2 · Cited by 107 · see citing works
Self-citationParrott, N., Paquereau, N., Coassolo, P., & Lavé, T. (2005) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.20419 · Cited by 107 · see citing works
Self-citationPoirier, A., Lavé, T., Portmann, R., Brun, M.-E., Senner, F., Kansy, M., Grimm, H.-P., & Funk, C. (2008) · Drug Metabolism and Disposition · doi:10.1124/dmd.108.020750 · Cited by 100 · see citing works
Application of PBPK modelling in drug discovery and development at Pfizer
Jones, H. M., Dickins, M., Youdim, K. A., Gosset, J. R., Attkins, N. J., Hay, T. L., Gurrell, I. K., Logan, Y. R., Bungay, P. J., Jones, B., et al. (2011) · Xenobiotica · doi:10.3109/00498254.2011.627477 · Cited by 98 · see citing works
Self-citationGrillo, J. A., Zhao, P., Bullock, J. M., Booth, B. P., Lü, M., Robie‐Suh, K., Berglund, E. G., Pang, K. S., Rahman, A., Zhang, L., et al. (2012) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.1771 · Cited by 93 · see citing works
Sugano, K., Kataoka, M., Mathews, C. D. C., & Yamashita, S. (2010) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2010.03.011 · Cited by 93 · see citing works
Buck, S. S. D., Sinha, V. K., Fenu, L. A., Gilissen, R., Mackie, C. E., & Nijsen, M. (2007) · Drug Metabolism and Disposition · doi:10.1124/dmd.106.014027 · Cited by 92 · see citing works
Sinha, V. K., Snoeys, J., Osselaer, N. V., Peer, A. V., Mackie, C. E., & Heald, D. (2012) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.1782 · Cited by 83 · see citing works
Self-citationHallifax, D., & Houston, J. B. (2007) · Drug Metabolism and Disposition · doi:10.1124/dmd.107.015131 · Cited by 72 · see citing works
Jantratid, E., Janssen, N., Chokshi, H. P., Tang, K., & Dressman, J. (2007) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2007.12.010 · Cited by 71 · see citing works
Fenneteau, F., Poulin, P., & Nekka, F. (2009) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21802 · Cited by 66 · see citing works
Berezhkovskiy, L. M. (2011) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.22324 · Cited by 63 · see citing works
Physiologically-based pharmacokinetic modeling for absorption, transport, metabolism and excretion
Pang, K. S., & Durk, M. R. (2010) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-010-9185-x · Cited by 59 · see citing works
Heimbach, T., Xia, B., Lin, T., & He, H. (2012) · The AAPS Journal · doi:10.1208/s12248-012-9419-5 · Cited by 56 · see citing works
Self-citationThe Pharmacokinetic/Pharmacodynamic Pipeline: Translating Anticancer Drug Pharmacology to the Clinic
Zhou, Q. S., & Gallo, J. M. (2011) · The AAPS Journal · doi:10.1208/s12248-011-9253-1 · Cited by 56 · see citing works
Filppula, A. M., Laitila, J., Neuvonen, P. J., & Backman, J. T. (2011) · Drug Metabolism and Disposition · doi:10.1124/dmd.110.037689 · Cited by 55 · see citing works
Peters, S. A. (2008) · Clinical Pharmacokinetics · doi:10.2165/00003088-200847040-00003 · Cited by 50 · see citing works
Self-citationIn SilicoModeling for the Nonlinear Absorption Kinetics of UK-343,664: A P-gp and CYP3A4 Substrate
Abuasal, B., Bolger, M. B., Walker, D. K., & Kaddoumi, A. (2012) · Molecular Pharmaceutics · doi:10.1021/mp200275j · Cited by 49 · see citing works
Peters, S. A., & Hultin, L. (2007) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-007-9073-1 · Cited by 42 · see citing works
Self-citationImpact of Physiologically Based Pharmacokinetic Modeling and Simulation in Drug Development
Shardlow, C. E., Generaux, G. T., Patel, A. H., Tai, G., Tran, T. B., & Bloomer, J. C. (2013) · Drug Metabolism and Disposition · doi:10.1124/dmd.113.052803 · Cited by 41 · see citing works
Heimbach, T., Lakshminarayana, S. B., Hu, W., & He, H. (2009) · The AAPS Journal · doi:10.1208/s12248-009-9136-x · Cited by 35 · see citing works
Self-citationPang, K., & Chow, E. (2012) · Drug Metabolism And Disposition · doi:10.1124/dmd.112.045872 · Cited by 32 · see citing works
Agoram, B. (2014) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2013.77 · Cited by 30 · see citing works
Xia, B., Heimbach, T., Lin, T., Li, S., Zhang, H., Sheng, J., & He, H. (2013) · AAPS PharmSciTech · doi:10.1208/s12249-013-0018-2 · Cited by 29 · see citing works
Self-citationPeters, S. A., Ungell, A.-L. B., & Dolgos, H. (2009) · PubMed · Cited by 25 · see citing works
Self-citationLocal versus Systemic Anti-Tumour Necrosis Factor-α Effects of Adalimumab in Rheumatoid Arthritis
Stepensky, D. (2012) · Clinical Pharmacokinetics · doi:10.2165/11599970-000000000-00000 · Cited by 19 · see citing works
Lundahl, A., Hedeland, M., Bondesson, U., & Lennernäs, H. (2011) · Drug Metabolism and Disposition · doi:10.1124/dmd.110.035311 · Cited by 15 · see citing works
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Sager, J. E., Yu, J., Ragueneau, I., & Isoherranen, N. (2015) · Drug Metabolism and Disposition · doi:10.1124/dmd.115.065920 · Cited by 521 · see citing works
Computational Approaches in Preclinical Studies on Drug Discovery and Development
Wu, F., Zhou, Y., Li, L., Shen, X., Chen, G., Wang, X., Liang, X., Tan, M., & Huang, Z. (2020) · Frontiers in Chemistry · doi:10.3389/fchem.2020.00726 · Cited by 476 · see citing works
Applied Concepts in PBPK Modeling: How to Build a PBPK/PD Model
Kuepfer, L., Niederalt, C., Wendl, T., Schlender, J., Willmann, S., Lippert, J., Block, M., Eissing, T., & Teutonico, D. (2016) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12134 · Cited by 425 · see citing works
PBPK modeling and simulation in drug research and development
Zhuang, X., & Lu, C. (2016) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2016.04.004 · Cited by 411 · see citing works
Shebley, M., Sandhu, P., Emami Riedmaier, A., Jamei, M., Narayanan, R., Patel, A., Peters, S. A., Reddy, V. P., Zheng, M., de Zwart, L., et al. (2018) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.1013 · Cited by 395 · see citing works
Workgroup, E. M., Marshall, S., Burghaus, R., Cosson, V, Cheung, S., Chenel, M., DellaPasqua, O., Frey, N., Hamrén, B., Harnisch, L., et al. (2016) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12049 · Cited by 373 · see citing works
Recent advances in carrier mediated nose-to-brain delivery of pharmaceutics
Bourganis, V., Kammona, O., Alexopoulos, A., & Kiparissides, C. (2018) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2018.05.009 · Cited by 357 · see citing works
Grimstein, M., Yang, Y., Zhang, X., Grillo, J. A., Huang, S. M., Zineh, I., & Wang, Y. (2018) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2018.10.033 · Cited by 321 · see citing works
Impact of gastrointestinal physiology on drug absorption in special populations––An UNGAP review
Stillhart, C., Vučićević, K. M., Augustijns, P., Basit, A. W., Batchelor, H. K., Flanagan, T. R., Gesquiere, I., Greupink, R., Keszthelyi, D., Koskinen, M., et al. (2020) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2020.105280 · Cited by 326 · see citing works
Self-citationWagner, C., Zhao, P., Pan, Y., Hsu, V, Grillo, J., Huang, S., & Sinha, V (2015) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.33 · Cited by 276 · see citing works
Dahlgren, D., & Lennernäs, H. (2019) · Pharmaceutics · doi:10.3390/pharmaceutics11080411 · Cited by 261 · see citing works
Jamei, M. (2016) · Current Pharmacology Reports · doi:10.1007/s40495-016-0059-9 · Cited by 244 · see citing works
In silicoADME-Tox modeling: progress and prospects
Alqahtani, S. (2017) · Expert Opinion on Drug Metabolism & Toxicology · doi:10.1080/17425255.2017.1389897 · Cited by 232 · see citing works
Cardiovascular disease models: A game changing paradigm in drug discovery and screening
Savoji, H., Mohammadi, M. H., Rafatian, N., Toroghi, M. K., Wang, E. Y., Zhao, Y., Korolj, A., Ahadian, S., & Radisic, M. (2019) · Biomaterials · doi:10.1016/j.biomaterials.2018.09.036 · Cited by 223 · see citing works
Computational pharmaceutics - A new paradigm of drug delivery
Wang, W., Ye, Z., Gao, H., & Ouyang, D. (2021) · Journal of Controlled Release · doi:10.1016/j.jconrel.2021.08.030 · Cited by 221 · see citing works
Pharmacokinetic and Pharmacodynamic Properties of Drug Delivery Systems
Glassman, P. M., & Muzykantov, V. R. (2019) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.119.257113 · Cited by 215 · see citing works
Tornio, A., Filppula, A. M., Niemi, M., & Backman, J. T. (2019) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.1435 · Cited by 199 · see citing works
Charalabidis, A., Sfouni, M., Bergström, C. A. S., & Macheras, P. E. (2019) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2019.05.041 · Cited by 178 · see citing works
Lai, Y., Chu, X., Di, L., Gao, W., Guo, Y., Liu, X., Lu, C., Mao, J., Shen, H., Tang, H., et al. (2022) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2022.03.009 · Cited by 169 · see citing works
Upreti, V. V., & Wahlstrom, J. L. (2015) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.585 · Cited by 161 · see citing works
Self-citationWood, F. L., Houston, J. B., & Hallifax, D. (2017) · Drug Metabolism and Disposition · doi:10.1124/dmd.117.077040 · Cited by 158 · see citing works
Cheng, L., & Wong, H. (2020) · Pharmaceutics · doi:10.3390/pharmaceutics12070672 · Cited by 154 · see citing works
A Next-Generation Risk Assessment Case Study for Coumarin in Cosmetic Products
Baltazar, M. T., Cable, S., Carmichael, P. L., Cubberley, R., Cull, T., Delagrange, M., Dent, M. P., Hatherell, S., Houghton, J., Kukić, P., et al. (2020) · Toxicological Sciences · doi:10.1093/toxsci/kfaa048 · Cited by 152 · see citing works
An in vitro toolbox to accelerate anti-malarial drug discovery and development
Charman, S. A., Andreu, A., Barker, H., Blundell, S. A., Campbell, A., Campbell, M., Chen, G., Chiu, F. C. K., Crighton, E., Katneni, K., et al. (2020) · Malaria Journal · doi:10.1186/s12936-019-3075-5 · Cited by 152 · see citing works
Vinarov, Z., Abrahamsson, B., Artursson, P., Batchelor, H. K., Berben, P., Bernkop‐Schnürch, A., Butler, J., Ceulemans, J., Davies, N. M., Dupont, D., et al. (2021) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2021.02.001 · Cited by 155 · see citing works
Self-citationMiller, N. A., Reddy, M. B., Heikkinen, A. T., Lukacova, V., & Parrott, N. (2019) · Clinical Pharmacokinetics · doi:10.1007/s40262-019-00741-9 · Cited by 142 · see citing works
Self-citationMarshall, S., Madabushi, R., Manolis, E., Krudys, K., Staab, A., Dykstra, K., & Visser, S. A. G. (2019) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12372 · Cited by 138 · see citing works
Lin, W., Chen, Y., Unadkat, J. D., Zhang, X., Wu, D., & Heimbach, T. (2022) · Pharmaceutical Research · doi:10.1007/s11095-022-03274-2 · Cited by 137 · see citing works
Self-citationHeimbach, T., Chen, Y., Chen, J., Dixit, V. S., Parrott, N. J., Peters, S. A., Poggesi, I., Sharma, P. K., Snoeys, J., Shebley, M., et al. (2020) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.2125 · Cited by 135 · see citing works
Self-citationPhysiologically-based pharmacokinetic models: approaches for enabling personalized medicine
Hartmanshenn, C., Scherholz, M. L., & Androulakis, I. P. (2016) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-016-9492-y · Cited by 136 · see citing works
Guo, Y., Chu, X., Parrott, N. J., Brouwer, K. L. R., Hsu, V., Nagar, S., Matsson, P., Sharma, P. K., Snoeys, J., Sugiyama, Y., et al. (2018) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.1183 · Cited by 122 · see citing works
Self-citationSystems pharmacology – Towards the modeling of network interactions
Danhof, M. (2016) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2016.04.027 · Cited by 120 · see citing works
Collin, C. B., Gebhardt, T., Golebiewski, M., Karaderi, T., Hillemanns, M., Khan, F. M., Salehzadeh‐Yazdi, A., Kirschner, M. W., Krobitsch, S., & Kuepfer, L. (2022) · Journal of Personalized Medicine · doi:10.3390/jpm12020166 · Cited by 122 · see citing works
A generic whole body physiologically based pharmacokinetic model for therapeutic proteins in PK-Sim
Niederalt, C., Kuepfer, L., Solodenko, J., Eißing, T., Siegmund, H., Block, M. S., Willmann, S., & Lippert, J. (2017) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-017-9559-4 · Cited by 118 · see citing works
Albrecht, W., Kappenberg, F., Brecklinghaus, T., Stöber, R. M., Marchan, R., Zhang, M., Ebbert, K. E., Kirschner, H., Grinberg, M., Leist, M., et al. (2019) · Archives of Toxicology · doi:10.1007/s00204-019-02492-9 · Cited by 110 · see citing works
Advancing pharmaceutical research: A comprehensive review of cutting-edge tools and technologies
Chen, J., Lin, A., & Luo, P. (2024) · Current Pharmaceutical Analysis · doi:10.1016/j.cpan.2024.11.001 · Cited by 112 · see citing works
Bohnert, T., Patel, A. H., Templeton, I. E., Chen, Y., Lu, C., Lai, G., Leung, L. Y., Tse, S., Einolf, H. J., Wang, Y.-H., et al. (2016) · Drug Metabolism and Disposition · doi:10.1124/dmd.115.069096 · Cited by 109 · see citing works
Self-citationLin, Z., Gehring, R., Mochel, J. P., Lavé, T., & Riviere, J. E. (2016) · Journal of Veterinary Pharmacology and Therapeutics · doi:10.1111/jvp.12311 · Cited by 108 · see citing works
Li, M., Zhao, P., Pan, Y., & Wagner, C. (2017) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12260 · Cited by 107 · see citing works
Peters, S. A., Jones, C. R., Ungell, A.-L. B., & Hatley, O. J. D. (2016) · Clinical Pharmacokinetics · doi:10.1007/s40262-015-0351-6 · Cited by 105 · see citing works
Self-citationImproving natural product research translation: From source to clinical trial
Sorkin, B. C., Kuszak, A. J., Bloss, G., Fukagawa, N. K., Hoffman, F. A., Jafari, M., Barrett, B. P., Brown, P. N., Bushman, F. D., Casper, S. J., et al. (2019) · The FASEB Journal · doi:10.1096/fj.201902143r · Cited by 104 · see citing works
Reichel, A., & Lienau, P. (2015) · Handbook of experimental pharmacology · doi:10.1007/164_2015_26 · Cited by 100 · see citing works
Fink, C., Sun, D. D., Wagner, K., Schneider, M., Bauer, H., Dolgos, H., Mäder, K., & Peters, S. A. (2019) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.1672 · Cited by 99 · see citing works
Self-citationMin, J. S., Jo, S. J., Lee, S., Kim, D. Y., Kim, D. H., Lee, C. B., & Bae, S. K. (2025) · Drug Design Development and Therapy · doi:10.2147/dddt.s506957 · Cited by 110 · see citing works
Sjögren, E., Thörn, H., & Tannergren, C. (2016) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.5b00861 · Cited by 98 · see citing works
Schneckener, S., Grimbs, S., Hey, J., Menz, S., Osmers, M., Schaper, S., Hillisch, A., & Göller, A. H. (2019) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.9b00460 · Cited by 95 · see citing works
Precision Dosing: Public Health Need, Proposed Framework, and Anticipated Impact
González, D., Rao, G. G., Bailey, S. C., Brouwer, K. L. R., Cao, Y., Crona, D. J., Kashuba, A. D. M., Lee, C. R., Morbitzer, K. A., Patterson, J. H., et al. (2017) · Clinical and Translational Science · doi:10.1111/cts.12490 · Cited by 89 · see citing works
Prediction of drug–drug interaction potential using physiologically based pharmacokinetic modeling
Min, J. S., & Bae, S. K. (2017) · Archives of Pharmacal Research · doi:10.1007/s12272-017-0976-0 · Cited by 88 · see citing works
Glassman, P. M., & Balthasar, J. P. (2018) · Drug Metabolism and Pharmacokinetics · doi:10.1016/j.dmpk.2018.11.002 · Cited by 86 · see citing works
Peters, S. A., & Dolgos, H. (2019) · Clinical Pharmacokinetics · doi:10.1007/s40262-019-00790-0 · Cited by 85 · see citing works
Self-citationTan, Y., Worley, R. R., Leonard, J. A., & Fisher, J. W. (2018) · Toxicological Sciences · doi:10.1093/toxsci/kfy010 · Cited by 85 · see citing works
Wiśniowska, B., Tylutki, Z., Wyszogrodzka, G., & Polak, S. (2016) · BMC Pharmacology and Toxicology · doi:10.1186/s40360-016-0053-1 · Cited by 87 · see citing works
Riedmaier, A. E., Lindley, D. J., Hall, J. A., Castleberry, S. A., Slade, R. T., Stuart, P., Carr, R. A., Borchardt, T. B., Bow, D. A. J., & Nijsen, M. (2017) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2017.09.027 · Cited by 81 · see citing works
Freise, K. J., Shebley, M., & Salem, A. H. (2017) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.858 · Cited by 81 · see citing works
Multi-scale Modeling in Clinical Oncology: Opportunities and Barriers to Success
Yankeelov, T. E., An, G. C., Saut, O., Luebeck, E. G., Popel, A. S., Ribba, B., Vicini, P., Zhou, X., Weis, J. A., Ye, K., et al. (2016) · Annals of Biomedical Engineering · doi:10.1007/s10439-016-1691-6 · Cited by 80 · see citing works
He, H., Yuan, D., Wu, Y., & Cao, Y. (2019) · Pharmaceutics · doi:10.3390/pharmaceutics11030110 · Cited by 80 · see citing works
Parrott, N. J., Yu, L. J., Takano, R., Nakamura, M., & Morcos, P. N. (2016) · The AAPS Journal · doi:10.1208/s12248-016-9957-3 · Cited by 77 · see citing works
Self-citationUsefulness of PBPK Modeling in Incorporation of Clinical Conditions in Personalized Medicine
Marsousi, N., Desmeules, J. A., Rudaz, S. L., & Daali, Y. (2017) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2017.04.035 · Cited by 76 · see citing works
Yoshida, K. J., Zhao, P., Zhang, L., Abernethy, D. R., Rekić, D., Reynolds, K. S., Galetin, A., & Huang, S.-M. (2017) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2017.04.045 · Cited by 75 · see citing works
Duan, P., Zhao, P., & Zhang, L. (2016) · European Journal of Drug Metabolism and Pharmacokinetics · doi:10.1007/s13318-016-0383-9 · Cited by 74 · see citing works
Yellepeddi, V., Rower, J. E., Liu, X., Kumar, S. S., Rashid, J., & Sherwin, C. M. T. (2018) · Clinical Pharmacokinetics · doi:10.1007/s40262-018-0677-y · Cited by 74 · see citing works
Dose Optimization Informed by PBPK Modeling: State‐of‐the Art and Future
Yeo, K. R., Berglund, E. G., & Chen, Y. (2024) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.3289 · Cited by 71 · see citing works
Self-citationMaximizing the impact of microphysiological systems with in vitro – in vivo translation
Cirit, M., & Stokes, C. L. (2018) · Lab on a Chip · doi:10.1039/c8lc00039e · Cited by 70 · see citing works
Polasek, T. M., Tucker, G. T., Sorich, M. J., Wiese, M. D., Mohan, T. S., Rostami‐Hodjegan, A., Korprasertthaworn, P., Perera, V., & Rowland, A. (2017) · British Journal of Clinical Pharmacology · doi:10.1111/bcp.13480 · Cited by 67 · see citing works
Recent developments in using mechanistic cardiac modelling for drug safety evaluation
Davies, M. R., Wang, K., Mirams, G. R., Caruso, A., Noble, D., Walz, A., Lavé, T., Schuler, F., Singer, T., & Polonchuk, L. (2016) · Drug Discovery Today · doi:10.1016/j.drudis.2016.02.003 · Cited by 66 · see citing works
Evaluation of the GastroPlus™ Advanced Compartmental and Transit (ACAT) Model in Early Discovery
Gobeau, N., Stringer, R., De Buck, S., Tuntland, T., & Faller, B. (2016) · Pharmaceutical Research · doi:10.1007/s11095-016-1951-z · Cited by 67 · see citing works
Sun, Z., Zhao, N., Zhao, X., Wang, Z., Liu, Z., & Cui, Y. (2024) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2024.106838 · Cited by 65 · see citing works
Scotcher, D., Jones, C. R., Galetin, A., & Rostami‐Hodjegan, A. (2017) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.116.237438 · Cited by 65 · see citing works
Yoshida, K. J., Budha, N. R., & Jin, J. (2017) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.622 · Cited by 65 · see citing works
Lin, Z., Jaberi‐Douraki, M., He, C., Jin, S., Yang, R. S. H., Fisher, J. W., & Riviere, J. E. (2017) · Toxicological Sciences · doi:10.1093/toxsci/kfx070 · Cited by 65 · see citing works
Wu, F. P., Shah, H., Li, M., Duan, P., Zhao, P., Suarez, S., Raines, K., Zhao, Y., Wang, M., Lin, H.-P., et al. (2021) · The AAPS Journal · doi:10.1208/s12248-021-00564-2 · Cited by 64 · see citing works
Hermans, A., Abend, A. M., Kesisoglou, F., Flanagan, T. R., Cohen, M. J., Diaz, D. A., Mao, Y., Zhang, L., Webster, G. K., Lin, Y., et al. (2017) · The AAPS Journal · doi:10.1208/s12248-017-0117-1 · Cited by 64 · see citing works
Computational modeling of human oral bioavailability: what will be next?
Cabrera‐Pérez, M. Á., & Pham‐The, H. (2018) · Expert Opinion on Drug Discovery · doi:10.1080/17460441.2018.1463988 · Cited by 64 · see citing works
Kesisoglou, F., Chung, J., van Asperen, J., & Heimbach, T. (2016) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2015.11.034 · Cited by 62 · see citing works
Self-citationYamazaki, S., Costales, C., Lazzaro, S., Eatemadpour, S., Kimoto, E., & Varma, M. V. S. (2019) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12458 · Cited by 60 · see citing works
Moxon, T. E., Li, H., Lee, M. Y., Piechota, P., Nicol, B., Pickles, J., Pendlington, R. U., Sorrell, I., & Baltazar, M. T. (2019) · Toxicology in Vitro · doi:10.1016/j.tiv.2019.104746 · Cited by 58 · see citing works
Jamei, M., Abrahamsson, B., Brown, J. L., Bevernage, J., Bolger, M. B., Heimbach, T., Karlsson, Ε., Kotzagiorgis, E., Lindahl, A. H., McAllister, M. S., et al. (2020) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2020.08.005 · Cited by 57 · see citing works
Self-citationInsights from pharmacokinetic models of host-microbiome drug metabolism
Zimmermann‐Kogadeeva, M., Zimmermann, M., & Goodman, A. L. (2019) · Gut Microbes · doi:10.1080/19490976.2019.1667724 · Cited by 55 · see citing works
Mann, J., Samieegohar, M., Chaturbedi, A., Zirkle, J., Han, X., Ahmadi, S. F., Eshleman, A. J., Janowsky, A. J., Wolfrum, K., Swanson, T. L., et al. (2022) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.2696 · Cited by 56 · see citing works
Posada, M. M., Morse, B. L., Turner, P. K., Kulanthaivel, P., Hall, S. D., & Dickinson, G. L. (2020) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.1584 · Cited by 55 · see citing works
Self-citationFerl, G. Z., Theil, F., & Wong, H. (2016) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.1994 · Cited by 54 · see citing works
Wu, D., & Li, M. (2022) · Pharmaceutical Research · doi:10.1007/s11095-022-03373-0 · Cited by 53 · see citing works
The great barrier belief: The blood–brain barrier and considerations for juvenile toxicity studies
Schmitt, G., Parrott, N. J., Prinssen, E. P. M., & Barrow, P. (2017) · Reproductive Toxicology · doi:10.1016/j.reprotox.2017.06.043 · Cited by 54 · see citing works
Self-citationDe Bruyn, T., Ufuk, A., Cantrill, C., Kosa, R. E., Bi, Y.-A., Niosi, M., Modi, S., Rodrigues, A. D., Tremaine, L. M., Varma, M. V. S., et al. (2018) · Drug Metabolism and Disposition · doi:10.1124/dmd.118.081315 · Cited by 53 · see citing works
Badée, J., Fowler, S., de Wildt, S. N., Collier, A., Schmidt, S., & Parrott, N. (2018) · Clinical Pharmacokinetics · doi:10.1007/s40262-018-0681-2 · Cited by 43 · see citing works
Self-citationParrott, N. J., Stillhart, C., Lindenberg, M., Wagner, B., Kowalski, K., Guerini, E., Djebli, N., & Meneses‐Lorente, G. (2020) · The AAPS Journal · doi:10.1208/s12248-020-00463-y · Cited by 54 · see citing works
Self-citationA Whole-Body Physiologically Based Pharmacokinetic Model of Gefitinib in Mice and Scale-Up to Humans
Bi, Y., Deng, J., Murry, D. J., & An, G. (2015) · The AAPS Journal · doi:10.1208/s12248-015-9836-3 · Cited by 52 · see citing works
Varma, M., Kimoto, E., Scialis, R. J., Bi, Y., Lin, J., Eng, H. F., Kalgutkar, A. S. S., El‐Kattan, A., Rodrigues, A., & Tremaine, L. (2016) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.520 · Cited by 52 · see citing works
Ke, A. B., Barter, Z. E., Rowland‐Yeo, K., & Almond, L. M. (2016) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12088 · Cited by 52 · see citing works
Harwood, M. D., Zhang, M., Pathak, S. M., & Neuhoff, S. (2019) · Drug Metabolism and Disposition · doi:10.1124/dmd.119.086959 · Cited by 52 · see citing works
A human-on-a-chip approach to tackling rare diseases
de Mello, C. P. P., Rumsey, J. W., Slaughter, V. L., & Hickman, J. J. (2019) · Drug Discovery Today · doi:10.1016/j.drudis.2019.08.001 · Cited by 48 · see citing works
Quantitative systems pharmacology: a promising approach for translational pharmacology
Gadkar, K. G., Kirouac, D. C., Parrott, N. J., & Ramanujan, S. (2016) · Drug Discovery Today Technologies · doi:10.1016/j.ddtec.2016.11.001 · Cited by 49 · see citing works
Self-citationSadiq, M. W., Nielsen, E. I., Khachman, D., Conil, J., Georges, B., Houin, G., Laffont, C. M., Karlsson, M. O., & Friberg, L. E. (2016) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-016-9486-9 · Cited by 46 · see citing works
Barnett, S., Ogungbenro, K., Ménochet, K., Shen, H., Humphreys, W. G., & Galetin, A. (2018) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.118.253062 · Cited by 46 · see citing works
Arakawa, H., Sugiura, S., Kawanishi, T., Shin, K., Toyoda, H., Satoh, T., Sakai, Y., Kanamori, T., & Kato, Y. (2020) · Lab on a Chip · doi:10.1039/c9lc00884e · Cited by 49 · see citing works
Kimoto, E., Costales, C., West, M. A., Bi, Y., Vourvahis, M., Rodrigues, A. D., & Varma, M. V. S. (2021) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.2434 · Cited by 46 · see citing works
Jing, J., Nelson, C., Paik, J., Shirasaka, Y., Amory, J. K., & Isoherranen, N. (2017) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.117.240523 · Cited by 45 · see citing works
Chen, E. P., Bondi, R. W., & Michalski, P. J. (2021) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.0c02033 · Cited by 44 · see citing works
Opportunities and challenges of physiologically based pharmacokinetic modeling in drug delivery
Wang, W., & Ouyang, D. (2022) · Drug Discovery Today · doi:10.1016/j.drudis.2022.04.015 · Cited by 44 · see citing works
Ellison, C. A., Blackburn, K. L., Carmichael, P. L., M.A., H. J. C. I., Cronin, M., Desprez, B., Escher, S. E., Ferguson, S. S., Grégoire, S., Hewitt, N. J., et al. (2019) · Regulatory Toxicology and Pharmacology · doi:10.1016/j.yrtph.2019.01.016 · Cited by 43 · see citing works
- Authors
- Jones, H., Chen, Y., Gibson, C., Heimbach, T., Parrott, N., Peters, S., Snoeys, J., Upreti, V., Zheng, M., & Hall, S.
- Affiliations
- Pfizer (United States) (US)
- Genentech (US)
- Merck Research Laboratories West Point Pennsylvania USA
- Novartis Institutes for Biomedical Research East Hanover New Jersey USA
- F. Hoffmann-La Roche AG (CH)
- AstraZeneca (Sweden) (SE)
- Janssen (Belgium) (BE)
- Amgen Seattle Washington USA
- Bristol-Myers Squibb (United States) (US)
- Eli Lilly (United States) (US)
- Corresponding author
- Jones, HM
- Venue
- Clinical Pharmacology & Therapeutics
- Publisher
- Wiley
- Published
- 2015-01-09
- Volume
- 97
- Issue
- 3
- Pages
- 247-262
- ISSN
- 0009-9236 (ISSN-L)
- 1532-6535
- OpenAlex
- W2077656434
- Cited by
- 488
- References
- 66
- Citations by year
- 2026: 31 · 2025: 41 · 2024: 35 · 2023: 27 · 2022: 48 · 2021: 50 · 2020: 50 · 2019: 43 · 2018: 46 · 2017: 50 · 2016: 49 · 2015: 16 · 2013: 1
- FWCI
- 8.13
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Clinical Pharmacology & Therapeutics (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pharmaceutical studies and practices
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
- Keywords
- physiologically based pharmacokinetic modeling, drug discovery, drug development, pharmaceutical industry, regulatory guidelines, regulatory agencies, best practices
- MeSH terms
- Drug Industry, Humans, Models, Biological, Pharmacokinetics, Drug Approval, Drug Discovery
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