In vitro Tests for Predicting Drug‐Drug Interactions: The Need for Validated Procedures
Abstract
Over the past decade, the prediction of drug-drug interactions from in vitro studies has become a rapidly expanding field of research. Numerous papers and excellent review articles (Bertz & Granneman 1997; Ito et al. 1998a & b; Lin 2000; Bachmann & Ghosh 2001; Ekins & Wrighton 2001; Weaver 2001) have been published in this area. Yet like any new and fast-growing subject, this one has been developing with some confusion and without any real, efficient organisation. Depending on the drug tested, the models and extrapolation parameters used, etc., results and conclusions may vary widely from study to study (von Moltke et al. 1998; Weaver 2001). Several authors have called for validation of these procedures (Rodrigues et al. 2001; Kummar & Surapaneni 2001; Pelkonen et al. 2001a & b; Kremers 2002), and regulatory authorities intend to require better traceability and reliability (FDA & EMEA guidelines). A systematic and reliable approach is needed also to allow such protocols to be incorporated into early screening for potential drugs and new chemical entities. There is certainly a great need to standardise these studies and to verify their conclusions, but is true validation possible in this field? The main purpose of the present paper is to discuss this issue and to examine what is possible and what is needed to improve the quality of predictions made from in vitro experiments.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Concomitant administration of phenelzine and ginseng resulted in headache, tremulousness, and manic episodes.
“The concomitant administration of the two resulted in headache, tremulousness, and manic episodes [98]”
From Phytotherapy: A promising approach for the treatment of Alzheimer's disease (2022) · cites this paper as [98]
Induction or inhibition of drugs' pharmacological actions by herbs is facilitated by hepatic enzymes such as cytochrome P450 and/or the drug transporter P-glycoprotein.
“The induction or inhibition of drugs' pharmacological actions by herbs is facilitated by hepatic enzymes such as cytochrome P450 (CYP) and/or the drug transporter, P-glycoprotein (P-gp).”
From Phytotherapy: A promising approach for the treatment of Alzheimer's disease (2022) · cites this paper as [98]
P-gp and CYP3A are significantly present in the villus tip of enterocytes, the major site of orally taken medications.
“P-gp and CYP3A are significantly present in the villus tip of enterocytes, which is the major site of medications taken through the oral route.”
From Phytotherapy: A promising approach for the treatment of Alzheimer's disease (2022) · cites this paper as [98]
Cites
Incidence of Adverse Drug Reactions in Hospitalized Patients: A Meta-analysis of Prospective Studies
Lazarou, J., Pomeranz, B. H., & Corey, P. N. (1998) · JAMA · doi:10.1001/jama.279.15.1200 · Cited by 4,807 · see citing works
Yamaoka, K., Nakagawa, T., & Uno, T. (1978) · Journal of Pharmacokinetics and Biopharmaceutics · doi:10.1007/bf01117450 · Cited by 2,058 · see citing works
Bioanalytical Method Validation—A Revisit with a Decade of Progress
Shah, V. P., Midha, K. K., Findlay, J. W. A., Hill, H. M., Hulse, J. D., McGilveray, I. J., McKay, G., Miller, K. J., Patnaik, R. N., Powell, M. L., et al. (2000) · Pharmaceutical Research · doi:10.1023/a:1007669411738 · Cited by 1,574 · see citing works
The Prediction of Human Pharmacokinetic Parameters from Preclinical and in Vitro Metabolism Data
Obach, R. S., Baxter, J. G., Liston, T. E., Silber, B. M., Jones, B. C., Macintyre, F., Rance, D. J., & Wastall, P. (1997) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1016/s0022-3565(24)36999-x · Cited by 987 · see citing works
Dresser, G. K., Spence, J. D., & Bailey, D. G. (2000) · Clinical Pharmacokinetics · doi:10.2165/00003088-200038010-00003 · Cited by 908 · see citing works
Inhibition and Induction of Cytochrome P450 and the Clinical Implications
Lin, J. H., & Lu, A. Y. H. (1998) · Clinical Pharmacokinetics · doi:10.2165/00003088-199835050-00003 · Cited by 827 · see citing works
The prediction of human pharmacokinetic parameters from preclinical and in vitro metabolism data
Sun, K. (2005) · Chinese New Drugs Journal · Cited by 764 · see citing works
Bertz, R., & Granneman, G. R. (1997) · Clinical Pharmacokinetics · doi:10.2165/00003088-199732030-00004 · Cited by 755 · see citing works
Ito, K., Iwatsubo, T., Kanamitsu, S.-I., Ueda, K., Suzuki, H., & Sugiyama, Y. (1998) · Pharmacological Reviews · doi:10.1016/s0031-6997(24)01372-3 · Cited by 511 · see citing works
(2001) · PubMed · Cited by 316 · see citing works
Human Drug Metabolism and the Cytochromes P450: Application and Relevance of In Vitro Models
Venkatakrishnan, K., Moltke, L. L., & Greenblatt, D. J. (2001) · The Journal of Clinical Pharmacology · doi:10.1177/00912700122012724 · Cited by 309 · see citing works
High-Throughput Screening in Drug Metabolism and Pharmacokinetic Support of Drug Discovery
White, R. E. (2000) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev.pharmtox.40.1.133 · Cited by 305 · see citing works
Tucker, G. T., Houston, J. B., & Huang, S. M. (2001) · British Journal of Clinical Pharmacology · doi:10.1046/j.0306-5251.2001.temp.1441.x · Cited by 284 · see citing works
Ito, K., Iwatsubo, T., Kanamitsu, S.-I., Nakajima, Y., & Sugiyama, Y. (1998) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev.pharmtox.38.1.461 · Cited by 282 · see citing works
Progress in the reduction, refinement and replacement of animal experimentation
Balls, M., van Zeller, A.-M., & Halder, M. (2000) · Elsevier eBooks · Cited by 280 · see citing works
Smoking in Patients Receiving Psychotropic Medications: A Pharmacokinetic Perspective
Desai, H. D., Seabolt, J., & Jann, M. W. (2001) · CNS Drugs · doi:10.2165/00023210-200115060-00005 · Cited by 253 · see citing works
Experimental and Computational Screening Models for the Prediction of Intestinal Drug Absorption
Stenberg, P., Norinder, U., Luthman, K., & Artursson, P. (2001) · Journal of Medicinal Chemistry · doi:10.1021/jm001101a · Cited by 253 · see citing works
Pharmacokinetic Optimization in Drug Research
Testa, B., van de Waterbeemd, H., Folkers, G., & Guy RH ed. (2001) · Wiley eBooks · doi:10.1002/9783906390437 · Cited by 214 · see citing works
Role of drug metabolism in drug discovery and development
Kumar, G. N., & Surapaneni, S. (2001) · Medicinal Research Reviews · doi:10.1002/med.1016 · Cited by 201 · see citing works
In Vitro Approaches to Predicting Drug Interactions In Vivo
Moltke, L. L., Greenblatt, D. J., Schmider, J., Wright, C. E., Harmatz, J. S., & Shader, R. I. (1998) · Biochemical Pharmacology · doi:10.1016/s0006-2952(97)00239-6 · Cited by 196 · see citing works
Drug Glucuronidation in Clinical Psychopharmacology
Liston, H. L., Markowitz, J. S., & DeVane, C. L. (2001) · Journal of Clinical Psychopharmacology · doi:10.1097/00004714-200110000-00008 · Cited by 177 · see citing works
(1998) · PubMed · Cited by 176 · see citing works
Genetic susceptibility to adverse effects of drugs and environmental toxicants
Ingelman‐Sundberg, M. (2001) · Mutation research. Fundamental and molecular mechanisms of mutagenesis · doi:10.1016/s0027-5107(01)00205-6 · Cited by 170 · see citing works
Practical Aspects of the Validation of Toxicity Test Procedures
Balls, M., Blaauboer, B. J., helen, F. J., Bruner, L. H., Combes, R. D., Ekwall, B., Fielder, R. J., Guillouzo, A., Lewis, R. W., Lovell, D. P., et al. (1995) · Alternatives to Laboratory Animals · doi:10.1177/026119299502300116 · Cited by 169 · see citing works
Heterotropic Cooperativity of Cytochrome P450 3A4 and Potential Drug-Drug Interactions
Tang, W., & Stearns, R. A. (2001) · Current Drug Metabolism · doi:10.2174/1389200013338658 · Cited by 162 · see citing works
In silico prediction of ADME and pharmacokinetics
Boobis, A. R., Gundert‐Remy, U., Kremers, P. G., Macheras, P. E., & Pelkonen, O. (2002) · European Journal of Pharmaceutical Sciences · doi:10.1016/s0928-0987(02)00185-9 · Cited by 154 · see citing works
Self-citationKanamitsu, S.-I., Ito, K., & Sugiyama, Y. (2000) · Pharmaceutical Research · doi:10.1023/a:1007509324428 · Cited by 130 · see citing works
Enzyme Kinetics of Cytochrome P450-Mediated Reactions
Shou, M., Lin, Y. J., Lü, P., Tang, C., Mei, Q., Cui, D., Tang, W., Ngui, J. S., Lin, C., Singh, R., et al. (2005) · Current Drug Metabolism · doi:10.2174/1389200013338784 · Cited by 121 · see citing works
Development of predictive pharmacokinetic simulation models for drug discovery
Norris, D. A., Leesman, G. D., Sinko, P. J., & Grass, G. M. (2000) · Journal of Controlled Release · doi:10.1016/s0168-3659(99)00232-1 · Cited by 110 · see citing works
Ekins, S., Bravi, G., Binkley, S. N., Gillespie, J. S., Ring, B. J., Wikel, J. H., & Wrighton, S. A. (2000) · Drug Metabolism and Disposition · doi:10.1016/s0090-9556(24)15175-6 · Cited by 100 · see citing works
Clinical-Pharmacological Strategies to Assess Drug Interaction Potential During Drug Development
Kuhlmann, J., & ck, W. M. (2001) · Drug Safety · doi:10.2165/00002018-200124100-00001 · Cited by 94 · see citing works
Ogg, M. S. (1999) · Xenobiotica · doi:10.1080/004982599238669 · Cited by 74 · see citing works
Davit, B. M., Reynolds, K. S., Yuan, R., Ajayi, F. O., Conner, D. P., Fadiran, E. O., Gillespie, B., Sahajwalla, C., Huang, S. M., & Lesko, L. J. (1999) · The Journal of Clinical Pharmacology · doi:10.1177/00912709922008515 · Cited by 73 · see citing works
Application of in silico approaches to predicting drug–drug interactions
Ekins, S., & Wrighton, S. A. (2001) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/s1056-8719(01)00119-8 · Cited by 73 · see citing works
The Use of In Vitro Methods to Predict In Vivo Pharmacokinetics and Drug Interactions
Bachmann, K. A., & Ghosh, R. (2001) · Current Drug Metabolism · doi:10.2174/1389200013338504 · Cited by 64 · see citing works
Sense and Nonsense in the Prediction of Drug-Drug Interactions
Lin, J. H. (2000) · Current Drug Metabolism · doi:10.2174/1389200003338947 · Cited by 62 · see citing works
The Practical Applicability of Hepatocyte Cultures in Routine Testing
Blaauboer, B. J., Boobis, A. R., Castell, J. V., Coecke, S., Groothuis, G. M. M., Guillouzo, A., Hall, T. J., HAWKSWORTH, G. M., Lorenzon, G., Miltenburger, H. G., et al. (1994) · Alternatives to Laboratory Animals · doi:10.1177/026119299402200404 · Cited by 62 · see citing works
Pelkonen, O., Myllynen, P. K., Taavitsainen, P., Boobis, A. R., Watts, P. S., Lake, B. G., Price, R. J., Renwick, A. B., Gómez‐Lechón, M. J., Castell, J. V., et al. (2001) · Xenobiotica · doi:10.1080/00498250110055479 · Cited by 61 · see citing works
Assessment of drug-drug interactions: concepts and approaches
Weaver, R. J. (2001) · Xenobiotica · doi:10.1080/00498250110060950 · Cited by 59 · see citing works
Interindividual Variability in Human Drug Metabolism
Pacifici, G. M., & Pelkonen, O. (2001) · CRC Press eBooks · doi:10.1201/9781482289220 · Cited by 56 · see citing works
The effect of rofecoxib on the pharmacodynamics and pharmacokinetics of warfarin
Schwartz, J. (2000) · Clinical Pharmacology & Therapeutics · doi:10.1067/mcp.2000.112244 · Cited by 52 · see citing works
Coecke, S., Rogiers, V., Bayliss, M. K., Castell, J. V., Doehmer, J., Fabre, G., Fry, J. R., Kern, A., & Westmoreland, C. (1999) · Alternatives to Laboratory Animals · doi:10.1177/026119299902700408 · Cited by 49 · see citing works
Rodrigues, A. D., Winchell, G. A., & Dobrinska, M. R. (2001) · The Journal of Clinical Pharmacology · doi:10.1177/00912700122010212 · Cited by 45 · see citing works
Tucker, G., Houston, J. B., & Huang, S. (2001) · European Journal of Pharmaceutical Sciences · doi:10.1016/s0928-0987(01)00148-8 · Cited by 41 · see citing works
Yamano, K., Yamamoto, K., Kotaki, H., Takedomi, S., Matsuo, H., Sawada, Y., & Iga, T. (1999) · Drug Metabolism and Disposition · doi:10.1016/s0090-9556(24)14922-7 · Cited by 35 · see citing works
Interlaboratory comparison of the assessment of P450 activities in human hepatic microsomal samples
Boobis, A. R., McKillop, D., Robinson, D. T., Adams, D. A., & McCORMICK, D. J. (1998) · Xenobiotica · doi:10.1080/004982598239416 · Cited by 27 · see citing works
Systematic screening for pharmacokinetic interactions during drug development.
Fuhr, U., Weiss, M., Kroemer, H. K., Neugebauer, G., Rameis, H., Weber, W., & Bg, W. (1996) · PubMed · Cited by 26 · see citing works
Roscher, E., & Wiebel, F. J. (1992) · Mutation Research/Genetic Toxicology · doi:10.1016/0165-1218(92)90280-d · Cited by 23 · see citing works
Wienkers, L. C. (2001) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/s1056-8719(01)00121-6 · Cited by 21 · see citing works
Can Drug–Drug Interactions Be Predicted fromIn VitroStudies?
Kremers, P. G. (2002) · The Scientific World JOURNAL · doi:10.1100/tsw.2002.144 · Cited by 19 · see citing works
Self-citationGenetically Engineered Cell Lines: Characterisation and Applications in Toxicity Testing
Wiebel, F. J., Andersson, T. B., Casciano, D. A., Dickins, M., Fischer, V., Glatt, H. R., Horbach, J., Langenbach, R. J., Luyten, W. H. M. L., Turchi, G., et al. (1997) · Alternatives to Laboratory Animals · doi:10.1177/026119299702500605 · Cited by 17 · see citing works
Pharmacokinetics in Early Drug Research
Leahy, D. E., Duncan, R., Ahr, H. J., Bayliss, M. K., Boer, A. G. D., Darvas, F., helen, F. J., Fry, J. R., Hopkins, R., Houston, J. B., et al. (1997) · Alternatives to Laboratory Animals · doi:10.1177/026119299702500105 · Cited by 15 · see citing works
Cytochrome P450 isoform-specific in vitro methods to predict drug metabolism and interactions
Taavitsainen, P. (2001) · Cited by 9 · see citing works
Validation of Alternative Methods
(1994) · Environmental Health Perspectives · doi:10.1289/ehp.102-1567488 · Cited by 5 · see citing works
Structure ? Activity ? Relationships ? Challenges and context.
Testa, B. (2000) · IRIS · Cited by 4 · see citing works
Flagged first, then by citations
1 of the 56 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
VALIDATED ASSAYS FOR HUMAN CYTOCHROME P450 ACTIVITIES
Walsky, R. L., & Obach, R. S. (2004) · Drug Metabolism and Disposition · doi:10.1124/dmd.32.6.647 · Cited by 511 · see citing works
Terefe, E. M., & Ghosh, A. (2022) · Bioinformatics and Biology Insights · doi:10.1177/11779322221125605 · Cited by 162 · see citing works
Prediction of Drug Metabolism and Interactions on the Basis of in vitro Investigations
Pelkonen, O., Turpeinen, M., Uusitalo, J., Rautio, A., & Raunio, H. (2005) · Basic & Clinical Pharmacology & Toxicology · doi:10.1111/j.1742-7843.2005.pto960305.x · Cited by 149 · see citing works
Pelkonen, O., & Turpeinen, M. (2007) · Xenobiotica · doi:10.1080/00498250701620726 · Cited by 118 · see citing works
Jia, Z., & Misra, H. P. (2006) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2006.10.047 · Cited by 85 · see citing works
Phytotherapy: A promising approach for the treatment of Alzheimer's disease
John, O. O., Amarachi, I. S., Chinazom, A. P., Adaeze, E., Kale, M. B., Umare, M. D., & Upaganlawar, A. B. (2022) · Pharmacological Research - Modern Chinese Medicine · doi:10.1016/j.prmcm.2021.100030 · Cited by 69 · see citing works
Yao, M., Zhu, M., Sinz, M., Zhang, H., Humphreys, W. G., Rodrigues, A. D., & Dai, R. (2007) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2007.02.034 · Cited by 68 · see citing works
A sandwiched microarray platform for benchtop cell-based high throughput screening
Wu, J., Wheeldon, I. R., Guo, Y., Lu, T., Du, Y., Wang, B., He, J., Hu, Y., & Khademhosseini, A. (2010) · Biomaterials · doi:10.1016/j.biomaterials.2010.09.026 · Cited by 63 · see citing works
Gastrointestinal-tract models and techniques for use in safety pharmacology
Harrison, A. P., Erlwanger, K. H., Elbrønd, V. S., Andersen, N. K., & Unmack, M. A. (2004) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/j.vascn.2004.02.008 · Cited by 58 · see citing works
In vitroscreening of drug metabolism during drug development: can we trust the predictions?
Pelkonen, O., & Raunio, H. (2005) · Expert Opinion on Drug Metabolism & Toxicology · doi:10.1517/17425255.1.1.49 · Cited by 50 · see citing works
Kehinde, I. A., Ramharack, P., Nlooto, M., & Gordon, M. L. (2019) · Heliyon · doi:10.1016/j.heliyon.2019.e02565 · Cited by 49 · see citing works
Pesticides induced oxidative stress in thymocytes
Olgun, S., & Misra, H. P. (2006) · Molecular and Cellular Biochemistry · doi:10.1007/s11010-006-9178-7 · Cited by 49 · see citing works
Jia, Z., & Misra, H. P. (2007) · Journal of Applied Toxicology · doi:10.1002/jat.1218 · Cited by 44 · see citing works
Li, X., Chen, X., Li, Q., Wang, L., & Zhong, D. (2007) · Journal of Chromatography B · doi:10.1016/j.jchromb.2007.01.006 · Cited by 32 · see citing works
Shode, F. O., Idowu, A., Uhomoibhi, O. J., & Sabiu, S. (2021) · Journal of Biomolecular Structure and Dynamics · doi:10.1080/07391102.2021.1886993 · Cited by 31 · see citing works
Ziemann, J., Lendeckel, A., Müller, S., Horneber, M., & Ritter, C. A. (2019) · European Journal of Clinical Pharmacology · doi:10.1007/s00228-019-02700-6 · Cited by 27 · see citing works
Sabiu, S., & Idowu, K. A. (2021) · Journal of Food Biochemistry · doi:10.1111/jfbc.13831 · Cited by 22 · see citing works
Preclinical testing on insects predicts human haematotoxic potentials
Berger, J. (2009) · Laboratory Animals · doi:10.1258/la.2008.007162 · Cited by 20 · see citing works
Kalay, E., Korkmaz, I. N., Kacı, F. N., Aslan, O. N., Güller, P., Tokalı, F. S., & Kalın, R. (2025) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2025.110450 · Cited by 18 · see citing works
Pros and cons of methods used for the prediction of oral drug absorption
Fotaki, N. (2009) · Expert Review of Clinical Pharmacology · doi:10.1586/17512433.2.2.195 · Cited by 18 · see citing works
Güller, P., Atmaca, U., Güller, U., Çalışır, U., & Dursun, F. Ş. (2021) · Future Medicinal Chemistry · doi:10.4155/fmc-2020-0387 · Cited by 14 · see citing works
Ahmad, J. B., Ajani, E. O., & Sabiu, S. (2021) · Evidence-based Complementary and Alternative Medicine · doi:10.1155/2021/6679185 · Cited by 13 · see citing works
Oloche, J. J., Oluremi, B. B., Aruwa, C. E., & Sabiu, S. (2023) · Evidence-based Complementary and Alternative Medicine · doi:10.1155/2023/1575358 · Cited by 9 · see citing works
Truong, B., Hornsby, L. B., Fox, B. I., Chou, C., Zheng, J., & Qian, J. (2023) · Journal of Thrombosis and Thrombolysis · doi:10.1007/s11239-023-02879-7 · Cited by 8 · see citing works
Kumar, S. P., Sherpa, D. D., Sahu, A. K., Jadav, T., Tekade, R. K., & Sengupta, P. (2021) · Bioanalysis · doi:10.4155/bio-2021-0001 · Cited by 6 · see citing works
Cytochrome P450 enzymes— in vitro , in vivo , and in silico studies
Turpeinen, M. (2006) · Cited by 6 · see citing works
Güller, P., Korkmaz, I. N., Kalın, R., Öztekіn, A., & Özdemіr, H. (2022) · Current Computer - Aided Drug Design · doi:10.2174/1573409918666220818114505 · Cited by 4 · see citing works
Metabolic Interactions of Environmental Toxicants in Humans
Hodgson, E. (2012) · Progress in molecular biology and translational science · doi:10.1016/b978-0-12-415813-9.00013-1 · Cited by 4 · see citing works
In VitroMetabolism in Preclinical Drug Development
Pelkonen, O., Tolonen, A., Turpeinen, M., & Uusitalo, J. (2010) · Wiley eBooks · doi:10.1002/9780470571224.pse051 · Cited by 4 · see citing works
GÜNEŞ, F., Güller, U., Güller, P., Anıl, B., & Koca, M. (2025) · Chemistry & Biodiversity · doi:10.1002/cbdv.202403435 · Cited by 2 · see citing works
Abrudan, M. B., Popa, D., Muntean, D. M., Gheldiu, A. M., & Vlase, L. (2019) · Medicine and Pharmacy Reports · doi:10.15386/mpr-1225 · Cited by 2 · see citing works
Ong, C. E., & Pan, Y. (2014) · TANG [HUMANITAS MEDICINE] · doi:10.5667/tang.2014.0008 · Cited by 1 · see citing works
Study of hepatic cytochrome P450 system in Richardson ground squirrels
Ling, B. (2005) · University Library - University of Saskatchewan (University of Saskatchewan) · Cited by 1 · see citing works
Induction and inhibition of cytochrome P-450*
Pelkonen, O. (2004) · Monografías de la Real Academia Nacional de Farmacia · Cited by 1 · see citing works
Jia, Z. (2006) · VTechWorks (Virginia Tech) · Cited by 1 · see citing works
In vitro and in silico methods to predict cytochrome P450 enzyme inhibition
Martikainen, L. E. (2012) · UEF eRepo (University of Eastern Finland) · Cited by 1 · see citing works
Jinmin, S. U. N., Yanchao, L. I., Chang, T.-H., & Wenxue, H. A. O. (2003) · YAKUGAKU ZASSHI · doi:10.1248/yakushi.123.867
Current Awareness: Pharmacoepidemiology and Drug Safety
(2003) · Pharmacoepidemiology and Drug Safety · doi:10.1002/pds.790
Abelit, A. A., Boitsova, N. A., Yakovleva, L. E., Kornev, A. A., & Stupin, D. D. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.04.13.717455
Herb-Drug and Food-Drug Interaction in the Treatment of Alzheimer’s and Dementia
Acharya, R., Jain, S., & Kriti, K. (2026) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/9798898815523126010011
- Authors
- Kremers, P.
- Affiliations
- University of Liège (BE)
- Corresponding author
- Kremers, Pierre
- Venue
- Pharmacology & Toxicology
- Publisher
- Wiley
- Published
- 2002-11
- Volume
- 91
- Issue
- 5
- Pages
- 209-217
- ISSN
- 0901-9928 (ISSN-L)
- OpenAlex
- W2049141234
- Cited by
- 41
- References
- 56
- Citations by year
- 2026: 2 · 2025: 2 · 2023: 2 · 2022: 2 · 2021: 6 · 2020: 1 · 2019: 3 · 2014: 1 · 2012: 2
- FWCI
- 0.33
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Pharmacology & Toxicology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
- Health Sciences › Medicine › Oncology › Drug Transport and Resistance Mechanisms
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Computational Drug Discovery Methods
- Keywords
- drug-drug interactions, in vitro prediction, cytochrome P450 inhibition, drug screening, new chemical entities, regulatory guidelines
- MeSH terms
- Clinical Trials as Topic, Drug Interactions, Pharmaceutical Preparations, Forecasting, Humans, Research Design, Drug Design, Reproducibility of Results, Clinical Laboratory Techniques, Drug-Related Side Effects and Adverse Reactions, In Vitro Techniques
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review