Translational pharmacokinetic-pharmacodynamic analysis in the pharmaceutical industry: an IQ Consortium PK-PD Discussion Group perspective
Abstract
With inadequate efficacy being the primary cause for the attrition of drug candidates in clinical development, the need to better predict clinical efficacy earlier in the drug development process has increased in importance in the pharmaceutical industry. Here, we review current applications of translational pharmacokinetic-pharmacodynamic (PK-PD) modeling of preclinical data in the pharmaceutical industry, including best practices. Preclinical translational PK-PD modeling has been used in many therapeutic areas and has been impactful to drug development. The role of preclinical translational PK-PD modeling in drug discovery and development will continue to evolve and broaden, given that its broad implementation in the pharmaceutical industry is relatively recent and many opportunities still exist for its further application.
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Preclinical PK-PD-efficacy models have been used in the development of a number of drugs, primarily to inform clinical dose schedules.
“Preclinical PK–PD–efficacy models have been used in the development of a number of drugs, primarily to inform clinical dose schedules (reviewed in ref. 42).”
From Preclinical Modeling of Navtemadlin Pharmacokinetics, Pharmacodynamics, and Efficacy in IDH–Wild-type Glioblastoma (2025) · cites this paper as [42]
Cites
Lessons learned from the fate of AstraZeneca's drug pipeline: a five-dimensional framework
Cook, D., Brown, D., Alexander, R., March, R., Morgan, P., Satterthwaite, G., & Pangalos, M. N. (2014) · Nature Reviews Drug Discovery · doi:10.1038/nrd4309 · Cited by 1,344 · see citing works
Simultaneous modeling of pharmacokinetics and pharmacodynamics: Application to d‐tubocurarine
Sheiner, L. B., Stanski, D. R., Vožeh, S., Miller, R. D., & Ham, J. (1979) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt1979253358 · Cited by 1,133 · see citing works
Comparison of four basic models of indirect pharmacodynamic responses
Dayneka, N., Garg, V., & Jusko, W. J. (1993) · Journal of Pharmacokinetics and Biopharmaceutics · doi:10.1007/bf01061691 · Cited by 821 · see citing works
Ambrose, P. G., Bhavnani, S. M., Rubino, C. M., Louie, A., Gumbo, T., Forrest, A., & Drusano, G. L. (2007) · Clinical Infectious Diseases · doi:10.1086/510079 · Cited by 697 · see citing works
Morgan, P., Van Der Graaf, P. H., Arrowsmith, J., Feltner, D. E., Drummond, K. S., Wegner, C. D., & Street, S. D. A. (2012) · Drug Discovery Today · doi:10.1016/j.drudis.2011.12.020 · Cited by 692 · see citing works
Rational Intravenous Doses of Theophylline
Mitenko, P. A., & OGILVIE, R. I. (1973) · New England Journal of Medicine · doi:10.1056/nejm197309202891202 · Cited by 648 · see citing works
Arrowsmith, J. (2011) · Nature Reviews Drug Discovery · doi:10.1038/nrd3439 · Cited by 622 · see citing works
Basic Concepts in Population Modeling, Simulation, and Model‐Based Drug Development
Mould, D., & Upton, R. N. (2012) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2012.4 · Cited by 552 · see citing works
Simeoni, M., Magni, P., Cammia, C., Nicolao, G. D., Croci, V., Pesenti, E. A., Germani, M., Poggesi, I., & Rocchetti, M. (2004) · Cancer Research · doi:10.1158/0008-5472.can-03-2524 · Cited by 509 · see citing works
Phase III and submission failures: 2007–2010
Arrowsmith, J. E. (2011) · Nature Reviews Drug Discovery · doi:10.1038/nrd3375 · Cited by 480 · see citing works
Lalonde, R. L., Kowalski, K., Hutmacher, M. M., Ewy, W., Nichols, D., Milligan, P. A., Corrigan, B., Lockwood, P. A., Marshall, S. A., Benincosa, L. J., et al. (2007) · Clinical Pharmacology & Therapeutics · doi:10.1038/sj.clpt.6100235 · Cited by 452 · see citing works
Physiologic indirect response models characterize diverse types of pharmacodynamic effects
Jusko, W. J., & Ko, H. C. (1994) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.1994.155 · Cited by 360 · see citing works
Mechanism-based pharmacokinetic-pharmacodynamic (PK-PD) modeling in translational drug research
Danhof, M., DELANGE, E., Pasqua, O. E. D., Ploeger, B. A., & Voskuyl, R. A. (2008) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2008.01.007 · Cited by 287 · see citing works
Danhof, M., DeJongh, J., de Lange, E. C. M., Pasqua, O. E. D., Ploeger, B. A., & Voskuyl, R. A. (2006) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev.pharmtox.47.120505.105154 · Cited by 258 · see citing works
Drusano, G. L., Preston, S. L., Hardalo, C. J., Hare, R. S., Banfield, C. R., Andes, D. R., Vesga, Ó., & Craig, W. A. (2001) · Antimicrobial Agents and Chemotherapy · doi:10.1128/aac.45.1.13-22.2001 · Cited by 243 · see citing works
Tuntland, T., Ethell, B., Kosaka, T., Blasco, F., Zang, R. X., Jain, M., Gould, T., & Hoffmaster, K. (2014) · Frontiers in Pharmacology · doi:10.3389/fphar.2014.00174 · Cited by 239 · see citing works
Characteristics of indirect pharmacodynamic models and applications to clinical drug responses
Sharma, A., & Jusko, W. J. (1998) · British Journal of Clinical Pharmacology · doi:10.1046/j.1365-2125.1998.00676.x · Cited by 197 · see citing works
Jusko, W. J. (1971) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.2600600618 · Cited by 164 · see citing works
Shah, D. K., Haddish‐Berhane, N., & Betts, A. M. (2012) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-012-9276-y · Cited by 160 · see citing works
Fuseau, E., & Sheiner, L. B. (1984) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.1984.104 · Cited by 143 · see citing works
Systems Pharmacology of Adverse Event Mitigation by Drug Combinations
Zhao, S., Nishimura, T., Chen, Y., Azeloglu, E. U., Gottesman, O., Giannarelli, C., Zafar, M. U., Bénard, L., Badimón, J. J., Hajjar, R. J., et al. (2013) · Science Translational Medicine · doi:10.1126/scitranslmed.3006548 · Cited by 135 · see citing works
Wong, H., Choo, E. F., Alicke, B., Ding, X., La, H., McNamara, E., Theil, F.-P., Tibbitts, J., Friedman, L. S., Hop, C. E. C. A., et al. (2012) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-12-0738 · Cited by 133 · see citing works
Self-citationMechanism-based pharmacokinetic–pharmacodynamic modeling of antimicrobial drug effects
Czock, D., & Keller, F. (2007) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-007-9069-x · Cited by 118 · see citing works
Unadkat, J. D., Bartha, F. A., & Sheiner, L. B. (1986) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.1986.143 · Cited by 116 · see citing works
Wong, H., Alicke, B., West, K. A., Pacheco, P., La, H., Januario, T., Yauch, R. L., de Sauvage, F. J., & Gould, S. E. (2011) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-11-0975 · Cited by 113 · see citing works
Self-citationBetts, A. M., Clark, T. H., Yang, J., Treadway, J. L., Li, M., Giovanelli, M. A., Abdiche, Y. N., Stone, D. M., & Paralkar, V. M. (2010) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.109.164129 · Cited by 104 · see citing works
A whole-body mathematical model of cholesterol metabolism and its age-associated dysregulation
Auley, M. T. M., Wilkinson, D. J., Jones, J. J., & Kirkwood, T. B. L. (2012) · BMC Systems Biology · doi:10.1186/1752-0509-6-130 · Cited by 102 · see citing works
Predicting the active doses in humans from animal studies: A novel approach in oncology
Rocchetti, M., Simeoni, M., Pesenti, E. A., Nicolao, G. D., & Poggesi, I. (2007) · European Journal of Cancer · doi:10.1016/j.ejca.2007.05.011 · Cited by 101 · see citing works
Venkatakrishnan, K., Friberg, L. E., Ouellet, D., Mettetal, J. T., Stein, A. M., Trocóniz, I. F., Bruno, R., Mehrotra, N., Gobburu, J. V. S., & Mould, D. (2014) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.7 · Cited by 96 · see citing works
Self-citationHe, K., Luettgen, J. M., Zhang, D., He, B., Grace, J. E., Xin, B., Pinto, D. J. P., Wong, P. C., Knabb, R. M., Lam, P. Y. S., et al. (2011) · European Journal of Drug Metabolism and Pharmacokinetics · doi:10.1007/s13318-011-0037-x · Cited by 96 · see citing works
Disease System Analysis: Basic Disease Progression Models in Degenerative Disease
Post, T. M., Freijer, J. I., DeJongh, J., & Danhof, M. (2005) · Pharmaceutical Research · doi:10.1007/s11095-005-5641-5 · Cited by 96 · see citing works
Yamazaki, S., Skaptason, J., Romero, D., Lee, J. H., Zou, H. Y., Christensen, J. G., Koup, J. R., Smith, B. J., & Koudriakova, T. B. (2008) · Drug Metabolism and Disposition · doi:10.1124/dmd.107.019711 · Cited by 94 · see citing works
Liu, L., Paolo, J. A. D., Barbosa, J., Rong, H., Reif, K., & Wong, H. (2011) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.111.181545 · Cited by 89 · see citing works
Self-citationWong, H., Vernillet, L., Peterson, A., Ware, J. A., Lee, L., Martini, J., Yu, P., Li, C., Rosario, G. D., Choo, E. F., et al. (2012) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-12-0445 · Cited by 80 · see citing works
Self-citationSchaller, S., Willmann, S., Lippert, J., Schaupp, L., Pieber, T., Schuppert, A., & Eissing, T. (2013) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2013.40 · Cited by 79 · see citing works
Yamazaki, S., Vicini, P., Shen, Z., Zou, H. Y., Lee, J. J., Li, Q., Christensen, J. G., Smith, B. J., & Shetty, B. V. (2011) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.111.188870 · Cited by 68 · see citing works
Hendriks, B. S., Reynolds, J. G., Klinz, S., Geretti, E., Lee, H. H., Leonard, S., Gaddy, D. F., Espelin, C. W., Nielsen, U., & Wickham, T. (2012) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2012.16 · Cited by 63 · see citing works
Liu, P., Rand, K. H., Obermann, B., & Derendorf, H. (2005) · International Journal of Antimicrobial Agents · doi:10.1016/j.ijantimicag.2004.09.012 · Cited by 59 · see citing works
Enhancing ketamine translational pharmacology via receptor occupancy normalization
Shaffer, C. L., Osgood, S. M., Smith, D. L., Liu, J., & Trapa, P. E. (2014) · Neuropharmacology · doi:10.1016/j.neuropharm.2014.07.008 · Cited by 55 · see citing works
Self-citationWong, H., Gould, S. E., Budha, N. R., Darbonne, W. C., Kadel, E. E., La, H., Alicke, B., Halladay, J. S., Erickson, R., Portera, C. C., et al. (2013) · Drug Metabolism and Disposition · doi:10.1124/dmd.113.053926 · Cited by 54 · see citing works
Self-citationSchuck, E. L., Bohnert, T., Chakravarty, A., Damian‐Iordache, V., Gibson, C. R., Hsu, C., Heimbach, T., Krishnatry, A. S., Liederer, B. M., Jing, L., et al. (2015) · The AAPS Journal · doi:10.1208/s12248-014-9716-2 · Cited by 52 · see citing works
Self-citationKreilgaard, M., Smith, D. G., Brennum, L. T., & Sánchez, C. (2008) · British Journal of Pharmacology · doi:10.1038/bjp.2008.243 · Cited by 50 · see citing works
Modeling and Validating Chronic Pharmacological Manipulation of Circadian Rhythms
Kim, J. K., Forger, D. B., Marconi, M., Wood, D., Doran, A. C., Wager, T. T., Chang, C., & Walton, K. (2013) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2013.34 · Cited by 49 · see citing works
Minematsu, T., Ohtani, H., Yamada, Y., Sawada, Y., Sato, H., & Iga, T. (2001) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1023/a:1014460404352 · Cited by 48 · see citing works
Scaling the time-course of myelosuppression from rats to patients with a semi-physiological model
Friberg, L. E., Sandström, M., & Karlsson, M. O. (2009) · Investigational New Drugs · doi:10.1007/s10637-009-9308-7 · Cited by 44 · see citing works
Katsube, T., Yamano, Y., & Yano, Y. (2007) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21062 · Cited by 43 · see citing works
Translational pharmacokinetic-pharmacodynamic modeling of QTc effects in dog and human.
Parkinson, J., Visser, S., Jarvis, P., Pollard, C., Valentin, J., Yates, J., & Ewart, L. (2013) · Journal of pharmacological and toxicological methods · doi:10.1016/j.vascn.2013.03.007 · Cited by 42 · see citing works
Chang, C., Byon, W., Lu, Y.-F., Jacobsen, L., Badura, L., Sawant-Basak, A., Miller, E., Liu, J., Grimwood, S., Wang, E., et al. (2011) · AAPS Journal · doi:10.1208/s12248-011-9296-3 · Cited by 41 · see citing works
Pharmacokinetic–Pharmacodynamic Reasoning in Drug Discovery and Early Development
van der Graaf, P. H., & Gabrielsson, J. (2009) · Future Medicinal Chemistry · doi:10.4155/fmc.09.124 · Cited by 39 · see citing works
Voss, J. W., Graff, C. L., Schwartz, A., Hyland, D., Argiriadi, M. A., Camp, H. S., Dowding, L., Friedman, M., Frank, K., George, J., et al. (2014) · Annals of the Rheumatic Diseases · doi:10.1136/annrheumdis-2014-eular.3823 · Cited by 39 · see citing works
Maurer, T. S., Ghosh, A., Haddish‐Berhane, N., Sawant‐Basak, A., Boustany, C., She, L., Leininger, M. T., Zhu, T., Tugnait, M., Yang, X., et al. (2011) · The AAPS Journal · doi:10.1208/s12248-011-9297-2 · Cited by 37 · see citing works
Salphati, L., Pang, J., Plise, E. G., Lee, L. B., Olivero, A. G., Prior, W. W., Sampath, D., Wong, S., & Zhang, X. (2012) · Drug Metabolism and Disposition · doi:10.1124/dmd.112.046052 · Cited by 37 · see citing works
Ericsson, H., Tholander, B., Björkman, J., Nordlander, M., & Regårdh, C. G. (1999) · Drug Metabolism and Disposition · doi:10.1016/s0090-9556(24)15249-x · Cited by 36 · see citing works
Snelder, N., Ploeger, B. A., Luttringer, O., Rigel, D. F., Fu, F., Beil, M. E., Stanski, D. R., & Danhof, M. (2014) · British Journal of Pharmacology · doi:10.1111/bph.12824 · Cited by 34 · see citing works
Adiwijaya, B. S., Kieffer, T. L., Henshaw, J., Eisenhauer, K. M., Kimko, H. H. C., Alam, J. J., Kauffman, R. S., & Garg, V. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002339 · Cited by 33 · see citing works
Caruso, A., Frances, N., Meille, C., Greiter‐Wilke, A., Hillebrecht, A., & Lavé, T. (2014) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/j.vascn.2014.05.004 · Cited by 32 · see citing works
Rocchetti, M., Germani, M., Bene, F. D., Poggesi, I., Magni, P., Pesenti, E. A., & Nicolao, G. D. (2013) · Cancer Chemotherapy and Pharmacology · doi:10.1007/s00280-013-2107-z · Cited by 32 · see citing works
Identifying the translational gap in the evaluation of drug‐induced QTc interval prolongation
Chain, A. S. Y., Dubois, V. F. S., Danhof, M., Sturkenboom, M., Pasqua, O. E. D., & Cardiovascular Safety Project Team, T. P. P. P. (2013) · British Journal of Clinical Pharmacology · doi:10.1111/bcp.12082 · Cited by 31 · see citing works
Yu, J., Karcher, H., Feire, A. L., & Lowe, P. J. (2011) · The AAPS Journal · doi:10.1208/s12248-011-9256-y · Cited by 29 · see citing works
Veng‐Pedersen, P., Mandema, J. W., & Danhof, M. (1991) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.2600800518 · Cited by 29 · see citing works
Modeling and Simulation Approaches for Cardiovascular Function and Their Role in Safety Assessment
Collins, T., Bergenholm, L., Abdulla, T., Yates, J. W. T., Evans, N. D., Chappell, M., & Mettetal, J. T. (2015) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.18 · Cited by 28 · see citing works
Self-citationClockwise hysteresis or proteresis
Girard, P., & Boissel, J. (1989) · Journal of Pharmacokinetics and Biopharmaceutics · doi:10.1007/bf01061905 · Cited by 28 · see citing works
Snelder, N., Ploeger, B. A., Luttringer, O., Rigel, D. F., Webb, R. L., Feldman, D., Fu, F., Beil, M. E., Jin, L., Stanski, D. R., et al. (2013) · British Journal of Pharmacology · doi:10.1111/bph.12190 · Cited by 27 · see citing works
Katsube, T., Yano, Y., Yamano, Y., Munekage, T., Kuroda, N., & Takano, M. (2008) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21265 · Cited by 27 · see citing works
Bueters, T., Gibson, C. R., & Visser, S. A. G. (2015) · Future Medicinal Chemistry · doi:10.4155/fmc.15.143 · Cited by 27 · see citing works
Self-citationBenson, N., Metelkin, E., Demin, O. O., Li, G., Nichols, D., & van der Graaf, P. (2014) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2013.72 · Cited by 26 · see citing works
Mishra, H., Polak, S., Jamei, M., & Rostami‐Hodjegan, A. (2014) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2014.26 · Cited by 24 · see citing works
Spiros, Ä., Roberts, P., & Geerts, H. (2012) · Drug Development Research · doi:10.1002/ddr.21008 · Cited by 22 · see citing works
Agonistic TAM-163 antibody targeting tyrosine kinase receptor-B
Vugmeyster, Y., Rohde, C. M., Perreault, M., Gimeno, R. E., & Singh, P. (2013) · mAbs · doi:10.4161/mabs.23826 · Cited by 22 · see citing works
Soto, E., Staab, A., Freiwald, M., Munzert, G. M., Fritsch, H., Döge, C., & Trocóniz, I. F. (2010) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2010.148 · Cited by 19 · see citing works
A modeling approach for compounds affecting body composition
Gennemark, P., Jansson‐Löfmark, R., Hyberg, G., Wigstrand, M., Kakol‐Palm, D., Håkansson, P., Hovdal, D., Brodin, P., Fredin, M. F., Antonsson, M., et al. (2013) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-013-9337-x · Cited by 18 · see citing works
Wong, H., Budha, N. R., West, K. A., Blackwood, E. R., Ware, J. A., Yu, R., Darbonne, W. C., Gould, S. E., Steigerwalt, R. W., Erickson, R., et al. (2012) · Toxicological Sciences · doi:10.1093/toxsci/kfs235 · Cited by 18 · see citing works
Self-citationWang, Q., Zhang, Y., Hall, J. P., Lin, L., Raut, U., Mollova, N. N., Green, N., Cuozzo, J. W., Chesley, S., Xu, X., et al. (2007) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/j.vascn.2007.02.001 · Cited by 18 · see citing works
Plasma timolol levels and systolic time intervals
Singh, B. N., Williams, F. M., Whitlock, R. M. L., Collett, J., & Chew, C. (1980) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.1980.145 · Cited by 18 · see citing works
Langdon, G., Davis, J. D., McFadyen, L., Dewhurst, M., Brunton, N. S., Rawal, J. K., van der Graaf, P. H., & Benson, N. (2009) · British Journal of Clinical Pharmacology · doi:10.1111/j.1365-2125.2009.03594.x · Cited by 16 · see citing works
Fetterly, G. J., Aras, U., Lal, D., Murphy, M., Meholick, P. D., & Wang, E. S. (2013) · The AAPS Journal · doi:10.1208/s12248-013-9480-8 · Cited by 13 · see citing works
Lu, Y. (2012) · Frontiers in Pharmacology · doi:10.3389/fphar.2012.00177 · Cited by 8 · see citing works
Zager, M. G., Kozminski, K. D., Pascual, B., Ogilvie, K. M., & Sun, S. (2014) · Journal of Pharmacokinetics and Pharmacodynamics · doi:10.1007/s10928-014-9351-7 · Cited by 6 · see citing works
Wong, H., & Gould, S. E. (2016) · Drug Discovery Today Technologies · doi:10.1016/j.ddtec.2016.08.003 · Cited by 5 · see citing works
Self-citationLeRoy, S., & Berner, B. (1991) · Pharmaceutical Research · doi:10.1023/a:1015803529013 · Cited by 4 · see citing works
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Bradshaw‐Pierce, E. L., Spilker, M. E., Zang, R., Bansal, L., He, H., Jones, R. D. O., Le, K. N., Penney, M., Schuck, E. L., Topp, B. G., et al. (2019) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12463 · Cited by 93 · see citing works
Self-citationChen, 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
Zang, R., Barth, A., Wong, H., Mařı́k, J., Shen, J., Lade, J. M., Grove, K. J., Durk, M. R., Parrott, N. J., Rudewicz, P. J., et al. (2022) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.2c00502 · Cited by 37 · see citing works
Self-citationChan, P., Ding, H. T., Liederer, B. M., Mao, J., Belloni, P., Chen, L., Gao, S. S., Joseph, V. T., Yang, X., Lin, J. S., et al. (2021) · Clinical and Translational Science · doi:10.1111/cts.13049 · Cited by 23 · see citing works
Self-citationTranslating pharmacology models effectively to predict therapeutic benefit
Dudal, S., Bissantz, C., Caruso, A., David‐Pierson, P., Driessen, W. H. P., Koller, E., Krippendorff, B., Lechmann, M., Olivares‐Morales, A., Paehler, A., et al. (2022) · Drug Discovery Today · doi:10.1016/j.drudis.2022.03.009 · Cited by 16 · see citing works
Wong, H., Liu, L., Ouyang, W., Deng, Y., Wright, M. R., & Hop, C. E. C. A. (2019) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.118.255562 · Cited by 16 · see citing works
Self-citationGibbs, J. P., Yuraszeck, T. M., Biesdorf, C., Xu, Y., & Kasichayanula, S. (2020) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.1706 · Cited by 15 · see citing works
Du, Z., Lu, Y., Sun, J., Chang, K., Lu, M., Fang, M., Zeng, X., Zhang, W., Song, J., Guo, X., et al. (2021) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2021.111665 · Cited by 15 · see citing works
Preclinical Animal Models to Investigate the Role of Nav1.7 Ion Channels in Pain
Yogi, Á., Banderali, U., Moreno, M., & Martina, M. (2025) · Life · doi:10.3390/life15040640 · Cited by 12 · see citing works
Predictive Platforms of Bond Cleavage and Drug Release Kinetics for Macromolecule–Drug Conjugates
Ghosal, S., Walker, J. E., & Alabi, C. A. (2021) · Annual Review of Chemical and Biomolecular Engineering · doi:10.1146/annurev-chembioeng-091720-030636 · Cited by 11 · see citing works
Sang, L., Yuan, Y. H., Zhou, Y. F., Zhou, Z., Jiang, M., Liu, X., Hao, K., & He, H. (2021) · CPT Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12719 · Cited by 11 · see citing works
Translational PK/PD: a retrospective analysis of performance and impact from a drug portfolio
Jansson‐Löfmark, R., Fridén, M., Badolo, L., Ahlström, C., Gurrell, I. K., Pangalos, M. N., & Jones, R. D. O. (2025) · Drug Discovery Today · doi:10.1016/j.drudis.2025.104417 · Cited by 10 · see citing works
Ballard, J. E., Pall, P. S., Vardigan, J. D., Zhao, F., Holahan, M. A., Kraus, R. L., Li, Y., Henze, D. A., Houghton, A. K., Burgey, C. S., et al. (2020) · Pharmaceutical Research · doi:10.1007/s11095-020-02914-9 · Cited by 8 · see citing works
Self-citationBallard, J. E., Pall, P. S., Vardigan, J. D., Zhao, F., Holahan, M. A., Zhou, X., Jochnowitz, N., Kraus, R. L., Klein, R. M., Henze, D. A., et al. (2021) · Frontiers in Pharmacology · doi:10.3389/fphar.2021.786078 · Cited by 8 · see citing works
Self-citationYoneyama, T., Sato, S., Sykes, A. P., Fradley, R. L., Stafford, S., Bechar, S., Howley, E., Patel, T. R., Tagawa, Y., Moriwaki, T., et al. (2020) · Pharmaceutical Research · doi:10.1007/s11095-020-02893-x · Cited by 8 · see citing works
Bateman, T. J. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-819869-8.00019-7 · Cited by 6 · see citing works
Ganti, A., Yu, S., Sharpnack, D., Ingalla, E., & Bruyn, T. D. (2023) · Biopharmaceutics & Drug Disposition · doi:10.1002/bdd.2358 · Cited by 6 · see citing works
Translational PBPK/PD modeling in drug discovery: A CRO perspective
Esposito, S., & Cebrián, D. Á. (2025) · Drug Discovery Today · doi:10.1016/j.drudis.2025.104427 · Cited by 5 · see citing works
Zebrafish as a multimodal platforms for anti-inflammatory phytomedicine discovery and translation
Tan, X., Liu, H., Liang, F., & Chen, G. (2026) · Frontiers in Pharmacology · doi:10.3389/fphar.2026.1775366 · Cited by 4 · see citing works
Xu, Y. C., Miao, X., Ravenstijn, P. G. M., Hijzen, A., Schmidt, M. E., Nandy, P., & Zhou, H. (2019) · Clinical and Translational Science · doi:10.1111/cts.12711 · Cited by 4 · see citing works
Vaubel, R. A., Zhang, W., Oh, J.-H., Mladek, A. C., Pasa, T. I., Gantchev, J. K., Waller, K. L., Baquer, G., Stopka, S. A., Regan, M. S., et al. (2025) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-25-0244 · Cited by 2 · see citing works
Meng, F., & Tao, X. (2020) · Journal of Medical Care Research and Review · doi:10.15520/mcrr.v3i9.113 · Cited by 1 · see citing works
Pharmacokinetic Models of Tafenoquine: Insights for Optimal Malaria Treatment Strategies
Santos, L. O., Alves, I. A., & Azeredo, F. J. (2024) · Pharmaceutics · doi:10.3390/pharmaceutics16091124 · Cited by 2 · see citing works
Iida, H., Fujikawa, R., Kozaki, R., Harada, R., Hosokawa, Y., Ogawara, K., & Ohno, T. (2020) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.119.264499 · Cited by 2 · see citing works
Traserra, S., Appelqvist, T., Lange, R., Corsetti, M., & Jiménez, M. (2025) · British Journal of Pharmacology · doi:10.1111/bph.17474 · Cited by 1 · see citing works
Wong, H. (2023) · Elsevier eBooks · doi:10.1016/b978-0-12-817134-9.00015-5
Self-citationPharmacodynamics‐informed Drug Discovery
Chen, E. P. (2025) · Wiley eBooks · doi:10.1002/9781119650263.ch13
- Authors
- Wong, H., Bohnert, T., Damian-Iordache, V., Gibson, C., Hsu, C.-P., Krishnatry, A. S., Liederer, B. M., Lin, J., Lu, Q., Mettetal, J. T., Mudra, D. R., Nijsen, M. J. M. A., Schroeder, P., Schuck, E., Suryawanshi, S., Trapa, P., Tsai, A., Wang, H., & Wu, F.
- Affiliations
- Genentech (US)
- Biogen (United States) (US)
- Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
- Amgen (United States) (US)
- GlaxoSmithKline (United States) (US)
- AstraZeneca (United States) (US)
- Eli Lilly (United States) (US)
- AbbVie (United States) (US)
- Eisai (United States) (US)
- Bristol-Myers Squibb (United States) (US)
- Pfizer (United States) (US)
- Vertex Pharmaceuticals (United States) (US)
- Corresponding author
- Wong, Harvey
- ORCID
- Venue
- Drug Discovery Today
- Publisher
- Elsevier BV
- Published
- 2017-10
- Volume
- 22
- Issue
- 10
- Pages
- 1447-1459
- ISSN
- 1359-6446 (ISSN-L)
- OpenAlex
- W2611876444
- Cited by
- 27
- References
- 80
- Citations by year
- 2026: 1 · 2025: 6 · 2024: 1 · 2023: 2 · 2022: 2 · 2021: 7 · 2020: 5 · 2019: 3
- FWCI
- 0.40
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Drug Discovery Today (publishedVersion)
- PubMed (publishedVersion)
- The Novartis Repository (Novartis) (submittedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pharmaceutical studies and practices
- Health Sciences › Veterinary › Small Animals › Animal testing and alternatives
- Keywords
- drug development, clinical efficacy prediction, drug attrition, drug discovery, preclinical evidence, best practices
- MeSH terms
- Animals, Drug Industry, Drug Evaluation, Preclinical, Humans, Models, Biological, Drug Discovery
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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