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Xia H, Wu H, Chen J, Xu X, Tan W, Xu RA. Inhibitory effect of imperatorin on dabrafenib metabolism in vitro and in vivo. Chem Biol Interact 2024; 399:111131. [PMID: 38964639 DOI: 10.1016/j.cbi.2024.111131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 06/21/2024] [Accepted: 07/01/2024] [Indexed: 07/06/2024]
Abstract
Dabrafenib is a BRAF inhibitor that has been demonstrated to be efficacious in the treatment of melanoma and non-small-cell lung cancer patients with BRAF V600E mutations. The objective of this study was to investigate the effects of 51 traditional Chinese medicines on the metabolism of dabrafenib and to further investigate the inhibitory effect of imperatorin. The quantification of dabrafenib and its metabolite hydroxy-dabrafenib was carried out using a sensitive, rapid, and accurate assay method based on ultra performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS). The results of in vitro experiments showed that 20 drugs inhibited the metabolism of dabrafenib by more than 80 %. In a further study of imperatorin on dabrafenib, the half-maximal inhibitory concentration (IC50) values of imperatorin on dabrafenib were 0.22 μM and 3.68 μM in rat liver microsomes (RLM) and human liver microsomes (HLM), respectively, while the inhibition mechanisms were non-competitive and mixed type inhibition, respectively. The results of in vivo experiments demonstrated that in the presence of imperatorin, the AUC(0-t), AUC(0-∞), Cmax, and Tmax of dabrafenib were increased by 2.38-, 2.26-, 1.05-, and 6.10-fold, respectively, while CLz/F was decreased by 67.9 %. In addition, Tmax of hydroxy-dabrafenib was increased by 1.4-fold. The results of the research showed that imperatorin had a consistent inhibitory effect on dabrafenib in vitro and in vivo. When the concurrent use of dabrafenib and imperatorin is unavoidable, clinicians should closely monitor for potential adverse events and make timely adjustments to the administered dosage.
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Affiliation(s)
- Hailun Xia
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Hualu Wu
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jie Chen
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xinhao Xu
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Wei Tan
- The Third Affiliated Hospital of Chongqing Medical University (Gener Hospital), Chongqing, China.
| | - Ren-Ai Xu
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China; Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
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2
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Kulkarni AM, Gayam PKR, Aranjani JM. Advances in Understanding and Management of Erdheim-Chester Disease. Life Sci 2024; 348:122692. [PMID: 38710283 DOI: 10.1016/j.lfs.2024.122692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/13/2024] [Accepted: 05/03/2024] [Indexed: 05/08/2024]
Abstract
Erdheim Chester Disease (ECD) is a rare histiocytic disorder marked by infiltration of organs with CD68+ histiocytes. ECD stems from mutations of BRAF and MAP2K1 in hematopoietic stem and progenitor cells (HSPCs), which further differentiate into monocytes and histiocytes. Histopathology reveals lipid-containing histiocytes, which test positive for CD68 and CD133 in immunohistochemistry. Signs and symptoms vary and depend on the organ/s of manifestation. Definitive radiological results associated with ECD include hairy kidney, coated aorta, and cardiac pseudotumor. Treatment options primarily include anti-cytokine therapy and inhibitors of BRAF and MEK signaling.
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Affiliation(s)
- Aniruddha Murahar Kulkarni
- Department of Pharmaceutical Biotechnology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Prasanna Kumar Reddy Gayam
- Department of Pharmaceutical Biotechnology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Jesil Mathew Aranjani
- Department of Pharmaceutical Biotechnology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India.
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3
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Di Paolo V, Ferrari FM, Veronese D, Poggesi I, Quintieri L. A genetic algorithm-based approach for the prediction of metabolic drug-drug interactions involving CYP2C8 or CYP2B6. J Pharmacol Toxicol Methods 2024; 127:107516. [PMID: 38777239 DOI: 10.1016/j.vascn.2024.107516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/14/2024] [Accepted: 05/16/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND AND OBJECTIVES A genetic algorithm (GA) approach was developed to predict drug-drug interactions (DDIs) caused by cytochrome P450 2C8 (CYP2C8) inhibition or cytochrome P450 2B6 (CYP2B6) inhibition or induction. Nighty-eight DDIs, obtained from published in vivo studies in healthy volunteers, have been considered using the area under the plasma drug concentration-time curve (AUC) ratios (i.e., ratios of AUC of the drug substrate administered in combination with a DDI perpetrator to AUC of the drug substrate administered alone) to describe the extent of DDI. METHODS The following parameters were estimated in this approach: the contribution ratios (CRCYP2B6 and CRCYP2C8, i.e., the fraction of the dose metabolized via CYP2B6 or CYP2C8, respectively) and the inhibitory or inducing potency of the perpetrator drug (IRCYP2B6, IRCYP2C8 and ICCYP2B6, for inhibition of CYP2B6 and CYP2C8, and induction of CYP2B6, respectively). The workflow consisted of three main phases. First, the initial estimates of the parameters were estimated through GA. Then, the model was validated using an external validation. Finally, the parameter values were refined via a Bayesian orthogonal regression using all data. RESULTS The AUC ratios of 5 substrates, 11 inhibitors and 19 inducers of CYP2B6, and the AUC ratios of 19 substrates and 23 inhibitors of CYP2C8 were successfully predicted by the developed methodology within 50-200% of observed values. CONCLUSIONS The approach proposed in this work may represent a useful tool for evaluating the suitable doses of a CYP2C8 or CYP2B6 substrates co-administered with perpetrators.
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Affiliation(s)
- Veronica Di Paolo
- Laboratory of Drug Metabolism, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Padova, Italy.
| | | | - Davide Veronese
- Laboratory of Drug Metabolism, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Padova, Italy
| | - Italo Poggesi
- Clinical Pharmacology, Modeling and Simulation, GlaxoSmithKline S.p.A., Verona, Italy
| | - Luigi Quintieri
- Laboratory of Drug Metabolism, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Padova, Italy.
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Ismail MA, Abusaif MS, El-Gaby MSA, Ammar YA, Ragab A. A new class of anti-proliferative activity and apoptotic inducer with molecular docking studies for a novel of 1,3-dithiolo[4,5- b]quinoxaline derivatives hybrid with a sulfonamide moiety. RSC Adv 2023; 13:12589-12608. [PMID: 37101951 PMCID: PMC10123497 DOI: 10.1039/d3ra01635h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 04/10/2023] [Indexed: 04/28/2023] Open
Abstract
A new series of 6-(pyrrolidin-1-ylsulfonyl)-[1,3]dithiolo[4,5-b]quinoxaline-2-ylidines 10a-f, 12, 14, 16, and 18 were designed, synthesized, and evaluated for their in vitro anticancer activity. The structures of the novel compounds were systematically characterized by 1H NMR, 13C NMR, and elemental analysis. The synthesized derivatives were evaluated for their in vitro antiproliferative activity against three human cancer cell lines (HepG-2, HCT-116, and MCF-7) with more sensitivity to MCF-7. Moreover, three derivatives 10c, 10f, and 12 were the most promising candidates with sub-micromole values. These derivatives were further evaluated against MDA-MB-231, and the results displayed significant IC50 values ranging from 2.26 ± 0.1 to 10.46 ± 0.8 μM and showed low cellular cytotoxicity against WI-38. Surprisingly, the most active derivative 12 revealed sensitivity towards the breast cell lines MCF-7 (IC50 = 3.82 ± 0.2 μM) and MDA-MB-231 (IC50 = 2.26 ± 0.1 μM) compared with doxorubicin (IC50 = 4.17 ± 0.2 and 3.18 ± 0.1 M). Cell cycle analysis showed that compound 12 arrests and inhibits the growth of MCF-7 cells in the S phase with values of 48.16% compared with the untreated control 29.79% and exhibited a significantly higher apoptotic effect in MCF-7 with a value of 42.08% compared to control cell at 1.84%. Furthermore, compound 12 decreased Bcl-2 protein 0.368-fold and activation on pro-apoptotic genes Bax and P53 by 3.97 and 4.97 folds, respectively, in MCF-7 cells. Compound 12 exhibited higher inhibitory activity to EGFRWt, EGFRL858R, and VEGFR-2 with IC50 values (0.19 ± 0.009, 0.026 ± 0.001, and 0.42 ± 0.021 μM) compared with erlotinib (IC50 = 0.037 ± 0.002 and 0.026 ± 0.001 μM) and sorafenib (IC50 = 0.035 ± 0.002 μM). Finally, in silico ADMET prediction presented that 1,3-dithiolo[4,5-b]quinoxaline derivative 12 obeys the Lipinski rule of five and the Veber rule with no PAINs alarms and moderately soluble properties. Additionally, toxicity prediction revealed that compound 12 demonstrated inactivity to hepatotoxic carcinogenicity, immunotoxicity, mutagenicity, and cytotoxicity. Moreover, molecular docking studies showed good binding affinity with lower binding energy inside the active site of Bcl-2 (PDB: 4AQ3), EGFR (PDB: 1M17), and VEGFR (PDB: 4ASD).
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Affiliation(s)
- Mostafa A Ismail
- Chemistry Department, Faculty of Science, Al-Azhar University Assiut 71524 Egypt
| | - Moustafa S Abusaif
- Chemistry Department, Faculty of Science (Boys), Al-Azhar University Nasr City Cairo 11884 Egypt
| | - Mohamed S A El-Gaby
- Chemistry Department, Faculty of Science (Boys), Al-Azhar University Nasr City Cairo 11884 Egypt
| | - Yousry A Ammar
- Chemistry Department, Faculty of Science (Boys), Al-Azhar University Nasr City Cairo 11884 Egypt
| | - Ahmed Ragab
- Chemistry Department, Faculty of Science (Boys), Al-Azhar University Nasr City Cairo 11884 Egypt
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Vuong NN, Hammond D, Kontoyiannis DP. Clinical Uses of Inhaled Antifungals for Invasive Pulmonary Fungal Disease: Promises and Challenges. J Fungi (Basel) 2023; 9:jof9040464. [PMID: 37108918 PMCID: PMC10146217 DOI: 10.3390/jof9040464] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/08/2023] [Accepted: 04/09/2023] [Indexed: 04/29/2023] Open
Abstract
The role of inhaled antifungals for prophylaxis and treatment of invasive fungal pneumonias remains undefined. Herein we summarize recent clinically relevant literature in high-risk groups such as neutropenic hematology patients, including those undergoing stem cell transplant, lung and other solid transplant recipients, and those with sequential mold lung infections secondary to viral pneumonias. Although there are several limitations of the available data, inhaled liposomal amphotericin B administered 12.5 mg twice weekly could be an alternative method of prophylaxis in neutropenic populations at high risk for invasive fungal pneumonia where systemic triazoles are not tolerated. In addition, inhaled amphotericin B has been commonly used as prophylaxis, pre-emptive, or targeted therapy for lung transplant recipients but is considered as a secondary alternative for other solid organ transplant recipients. Inhaled amphotericin B seems promising as prophylaxis in fungal pneumonias secondary to viral pneumonias, influenza, and SARS CoV-2. Data remain limited for inhaled amphotericin for adjunct treatment, but the utility is feasible.
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Affiliation(s)
- Nancy N Vuong
- Division of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Danielle Hammond
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Dimitrios P Kontoyiannis
- Department of Infectious Disease, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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Malnoë D, Fardel O, Le Corre P. Involvement of Transporters in Intestinal Drug-Drug Interactions of Oral Targeted Anticancer Drugs Assessed by Changes in Drug Absorption Time. Pharmaceutics 2022; 14:pharmaceutics14112493. [PMID: 36432682 PMCID: PMC9696196 DOI: 10.3390/pharmaceutics14112493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/08/2022] [Accepted: 11/11/2022] [Indexed: 11/21/2022] Open
Abstract
(1) Background: Oral targeted anticancer drugs are victims of presystemic pharmacokinetic drug−drug interactions (DDI). Identification of the nature of these DDIs, i.e., enzyme-based or/and transporter-based, is challenging, since most of these drugs are substrates of intestinal and/or hepatic cytochrome P-450 enzymes and of intestinal membrane transporters. (2) Methods: Variations in mean absorption time (MAT) between DDIs and control period (MAT ratios < 0.77 or >1.30) have been proposed to implicate transporters in DDIs at the intestinal level. This methodology has been applied to a large set of oral targeted anticancer drugs (n = 54, involved in 77 DDI studies), from DDI studies available either in the international literature and/or in publicly accessible FDA files. (3) Results: Significant variations in MAT were evidenced in 33 DDI studies, 12 of which could be explained by modulation of an efflux transporter. In 21 DDI studies, modulation of efflux transporters could not explain the MAT variation, suggesting a possible relevant role of influx transporters in the intestinal absorption. (4) Conclusions: This methodology allows one to suggest the involvement of intestinal transporters in DDIs, and should be used in conjunction with in vitro methodologies to help understanding the origin of DDIs.
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Affiliation(s)
- David Malnoë
- Pôle Pharmacie, Service Hospitalo-Universitaire de Pharmacie, CHU de Rennes, 35033 Rennes, France
- Laboratoire de Biopharmacie et Pharmacie Clinique, Faculté de Pharmacie, Université de Rennes 1, 35043 Rennes, France
- Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail)—UMR_S 1085, 35000 Rennes, France
| | - Olivier Fardel
- Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail)—UMR_S 1085, 35000 Rennes, France
| | - Pascal Le Corre
- Pôle Pharmacie, Service Hospitalo-Universitaire de Pharmacie, CHU de Rennes, 35033 Rennes, France
- Laboratoire de Biopharmacie et Pharmacie Clinique, Faculté de Pharmacie, Université de Rennes 1, 35043 Rennes, France
- Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail)—UMR_S 1085, 35000 Rennes, France
- Correspondence:
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Inhibition of CYP2C8 by Acyl Glucuronides of Gemfibrozil and Clopidogrel: Pharmacological Significance, Progress and Challenges. Biomolecules 2022; 12:biom12091218. [PMID: 36139056 PMCID: PMC9496539 DOI: 10.3390/biom12091218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/27/2022] [Accepted: 08/30/2022] [Indexed: 11/24/2022] Open
Abstract
The lipid-regulating drug gemfibrozil is a useful medication for reducing high cholesterol and triglycerides in the blood. In addition to oxidation, it undergoes extensive glucuronidation to produce gemfibrozil acyl glucuronide, which is a known mechanism-based inactivator of cytochrome P450 (CYP) 2C8. Such selective and time-dependent inhibition results in clinically important drug–drug interactions (DDI) with the drugs metabolized by CYP2C8. Similarly, the acyl glucuronide of clopidogrel, a widely used antiplatelet agent, is a potent time-dependent inhibitor of CYP2C8 that demonstrated significant DDI with the substrates of CYP2C8. Current progress in atomic-level understanding mostly involves studying how different drugs bind and undergo oxidation in the active site of CYPs. It is not clear how an acyl glucuronide metabolite of the drug gemfibrozil or clopidogrel interacts in the active site of CYP2C8 and selectively inhibit the enzyme. This mini-review summarizes the current knowledge on some of the important clinical DDI caused by gemfibrozil and clopidogrel due to the inhibition of CYP2C8 by acyl glucuronide metabolites of these drugs. Importantly, it examines recent developments and potential applications of structural biology tools to elucidate the binding and orientation of gemfibrozil acyl glucuronide and clopidogrel acyl glucuronide in the active site near heme that contributes to the inhibition and inactivation of CYP2C8.
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Rivera-Concepcion J, Uprety D, Adjei AA. Challenges in the Use of Targeted Therapies in NSCLC. Cancer Res Treat 2022; 54:315-329. [PMID: 35209703 PMCID: PMC9016301 DOI: 10.4143/crt.2022.078] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 02/16/2022] [Indexed: 11/21/2022] Open
Abstract
Precision oncology has fundamentally changed how we diagnose and treat cancer. In recent years, there has been a significant change in the management of patients with oncogene-addicted advanced-stage non–small cell lung cancer (NSCLC). Increasing amounts of identifiable oncogene drivers have led to the development of molecularly targeted drugs. Undoubtedly, the future of thoracic oncology is shifting toward increased molecular testing and the use of targeted therapies. For the most part, these novel drugs have proven to be safe and effective. As with all great innovations, targeted therapies pose unique challenges. Drug toxicities, resistance, access, and costs are some of the expected obstacles that will need to be addressed. This review highlights some of the major challenges in the use of targeted therapies in NSCLC and provides guidance for the future strategies.
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Wang Z, Wang X, Wang Z, Fan X, Yan M, Jiang L, Xia Y, Cao J, Liu Y. Prediction of Drug-Drug Interaction Between Dabrafenib and Irinotecan via UGT1A1-Mediated Glucuronidation. Eur J Drug Metab Pharmacokinet 2022; 47:353-361. [PMID: 35147853 DOI: 10.1007/s13318-021-00740-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/21/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Dabrafenib and irinotecan are two drugs that can be utilized to treat melanoma. A previous in vivo study has shown that dabrafenib enhances the antitumor activity of irinotecan in a xenograft model with unclear mechanism. OBJECTIVES This study aims to investigate the inhibition of dabrafenib on SN-38 (the active metabolite of irinotecan) glucuronidation, trying to elucidate the possible mechanism underlying the synergistic effect and to provide a basis for further development and optimization of this combination in clinical research. METHODS Recombinant human uridine diphosphate glucuronosyltransferase 1A1 (UGT1A1) and human liver microsomes (HLMs) were employed to catalyze the glucuronidation of SN-38 in vitro. Inhibition kinetic analysis and quantitative prediction study were combined to predict drug-drug interaction (DDI) potential in vivo. RESULTS Dabrafenib noncompetitively inhibited SN-38 glucuronidation in pooled HLMs and recombinant UGT1A1 with unbound inhibitor constant (Ki,u) values of 12.43 ± 0.28 and 3.89 ± 0.40 μM, respectively. Based on the in vitro Ki,u value and estimation of kinetic parameters, dabrafenib administered at 150 mg twice daily may result in about a 1-2% increase in the area under the curve (AUC) of SN-38 in vivo. However, the ratios of intra-enterocyte concentration of dabrafenib to Ki,u ([I]gut/Ki,u) are 2.73 and 8.72 in HLMs and recombinant UGT1A1, respectively, indicating a high risk of intestinal DDI when dabrafenib was used in combination with irinotecan. CONCLUSION Dabrafenib is a potent noncompetitive inhibitor of UGT1A1 and may bring potential risk of DDI when combined with irinotecan.
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Affiliation(s)
- Zhe Wang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Xiaoyu Wang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Zhen Wang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Xiaoyu Fan
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Mingrui Yan
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Lili Jiang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Yangliu Xia
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China
| | - Jun Cao
- Department of Occupational and Environmental Health, Dalian Medical University, No. 9 W. Lvshun South Road, Dalian, 116044, China.
| | - Yong Liu
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Liaodongwan New District, Panjin, 124221, China.
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Mechanistically Coupled PK (MCPK) Model to Describe Enzyme Induction and Occupancy Dependent DDI of Dabrafenib Metabolism. Pharmaceutics 2022; 14:pharmaceutics14020310. [PMID: 35214043 PMCID: PMC8875124 DOI: 10.3390/pharmaceutics14020310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 01/21/2022] [Accepted: 01/25/2022] [Indexed: 12/04/2022] Open
Abstract
Dabrafenib inhibits the cell proliferation of metastatic melanoma with the oncogenic BRAF(V600)-mutation. However, dabrafenib monotherapy is associated with pERK reactivation, drug resistance, and consequential relapse. A clinical drug-dose determination study shows increased pERK levels upon daily administration of more than 300 mg dabrafenib. To clarify whether such elevated drug concentrations could be reached by long-term drug accumulation, we mechanistically coupled the pharmacokinetics (MCPK) of dabrafenib and its metabolites. The MCPK model is qualitatively based on in vitro and quantitatively on clinical data to describe occupancy-dependent CYP3A4 enzyme induction, accumulation, and drug–drug interaction mechanisms. The prediction suggests an eight-fold increase in the steady-state concentration of potent desmethyl-dabrafenib and its inactive precursor carboxy-dabrafenib within four weeks upon 150 mg b.d. dabrafenib. While it is generally assumed that a higher dose is not critical, we found experimentally that a high physiological dabrafenib concentration fails to induce cell death in embedded 451LU melanoma spheroids.
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Dabrafenib inhibits ABCG2 and cytochrome P450 isoenzymes; potential implications for combination anticancer therapy. Toxicol Appl Pharmacol 2021; 434:115797. [PMID: 34780725 DOI: 10.1016/j.taap.2021.115797] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/08/2021] [Accepted: 11/10/2021] [Indexed: 11/21/2022]
Abstract
Dabrafenib is a BRAF inhibitor used in combination treatment of malignant melanoma and non-small cell lung carcinoma. In this study, we aimed to characterize its interactions with cytochrome P450 (CYP) isoenzymes and ATP-binding cassette (ABC) efflux transporters that have critical impact on the pharmacokinetics of drugs and play a role in drug resistance development. Using accumulation assays, we showed that dabrafenib inhibited ABCG2 and, less potently, ABCB1 transporter. We also confirmed dabrafenib as a CYP2C8, CYP2C9, CYP3A4, and CYP3A5 inhibitor. Importantly, inhibition of ABCG2 and CYP3A4 by dabrafenib led to the potentiation of cytotoxic effects of mitoxantrone and docetaxel toward respective resistant cell lines in drug combination studies. On the contrary, the synergistic effect was not consistently observed in ABCB1-expressing models. We further demonstrated that mRNA levels of ABCB1, ABCG2, ABCC1, and CYP3A4 were increased after 24 h and 48 h exposure to dabrafenib. Overall, our data confirm dabrafenib as a drug frequently and potently interacting with ABC transporters and CYP isoenzymes. This feature should be addressed with caution when administering dabrafenib to patients with polypharmacy but also could be utilized advantageously when designing new dabrafenib-containing drug combinations to improve the therapeutic outcome in drug-resistant cancer.
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Di Paolo V, Ferrari FM, Poggesi I, Quintieri L. A Quantitative Approach to the Prediction of Drug-Drug Interactions Mediated by Cytochrome P450 2C8 Inhibition. Expert Opin Drug Metab Toxicol 2021; 17:1345-1352. [PMID: 34720033 DOI: 10.1080/17425255.2021.1998453] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Ohno and Colleagues proposed an approach for predicting drug-drug interactions (DDIs) mediated by cytochrome P450 (CYP) 3A4 based on the use of the ratio of the inhibited to non-inhibited area under the plasma concentration time curve (AUC) of substrates to estimate the fraction of the dose metabolized via CYP3A4 (contribution ratio, CR) and the in vivo inhibitory potency of a perpetrator (inhibition ratio, IR). This study evaluated the performance of this approach on DDIs mediated by CYP2C8 inhibitors. RESEARCH DESIGN AND METHODS Initial estimates of CR and IR of CYP2C8 substrates and inhibitors were calculated for 33 DDI in vivo studies. The approach was externally validated with 17 additional studies. Bayesian orthogonal regression was used to refine the estimates of the parameters. Assessment of prediction success was conducted by plotting observed versus predicted AUC ratios. RESULTS Final estimates of CRs and IRs were obtained for 19 CYP2C8 substrates and 23 inhibitors, respectively. The method demonstrated good predictive capacity, with only two values outside of the prespecified limits. CONCLUSIONS The approach may help to adapt dose regimens for CYP2C8 substrates when given in combination with CYP2C8 inhibitors and to map the potential DDIs of new molecular entities.
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Affiliation(s)
- Veronica Di Paolo
- Laboratory of Drug Metabolism, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Padova, Italy
| | | | - Italo Poggesi
- Department Clinical Pharmacology and Pharmacometrics, Janssen-Cilag S.p.A, Cologno Monzese, Italy
| | - Luigi Quintieri
- Laboratory of Drug Metabolism, Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Padova, Italy
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Molenaar-Kuijsten L, Van Balen DEM, Beijnen JH, Steeghs N, Huitema ADR. A Review of CYP3A Drug-Drug Interaction Studies: Practical Guidelines for Patients Using Targeted Oral Anticancer Drugs. Front Pharmacol 2021; 12:670862. [PMID: 34526892 PMCID: PMC8435708 DOI: 10.3389/fphar.2021.670862] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 08/06/2021] [Indexed: 11/13/2022] Open
Abstract
Many oral anticancer drugs are metabolized by CYP3A. Clinical drug-drug interaction (DDI) studies often only examine the effect of strong CYP3A inhibitors and inducers. The effect of moderate or weak inhibitors or inducers can be examined using physiologically based pharmacokinetic simulations, but data from these simulations are not always available early after approval of a drug. In this review we provide recommendations for clinical practice on how to deal with DDIs of oral anticancer drugs if only data from strong CYP3A inhibitors or inducers is available. These recommendations were based on reviewed data of oral anticancer drugs primarily metabolized by CYP3A and approved for the treatment of solid tumors from January 1st, 2013 to December 31st, 2015. In addition, three drugs that were registered before the new EMA guideline was issued (i.e., everolimus, imatinib, and sunitinib), were reviewed. DDIs are often complex, but if no data is available from moderate CYP3A inhibitors/inducers, a change in exposure of 50% compared with strong inhibitors/inducers can be assumed. No a priori dose adaptations are indicated for weak inhibitors/inducers, because their interacting effect is small. In case pharmacologically active metabolites are involved, the metabolic pathway, the ratio of the parent to the metabolites, and the potency of the metabolites should be taken into account.
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Affiliation(s)
- Laura Molenaar-Kuijsten
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Dorieke E M Van Balen
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Jos H Beijnen
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands.,Department of Pharmaceutical Sciences, Utrecht University, Utrecht, Netherlands
| | - Neeltje Steeghs
- Department of Medical Oncology and Clinical Pharmacology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Alwin D R Huitema
- Department of Pharmacy & Pharmacology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands.,Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.,Department of Pharmacology, Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
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Fahmy A, Hopkins AM, Sorich MJ, Rowland A. Evaluating the utility of therapeutic drug monitoring in the clinical use of small molecule kinase inhibitors: a review of the literature. Expert Opin Drug Metab Toxicol 2021; 17:803-821. [PMID: 34278936 DOI: 10.1080/17425255.2021.1943357] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Introduction: Orally administered small molecule kinase inhibitors (KI) are a key class of targeted anti-cancer medicines that have contributed substantially to improved survival outcomes in patients with advanced disease. Since the introduction of KIs in 2001, there has been a building body of evidence that the benefit derived from these drugs may be further enhanced by individualizing dosing on the basis of concentration.Areas covered: This review considers the rationale for individualized KI dosing and the requirements for robust therapeutic drug monitoring (TDM). Current evidence supporting TDM-guided KI dosing is presented and critically evaluated, and finally potential approaches to address translational challenges for TDM-guided KI dosing and alternate approaches to support individualization of KI dosing are discussed.Expert opinion: Intuitively, the individualization of KI dosing through an approach such as TDM-guided dosing has great potential to enhance the effectiveness and tolerability of these drugs. However, based on current literature evidence it is unrealistic to propose that TDM-guided KI dosing should be routinely implemented into clinical practice.
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Affiliation(s)
- Alia Fahmy
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Ashley M Hopkins
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Michael J Sorich
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Andrew Rowland
- College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
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15
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Yin H, Wang Z, Wang X, Lv X, Fan X, Yan M, Jia Y, Jiang L, Cao J, Liu Y. Inhibition of human UDP-glucuronosyltransferase enzyme by Dabrafenib: Implications for drug-drug interactions. Biomed Chromatogr 2021; 35:e5205. [PMID: 34192355 DOI: 10.1002/bmc.5205] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 05/30/2021] [Accepted: 06/19/2021] [Indexed: 12/14/2022]
Abstract
Dabrafenib is a novel small molecule tyrosine kinase inhibitor (TKI) which is used to treat metastatic melanoma. The aim of this research was to survey the effects of dabrafenib on human UDP-glucuronosyltransferases (UGTs) and to evaluate the risk of drug-drug interactions (DDIs). The formation rates for 4-methylumbelliferone (4-MU) glucuronide and trifluoperazine-glucuronide in 12 recombinant human UGT isoforms with or without dabrafenib were measured and HPLC was used to investigate the inhibitory effects of dabrafenib on UGTs. Inhibition kinetic studies were also conducted. In vitro-in vivo extrapolation approaches were further used to predict the risk of DDI potentials of dabrafenib via inhibition of UGTs. Our data indicated that dabrafenib had a broad inhibitory effect on 4-MU glucuronidation by inhibiting the activities of UGTs, especially on UGT1A1, UGT1A7, UGT1A8, and UGT1A9, and dabrafenib could increase the area under the curve of co-administered drugs. Dabrafenib is a strong inhibitor of several UGTs and the co-administration of dabrafenib with drugs primarily metabolized by UGT1A1, 1A7, 1A8 or 1A9 may induce potential DDIs.
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Affiliation(s)
- Hang Yin
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Zhe Wang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Xiaoyu Wang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Xin Lv
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Xiaoyu Fan
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Mingrui Yan
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Yanyan Jia
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Lili Jiang
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
| | - Jun Cao
- Department of Occupational and Environmental Health, Dalian Medical University, Dalian, China
| | - Yong Liu
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, Panjin, China
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16
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Dabrafenib and trametinib exposure-efficacy and tolerance in metastatic melanoma patients: a pharmacokinetic-pharmacodynamic real-life study. Cancer Chemother Pharmacol 2021; 88:427-437. [PMID: 34057572 DOI: 10.1007/s00280-021-04299-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 05/15/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE Dabrafenib plus trametinib combination has greatly improved survival in BRAFV600mut metastatic melanoma patients. However, data regarding the influence of pharmacokinetic markers in real-life patients are lacking. In this study, we aimed to explore dabrafenib and trametinib pharmacokinetic impact on progression-free survival (PFS), duration of response (DOR) or all grades treatment-related adverse events (ARAE) occurrence in routine care patients. METHODS BRAFV600mut metastatic melanoma patients initiating standard doses of dabrafenib 150 mg BID plus trametinib 2 mg QD were included. Clinical data were collected via the French biobank MelBase, prospectively enrolling unresectable stage III or IV melanoma. Clinical response evaluation, ARAE reporting and dabrafenib and trametinib plasma quantification were performed. Association of individual Bayesian-estimated pharmacokinetic markers (AUC0-τ and Ctrough) and baseline clinical variables with DOR, PFS, clinical response, and ARAE was then assessed. RESULTS Fifty patients (comprising 4 AJCC stage IIIc and 46 stage IV) were included. Median PFS reached 11.4 months, and overall response rate 70%. Fifty percent of patients experienced ARAE (G3 n = 10, G4 n = 0). In univariate analysis, median dabrafenib Ctrough within intermediate range was associated with a significantly higher PFS (HR [95% CI] = 0.41 [0.18; 0.91], p = 0.029) and DOR (HR [95% CI] = 0.39 [0.16; 0.94], p = 0.024), and association with DOR remained significant in multivariate analysis (HR [95% CI] = 0.34 [0.12; 0.95], p = 0.040). Trametinib pharmacokinetic markers were significantly higher in patients experiencing ARAE compared to patients without ARAE. CONCLUSION In this study, exposure-efficacy and tolerance analysis highlighted the interest of therapeutic drug monitoring to optimize therapeutic management in BRAFV600mut metastatic melanoma patients based on trough concentrations of dabrafenib and trametinib.
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Nebot N, Won CS, Moreno V, Muñoz-Couselo E, Lee DY, Gasal E, Bouillaud E. Evaluation of the Effects of Repeat-Dose Dabrafenib on the Single-Dose Pharmacokinetics of Rosuvastatin (OATP1B1/1B3 Substrate) and Midazolam (CYP3A4 Substrate). Clin Pharmacol Drug Dev 2021; 10:1054-1063. [PMID: 33932130 PMCID: PMC8453865 DOI: 10.1002/cpdd.937] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 02/17/2021] [Indexed: 12/26/2022]
Abstract
Dabrafenib is an oral BRAF kinase inhibitor approved for the treatment of various BRAF V600 mutation–positive solid tumors. In vitro observations suggesting cytochrome P450 (CYP) 3A induction and organic anion transporting polypeptide (OATP) inhibition prompted us to evaluate the effect of dabrafenib 150 mg twice daily on the pharmacokinetics of midazolam 3 mg (CYP3A substrate) and rosuvastatin 10 mg (OATP1B1/1B3 substrate) in a clinical phase 1, open‐label, fixed‐sequence study in patients with BRAF V600 mutation–positive tumors. Repeat dabrafenib dosing resulted in a 2.56‐fold increase in rosuvastatin maximum observed concentration (Cmax), an earlier time to Cmax, but only a 7% increase in area under the concentration‐time curve from time 0 (predose) extrapolated to infinite time. Midazolam Cmax and AUC extrapolated to infinite time decreased by 47% and 65%, respectively, with little effect on time to Cmax. No new safety findings were reported. Exposure of drugs that are CYP3A4 substrates is likely to decrease when coadministered with dabrafenib. Concentrations of medicinal products that are sensitive OATP1B1/1B3 substrates may increase during the absorption phase.
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Affiliation(s)
- Noelia Nebot
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey, USA
| | - Christina S Won
- Novartis Institutes for BioMedical Research, East Hanover, New Jersey, USA
| | - Victor Moreno
- START Madrid-FJD, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Eva Muñoz-Couselo
- VHIO - Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Dung-Yang Lee
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey, USA
| | - Eduard Gasal
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey, USA
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Hakkola J, Hukkanen J, Turpeinen M, Pelkonen O. Inhibition and induction of CYP enzymes in humans: an update. Arch Toxicol 2020; 94:3671-3722. [PMID: 33111191 PMCID: PMC7603454 DOI: 10.1007/s00204-020-02936-7] [Citation(s) in RCA: 159] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 10/12/2020] [Indexed: 12/17/2022]
Abstract
The cytochrome P450 (CYP) enzyme family is the most important enzyme system catalyzing the phase 1 metabolism of pharmaceuticals and other xenobiotics such as herbal remedies and toxic compounds in the environment. The inhibition and induction of CYPs are major mechanisms causing pharmacokinetic drug–drug interactions. This review presents a comprehensive update on the inhibitors and inducers of the specific CYP enzymes in humans. The focus is on the more recent human in vitro and in vivo findings since the publication of our previous review on this topic in 2008. In addition to the general presentation of inhibitory drugs and inducers of human CYP enzymes by drugs, herbal remedies, and toxic compounds, an in-depth view on tyrosine-kinase inhibitors and antiretroviral HIV medications as victims and perpetrators of drug–drug interactions is provided as examples of the current trends in the field. Also, a concise overview of the mechanisms of CYP induction is presented to aid the understanding of the induction phenomena.
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Affiliation(s)
- Jukka Hakkola
- Research Unit of Biomedicine, Pharmacology and Toxicology, University of Oulu, POB 5000, 90014, Oulu, Finland.,Biocenter Oulu, University of Oulu, Oulu, Finland.,Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Janne Hukkanen
- Biocenter Oulu, University of Oulu, Oulu, Finland.,Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Miia Turpeinen
- Research Unit of Biomedicine, Pharmacology and Toxicology, University of Oulu, POB 5000, 90014, Oulu, Finland.,Administration Center, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi Pelkonen
- Research Unit of Biomedicine, Pharmacology and Toxicology, University of Oulu, POB 5000, 90014, Oulu, Finland.
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19
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Abstract
Dabrafenib is a potent and selective inhibitor of BRAF-mutant kinase that is approved, as monotherapy or in combination with trametinib (mitogen-activated protein kinase (MAPK) kinase (MEK) inhibitor), for unresectable or metastatic BRAF-mutated melanoma, advanced non-small cell lung cancer and anaplastic thyroid cancer harbouring the BRAFV600E mutation. The recommended dose of dabrafenib is 150 mg twice daily (bid) under fasted conditions. After single oral administration of the recommended dose, the absolute oral bioavailability (F) of dabrafenib is 95%. Dabrafenib shows a time-dependent increase in apparent clearance (CL/F) following multiple doses, which is likely due to induction of its own metabolism through cytochrome P450 (CYP) 3A4. Therefore, steady state is reached only after 14 days of daily dose administration. Moreover, the extent of this auto-induction process is dependent on the dose, which explains why dabrafenib systemic exposure at steady state increases less than dose proportionally over the dose range of 75-300 mg bid. The main elimination route of dabrafenib is the oxidative metabolism via CYP3A4/2C8 and biliary excretion. Among the three major metabolites identified, hydroxy-dabrafenib appears to contribute to the pharmacological activity. Age, sex and body weight did not have any clinically significant influence on plasma exposure to dabrafenib. No dose adjustment is needed for patients with mild renal or hepatic impairment, whereas the impacts of severe impairment on dabrafenib pharmacokinetics remain unknown. Considering that dabrafenib is a substrate of CYP3A4/2C8 and is a CYP3A4/2B6/2C inducer, drug-drug interactions are expected with dabrafenib. The relationship between clinical outcomes and plasma exposure to dabrafenib and hydroxy-dabrafenib should be investigated more deeply.
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20
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Henderson CJ, Kapelyukh Y, Scheer N, Rode A, McLaren AW, MacLeod AK, Lin D, Wright J, Stanley LA, Wolf CR. An Extensively Humanized Mouse Model to Predict Pathways of Drug Disposition and Drug/Drug Interactions, and to Facilitate Design of Clinical Trials. Drug Metab Dispos 2019; 47:601-615. [PMID: 30910785 PMCID: PMC6505380 DOI: 10.1124/dmd.119.086397] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Accepted: 03/04/2019] [Indexed: 02/06/2023] Open
Abstract
Species differences in drug metabolism and disposition can confound the extrapolation of in vivo PK data to man and also profoundly compromise drug efficacy studies owing to differences in pharmacokinetics, in metabolites produced (which are often pharmacologically active), and in differential activation of the transcription factors constitutive androstane receptor (CAR) and pregnane X receptor (PXR), which regulate the expression of such enzymes as P450s and drug transporters. These differences have gained additional importance as a consequence of the use of genetically modified mouse models for drug-efficacy testing and also patient-derived xenografts to predict individual patient responses to anticancer drugs. A number of humanized mouse models for cytochrome P450s, CAR, and PXR have been reported. However, the utility of these models has been compromised by the redundancy in P450 reactions across gene families, whereby the remaining murine P450s can metabolize the compounds being tested. To remove this confounding factor and create a mouse model that more closely reflects human pathways of drug disposition, we substituted 33 murine P450s from the major gene families involved in drug disposition, together with Car and Pxr, for human CAR, PXR, CYP1A1, CYP1A2, CYP2C9, CYP2D6, CYP3A4, and CYP3A7. We also created a mouse line in which 34 P450s were deleted from the mouse genome. Using model compounds and anticancer drugs, we demonstrated how these mouse lines can be applied to predict drug-drug interactions in patients and discuss here their potential application in the more informed design of clinical trials and the personalized treatment of cancer.
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Affiliation(s)
- C J Henderson
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - Y Kapelyukh
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - N Scheer
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - A Rode
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - A W McLaren
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - A K MacLeod
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - D Lin
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - J Wright
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - L A Stanley
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
| | - C R Wolf
- Systems Medicine, School of Medicine, University of Dundee, Jacqui Wood Cancer Centre, Ninewells Hospital, Dundee, United Kingdom (C.J.H., Y.K., C.R.W., A.M., K.M., D.L.); Taconic Biosciences Inc., Rensselaer, New York (N.S., A.R.); Independent Consultant, Putley, Ledbury, Herts, United Kingdom (J.W.); and Independent Consultant, Linlithgow, West Lothian, United Kingdom (L.A.S.)
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Clairet AL, Boiteux-Jurain M, Curtit E, Jeannin M, Gérard B, Nerich V, Limat S. Interaction between phytotherapy and oral anticancer agents: prospective study and literature review. Med Oncol 2019; 36:45. [PMID: 30993543 DOI: 10.1007/s12032-019-1267-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 03/26/2019] [Indexed: 12/23/2022]
Abstract
Cancer is becoming more prevalent in elderly patient. Due to polypharmacy, older adults with cancer are predisposed to drug-drug interactions. There is also an increasing interest in the use of complementary and alternative medicine (CAM). Thirty to seventy percent of patients with cancer have used CAM. Through pharmaceutical counseling sessions, we can provide advices on herb-drug interactions (HDI). All the patients seen in pharmaceutical counseling sessions were prospectively included. Information was collected during these sessions: prescribed medication (oral anticancer agents (OAA) and other drugs), CAM (phytotherapy especially), and use of over-the-counter (OTC) drugs. If pharmacist considered an interaction or an intervention clinically relevant, the oncologist was notified. Then, a literature review was realized to identify the potential HDI (no interactions, precautions for use, contraindication). Among 201 pharmacist counseling sessions, it resulted in 104 interventions related to 46 HDI, 28 drug-drug interactions and 30 others (wrong dosage, omission…). To determine HDI, we review 73 medicinal plants which are used by our patients with cancer and 31 OAA. A total of 1829 recommendations were formulated about 59 (75%) medical plants and their interaction with an OAA. Herb-drug interactions should not be ignored by healthcare providers in their management of cancer patients in daily practice.
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Affiliation(s)
- Anne-Laure Clairet
- Department of Pharmacy, University Hospital of Besançon, 25000, Besançon, France
- Univ. Bourgogne Franche-Comté, INSERM, EFS BFC, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, 25000, Besançon, France
| | - Marie Boiteux-Jurain
- Department of Pharmacy, University Hospital of Besançon, 25000, Besançon, France
| | - Elsa Curtit
- Univ. Bourgogne Franche-Comté, INSERM, EFS BFC, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, 25000, Besançon, France
- Department of Medical Oncology, University Hospital of Besançon, 25000, Besançon, France
| | - Marie Jeannin
- Department of Pharmacy, University Hospital of Besançon, 25000, Besançon, France
| | - Blandine Gérard
- Department of Pharmacy, University Hospital of Besançon, 25000, Besançon, France
| | - Virginie Nerich
- Department of Pharmacy, University Hospital of Besançon, 25000, Besançon, France.
- Univ. Bourgogne Franche-Comté, INSERM, EFS BFC, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, 25000, Besançon, France.
| | - Samuel Limat
- Department of Pharmacy, University Hospital of Besançon, 25000, Besançon, France
- Univ. Bourgogne Franche-Comté, INSERM, EFS BFC, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, 25000, Besançon, France
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Clinical Pharmacokinetic and Pharmacodynamic Considerations in the (Modern) Treatment of Melanoma. Clin Pharmacokinet 2019; 58:1029-1043. [DOI: 10.1007/s40262-019-00753-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Badowski ME, Burton B, Shaeer KM, Dicristofano J. Oral oncolytic and antiretroviral therapy administration: dose adjustments, drug interactions, and other considerations for clinical use. Drugs Context 2019; 8:212550. [PMID: 30815023 PMCID: PMC6383448 DOI: 10.7573/dic.212550] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 12/03/2018] [Accepted: 12/04/2018] [Indexed: 12/19/2022] Open
Abstract
The rise in non-AIDS defining cancers (NADCs) is emerging as a leading cause of death for HIV and cancer patients. To address this, current literature and guidelines suggest the continuation of antiretroviral therapy (ART) with oral oncolytic agents to prevent adverse complications associated with HIV disease progression. However, such an approach has the potential for drug-drug interactions and adverse events for patients on such therapy. Further, recommendations on how to adjust these medications, when used concomitantly, are limited. As such, our purpose is to evaluate existing literature through such means as drug databases (e.g. Micromedex, Lexi-Comp, etc.) and package inserts along with PubMed/Medline, Embase, and Google Scholar databases to develop a reference tool for providers to utilize when there is a decision to treat a patient with ART and oral oncolytic agents concurrently. Our findings suggest that there are many drug interactions that should be taken into consideration with dual therapy. Metabolism is a key determinant of dose adjustment, and many oncolytic agents and ART agents must have their dose adjusted as such. Most notably, several tyrosine kinase inhibitors require dose increases when used with non-nucleoside reverse transcriptase inhibitors (NNRTIs) but must be decreased when used concomitantly with protease inhibitors (PIs) and cobicistat. Further findings suggest that certain agents should not be used together, which include, but are not limited to, such combinations as bosutinib with NNRTIs, cobicistat, or PIs; idelalisib with maraviroc or PIs; neratinib with NNRTIs, cobicistat, or PIs; and venetoclax with NNRTIs. Overall, the most prominent oncolytic drug interactions were discovered when such agents were used concomitantly with PIs, cobicistat-boosted elvitegravir, or NNRTIs. Future studies are necessary to further evaluate the use of these agents together in disease therapy to generate absolute evidence of such findings. However, from the studies evaluated, much evidence exists to suggest that concomitant therapy is not without drug interactions. As such, clinical decisions regarding concomitant therapy should be evaluated in which the risk and benefit of dual therapy are assessed. Dose adjustments must be made accordingly and in consultation with both HIV and oncology clinicians and pharmacists to reduce the risk for adverse outcomes and disease progression for those with cancer and HIV/AIDS.
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Affiliation(s)
- Melissa E Badowski
- Section of Infectious Diseases Pharmacotherapy, Department of Pharmacy Practice, University of Illinois at Chicago, College of Pharmacy, Chicago, IL, USA
| | | | - Kristy M Shaeer
- Department of Pharmacy Practice, University of South Florida, College of Pharmacy, Tampa, FL, USA
| | - John Dicristofano
- University of Illinois at Chicago, College of Pharmacy, Chicago, IL, USA
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Pharmacokinetic and cytokine profiles of melanoma patients with dabrafenib and trametinib-induced pyrexia. Cancer Chemother Pharmacol 2019; 83:693-704. [DOI: 10.1007/s00280-019-03780-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 01/13/2019] [Indexed: 02/07/2023]
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Hussaarts KGAM, Veerman GDM, Jansman FGA, van Gelder T, Mathijssen RHJ, van Leeuwen RWF. Clinically relevant drug interactions with multikinase inhibitors: a review. Ther Adv Med Oncol 2019; 11:1758835918818347. [PMID: 30643582 PMCID: PMC6322107 DOI: 10.1177/1758835918818347] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 10/17/2018] [Indexed: 12/11/2022] Open
Abstract
Multikinase inhibitors (MKIs), including the tyrosine kinase inhibitors (TKIs), have rapidly become an established factor in daily (hemato)-oncology practice. Although the oral route of administration offers improved flexibility and convenience for the patient, challenges arise in the use of MKIs. As MKIs are prescribed extensively, patients are at increased risk for (severe) drug–drug interactions (DDIs). As a result of these DDIs, plasma pharmacokinetics of MKIs may vary significantly, thereby leading to high interpatient variability and subsequent risk for increased toxicity or a diminished therapeutic outcome. Most clinically relevant DDIs with MKIs concern altered absorption and metabolism. The absorption of MKIs may be decreased by concomitant use of gastric acid-suppressive agents (e.g. proton pump inhibitors) as many kinase inhibitors show pH-dependent solubility. In addition, DDIs concerning drug (uptake and efflux) transporters may be of significant clinical relevance during MKI therapy. Furthermore, since many MKIs are substrates for cytochrome P450 isoenzymes (CYPs), induction or inhibition with strong CYP inhibitors or inducers may lead to significant alterations in MKI exposure. In conclusion, DDIs are of major concern during MKI therapy and need to be monitored closely in clinical practice. Based on the current knowledge and available literature, practical recommendations for management of these DDIs in clinical practice are presented in this review.
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Affiliation(s)
- Koen G A M Hussaarts
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - G D Marijn Veerman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Frank G A Jansman
- Department of Clinical Pharmacy, Deventer Hospital, Deventer, The Netherlands
| | - Teun van Gelder
- Department of Hospital Pharmacy, Erasmus MC, Rotterdam, The Netherlands
| | - Ron H J Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
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Haraldsdottir S, Janku F, Poi M, Timmers C, Geyer S, Schaaf LJ, Sexton J, Wei L, Thurmond J, Velez-Bravo V, Stepanek VM, Bertino EM, Kendra K, Mortazavi A, Subbiah V, Phelps M, Shah MH. Phase I Trial of Dabrafenib and Pazopanib in BRAF Mutated Advanced Malignancies. JCO Precis Oncol 2018; 2:1-19. [DOI: 10.1200/po.17.00247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose Several tumor types carry BRAF mutations and vascular endothelial growth factor pathway upregulation. Resistance mechanisms to BRAF inhibitors can include platelet-derived growth factor-β upregulation. Dabrafenib, a BRAF inhibitor, and pazopanib, a multikinase inhibitor that targets vascular endothelial growth factor and platelet-derived growth factor, have not been combined previously. This phase I study was designed to evaluate the safety, pharmacokinetics, and pharmacodynamics of the combination. Patients and Methods Patients with any advanced BRAF mutated malignancy with adequate organ function were eligible. Prior use of dabrafenib or pazopanib was not allowed. Dosages started at dabrafenib 50 mg twice a day and pazopanib 400 mg daily on dose level (DL) 1, with maximum dosages of 150 mg twice a day and 800 mg daily on DL5. Pharmacokinetics and BRAF V600E plasma clone were measured, and efficacy was evaluated by imaging and tumor markers every 8 weeks. Results Twenty-three patients with 11 different tumor histologies were enrolled in five DLs. Two dose-limiting toxicities were observed—a grade 3 bowel perforation on DL3 and grade 3 arthralgia on DL5. Common drug-related adverse events included nausea (52%), skin papules (43%), diarrhea (39%), hand-foot syndrome (30%), anemia (26%), rash (22%), vomiting (22%), hypophosphatemia (22%), and transaminitis (22%). Five patients (22%) experienced a partial response, including low-grade ovarian serous carcinoma, thyroid cancer, and glioblastoma multiforme, and two patients (appendiceal and thyroid cancer) had stable disease > 6 months. Pharmacokinetic measurements revealed pazopanib levels < 17.5 μg/mL in 80% of treated patients at steady state, particularly at DL5. BRAF V600E plasma copies correlated with response and progression. Conclusion Combination dabrafenib and pazopanib had no unexpected toxicities, and durable partial responses were observed at DL3 or greater. Dose escalation beyond DL5 may be considered as pazopanib levels were suboptimal as a result of drug interaction with dabrafenib.
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Affiliation(s)
- Sigurdis Haraldsdottir
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Filip Janku
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Ming Poi
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Cynthia Timmers
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Susan Geyer
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Larry J. Schaaf
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Jennifer Sexton
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Lai Wei
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Jennifer Thurmond
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Vivianne Velez-Bravo
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Vanda M. Stepanek
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Erin M. Bertino
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Kari Kendra
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Amir Mortazavi
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Vivek Subbiah
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Mitch Phelps
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
| | - Manisha H. Shah
- Sigurdis Haraldsdottir, Ming Poi, Cynthia Timmers, Susan Geyer, Larry J. Schaaf, Jennifer Sexton, Lai Wei, Jennifer Thurmond, Erin M. Bertino, Kari Kendra, Amir Mortazavi, Mitch Phelps, and Manisha H. Shah, Ohio State University Medical Center, Columbus, OH; Sigurdis Haraldsdottir, Stanford University, Stanford, CA; Filip Janku, Vivianne Velez-Bravo, Vanda M. Stepanek, and Vivek Subbiah, University of Texas MD Anderson Cancer Center, Houston, TX; and Susan Geyer, University of South Florida, Tampa, FL
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Gazzé G. Combination therapy for metastatic melanoma: a pharmacist's role, drug interactions & complementary alternative therapies. Melanoma Manag 2018; 5:MMT07. [PMID: 30459938 PMCID: PMC6240885 DOI: 10.2217/mmt-2017-0026] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 04/17/2018] [Indexed: 02/08/2023] Open
Abstract
The incidence of metastatic melanoma has been increasing dramatically over the last decades. Yet, there have been many new innovative therapies, such as targeted therapies and checkpoint inhibitors, which have made progress in survival for these patients. The oncology pharmacist is part of the healthcare team and can help in optimizing these newer therapies. There will be discussion about combination therapies, the oncology pharmacist's role, and issues at the core of his interest, such as drug interactions and complementary and alternative therapies.
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Affiliation(s)
- Gabriel Gazzé
- McGill University Health Center – Royal Victoria Hospital, 1001, boul. Decarie, Montreal, Quebec, H4A 3J1 Canada
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Quantification of the next-generation oral anti-tumor drugs dabrafenib, trametinib, vemurafenib, cobimetinib, pazopanib, regorafenib and two metabolites in human plasma by liquid chromatography-tandem mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1083:124-136. [DOI: 10.1016/j.jchromb.2018.02.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 01/04/2018] [Accepted: 02/07/2018] [Indexed: 12/22/2022]
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Abstract
Melanoma is a major public health problem. In recent years, it has been shown that melanoma can be characterized by specific oncogenes mutations such as the BRAF mutation, leading to the development of new therapeutic drugs. Dabrafenib is an inhibitor of BRAF, approved as a first-line treatment of metastatic or unresectable stage 3 or 4 melanoma with the BRAF mutation. Few studies have evaluated the drug interaction potential of dabrafenib. This molecule is an enzyme inducer that increases the synthesis of drug-metabolizing enzymes, including CYP3A4, CYP2B6, CYP2C8, CYP2C9, CYP2C19, and UGT enzymes. Accordingly, the plasma concentrations of drugs metabolized by these enzymes are decreased. The decrease in plasma concentrations may cause a reduction or even loss of the clinical effect of these drugs. Many drugs metabolized by these enzymes may be affected, especially midazolam, warfarin, or rifampicin. However, interactions with immunosuppressants have not been described. Everolimus and tacrolimus are two immunosuppressive drugs metabolized by CYP3A4. We report a case of drug interaction between dabrafenib and immunosuppressive drugs (everolimus, tacrolimus), observed in a transplanted heart patient, requiring dosage adjustment of its immunosuppressive treatment to avoid graft rejection.
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Nebot N, Arkenau HT, Infante JR, Chandler JC, Weickhardt A, Lickliter JD, Sarantopoulos J, Gordon MS, Mak G, St-Pierre A, Tang L, Mookerjee B, Carson SW, Hayes S, Grossmann KF. Evaluation of the effect of dabrafenib and metabolites on QTc interval in patients with BRAF V600-mutant tumours. Br J Clin Pharmacol 2018; 84:764-775. [PMID: 29243287 DOI: 10.1111/bcp.13488] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 11/01/2017] [Accepted: 11/28/2017] [Indexed: 01/01/2023] Open
Abstract
AIMS The effect of repeat oral supratherapeutic dosing of the BRAF inhibitor dabrafenib on QTc interval was assessed in patients with BRAF V600-mutant tumours. METHODS Part 1 of this phase 1, multicentre, 2-part study (BRF113773/NCT01738451) assessed safety/tolerability of dabrafenib 225 or 300 mg twice daily (BID) to inform part 2 dosing. Patients in part 2 received dabrafenib-matched placebo on day -1, single-dose dabrafenib 300 mg on day 1, 300 mg BID on days 2 to 7, and 300 mg on day 8 (morning), followed by 24-h Holter electrocardiographic monitoring and pharmacokinetics sample collection each dose day. Pharmacokinetics/pharmacodynamics analysis assessed combined dabrafenib and metabolite effects on QTc interval. RESULTS Part 1 (n = 12) determined supratherapeutic dosing, 300 mg BID, for part 2. Thirty-one patients completed part 2. Mean maximum ΔΔQTcF occurred on day 8, 10 h postdose (2.86 msec; 90% CI, -1.36 to 7.07). Categorical analysis showed no placebo and dabrafenib outliers (increase >60 msec; QTcF >500 msec). Day 1 dabrafenib 300 mg Cmax and AUC(0-∞) were ≈ 2-fold higher than with single-dose 150 mg. Day 8 AUC(0-τ) with 300 mg BID was ≈ 2.7-fold higher than with 150 mg BID. Dabrafenib metabolites showed similar trends. Pharmacokinetics/pharmacodynamics modelling/simulation showed that median QTc increase was <5 msec (upper 90% CI, <10 msec). No unexpected toxicities occurred with supratherapeutic dosing. CONCLUSION Repeat oral supratherapeutic dabrafenib 300 mg BID dosing had no clinically relevant effect on QTc interval, with no new safety signals seen.
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Affiliation(s)
- Noelia Nebot
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, 07936, USA
| | | | | | | | - Andrew Weickhardt
- Olivia Newton-John Cancer Wellness and Research Centre, Austin Health, Heidelberg, Australia
| | | | - John Sarantopoulos
- Institute for Drug Development, Cancer Therapy and Research Center at The University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Michael S Gordon
- Pinnacle Oncology Hematology/HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
| | - Gabriel Mak
- Sarah Cannon Research Institute UK, London, W1G 6AD, UK
| | | | - Lihua Tang
- Novartis Pharmaceuticals Corporation, Morrisville, NC, USA
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Rousset M, Dutriaux C, Bosco-Lévy P, Prey S, Pham-Ledard A, Dousset L, Gérard E, Bouchet S, Canal-Raffin M, Titier K, Molimard M. Trough dabrafenib plasma concentrations can predict occurrence of adverse events requiring dose reduction in metastatic melanoma. Clin Chim Acta 2017; 472:26-29. [DOI: 10.1016/j.cca.2017.07.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 07/11/2017] [Accepted: 07/11/2017] [Indexed: 10/19/2022]
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Simple and cost-effective liquid chromatography-mass spectrometry method to measure dabrafenib quantitatively and six metabolites semi-quantitatively in human plasma. Anal Bioanal Chem 2017; 409:3749-3756. [PMID: 28429064 PMCID: PMC5427163 DOI: 10.1007/s00216-017-0316-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 03/06/2017] [Accepted: 03/14/2017] [Indexed: 01/07/2023]
Abstract
Dabrafenib is an inhibitor of BRAF V600E used for treating metastatic melanoma but a majority of patients experience adverse effects. Methods to measure the levels of dabrafenib and major metabolites during treatment are needed to allow development of individualized dosing strategies to reduce the burden of such adverse events. In this study, an LC-MS/MS method capable of measuring dabrafenib quantitatively and six metabolites semi-quantitatively is presented. The method is fully validated with regard to dabrafenib in human plasma in the range 5–5000 ng/mL. The analytes were separated on a C18 column after protein precipitation and detected in positive electrospray ionization mode using a Xevo TQ triple quadrupole mass spectrometer. As no commercial reference standards are available, the calibration curve of dabrafenib was used for semi-quantification of dabrafenib metabolites. Compared to earlier methods the presented method represents a simpler and more cost-effective approach suitable for clinical studies. Combined multi reaction monitoring transitions of dabrafenib and metabolites in a typical case sample. ![]()
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Atkinson V, Long GV, Menzies AM, McArthur G, Carlino MS, Millward M, Roberts-Thomson R, Brady B, Kefford R, Haydon A, Cebon J. Optimizing combination dabrafenib and trametinib therapy in BRAF mutation-positive advanced melanoma patients: Guidelines from Australian melanoma medical oncologists. Asia Pac J Clin Oncol 2016; 12 Suppl 7:5-12. [PMID: 27905182 DOI: 10.1111/ajco.12656] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BRAF mutations occur commonly in metastatic melanomas and inhibition of mutant BRAF and the downstream kinase MEK results in rapid tumor regression and prolonged survival in patients. Combined therapy with BRAF and MEK inhibition improves response rate, progression free survival and overall survival compared with single agent BRAF inhibition, and reduces the skin toxicity that is seen with BRAF inhibitor monotherapy. However, this combination is associated with an increase in other toxicities, particularly drug-related pyrexia, which affects approximately 50% of patients treated with dabrafenib and trametinib (CombiDT). We provide guidance on managing adverse events likely to arise during treatment with combination BRAF and MEK inhibition with CombiDT: pyrexia, skin conditions, fatigue; and discuss management of CombiDT during surgery and radiotherapy. By improving tolerability and in particular preventing unnecessary treatment cessations or reduction in drug exposure, best outcomes can be achieved for patients undergoing CombiDT therapy.
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Affiliation(s)
- Victoria Atkinson
- Princess Alexandra Hospital, Greenslopes Private Hospital and University of Queensland, Brisbane, Queensland, Australia
| | - Georgina V Long
- Melanoma Institute Australia, Royal North Shore and Mater Hospitals, The University of Sydney, Sydney, New South Wales, Australia
| | - Alexander M Menzies
- Melanoma Institute Australia, Royal North Shore and Mater Hospitals, The University of Sydney, Sydney, New South Wales, Australia
| | - Grant McArthur
- Peter MacCallum Cancer Centre and Cabrini Health, Melbourne, Victoria, Australia
| | | | - Michael Millward
- School of Medicine and Pharmacology, University of Western Australia and Sir Charles Gairdner Hospital, Perth, Western Australia, Australia
| | | | - Benjamin Brady
- Peter MacCallum Cancer Centre and Cabrini Health, Melbourne, Victoria, Australia
| | - Richard Kefford
- Westmead Hospital and Macquarie University, Sydney, New South Wales, Australia
| | | | - Jonathan Cebon
- Olivia Newton John Cancer Wellness & Research Centre, Austin Health Melbourne, Victoria, Australia
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Tornio A, Neuvonen PJ, Niemi M, Backman JT. Role of gemfibrozil as an inhibitor of CYP2C8 and membrane transporters. Expert Opin Drug Metab Toxicol 2016; 13:83-95. [PMID: 27548563 DOI: 10.1080/17425255.2016.1227791] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
INTRODUCTION Cytochrome P450 (CYP) 2C8 is a drug metabolizing enzyme of major importance. The lipid-lowering drug gemfibrozil has been identified as a strong inhibitor of CYP2C8 in vivo. This effect is due to mechanism-based inhibition of CYP2C8 by gemfibrozil 1-O-β-glucuronide. In vivo, gemfibrozil is a fairly selective CYP2C8 inhibitor, which lacks significant inhibitory effect on other CYP enzymes. Gemfibrozil can, however, have a smaller but clinically meaningful inhibitory effect on membrane transporters, such as organic anion transporting polypeptide 1B1 and organic anion transporter 3. Areas covered: This review describes the inhibitory effects of gemfibrozil on CYP enzymes and membrane transporters. The clinical drug interactions caused by gemfibrozil and the different mechanisms contributing to the interactions are reviewed in detail. Expert opinion: Gemfibrozil is a useful probe inhibitor of CYP2C8 in vivo, but its effect on membrane transporters has to be taken into account in study design and interpretation. Moreover, gemfibrozil could be used to boost the pharmacokinetics of CYP2C8 substrate drugs. Identification of gemfibrozil 1-O-β-glucuronide as a potent mechanism-based inhibitor of CYP2C8 has led to recognition of glucuronide metabolites as perpetrators of drug-drug interactions. Recently, also acyl glucuronide metabolites of clopidogrel and deleobuvir have been shown to strongly inhibit CYP2C8.
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Affiliation(s)
- Aleksi Tornio
- a Department of Clinical Pharmacology , University of Helsinki and Helsinki University Hospital , Helsinki , Finland
| | - Pertti J Neuvonen
- a Department of Clinical Pharmacology , University of Helsinki and Helsinki University Hospital , Helsinki , Finland
| | - Mikko Niemi
- a Department of Clinical Pharmacology , University of Helsinki and Helsinki University Hospital , Helsinki , Finland
| | - Janne T Backman
- a Department of Clinical Pharmacology , University of Helsinki and Helsinki University Hospital , Helsinki , Finland
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Backman JT, Filppula AM, Niemi M, Neuvonen PJ. Role of Cytochrome P450 2C8 in Drug Metabolism and Interactions. Pharmacol Rev 2016; 68:168-241. [PMID: 26721703 DOI: 10.1124/pr.115.011411] [Citation(s) in RCA: 142] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
During the last 10-15 years, cytochrome P450 (CYP) 2C8 has emerged as an important drug-metabolizing enzyme. CYP2C8 is highly expressed in human liver and is known to metabolize more than 100 drugs. CYP2C8 substrate drugs include amodiaquine, cerivastatin, dasabuvir, enzalutamide, imatinib, loperamide, montelukast, paclitaxel, pioglitazone, repaglinide, and rosiglitazone, and the number is increasing. Similarly, many drugs have been identified as CYP2C8 inhibitors or inducers. In vivo, already a small dose of gemfibrozil, i.e., 10% of its therapeutic dose, is a strong, irreversible inhibitor of CYP2C8. Interestingly, recent findings indicate that the acyl-β-glucuronides of gemfibrozil and clopidogrel cause metabolism-dependent inactivation of CYP2C8, leading to a strong potential for drug interactions. Also several other glucuronide metabolites interact with CYP2C8 as substrates or inhibitors, suggesting that an interplay between CYP2C8 and glucuronides is common. Lack of fully selective and safe probe substrates, inhibitors, and inducers challenges execution and interpretation of drug-drug interaction studies in humans. Apart from drug-drug interactions, some CYP2C8 genetic variants are associated with altered CYP2C8 activity and exhibit significant interethnic frequency differences. Herein, we review the current knowledge on substrates, inhibitors, inducers, and pharmacogenetics of CYP2C8, as well as its role in clinically relevant drug interactions. In addition, implications for selection of CYP2C8 marker and perpetrator drugs to investigate CYP2C8-mediated drug metabolism and interactions in preclinical and clinical studies are discussed.
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Affiliation(s)
- Janne T Backman
- Department of Clinical Pharmacology, University of Helsinki (J.T.B., A.M.F., M.N., P.J.N.), and Helsinki University Hospital, Helsinki, Finland (J.T.B., M.N., P.J.N.)
| | - Anne M Filppula
- Department of Clinical Pharmacology, University of Helsinki (J.T.B., A.M.F., M.N., P.J.N.), and Helsinki University Hospital, Helsinki, Finland (J.T.B., M.N., P.J.N.)
| | - Mikko Niemi
- Department of Clinical Pharmacology, University of Helsinki (J.T.B., A.M.F., M.N., P.J.N.), and Helsinki University Hospital, Helsinki, Finland (J.T.B., M.N., P.J.N.)
| | - Pertti J Neuvonen
- Department of Clinical Pharmacology, University of Helsinki (J.T.B., A.M.F., M.N., P.J.N.), and Helsinki University Hospital, Helsinki, Finland (J.T.B., M.N., P.J.N.)
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Slimano F, Roessle C, Blanc C, De Maleissye MF, Bauler S. [Updates on prevention and treatment of melanoma: Pharmacist involvements and challenges]. ANNALES PHARMACEUTIQUES FRANÇAISES 2016; 74:335-49. [PMID: 26968263 DOI: 10.1016/j.pharma.2016.01.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 01/25/2016] [Accepted: 01/27/2016] [Indexed: 02/07/2023]
Abstract
Melanoma is a skin cancer that represents an actual public health problem. Its incidence is increasing every year. Environmental risk factors have been clearly identified. Early diagnosis of a suspicious skin lesion should be possible by any health professionals because the prognosis is correlated with the evolution of the disease and the presence of metastases. The advent of new therapies in metastatic forms with the development of immunotherapies and kinases inhibitors has significantly changed the management of this disease. New therapies are available in retail pharmacies and involve health professionals out of the hospital. This article is intended for community and hospital pharmacists and summarizes recommendations for primary and secondary prevention. It updates on new targeted therapies. It wants to give advices to the community pharmacists about the effective use of those treatments for melanoma.
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Affiliation(s)
- F Slimano
- Département de pharmacie clinique, Gustave-Roussy cancer campus, 114, rue Édouard-Vaillant, 94805 Villejuif, France; Laboratoire de pharmacologie et pharmacocinétique, UFR de pharmacie, université de Reims-Champagne-Ardenne, 51, rue Cognacq-Jay, 51100 Reims, France; Unité MEDyC, UMR CNRS/URCA, université de Reims-Champagne-Ardenne, 51, rue Cognacq-Jay, 51100 Reims, France.
| | - C Roessle
- Département de pharmacie clinique, Gustave-Roussy cancer campus, 114, rue Édouard-Vaillant, 94805 Villejuif, France
| | - C Blanc
- Service de pharmacie, hôpital Ambroise-Paré, 9, avenue Charles-de-Gaulle, 92104 Boulogne-Billancourt, France
| | - M-F De Maleissye
- Service de dermatologie, hôpital Ambroise-Paré, 9, avenue Charles-de-Gaulle, 92104 Boulogne-Billancourt, France
| | - S Bauler
- Service de pharmacie, hôpital Ambroise-Paré, 9, avenue Charles-de-Gaulle, 92104 Boulogne-Billancourt, France
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Banankhah PS, Garnick KA, Greenblatt DJ. Ketoconazole-Associated Liver Injury in Drug-Drug Interaction Studies in Healthy Volunteers. J Clin Pharmacol 2016; 56:1196-202. [DOI: 10.1002/jcph.711] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Revised: 01/21/2016] [Accepted: 01/22/2016] [Indexed: 12/13/2022]
Affiliation(s)
- Peymaan S. Banankhah
- Master of Science in Biomedical Sciences Program; Tufts University School of Medicine; Boston Massachusetts USA
| | - Kyle A. Garnick
- Graduate Programs in Pharmacology and Drug Development and in Pharmacology and Experimental Therapeutics; Sackler School of Graduate Biomedical Science; Tufts University School of Medicine; Boston Massachusetts USA
| | - David J. Greenblatt
- Master of Science in Biomedical Sciences Program; Tufts University School of Medicine; Boston Massachusetts USA
- Graduate Programs in Pharmacology and Drug Development and in Pharmacology and Experimental Therapeutics; Sackler School of Graduate Biomedical Science; Tufts University School of Medicine; Boston Massachusetts USA
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