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Erhardt P, Bachmann K, Birkett D, Boberg M, Bodor N, Gibson G, Hawkins D, Hawksworth G, Hinson J, Koehler D, Kress B, Luniwal A, Masumoto H, Novak R, Portoghese P, Sarver J, Serafini MT, Trabbic C, Vermeulen N, Wrighton S. Glossary and tutorial of xenobiotic metabolism terms used during small molecule drug discovery and development (IUPAC Technical Report). PURE APPL CHEM 2021. [DOI: 10.1515/pac-2018-0208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Abstract
This project originated more than 15 years ago with the intent to produce a glossary of drug metabolism terms having definitions especially applicable for use by practicing medicinal chemists. A first-draft version underwent extensive beta-testing that, fortuitously, engaged international audiences in a wide range of disciplines involved in drug discovery and development. It became clear that the inclusion of information to enhance discussions among this mix of participants would be even more valuable. The present version retains a chemical structure theme while expanding tutorial comments that aim to bridge the various perspectives that may arise during interdisciplinary communications about a given term. This glossary is intended to be educational for early stage researchers, as well as useful for investigators at various levels who participate on today’s highly multidisciplinary, collaborative small molecule drug discovery teams.
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Affiliation(s)
- Paul Erhardt
- Center for Drug Design and Development , University of Toledo , Toledo , Ohio , USA
| | | | - Donald Birkett
- Department of Clinical Pharmacology , Flinders University , Adelaide , Australia (now Emeritus), (TGM)
| | - Michael Boberg
- Metabolism and Isotope Chemistry , Bayer , AG , Germany (now undetermined), (TGM)
| | - Nicholas Bodor
- Center for Drug Discovery , University of Florida , Belle Glade , FL , USA (now Emeritus Grad Res Prof/CEO Bodor Labs), (TGM)
| | - Gordon Gibson
- School of Biomedical and Life Sciences, University of Surrey , Surrey , UK (now deceased), (TGM)
| | - David Hawkins
- Huntingdon Life Sciences , Huntingdon , UK (now retired), (TGM)
| | - Gabrielle Hawksworth
- Department of Medicine and Therapeutics , University Aberdeen , Aberdeen , UK (now deceased), (TGM)
| | - Jack Hinson
- Division of Toxicology , University Arkansas for Medical Sciences , Little Rock , Arkansas , USA (now Emeritus Dist Prof), (TGM)
| | - Daniel Koehler
- Department of Pharmacology , University of Toledo , Toledo , Ohio , USA, (ST)
| | - Brian Kress
- Department of Medicinal and Biological Chemistry , University of Toledo , Toledo , Ohio , USA, (ST)
| | | | - Hiroshi Masumoto
- Drug Metabolism , Daiichi Pharm. Corp., Ltd. , Chuo , Tokyo , Japan (now retired), (TGM)
| | - Raymond Novak
- Institute of Environmental Health Science, Wayne State University , Detroit , Michigan , USA (now undetermined), (TGM)
| | - Phillip Portoghese
- Department of Medicinal Chemistry , University of Minnesota , Minneapolis , Minnesota , USA (now same), (TGM)
| | - Jeffrey Sarver
- Department of Pharmacology , University of Toledo , Toledo , Ohio , USA, (ST)
| | - M. Teresa Serafini
- Department of Pharmacokinetics and Drug Metabolism , Laboratories Dr. Esteve, S.A. , Barcelona , Spain (now Head Early ADME), (TGM)
| | | | - Nico Vermeulen
- Department of Pharmacochemistry , Vrije University , Amsterdam , Netherlands (now Emeritus Section Molecular Toxicology), (TGM)
| | - Steven Wrighton
- Eli Lilly, Inc. , Indianapolis , Indiana , USA (now retired), (TGM)
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eEF-2 Phosphorylation Down-Regulates P-Glycoprotein Over-Expression in Rat Brain Microvessel Endothelial Cells. PLoS One 2015; 10:e0125389. [PMID: 25962137 PMCID: PMC4427111 DOI: 10.1371/journal.pone.0125389] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Accepted: 03/24/2015] [Indexed: 01/07/2023] Open
Abstract
Objective We investigated whether glutamate, NMDA receptors, and eukaryote elongation factor-2 kinase (eEF-2K)/eEF-2 regulate P-glycoprotein expression, and the effects of the eEF-2K inhibitor NH125 on the expression of P-glycoprotein in rat brain microvessel endothelial cells (RBMECs). Methods Cortex was obtained from newborn Wistar rat brains. After surface vessels and meninges were removed, the pellet containing microvessels was resuspended and incubated at 37°C in culture medium. Cell viability was assessed by the MTT assay. RBMECs were identified by immunohistochemistry with anti-vWF. P-glycoprotein, phospho-eEF-2, and eEF-2 expression were determined by western blot analysis. Mdr1a gene expression was analyzed by RT-PCR. Results Mdr1a mRNA, P-glycoprotein and phospho-eEF-2 expression increased in L-glutamate stimulated RBMECs. P-glycoprotein and phospho-eEF-2 expression were down-regulated after NH125 treatment in L-glutamate stimulated RBMECs. Conclusions eEF-2K/eEF-2 should have played an important role in the regulation of P-glycoprotein expression in RBMECs. eEF-2K inhibitor NH125 could serve as an efficacious anti-multidrug resistant agent.
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Kwatra D, Budda B, Vadlapudi AD, Vadlapatla RK, Pal D, Mitra AK. Transfected MDCK cell line with enhanced expression of CYP3A4 and P-glycoprotein as a model to study their role in drug transport and metabolism. Mol Pharm 2012; 9:1877-86. [PMID: 22676443 DOI: 10.1021/mp200487h] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The aim of this study was to characterize and utilize MDCK cell line expressing CYP3A4 and P-glycoprotein as an in vitro model for evaluating drug-herb and drug-drug of abuse interactions. MDCK cell line simultaneously expressing P-gp and CYP3A4 (MMC) was developed and characterized by using expression and activity studies. Cellular transport study of 200 μM cortisol was performed to determine their combined activity. The study was carried across MDCK-WT, MDCK-MDR1 and MMC cell lines. Similar studies were also carried out in the presence of 50 μM naringin and 3 μM morphine. Samples were analyzed by HPLC for drug and its CYP3A4 metabolite. PCR, qPCR and Western blot studies confirmed the enhanced expression of the proteins in the transfected cells. The Vivid CYP3A4 assay and ketoconazole inhibition studies further confirmed the presence of active protein. Apical to basal transport of cortisol was found to be 10- and 3-fold lower in MMC as compared to MDCK-WT and MDCK-MDR1 respectively. Higher amount of metabolite was formed in MMC than in MDCK-WT, indicating enhanced expression of CYP3A4. Highest cortisol metabolite formation was observed in MMC cell line due to the combined activities of CYP3A4 and P-gp. Transport of cortisol increased 5-fold in the presence of naringin in MMC and doubled in MDCK-MDR1. Cortisol transport in MMC was significantly lower than that in MDCK-WT in the presence of naringin. The permeability increased 3-fold in the presence of morphine, which is a weaker inhibitor of CYP3A4. Formation of 6β-hydroxy cortisol was found to decrease in the presence of morphine and naringin. This new model cell line with its enhanced CYP3A4 and P-gp levels in addition to short culture time can serve as an invaluable model to study drug-drug interactions. This cell line can also be used to study the combined contribution of efflux transporter and metabolizing enzymes toward drug-drug interactions.
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Affiliation(s)
- Deep Kwatra
- Division of Pharmaceutical Sciences, School of Pharmacy, University of Missouri-Kansas City, 2464 Charlotte Street, Kansas City, Missouri 64108, United States
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Crisafulli C, Fabbri C, Porcelli S, Drago A, Spina E, De Ronchi D, Serretti A. Pharmacogenetics of antidepressants. Front Pharmacol 2011; 2:6. [PMID: 21687501 PMCID: PMC3108562 DOI: 10.3389/fphar.2011.00006] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2010] [Accepted: 02/04/2011] [Indexed: 12/28/2022] Open
Abstract
Up to 60% of depressed patients do not respond completely to antidepressants (ADs) and up to 30% do not respond at all. Genetic factors contribute for about 50% of the AD response. During the recent years the possible influence of a set of candidate genes as genetic predictors of AD response efficacy was investigated by us and others. They include the cytochrome P450 superfamily, the P-glycoprotein (ABCB1), the tryptophan hydroxylase, the catechol-O-methyltransferase, the monoamine oxidase A, the serotonin transporter (5-HTTLPR), the norepinephrine transporter, the dopamine transporter, variants in the 5-hydroxytryptamine receptors (5-HT1A, 5-HT2A, 5-HT3A, 5-HT3B, and 5-HT6), adrenoreceptor beta-1 and alpha-2, the dopamine receptors (D2), the G protein beta 3 subunit, the corticotropin releasing hormone receptors (CRHR1 and CRHR2), the glucocorticoid receptors, the c-AMP response-element binding, and the brain-derived neurotrophic factor. Marginal associations were reported for angiotensin I converting enzyme, circadian locomotor output cycles kaput protein, glutamatergic system, nitric oxide synthase, and interleukin 1-beta gene. In conclusion, gene variants seem to influence human behavior, liability to disorders and treatment response. Nonetheless, gene × environment interactions have been hypothesized to modulate several of these effects.
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Pal D, Kwatra D, Minocha M, Paturi DK, Budda B, Mitra AK. Efflux transporters- and cytochrome P-450-mediated interactions between drugs of abuse and antiretrovirals. Life Sci 2010; 88:959-71. [PMID: 20932495 DOI: 10.1016/j.lfs.2010.09.012] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2010] [Revised: 07/26/2010] [Accepted: 08/28/2010] [Indexed: 01/11/2023]
Abstract
Multidrug regimens and corresponding drug interactions cause many adverse reactions and treatment failures. Drug efflux transporters: P-gp, MRP, BCRP in conjunction with metabolizing enzymes (CYPs) are major factors in such interactions. Most effective combination antiretrovirals (ARV) therapy includes a PI or a NNRTI or two NRTI. Coadministration of such ARV may induce efflux transporters and/or CYP3A4 resulting in sub-therapeutic blood levels and therapeutic failure due to reduced absorption and/or increased metabolism. A similar prognosis is true for ARV-compounds and drugs of abuse combinations. Morphine and nicotine enhance CYP3A4 and MDR1 expression in vitro. A 2.5 fold rise of cortisol metabolite was evident in smokers relative to nonsmokers. Altered functions of efflux transporters and CYPs in response to ARV and drugs of abuse may result in altered drug absorption and metabolism. Appropriate in vitro models can be employed to predict such interactions. Influence of genetic polymorphism, SNP and inter-individual variation in drug response has been discussed. Complexity underlying the relationship between efflux transporters and CYP makes it difficult to predict the outcome of HAART as such, particularly when HIV patients taking drugs of abuse do not adhere to HAART regimens. HIV(+) pregnant women on HAART medications, indulging in drugs of abuse, may develop higher viral load due to such interactions and lead to increase in mother to child transmission of HIV. A multidisciplinary approach with clear understanding of mechanism of interactions may allow proper selection of regimens so that desired therapeutic outcome of HAART can be reached without any side effects.
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Affiliation(s)
- Dhananjay Pal
- Division of Pharmaceutical Sciences, University of Missouri, Kansas City, MO 64108-2718, United States
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[Opioid rotation: a therapeutic choice in the management of refractory cancer pain]. Med Clin (Barc) 2010; 135:617-22. [PMID: 20673681 DOI: 10.1016/j.medcli.2010.06.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2010] [Accepted: 06/15/2010] [Indexed: 11/20/2022]
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Pang KS, Maeng HJ, Fan J. Interplay of transporters and enzymes in drug and metabolite processing. Mol Pharm 2010; 6:1734-55. [PMID: 19891494 DOI: 10.1021/mp900258z] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
This review highlights the "interplay" between enzymes and transporters, essential components of eliminating organs for drug removal. The understanding of the interplay is important in terms of deciphering the change of one eliminatory pathway on compensatory mechanisms in drug disposal, and, ultimately, their importance in drug-drug interactions. Controversy existed on the explanation underlying the interplay between transporters and enzymes in the Caco-2 cell monolayer or cell culture systems, but less so on eliminating organs such as the intestine and liver. For the Caco-2 system, the increase in the mean residence time (MRT) accompanying increased secretion had been construed as the basis for increased metabolism. We hold the opposite view and assert that increased secretion should evoke a decrease in metabolism due to the competition between the enzyme and apical efflux transporter for the drug within the cell. To illustrate this point, simulations on the MRT, fraction of dose metabolized (f(met)) and the extraction ratio (ER) as defined by various investigators under linear and nonlinear metabolic conditions were compared to observed data and the trends upon induction/inhibition of secretion. The conclusion is that the f(met) is the more appropriate index to reflect the extent of metabolism in transporter-enzyme interplay, since the parameter captures drug metabolism in the cell when its contents in the apical, cell, and basolateral compartments or the entire dose is considered to be available for metabolism. This parameter for metabolism (f(met)) bears a reciprocal relationship to the secretory intrinsic clearance and is in concordance with the notion that both the enzyme and apical transporter compete for the cellular substrate within. For the liver and intestine, several physiologically based pharmacokinetic (PBPK) models that contain transporters and enzymes were utilized, together with the solved equations for the area under the curve (AUC), metabolic, excretory, and total clearance (CL) to shed meaningful insight of how the inhibition of one pathway can result in a higher AUC and therefore a reduced total clearance for drug, but a higher apparent clearance of the alternate pathway; induction of the same pathway would lead to an increased total clearance but decreased drug AUC, and reduced clearance of the alternate pathway. The use of an increased MRT to explain increased extents of metabolism upon increased apical excretion is not tenable in these organs or "open systems" since the MRT of drug in the cell is reduced with irreversible loss from biliary excretion or hastened gastrointestinal transit of the secreted drug in the lumen. Data in the literature for the Caco-2 system, knockout animals and organ perfusion systems were discussed in relation to these concepts on clearance based on fundamental, pharmacokinetic theory. The shortcomings in data interpretation were discussed. The general conclusion is that a reciprocal relationship exists between the clearances related to enzymes and apical transporters due to their competition for the substrate within the cell, and is a relationship independent of the MRT of drug in the system.
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Affiliation(s)
- K Sandy Pang
- Leslie L. Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada.
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Nicolas JM, Espie P, Molimard M. Gender and interindividual variability in pharmacokinetics. Drug Metab Rev 2009; 41:408-21. [DOI: 10.1080/10837450902891485] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Axelrod D, Bielory L. Fexofenadine hydrochloride in the treatment of allergic disease: a review. J Asthma Allergy 2008; 1:19-29. [PMID: 21436982 PMCID: PMC3121339 DOI: 10.2147/jaa.s3092] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Fexofenadine is a selective, non-sedating H1 receptor antagonist, marketed in the United States since 2000. The FDA approved an oral suspension in 2006, for the treatment of seasonal allergic rhinitis and chronic idiopathic urticaria in children. The tablet, capsule, and oral suspension are bioequivalent. Although fexofenadine does not use P450 CYP 3A4 it does interact with a number of drugs at P-glycoprotein and organic anion transporter polypeptides. The risk of toxicity from other drugs may increase with the administration of fexofenadine. Orange and grapefruit juices reduce the bioavailability of fexofenadine. Fexofenadine has been shown to have an impact on inflammatory mediators, other than histamine, such as decreasing the production of LTC4, LTD4, LTE4, PGE2, and PGF2α; inhibiting cyclo-oxygenase 2, thromboxane; limiting iNOS generation of NO; decreasing cytokine levels (ICAM-1, ELAM-1, VCAM-1, RANTES, I-TAC, MDC, TARC, MMP-2, MMP-9, tryptase); and diminishing eosinophil adherence, chemotaxis, and opsonization of particles. These effects may provide benefit to some of the inflammatory responses of an acute allergic reaction and provide a basis for future development of H1 antagonists with stronger anti-inflammatory effects. These studies also support the contention that fexofenadine is effective for the treatment of allergic rhinits and chronic idiopathic urticaria.
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Pal D, Mitra AK. MDR- and CYP3A4-Mediated Drug–Drug Interactions. J Neuroimmune Pharmacol 2006; 1:323-39. [DOI: 10.1007/s11481-006-9034-2] [Citation(s) in RCA: 139] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2006] [Accepted: 06/16/2006] [Indexed: 11/30/2022]
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Ross JR, Riley J, Quigley C, Welsh KI. Clinical Pharmacology and Pharmacotherapy of Opioid Switching in Cancer Patients. Oncologist 2006; 11:765-73. [PMID: 16880235 DOI: 10.1634/theoncologist.11-7-765] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Pain is one of the most common and often most feared symptoms in patients with cancer. Ongoing or progressive pain is physically debilitating and has a marked impact on quality of life. Since a third of the population will die from cancer, and of these, 80% will experience severe pain in their final year of life, effective treatment of cancer-related pain remains both a high priority and an ongoing challenge in clinical practice. Individuals with moderate to severe cancer-related pain require treatment with strong analgesics, namely opioids. There is evidence to support the therapeutic maneuver of opioid switching in clinical practice, but further evidence is needed to elucidate the underlying mechanisms for interindividual differences in response to different opioids. Large, robust clinical trials will be needed if clinical differences among side-effect profiles of different opioids are to be clearly demonstrated. This review discusses candidate genes, which contribute to opioid response; many other genes have also been implicated in "pain" from animal or human studies. In order to continue to evaluate the genetic contributions to both pain susceptibility and analgesic response, further candidate genes need to be considered. Good pain control remains a high priority for clinicians and patients, and there is much work to be done to further individualize analgesic therapy for patients with cancer.
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Affiliation(s)
- Joy R Ross
- Department of Palliative Medicine, Horder Ward, Royal Marsden Hospital, London SW3 6JJ, United Kingdom.
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Pal D, Mitra AK. MDR- and CYP3A4-mediated drug–herbal interactions. Life Sci 2006; 78:2131-45. [PMID: 16442130 DOI: 10.1016/j.lfs.2005.12.010] [Citation(s) in RCA: 156] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2005] [Accepted: 12/07/2005] [Indexed: 12/19/2022]
Abstract
According to recent epidemiological reports, almost 40% of American population use complimentary and alternative medicine (CAM) during their lifetime. Patients detected with HIV or cancer often consume herbal products especially St. John's wort (SJW) for antidepressants in combination with prescription medicines. Such self-administered herbal products along with prescribed medicines raise concerns of therapeutic activity due to possible drug-herbal interactions. P-glycoprotein (P-gp) and cytochrome P450 3A4 (CYP3A4) together constitute a highly efficient barrier for many orally absorbed drugs. Available literature, clinical reports and in vitro studies from our laboratory indicate that many drugs and herbal active constituents are substrates for both P-gp and CYP3A4. Results from clinical studies and case reports indicate that self-administered SJW reduce steady state plasma concentrations of amitriptyline, cyclosporine, digoxin, fexofenadine, amprenavir, indonavir, lopinavir, ritonavir, saquinavir, benzodiazepines, theophyline, irinotecan, midazolan and warfarin. This herbal agent has been also reported to cause bleeding and unwanted pregnancies when concomitantly administered with oral contraceptives. Most of these medicinal agents and SJW are substrates for P-gp and/or CYP3A4. In vitro studies from our laboratory suggest that short-term exposure with pure herbal agents such as hypericin, kaempferol and quercetin or extract of SJW resulted in higher uptake or influx of ritonavir and erythromycin. Hypericin, kaempferol and quercetin also caused a remarkable inhibition of cortisol metabolism with the percent intact cortisol values of 64.58%, 89.6% and 90.1%, respectively, during short-term in vitro experiments. Conversely, long-term exposure of herbal agents (hyperforin, kaempferol and quercetin) showed enhanced expression of CYP3A4 mRNA in Caco-2 cells. In another study, we observed that long-term exposure of hypericin, kaempferol, quercetin and silibinin resulted in higher MDR-1 mRNA expression in Caco-2 cells. Therefore, herbs can pharmacokinetically act as inhibitors or inducers. Medicinal agents that are substrates P-gp-mediated efflux and/or CYP-mediated metabolism are likely to be potential candidates for drug-herbal interactions. The duration of exposure of cells/healthy volunteers/animals to herbals appears to be critical for drug-herbal interaction. An increase in plasma drug concentration is possible during concomitant administration of SJW and prescribed drugs. In contrast, prolonged intake of herbal supplement followed by drug administration may result in subtherapeutic concentrations. Therefore, clinical implications of such drug herbal interactions depend on a variety of factors such as dose, frequency and timing of herbal intake, dosing regimen, route of drug administration and therapeutic range. In vitro screening techniques will play a major role in identifying possible herb-drug interactions and thus create a platform for clinical studies to emerge. Mechanisms of drug-herbal interaction have been discussed in this review article.
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Affiliation(s)
- Dhananjay Pal
- School of Pharmacy, University of Missouri-Kansas City, Kansas City, MO 64110-2499, USA
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Katragadda S, Budda B, Anand BS, Mitra AK. Role of efflux pumps and metabolising enzymes in drug delivery. Expert Opin Drug Deliv 2005; 2:683-705. [PMID: 16296794 DOI: 10.1517/17425247.2.4.683] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The impact of efflux pumps and metabolic enzymes on the therapeutic activity of various drugs has been well established. The presence of efflux pumps on various tissues and tumours has been shown to regulate the intracellular concentration needed to achieve therapeutic activity. The notable members of efflux proteins include P-glycoprotein, multi-drug resistance protein and breast cancer resistance protein. These efflux pumps play a pivotal role not only in extruding xenobiotics but also in maintaining the body's homeostasis by their ubiquitous presence and ability to coordinate among themselves. In this review, the role of efflux pumps in drug delivery and the importance of their tissue distribution is discussed in detail. To improve pharmacokinetic parameters of substrates, various strategies that modulate the activity of efflux proteins are also described. Drug metabolising enzymes mainly include the cytochrome P450 family of enzymes. Extensive drug metabolism due to the this family of enzymes is the leading cause of therapeutic inactivity. Therefore, the role of metabolising enzymes in drug delivery and disposition is extensively discussed in this review. The synergistic relationship between metabolising enzymes and efflux proteins is also described in detail. In summary, this review emphasises the urgent need to make changes in drug discovery and drug delivery as efflux pumps and metabolising enzymes play an important role in drug delivery and disposition.
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Affiliation(s)
- Suresh Katragadda
- University of Missouri-Kansas City, Division of Pharmaceutical Sciences, School of Pharmacy, 64110-2499, USA
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Gawrońska-Szklarz B, Wrześniewska J, Starzyńska T, Pawlik A, Safranow K, Ferenc K, Droździk M. Effect of CYP2C19 and MDR1 polymorphisms on cure rate in patients with acid-related disorders with Helicobacter pylori infection. Eur J Clin Pharmacol 2005; 61:375-9. [PMID: 15976989 DOI: 10.1007/s00228-005-0901-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2004] [Accepted: 01/12/2005] [Indexed: 12/19/2022]
Abstract
A proton pump inhibitor (PPI) plus two antibiotics (amoxicillin and either clarithromycin or metronidazole) are recommended for treatment of acid-related disorders with Helicobacter pylori (H. pylori) infection. The aim of this pharmacogenetic study was to evaluate the efficacy of triple therapy with PPIs on eradication of H. pylori infection in relation to cytochrome P450 2C19 (CYP2C19) and P-glycoprotein (MDR1) gene polymorphisms. The retrospective study involved 70 Polish Caucasian patients with H. pylori infection, diagnosed and treated with one of the two different triple therapy regimens [omeprazole, amoxicillin, and clarithromycin (OAC) or pantoprazole, amoxicillin, and metronidazole (PAM)]. Using genomic DNA, CYP2C19 (*2 and *3) and C3435T MDR1 alleles were determined by means of polymerase chain reaction-restriction fragment length polymorphism assays. A significantly higher prevalence (P<0.05) of heterozygous extensive metabolizers (hetEM) with CYP2C19*1/*2 genotype (32.4% versus 8.3%) and homozygous with 3435TT MDR1 genotype (38.2% versus 13.9%) was found in patients cured after the first cycle of triple therapy than in patients with failure of eradication after the first cycle. CYP2C19*1/*2 and 3435TT MDR1 genotypes as well as PAM regimen of treatment were also predictive of successful eradication of H. pylori infection after the first cycle of triple therapy at univariate/multivariate logistic regression analysis. This pharmacogenetic study on the influence of different CYP2C19 and C3435T MDR1 genotypes on H. pylori eradication suggests that CYP2C19 and MDR1 polymorphisms may be independent predictable determinants of the efficacy of triple therapy including PPI. The PAM regimen of treatment seems to be more effective after the first cycle of the therapy than the OAC regimen.
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Affiliation(s)
- Barbara Gawrońska-Szklarz
- Department of Pharmacology, Pomeranian Medical University, Al. Powstańców Wlkp. 72, 70-111, Szczecin, Poland
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Troost J, Lindenmaier H, Haefeli WE, Weiss J. Modulation of cellular cholesterol alters P-glycoprotein activity in multidrug-resistant cells. Mol Pharmacol 2004; 66:1332-9. [PMID: 15308763 DOI: 10.1124/mol.104.002329] [Citation(s) in RCA: 94] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
The drug transporter P-glycoprotein (ABCB1) plays an important role in drug distribution and elimination, and when overexpressed it may confer multidrug resistance (MDR). P-glycoprotein is localized in the plasma membrane, especially within rafts and caveolae, characterized as detergent-resistant membranes (DRMs). This study investigated the effect of cholesterol depletion and repletion as well as saturation on subcellular localization and function of P-glycoprotein to determine the effect of DRM localization on P-glycoprotein-mediated drug efflux. In L-MDR1 overexpressing human P-glycoprotein, cholesterol depletion removed P-glycoprotein from the raft membranes into non-DRM fractions, whereas repletion fully reconstituted raft localization. P-glycoprotein function was assessed by realtime monitoring with confocal laser scanning microscopy using BODIPY-verapamil as substrate. Cholesterol depletion reduced P-glycoprotein function in L-MDR1 cells resulting in intracellular substrate accumulation (159% +/- 43, p < 0.001; control = 100%). Cholesterol repletion reduced intracellular substrate fluorescence (120% +/- 36, p < 0.001) and restored the transporter activity. Addition of surplus cholesterol (saturation) even enhanced drug efflux in L-MDR1 cells, leading to reduced intracellular accumulation of BODIPY-verapamil (69% +/- 10, p < 0.001). Transport of BODIPY-verapamil in cells not expressing human P-glycoprotein (LLC-PK1) was not susceptible to cholesterol alterations. These results demonstrate that cholesterol alterations influence P-glycoprotein localization and function, which might contribute to the large interindividual variability of P-glycoprotein activity known from in vivo studies.
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Affiliation(s)
- Joachim Troost
- Department of Internal Medicine VI, Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Im Neuenheimer Feld 410, D-69120 Heidelberg, Germany
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Troost J, Albermann N, Emil Haefeli W, Weiss J. Cholesterol modulates P-glycoprotein activity in human peripheral blood mononuclear cells. Biochem Biophys Res Commun 2004; 316:705-11. [PMID: 15033457 DOI: 10.1016/j.bbrc.2004.02.102] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2004] [Indexed: 11/29/2022]
Abstract
P-glycoprotein (P-gp) is expressed in a wide range of cell types including peripheral blood mononuclear cells (PBMCs) where it may restrict intracellular accumulation of substrates like antineoplastic agents, HIV protease inhibitors, or rhodamine123. P-gp is known to be located in membrane microdomains, whose structure and function are susceptible to cholesterol alterations. This study evaluated the effect of cholesterol alteration in human PBMCs on P-gp activity. Whereas cholesterol depletion had no effect, cholesterol repletion of depleted cells significantly decreased intracellular rhodamine123 concentrations in lymphocytes to 32.2%+/-2.7 (p<0.001) and to 41.9%+/-3.5 (p<0.001) in monocytes. After cholesterol saturation of native cells intracellular rhodamine123 fluorescence decreased to 12.4%+/-1.6 (p<0.001) in lymphocytes and 12.9%+/-3.5 (p<0.001) in monocytes. These data demonstrate that elevated cellular cholesterol levels can markedly increase P-gp activity in human PBMCs.
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Affiliation(s)
- Joachim Troost
- Department of Internal Medicine VI, Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Bergheimer Str. 58, D-69115 Heidelberg, Germany
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Patel J, Hussain A, Pal D, Mitra AK. A Mathematical Simulation to Explain the Coordinated Functions of Efflux and Metabolism Limiting the Transport of Anti-HIV Agents Across Caco-2 Cells. Am J Ther 2004; 11:114-23. [PMID: 14999363 DOI: 10.1097/00045391-200403000-00006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The purpose of this study was to simulate a mathematical model that explains the coordinated function of P-glycoprotein (P-gp) and/or CYP3A4 in human intestinal enterocytes. In addition, this study aimed to determine the efflux interactions of anti-HIV protease inhibitors. METHODS Human colon carcinoma-derived Caco-2 cells were selected as a model system to evaluate the effects of P-gp-mediated efflux of HIV protease inhibitors. Anti-HIV agents ritonavir and saquinavir were selected as model drugs to determine efflux interactions. An absorption-metabolism classification system is hence proposed based on substrate specificities of drugs toward P-gp and/or CYP3A4 and their probable interactions with other compounds. RESULTS Enhanced apical to basal (A-B) ritonavir transport was observed on coadministration of saquinavir. Saturable, concentration-dependent inhibition of ritonavir efflux from Caco-2 monolayers was also observed with saquinavir. The IC(50) values of ritonavir (as a self-inhibitor) and saquinavir from dose-response curves, estimated by fitting the data to nonlinear equations, were found to be 7.15 and 33.2 micromol/L, respectively. The respective K(i) values determined were 8.5 and 28.91 micromol/L. The experimentally obtained K(i) values decreased in the close approximation with the IC(50) values. CONCLUSION Proposed mathematical simulations may prove to be a useful tool in predicting drug interactions by inhibition of P-gp mediated efflux and CYP3A4-mediated metabolism.
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Affiliation(s)
- Jignesh Patel
- Wyeth Research, 401 N Middletown Rd, Pearl River, NY 10965, USA
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21
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Ehrhardt M, Lindenmaier H, Burhenne J, Haefeli WE, Weiss J. Influence of lipid lowering fibrates on P-glycoprotein activity in vitro. Biochem Pharmacol 2004; 67:285-92. [PMID: 14698041 DOI: 10.1016/j.bcp.2003.09.008] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Statin/fibrate combinations are frequently used to treat mixed dyslipidemia. However, these combinations may cause life-threatening drug interactions (e.g. rhabdomyolysis) possibly induced by modifications of cytochrome P450 isozyme activities. Some statins are also transported by P-glycoprotein (Pgp) and may act as inhibitors of this drug efflux pump. So far, nothing is known about possible Pgp modulating effects of fibrates. We tested whether gemfibrozil, fenofibrate, fenofibric acid, and bezafibrate inhibit Pgp in vitro using a calcein acetoxymethylester (calcein-AM) uptake assay and confocal laser scanning microscopy with bodipy-verapamil as substrate in L-MDR1 cells, which overexpress human Pgp. In uptake assays in cells with (L-MDR1) and without (LLC-PK1) human Pgp we also investigated whether these compounds are transported by Pgp. Intracellular concentrations were measured by liquid chromatography tandem mass spectrometry. Of the tested fibrates, only fenofibrate increased calcein-AM uptake into cells indicating an inhibition of Pgp mediated transport by this compound. The potency of fenofibrate (mean+/-SD: 7.1+/-3.2 microM), evaluated by calculating the concentration needed to double baseline fluorescence (f2), was similar to that of simvastatin (5.8+/-1.5 microM), lovastatin (10.1+/-1.0), and verapamil (4.7+/-0.8 microM). For simvastatin and fenofibrate Pgp inhibition was confirmed with confocal laser scanning microscopy. Fenofibrate, fenofibric acid, gemfibrozil, and bezafibrate showed no difference in the cellular uptake between LLC-PK1 and L-MDR1, indicating that the tested fibrates are not Pgp substrates. In conclusion, this study demonstrates that fenofibrate inhibits Pgp in vitro with a potency similar to simvastatin.
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Affiliation(s)
- Manuela Ehrhardt
- Department of Internal Medicine VI, Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Bergheimer Strasse 58, D-69115, Heidelberg, Germany
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Ketabi-Kiyanvash N, Weiss J, Haefeli WE, Mikus G. P-glycoprotein modulation by the designer drugs methylenedioxymethamphetamine, methylenedioxyethylamphetamine and paramethoxyamphetamine. Addict Biol 2003; 8:413-8. [PMID: 14690877 DOI: 10.1080/13556210310001646475] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
There are increasing numbers of deaths related to taking MDMA, MDE and PMA reported where the deceased typically took several different drugs with these compounds. Hence, mutual modulation of the pharmacokinetics in drug combinations with "ecstasy" might be a risk factor for "ecstasy"-related morbidity. Regarding potential drug - drug interactions, there are no data evaluating a possible contribution of the multidrug resistance transporter P-glycoprotein (Pgp) in contrast to the cytochrome P450 enzyme system. Therefore, individual "ecstasy" compounds have been tested for their ability to interact with Pgp using a fluorometric calcein assay as a model for Pgp inhibition in porcine kidney epithelial cells with overexpression of human Pgp (L-MDR1). All three compounds increased calcein retention in L-MDR1 cells in a concentration-dependent manner, with MDE being the most potent and MDMA the weakest Pgp inhibitor. The effective concentrations were 1 - 3 orders of magnitude higher than plasma concentrations observed in vivo, suggesting that these compounds are only weak inhibitors of Pgp, which is unlikely to influence the access of other compounds to the brain. However, it cannot be excluded that co-administration of Pgp inhibitors such as ritonavir or paroxetine could increase MDMA, MDE and PMA bioavailability and also enhance brain entry leading to severe side effects.
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Affiliation(s)
- Nahal Ketabi-Kiyanvash
- Department of Internal Medicine VI, Clinical Pharmacology and Pharmacoepidemiology, University Hospital, Bergheimer Strasse 58, D-69115 Heidelberg, Germany
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Troutman MD, Thakker DR. Novel experimental parameters to quantify the modulation of absorptive and secretory transport of compounds by P-glycoprotein in cell culture models of intestinal epithelium. Pharm Res 2003; 20:1210-24. [PMID: 12948019 DOI: 10.1023/a:1025001131513] [Citation(s) in RCA: 133] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
PURPOSE The purpose of this work was to elucidate the asymmetric effect of P-gp on modulation of absorptive and secretory transport of compounds across polarized epithelium, to develop experimental parameters to quantify P-gp-mediated modulation of absorptive and secretory transport, and to elucidate how P-gp-mediated modulation of transport is affected by passive diffusion properties, interaction of the substrate with P-gp, and P-gp expression. METHODS The permeability of a set of P-gp substrates was determined in absorptive and secretory directions in Madine-Darby Canine kidney (MDCK), Caco-2, and MDR-MDCK monolayers. The transport was also determined in the presence of GW918, a non-competitive P-gp inhibitor, to quantify the permeability without the influence of P-gp. From these two experimental permeability values in each direction, two new parameters, absorptive quotient (AQ) and the secretory quotient (SQ), were defined to express the functional activity of P-gp during absorptive and secretory transport, respectively. Western blot analysis was used to quantify P-gp expression in these monolayers and in normal human intestinal. RESULTS P-gp expression in Caco-2 and MDR-MDCK monolayers was comparable to that in normal intestine, and much less in MDCK cells. For all models, the substrates encompassed a wide range of apparent permeability due to passive diffusion (PPD). The parameters AQ and SQ, calculated for all compounds, assessed the attenuation in absorptive and enhancement of secretory transport, respectively, normalized to the permeability due to passive diffusion. Analysis of these parameters showed that 1) P-gp affected absorptive and secretory transport differentially and 2) compounds could be stratified into distinct groups with respect to the modulation of their absorptive and secretory transport by P-gp. Compounds could be identified whose absorptive transport was either strongly affected or poorly affected by changes in P-gp expression. For certain compounds, AQ values showed parabolic relationship with respect to passive diffusivity, and for others AQ was unaffected by changes in passive diffusivity. CONCLUSIONS The relationship between attenuation of absorptive transport and enhancement of secretory transport of compounds by P-gp is asymmetric, and different for different sets of compounds. The relationship between attenuation of absorption by P-gp and passive diffusivity of compounds, their interaction potential with P-gp, and levels of P-gp expression is complex; however, compounds can be classified into sets based on these relationships. A classification system that describes the functional activity of P-gp with respect to modulation of absorptive and secretory transport was developed from these results.
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Affiliation(s)
- Matthew D Troutman
- Division of Drug Delivery and Disposition, School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
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Troutman MD, Thakker DR. Rhodamine 123 requires carrier-mediated influx for its activity as a P-glycoprotein substrate in Caco-2 cells. Pharm Res 2003; 20:1192-9. [PMID: 12948017 DOI: 10.1023/a:1025096930604] [Citation(s) in RCA: 100] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE The purpose of this work was to elucidate transport pathways of the P-glycoprotein (P-gp) substrates rhodamine 123 (R123) and doxorubicin across Caco-2 cells. METHODS Experiments were designed to identify saturable and nonsaturable transport processes and transport barriers for R123 and doxorubicin transport across Caco-2 cells. Confocal laser scanning microscopy (CLSM) imaged R123 transport under normal conditions and in the presence of the P-gp inhibitor, GW918 (used to abolish P-gp-mediated efflux activity). RESULTS R123 secretory P(app) (P(app,BA)) showed concentration dependence, whereas R123 absorptive P(app) (P(app,AB)) did not. Inhibition of P-gp efflux revealed that P-gp-mediated efflux had no effect on R123 or doxorubicin P(app,AB), but enhanced R123 and doxorubicin P(app,BA). In calcium-free medium, R123 P(app,AB) increased 15-fold, indicating intercellular junctions are a barrier to R123 absorption. CLSM of R123 fluorescence during absorptive transport under normal conditions and in the presence of GW918 was identical, and was limited to paracellular space, confirming that P-gp is not a barrier to R123 absorption. CLSM revealed that R123 fluorescence during secretory transport under normal conditions and in the presence of GW918 was localized intracellularly and in paracellular space. R123 and doxorubicin uptake across Caco-2 cells basolateral membrane was saturable. CONCLUSIONS R123 absorptive transport occurs primarily by paracellular route, whereas R123 secretory transport involves influx across BL membrane mediated solely by a saturable process followed by apically directed efflux via P-gp. Doxorubicin utilizes similar transport pathways to cross Caco-2 cells.
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Affiliation(s)
- Matthew D Troutman
- Division of Drug Delivery and Disposition, School of Pharmacy, the University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
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Katz HI, Gupta AK. Oral antifungal drug interactions: a mechanistic approach to understanding their cause. Dermatol Clin 2003; 21:543-63, viii. [PMID: 12956207 DOI: 10.1016/s0733-8635(03)00037-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Oral antifungal drugs are generally regarded as effective and safe when used according to their manufacturer's recommendation. However, when an oral antifungal agent is administered with certain interacting agents or classes of drugs, rare severe iatrogenic adverse experiences including death may occur. This article alerts and demystifies some of the clinically significant oral antifungal drug interactions by exploring their underlying pharmacological basis.
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Affiliation(s)
- H Irving Katz
- Department of Dermatology, University of Minnesota, 420 Delaware Street SE., MMC 98, Minneapolis, MN 55455, USA.
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Weiss J, Dormann SMG, Martin-Facklam M, Kerpen CJ, Ketabi-Kiyanvash N, Haefeli WE. Inhibition of P-glycoprotein by newer antidepressants. J Pharmacol Exp Ther 2003; 305:197-204. [PMID: 12649369 DOI: 10.1124/jpet.102.046532] [Citation(s) in RCA: 242] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Pharmacokinetic drug-drug interactions often occur at the level of P-glycoprotein (Pgp). To study possible interactions caused by the newer antidepressants we investigated citalopram, fluoxetine, fluvoxamine, paroxetine, reboxetine, sertraline, and venlafaxine and their major metabolites desmethylcitalopram, norfluoxetine, paroxetine-metabolite (paroxetine-M), desmethylsertraline, N-desmethylvenlafaxine, and O-desmethylvenlafaxine for their ability to inhibit Pgp. Pgp inhibition was studied by a fluorometric assay using calcein-acetoxymethylester as Pgp substrate and two different cell systems: L-MDR1 cells (model for human Pgp) and primary porcine brain capillary endothelial cells (pBCECs, model for the blood-brain barrier). Both cell systems proved to be suitable for the evaluation of Pgp inhibitory potency of drugs. All antidepressants tested except O-desmethylvenlafaxine showed Pgp inhibitory activity with sertraline, desmethylsertraline, and paroxetine being the most potent, comparable with the well known Pgp inhibitor quinidine. In L-MDR1 cells fluoxetine, norfluoxetine, fluvoxamine, reboxetine, and paroxetine-M revealed intermediate Pgp inhibition and citalopram, desmethylcitalopram, venlafaxine, and N-desmethylvenlafaxine were only weak inhibitors. The ranking order was similar in pBCECs. The fact that some of the compounds tested exert Pgp inhibitor effects at similar concentrations as quinidine suggests that pharmacokinetic drug-drug interactions between the newer antidepressants and Pgp substrates should now be thoroughly studied in vivo.
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Affiliation(s)
- Johanna Weiss
- Department of Internal Medicine VI, Clinical Pharmacology, and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany.
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Stenberg P, Bergström CAS, Luthman K, Artursson P. Theoretical predictions of drug absorption in drug discovery and development. Clin Pharmacokinet 2002; 41:877-99. [PMID: 12190333 DOI: 10.2165/00003088-200241110-00005] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
The clinical development of new drugs is often terminated because of unfavourable pharmacokinetic properties such as poor intestinal absorption after oral administration. Intestinal permeability and solubility are two of the most important factors that determine the absorption properties of a compound. Efficient and reliable computational models that predict these properties as early as possible in drug discovery and development are therefore desirable. In this review, we first discuss the implementation of predictive models of intestinal drug permeability and solubility in drug discovery and development. Secondly, we discuss the mechanisms of intestinal drug permeability and computational methods that can be used to predict it. We then discuss factors influencing drug solubility and models for predicting it. We finally speculate that once these and other predictive computational models are implemented in drug discovery and development, these processes will become much more effective. Further, an increased fraction of drug candidates that are less likely to fail during clinical development will be selected.
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Affiliation(s)
- Patric Stenberg
- Department of Pharmaceutics, Uppsala Biomedical Center, Uppsala University, Uppsala, Sweden
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28
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Chiou WL, Wu TC, Ma C, Jeong HY. Enhanced oral bioavailability of docetaxel by coadministration of cyclosporine: quantitation and role of P-glycoprotein. J Clin Oncol 2002; 20:1951-2; author reply 1952. [PMID: 11919259 DOI: 10.1200/jco.2002.20.7.1951] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Abstract
Drug selection is now widely viewed as an important and relatively new, yet largely unsolved, bottleneck in the drug discovery and development process. In order to achieve an efficient selection process, high quality, rapid, predictive and correlative ADME models are required in order for them to be confidently used to support critical financial decisions. Systems that can be relied upon to accurately predict performance in humans have not existed, and decisions have been made using tools whose capabilities could not be verified until candidates went to clinical trial, leading to the high failure rates historically observed. However, with the sequencing of the human genome, advances in proteomics, the anticipation of the identification of a vastly greater number of potential targets for drug discovery, and the potential of pharmacogenomics to require individualized evaluation of drug kinetics as well as drug effects, there is an urgent need for rapid and accurately computed pharmacokinetic properties.
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Affiliation(s)
- George M Grass
- LION bioscience, 9880 Campus Point Drive, San Diego, CA 92121, USA
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