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Implementation of pharmacokinetic and pharmacodynamic strategies in early research phases of drug discovery and development at Novartis Institute of Biomedical Research
Open accessAbstract
Characterizing the relationship between the pharmacokinetics (PK, concentration vs. time) and pharmacodynamics (PD, effect vs. time) is an important tool in the discovery and development of new drugs in the pharmaceutical industry. The purpose of this publication is to serve as a guide for drug discovery scientists toward optimal design and conduct of PK/PD studies in the research phase. This review is a result of the collaborative efforts of DMPK scientists from various Metabolism and Pharmacokinetic (MAP) departments of the global organization Novartis Institute of Biomedical Research (NIBR). We recommend that PK/PD strategies be implemented in early research phases of drug discovery projects to enable successful transition to drug development. Effective PK/PD study design, analysis, and interpretation can help scientists elucidate the relationship between PK and PD, understand the mechanism of drug action, and identify PK properties for further improvement and optimal compound design. Additionally, PK/PD modeling can help increase the translation of in vitro compound potency to the in vivo setting, reduce the number of in vivo animal studies, and improve translation of findings from preclinical species into the clinical setting. This review focuses on three important elements of successful PK/PD studies, namely partnership among key scientists involved in the study execution; parameters that influence study designs; and data analysis and interpretation. Specific examples and case studies are highlighted to help demonstrate key points for consideration. The intent is to provide a broad PK/PD foundation for colleagues in the pharmaceutical industry and serve as a tool to promote appropriate discussions on early research project teams with key scientists involved in PK/PD studies.
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“At the investigational new drug (IND) enabling stage, integrated PK/PD knowledge along with safety studies serve a critical role in translating preclinical findings to first‐in‐human dose and regimen selection in the clinic.52, 53”
From Tutorial on monoclonal antibody pharmacokinetics and its considerations in early development (2018) · cites this paper as [52]
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Mohanty, J., Manikanta, P., Mounesh, Nikam, R. R., Hareesha, N., Sandeep, S., & Nagaraja, B. M. (2024) · ChemistrySelect · doi:10.1002/slct.202403627 · Cited by 2
Mathematical modeling of vancomycin release from Poly-L-Lactic Acid-Coated implants
Thamvasupong, P., & Viravaidya‐Pasuwat, K. (2024) · PLoS ONE · doi:10.1371/journal.pone.0311521 · Cited by 2
“Before a delivery system can be translated into clinical practice, extensive safety data from animal studies are needed [8]; however, this approach can be costly and time-consuming, leading to delays in the development of innovative delivery systems [9].”
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Silva, G. R., Miranda, L. T. G., da Silva, S. A. D. C. A., de Andrade, L. R., de Souza, N. C., Sá, B. S., de Santana, E. R., Vasconcelos, A. G., Moreira, D. C., Pic‐Taylor, A., et al. (2024) · Drugs and Drug Candidates · doi:10.3390/ddc3020021 · Cited by 2
“Moreover, the study did not delve into the pharmacokinetics and pharmacodynamics of piplartine, factors essential for understanding its systemic behavior, optimizing dosing, and foreseeing drug–drug interactions [36,37].”
BackgroundOpportunities and Challenges in the Development of Antiparasitic Drugs
Bello‐Akinosho, M., Afolabi, K. O., Chandra, H., Mayashinta, D. K., Setia, Y. D., Mishra, A. P., & Pohl‐Albertyn, C. (2023) · doi:10.1002/9781119878063.ch11 · Cited by 2
Li, J., Hu, P., Zhou, L., Nagahama, F., & Chen, R. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1154026 · Cited by 1
“The population pharmacokinetics (Pop PK) approach allows for combining blood concentration data from different clinical groups (Rajman, 2008; Tuntland et al, 2014).”
MethodGianechini, L. S., Zhang, X., Li, K., Witola, W. H., & Kaplan, R. M. (2025) · Parasitology International · doi:10.1016/j.parint.2025.103054 · Cited by 1
Zaidi, N., Akhter, N., Ashraf, M. U., Ahmad, O., Hassan, M. N., Khursheed, M., & Khan, R. H. (2025) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2025.110392 · Cited by 1
Comparative pharmacokinetic and bioequivalence of nine oral ivermectin formulations in dogs
Kim, S., Sayem, S. A. J., Chae, H., Park, S.-W., Gui, L., Park, S., & Kang, J. (2025) · Journal of Veterinary Science · doi:10.4142/jvs.25170 · Cited by 1
“This variability aligns with that of previous reports on generic IVM formulations [30] and highlights the importance of considering formulation type and its effect on systemic exposure [31].”
Bafail, D. A. (2026) · Diseases · doi:10.3390/diseases14020062 · Cited by 1
“It connects a drug’s concentration at its specific site of action within the cell to its ultimate pharmacological effect [5,6].”
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Advances in light-addressable potentiometric sensors for biomarkers and biosensing applications
Noureen, B., Ma, Y., Wang, M., Khalid, Z., Chen, W., Qu, Z., Du, L., & Wu, C. (2026) · Chinese Medical Journal BioMed · doi:10.65457/cmjbm-2026-0003 · Cited by 1
Narayanan, M. (2026) · Oriental Pharmacy and Experimental Medicine · doi:10.1007/s13596-026-00919-0 · Cited by 1
Computational methods (in silico) and stem cells as alternatives to animals in research
Tyagi, N., Kumar, S., Gangenahalli, G. U., & Verma, Y. K. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-821748-1.00003-8 · Cited by 1
Savari, M.-N., & Jabali, A. (2023) · Nanomedicine and nanotoxicology · doi:10.1007/978-981-99-6507-6_7 · Cited by 1
Dogra, N., Mishra, S., Mani, R. J., Aeri, V., & Katare, D. P. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-821972-0.00007-1 · Cited by 1
Wang, S., Wang, C., Wang, X., Wang, X., Huang, L., Kuai, J., Wei, W., Lu, X., & Yan, S. (2021) · Cancer Chemotherapy and Pharmacology · doi:10.1007/s00280-021-04332-z · Cited by 1
Toussaint, B., Hillaireau, H., Jaccoulet, E., Cailleau, C., Legrand, P., Ambroise, Y., & Fattal, E. (2021) · Journal of Chromatography B · doi:10.1016/j.jchromb.2021.122943 · Cited by 1
Cong, D., Song, J., Liu, Y., Tan, Y., Xue, W., Liu, X., Qi, W., Lu, J., Yuan, X., Zhou, Y., et al. (2022) · Neurology and Therapy · doi:10.1007/s40120-021-00314-8 · Cited by 1
“Evaluation of PD and PK parameters helps to integrate quantitative information about the pharmacologic properties of a compound with its PK [30].”
BackgroundLi, Q., Qiao, J., Jin, H., Chen, B., He, Z., Wang, G., Ni, X., Wang, M. M., Xia, M., Li, B., et al. (2022) · Frontiers in Pharmacology · doi:10.3389/fphar.2022.966176 · Cited by 1
“Population PK-pharmacodynamic (PD) modeling, which links the concentration time course (including variation across dosing intervals) to the time course of the pharmacodynamic response, provides quantitative information to predict the drug exposure–response relationship (Tuntland et al., 2014; Overgaard et al., 2015).”
BackgroundSafety pharmacology during the COVID pandemic
Pugsley, M. K., Koshman, Y. E., de Korte, T., Authier, S., & Curtis, M. J. (2021) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/j.vascn.2021.107089 · Cited by 1
D, K. H. M., Yoshimura, S., Kageyama, M., & Iijima, T. (2023) · ChemRxiv · doi:10.26434/chemrxiv-2023-qsrxp · Cited by 1
Prédiction des constantes cinétiques de complexes protéine-ligand
Ziada, S. (2019) · doi:10.70675/1d581f29z4cb3z4657z941ezb57faa759067 · Cited by 1
Pinto, É. G. (2016) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.99.2016.tde-19042016-150040
Estimation of Kinetic Parameters From List-Mode Data Using an Indirect Approach
Ortiz, J. C. (2016) · UA Campus Repository (The University of Arizona)
Metadata
- Authors
- Tuntland, T., Ethell, B., Kosaka, T., Blasco, F., Zang, R. X., Jain, M., Gould, T., & Hoffmaster, K.
- Affiliations
- Genomics Institute of the Novartis Research Foundation (US)
- Novartis (Singapore) (SG)
- Corresponding author
- Tuntland, Tove
- Venue
- Frontiers in Pharmacology
- Publisher
- Frontiers Media SA
- Published
- 2014-07-28
- Volume
- 5
- Pages
- 174-174
- ISSN
- 1663-9812 (ISSN-L)
- PMC
- PMC4112793
- OpenAlex
- W2070719925
- Cited by
- 239
- References
- 70
- Citations by year
- 2026: 23 · 2025: 25 · 2024: 26 · 2023: 25 · 2022: 24 · 2021: 25 · 2020: 28 · 2019: 16 · 2018: 11 · 2017: 17 · 2016: 10 · 2015: 8
- FWCI
- 1.48
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Pharmacology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pharmaceutical studies and practices
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
- Keywords
- pharmacokinetics, pharmacodynamics, pharmacokinetic-pharmacodynamic modeling, drug discovery, research design, data analysis and interpretation, mechanism of drug action, in vitro to in vivo translation, preclinical to clinical translation, compound design, inter-agency cooperation
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