2451
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Claudio-Campos K, Duconge J, Cadilla CL, Ruaño G. Pharmacogenetics of drug-metabolizing enzymes in US Hispanics. Drug Metab Pers Ther 2016; 30:87-105. [PMID: 25431893 DOI: 10.1515/dmdi-2014-0023] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 10/02/2014] [Indexed: 12/19/2022]
Abstract
Although the Hispanic population is continuously growing in the United States, they are underrepresented in pharmacogenetic studies. This review addresses the need for compiling available pharmacogenetic data in US Hispanics, discussing the prevalence of clinically relevant polymorphisms in pharmacogenes encoding for drug-metabolizing enzymes. CYP3A5*3 (0.245-0.867) showed the largest frequency in a US Hispanic population. A higher prevalence of CYP2C9*3, CYP2C19*4, and UGT2B7 IVS1+985 A>G was observed in US Hispanic vs. non-Hispanic populations. We found interethnic and intraethnic variability in frequencies of genetic polymorphisms for metabolizing enzymes, which highlights the need to define the ancestries of participants in pharmacogenetic studies. New approaches should be integrated in experimental designs to gain knowledge about the clinical relevance of the unique combination of genetic variants occurring in this admixed population. Ethnic subgroups in the US Hispanic population may harbor variants that might be part of multiple causative loci or in linkage-disequilibrium with functional variants. Pharmacogenetic studies in Hispanics should not be limited to ascertain commonly studied polymorphisms that were originally identified in their parental populations. The success of the Personalized Medicine paradigm will depend on recognizing genetic diversity between and within US Hispanics and the uniqueness of their genetic backgrounds.
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2452
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Fisel P, Schaeffeler E, Schwab M. DNA Methylation of ADME Genes. Clin Pharmacol Ther 2016; 99:512-27. [PMID: 27061006 DOI: 10.1002/cpt.343] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 01/18/2016] [Accepted: 01/20/2016] [Indexed: 12/13/2022]
Abstract
The epigenetic regulation of expression of genes involved in the absorption, distribution, metabolism, and excretion (ADME) of drugs contributes to interindividual variability in drug response. Epigenetic mechanisms include DNA methylation, histone modifications, and miRNAs. This review systematically outlines the influence of DNA methylation on ADME gene expression and highlights the consequences for interindividual variability in drug response or drug-induced toxicity and the implications for personalized medicine.
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Affiliation(s)
- P Fisel
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany.,University of Tübingen, Tübingen, Germany
| | - E Schaeffeler
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany.,University of Tübingen, Tübingen, Germany
| | - M Schwab
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany.,Department of Clinical Pharmacology, University Hospital Tübingen, Tübingen, Germany.,Department of Pharmacy and Biochemistry, University of Tübingen, Tübingen, Germany
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2453
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Calcagno E, Durando P, Valdés ME, Franchioni L, Bistoni MDLÁ. Effects of carbamazepine on cortisol levels and behavioral responses to stress in the fish Jenynsia multidentata. Physiol Behav 2016; 158:68-75. [PMID: 26907956 DOI: 10.1016/j.physbeh.2016.02.025] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 02/15/2016] [Accepted: 02/16/2016] [Indexed: 01/04/2023]
Abstract
Carbamazepine (CBZ) is an anticonvulsant drug, prescribed worldwide for the treatment of epilepsy, bipolar disorder and trigeminal neuralgia, which has been frequently detected in aquatic environments. The objective of this study was to analyze if CBZ modifies scototaxis and shoaling behaviors and/or whole-body cortisol levels of the one-sided livebearing fish Jenynsia multidentata under stress condition. Female adults of J. multidentata were exposed to 0, 10, 50 and 200μgCBZ/L during 14days. After CBZ exposure, fish were subjected to restraint stress during 15min. Control animals were not exposed to CBZ or stress. In the light/dark preference test (scototaxis), the individuals under acute restraint stress (without CBZ) exhibited a significant increase in the mean speed and in the time spent both in the light compartment and in the bottom of the tank with respect to controls. They also showed a tendency to stay longer frozen in the light compartment. Fish exposed to 10 and 50μgCBZ/L showed a significant reduction in mean speed compared to stressed fish without CBZ. A reduction in the time spent in the bottom of the tank was also observed in fish exposed to 10μgCBZ/L. Fish exposed to 200μgCBZ/L showed a decreasing tendency in all behavioral endpoints (time spent in the light compartment, mean speed, time spent at the bottom and freezing) in comparison to stressed fish not exposed to CBZ. Considering whole-body cortisol results, fish under acute restraint stress (without CBZ) significantly increased their hormone levels with respect to the control group, while fish exposed to CBZ and acute restraint stress, significantly decreased their whole-body cortisol levels. There were no significant changes in shoaling behavior due to either stress or CBZ exposure and no significant differences in whole-body cortisol levels between experimental groups. Considering that the light/dark and shoaling tests measure different stress response behaviors regulated by different neuroendocrine systems, these results could indicate that CBZ has a differential effect on fish behavioral stress response and cortisol levels, depending on the behavioral test used and stressor applied.
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Affiliation(s)
- Emilia Calcagno
- Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Av. Vélez Sarsfield 299, X2500HUA Córdoba, Argentina
| | - Patricia Durando
- Facultad de Ciencias Agropecuarias, Universidad Nacional de Córdoba, Ing. Agr. Félix Aldo Marrone 746, X2500HUA Córdoba, Argentina.
| | - M Eugenia Valdés
- Centro de Investigaciones en Bioquímica Clínica e Inmunología (CIBICI), CONICET-UNC, Medina Allende y Haya de la Torre, Ciudad Universitaria, X2500HUA Córdoba, Argentina
| | - Liliana Franchioni
- Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Medina Allende y Haya de la Torre, Ciudad Universitaria, X2500HUA Córdoba, Argentina
| | - María de los Ángeles Bistoni
- IDEA-Instituto de Diversidad y Ecología Animal, CONICET, Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba, Av. Vélez Sarsfield 299, X2500HUA Córdoba, Argentina.
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2454
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Andersen RL, Johnson DJ, Patel JN. Personalizing supportive care in oncology patients using pharmacogenetic-driven treatment pathways. Pharmacogenomics 2016; 17:417-34. [PMID: 26871520 DOI: 10.2217/pgs.15.178] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Cancer patients frequently suffer from disease- and treatment-related pain, nausea and depression, which severely reduces patients' quality of life. It is critical that clinicians are aware of drug-gene interactions and recognize the utility of applying pharmacogenetic information to personalize and improve supportive care. Pharmacogenetic-based algorithms may enhance clinical outcomes by allowing the clinician to select the 'least genetically vulnerable' drug. This review summarizes clinically relevant drug-gene interactions and presents pharmacogenetic-driven treatment pathways for depression, nausea/vomiting and pain. Ideally, this review provides a resource for clinicians to consult when selecting pharmacotherapy for a patient who presents with limited pharmacogenetic test results, with the hope of better controlling burdensome symptoms and improving the quality of life for cancer patients.
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Affiliation(s)
- Rebecca L Andersen
- Wingate University School of Pharmacy, 515 N Main St, Wingate, NC 28174, USA
| | - Daniel J Johnson
- University of North Carolina Eshelman School of Pharmacy, CB #7355, Chapel Hill, NC 27599, USA
| | - Jai N Patel
- University of North Carolina Eshelman School of Pharmacy, CB #7355, Chapel Hill, NC 27599, USA.,Levine Cancer Institute, Carolinas HealthCare System, 1021 Morehead Medical Drive, Charlotte, NC 28204, USA
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2455
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Transcriptomic variation of pharmacogenes in multiple human tissues and lymphoblastoid cell lines. THE PHARMACOGENOMICS JOURNAL 2016; 17:137-145. [PMID: 26856248 PMCID: PMC4980276 DOI: 10.1038/tpj.2015.93] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Revised: 11/06/2015] [Accepted: 11/13/2015] [Indexed: 12/15/2022]
Abstract
Variation in the expression level and activity of genes involved in drug disposition and action (‘pharmacogenes') can affect drug response and toxicity, especially when in tissues of pharmacological importance. Previous studies have relied primarily on microarrays to understand gene expression differences, or have focused on a single tissue or small number of samples. The goal of this study was to use RNA-sequencing (RNA-seq) to determine the expression levels and alternative splicing of 389 Pharmacogenomics Research Network pharmacogenes across four tissues (liver, kidney, heart and adipose) and lymphoblastoid cell lines, which are used widely in pharmacogenomics studies. Analysis of RNA-seq data from 139 different individuals across the 5 tissues (20–45 individuals per tissue type) revealed substantial variation in both expression levels and splicing across samples and tissue types. Comparison with GTEx data yielded a consistent picture. This in-depth exploration also revealed 183 splicing events in pharmacogenes that were previously not annotated. Overall, this study serves as a rich resource for the research community to inform biomarker and drug discovery and use.
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2456
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Huang L, Zhong Y, Xiong X, Cen M, Cheng X, Wang G, Chen J, Wang S. The Disposition of Oxymatrine in the Vascularly Perfused Rat Intestine-Liver Preparation and Its Metabolism in Rat Liver Microsomes. J Pharm Sci 2016; 105:897-903. [DOI: 10.1016/j.xphs.2015.11.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Revised: 10/30/2015] [Accepted: 11/03/2015] [Indexed: 12/19/2022]
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2457
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Shah RR, Gaedigk A, LLerena A, Eichelbaum M, Stingl J, Smith RL. CYP450 genotype and pharmacogenetic association studies: a critical appraisal. Pharmacogenomics 2016; 17:259-75. [DOI: 10.2217/pgs.15.172] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Despite strong pharmacological support, association studies using genotype-predicted phenotype as a variable have yielded conflicting or inconclusive evidence to promote personalized pharmacotherapy. Unless the patient is a genotypic poor metabolizer, imputation of patient's metabolic capacity (or metabolic phenotype), a major factor in drug exposure-related clinical response, is a complex and highly challenging task because of limited number of alleles interrogated, population-specific differences in allele frequencies, allele-specific substrate-selectivity and importantly, phenoconversion mediated by co-medications and inflammatory co-morbidities that modulate the functional activity of drug metabolizing enzymes. Furthermore, metabolic phenotype and clinical outcomes are not binary functions; there is large intragenotypic and intraindividual variability. Therefore, the ability of association studies to identify relationships between genotype and clinical outcomes can be greatly enhanced by determining phenotype measures of study participants and/or by therapeutic drug monitoring to correlate drug concentrations with genotype and actual metabolic phenotype. To facilitate improved analysis and reporting of association studies, we propose acronyms with the prefixes ‘g’ (genotype-predicted phenotype) and ‘m’ (measured metabolic phenotype) to better describe this important variable of the study subjects. Inclusion of actually measured metabolic phenotype, and when appropriate therapeutic drug monitoring, promises to reveal relationships that may not be detected by using genotype alone as the variable.
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Affiliation(s)
| | - Andrea Gaedigk
- Clinical Pharmacology, Toxicology &, Therapeutic Innovation, Children's Mercy-Kansas City, 2401 Gillham Rd, Kansas City, MO 64108, USA
- School of Medicine, University of Missouri-Kansas City, MO, USA
| | - Adrián LLerena
- CICAB Clinical Research Centre, Extremadura University Hospital & Medical School, Badajoz, Spain
| | - Michel Eichelbaum
- Dr. Margarete Fischer-Bosch – Institut für Klinische Pharmakologie, 70376 Stuttgart Auerbachstr., 112 Germany
| | - Julia Stingl
- Centre for Translational Medicine, University of Bonn Medical School, Bonn, Germany
| | - Robert L Smith
- Department of Surgery & Cancer, Faculty of Medicine, Imperial College, South Kensington Campus, London, UK
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2458
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Matalová P, Urbánek K, Anzenbacher P. Specific features of pharmacokinetics in children. Drug Metab Rev 2016; 48:70-9. [DOI: 10.3109/03602532.2015.1135941] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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2459
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Asai Y, Abe T, Kitano H. [Multilevel modeling of physiological systems on PhysioDesigner]. Nihon Yakurigaku Zasshi 2016; 147:114-119. [PMID: 26860652 DOI: 10.1254/fpj.147.114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
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2460
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Liu XL, Jia QJ, Wang LN, Liu ZM, Liu H, Duan XC, Lyu XM. Roles of CYP2C19 Gene Polymorphisms in Susceptibility to POAG and Individual Differences in Drug Treatment Response. Med Sci Monit 2016; 22:310-5. [PMID: 26822491 PMCID: PMC4737058 DOI: 10.12659/msm.894868] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Background The aim of this study was to investigate the roles of cytochrome P450 2C19 (CYP2C19) polymorphisms in primary open-angle glaucoma (POAG) susceptibility and individual responses to drug treatment. Material/Methods This case-control study consisted of 93 cases with POAG and 125 controls. Polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) was used to analyze CYP2C19 single-nucleotide polymorphisms (SNPs). After timolol treatment, patients were classified into side effect (SE) group and non-side effect (NSE) group. According to drug treatment responses, patients were divided into 3 groups: excellent group (Ex) (IOP ≥8 mm Hg); utility group (Ut) (5 <IOP ≤8 mm Hg), and ineffective group (In) (IOP ≤5 mm Hg). Data analysis was performed using SPSS software. Results We found no statistical differences in the alleles and genotypes frequencies of CYP2C19 between the case group and the control group (both P>0.05). Frequencies of extensive metabolizer phenotype and poor metabolizer phenotype or poor metabolizer phenotype and intermediate metabolizer phenotype were significantly different between the SE group and NSE group (both P<0.05). The distribution of intermediate metabolizer phenotype and extensive metabolizer phenotype were significantly different among Ex group, Ut group, and In group (all P<0.05). Conclusions We found no evidence that CYP2C19 polymorphisms are associated with susceptibility to POAG. However, different CYP2C19 metabolizer phenotypes were identified and observed to have important effects on the individual differences in drug treatment response.
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Affiliation(s)
- Xiang-Long Liu
- Department of Ophthalmology, Affiliated Hospital of Beihua University, Jilin City, Jilin, China (mainland)
| | - Qiu-Ju Jia
- Department of Ophthalmology, Central Hospital of Jilin, Jilin City, Jilin, China (mainland)
| | - Li-Na Wang
- Department of Ophthalmology, China-Japan Union Hospital of Jilin University, Jilin City, Jilin, China (mainland)
| | - Zong-Ming Liu
- Department of Anesthesiology, Jilin Cancer Hospital, Changchun, Jilin, China (mainland)
| | - Hai Liu
- Department of Ophthalmology, The First People's Hospital of Yueyang, Yueyang, Hunan, China (mainland)
| | - Xuan-Chu Duan
- Department of Ophthalmology, The First People's Hospital of Yueyang, Yueyang, Hunan, China (mainland)
| | - Xue-Man Lyu
- Department of Ophthalmology, China-Japan Union Hospital of Jilin University, Jilin City, Jilin, China (mainland)
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2461
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Pellé L, Cipollini M, Tremmel R, Romei C, Figlioli G, Gemignani F, Melaiu O, De Santi C, Barone E, Elisei R, Seiser E, Innocenti F, Zanger UM, Landi S. Association between CYP2E1 polymorphisms and risk of differentiated thyroid carcinoma. Arch Toxicol 2016; 90:3099-3109. [DOI: 10.1007/s00204-016-1660-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Accepted: 01/04/2016] [Indexed: 01/01/2023]
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2462
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Djordjevic N, Milovanovic DD, Radovanovic M, Radosavljevic I, Obradovic S, Jakovljevic M, Milovanovic D, Milovanovic JR, Jankovic S. CYP1A2 genotype affects carbamazepine pharmacokinetics in children with epilepsy. Eur J Clin Pharmacol 2016; 72:439-45. [PMID: 26762380 DOI: 10.1007/s00228-015-2006-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 12/29/2015] [Indexed: 12/27/2022]
Abstract
PURPOSE The purpose of this study is to investigate the effect of two of the most important functional CYP1A2 variations -3860G > A and -163C > A on carbamazepine pharmacokinetics in Serbian pediatric epileptic patients. METHODS The study involved 40 Serbian pediatric epileptic patients on steady-state carbamazepine treatment. Genotyping for -3860G > A and -163C > A was carried out using PCR-RFLP method, and carbamazepine plasma concentrations were determined by high pressure liquid chromatography (HPLC) method. For pharmacokinetic analysis, NONMEM software with implementation of ADVAN 1 subroutine was used. RESULTS CYP1A2 polymorphism -163C > A was found at the frequency of 65.0 %, while -3860G > A was not detected. The correlation between weight-adjusted carbamazepine dose and carbamazepine concentration after dose adjustment was significant only in carriers of -163C/C and C/A genotypes (r = 0.68, p = 0.0004). The equation that described population clearance (CL) was CL (l/h) = 0.176 + 0.0484 * SEX + 0.019 * CYP1A2 + 0.000156 * DD, where SEX has a value of 1 if male and 0 if female, CYP1A2 has a value of 1 if -163A/A and 0 if -163C/C or C/A, and DD is the total carbamazepine daily dose (mg/day). CONCLUSIONS CYP1A2 -163A/A genotype influence carbamazepine pharmacokinetics. In addition to sex and total carbamazepine daily dose, -163C > A CYP1A2 polymorphism should be considered as a predictor of carbamazepine clearance.
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Affiliation(s)
- Natasa Djordjevic
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia.
| | - Dragana Dragas Milovanovic
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Marija Radovanovic
- Department of Pediatrics, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Ivan Radosavljevic
- Department of Surgery, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Slobodan Obradovic
- Department of Pediatrics, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Mihajlo Jakovljevic
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Dragan Milovanovic
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Jasmina R Milovanovic
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
| | - Slobodan Jankovic
- Department of Pharmacology and Toxicology, Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34 000, Kragujevac, Serbia
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2463
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Riffel AK, Dehghani M, Hartshorne T, Floyd KC, Leeder JS, Rosenblatt KP, Gaedigk A. CYP2D7 Sequence Variation Interferes with TaqMan CYP2D6 (*) 15 and (*) 35 Genotyping. Front Pharmacol 2016; 6:312. [PMID: 26793106 PMCID: PMC4709848 DOI: 10.3389/fphar.2015.00312] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 12/17/2015] [Indexed: 12/14/2022] Open
Abstract
TaqMan™ genotyping assays are widely used to genotype CYP2D6, which encodes a major drug metabolizing enzyme. Assay design for CYP2D6 can be challenging owing to the presence of two pseudogenes, CYP2D7 and CYP2D8, structural and copy number variation and numerous single nucleotide polymorphisms (SNPs) some of which reflect the wild-type sequence of the CYP2D7 pseudogene. The aim of this study was to identify the mechanism causing false-positive CYP2D6*15 calls and remediate those by redesigning and validating alternative TaqMan genotype assays. Among 13,866 DNA samples genotyped by the CompanionDx® lab on the OpenArray platform, 70 samples were identified as heterozygotes for 137Tins, the key SNP of CYP2D6*15. However, only 15 samples were confirmed when tested with the Luminex xTAG CYP2D6 Kit and sequencing of CYP2D6-specific long range (XL)-PCR products. Genotype and gene resequencing of CYP2D6 and CYP2D7-specific XL-PCR products revealed a CC>GT dinucleotide SNP in exon 1 of CYP2D7 that reverts the sequence to CYP2D6 and allows a TaqMan assay PCR primer to bind. Because CYP2D7 also carries a Tins, a false-positive mutation signal is generated. This CYP2D7 SNP was also responsible for generating false-positive signals for rs769258 (CYP2D6*35) which is also located in exon 1. Although alternative CYP2D6*15 and *35 assays resolved the issue, we discovered a novel CYP2D6*15 subvariant in one sample that carries additional SNPs preventing detection with the alternate assay. The frequency of CYP2D6*15 was 0.1% in this ethnically diverse U.S. population sample. In addition, we also discovered linkage between the CYP2D7 CC>GT dinucleotide SNP and the 77G>A (rs28371696) SNP of CYP2D6*43. The frequency of this tentatively functional allele was 0.2%. Taken together, these findings emphasize that regardless of how careful genotyping assays are designed and evaluated before being commercially marketed, rare or unknown SNPs underneath primer and/or probe regions can impact the performance of PCR-based genotype assays, including TaqMan. Regardless of the test platform used, it is prudent to confirm rare allele calls by an independent method.
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Affiliation(s)
- Amanda K Riffel
- Division of Clinical Pharmacology, Toxicology and Therapeutic Innovation, Children's Mercy Kansas City Kansas City, MO, USA
| | - Mehdi Dehghani
- CompanionDx® Reference LabHouston, TX, USA; Division of Oncology, Department of Internal Medicine, University of Texas Health Science Center at HoustonHouston, TX, USA
| | - Toinette Hartshorne
- Genetic Analysis, Genetic Sciences Division, Thermo Fisher Scientific South San Francisco, CA, USA
| | | | - J Steven Leeder
- Division of Clinical Pharmacology, Toxicology and Therapeutic Innovation, Children's Mercy Kansas CityKansas City, MO, USA; School of Medicine, University of Missouri-Kansas CityKansas City, MO, USA
| | - Kevin P Rosenblatt
- CompanionDx® Reference LabHouston, TX, USA; Division of Oncology, Department of Internal Medicine, University of Texas Health Science Center at HoustonHouston, TX, USA
| | - Andrea Gaedigk
- Division of Clinical Pharmacology, Toxicology and Therapeutic Innovation, Children's Mercy Kansas CityKansas City, MO, USA; School of Medicine, University of Missouri-Kansas CityKansas City, MO, USA
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2464
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Rollason V, Spahr L, Escher M. Severe liver injury due to a homemade flower pollen preparation in a patient with high CYP3A enzyme activity: a case report. Eur J Clin Pharmacol 2016; 72:507-8. [DOI: 10.1007/s00228-015-1986-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 11/22/2015] [Indexed: 10/22/2022]
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2465
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Keller R, Klein M, Thomas M, Dräger A, Metzger U, Templin MF, Joos TO, Thasler WE, Zell A, Zanger UM. Coordinating Role of RXRα in Downregulating Hepatic Detoxification during Inflammation Revealed by Fuzzy-Logic Modeling. PLoS Comput Biol 2016; 12:e1004431. [PMID: 26727233 PMCID: PMC4699813 DOI: 10.1371/journal.pcbi.1004431] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 07/05/2015] [Indexed: 12/31/2022] Open
Abstract
During various inflammatory processes circulating cytokines including IL-6, IL-1β, and TNFα elicit a broad and clinically relevant impairment of hepatic detoxification that is based on the simultaneous downregulation of many drug metabolizing enzymes and transporter genes. To address the question whether a common mechanism is involved we treated human primary hepatocytes with IL-6, the major mediator of the acute phase response in liver, and characterized acute phase and detoxification responses in quantitative gene expression and (phospho-)proteomics data sets. Selective inhibitors were used to disentangle the roles of JAK/STAT, MAPK, and PI3K signaling pathways. A prior knowledge-based fuzzy logic model comprising signal transduction and gene regulation was established and trained with perturbation-derived gene expression data from five hepatocyte donors. Our model suggests a greater role of MAPK/PI3K compared to JAK/STAT with the orphan nuclear receptor RXRα playing a central role in mediating transcriptional downregulation. Validation experiments revealed a striking similarity of RXRα gene silencing versus IL-6 induced negative gene regulation (rs = 0.79; P<0.0001). These results concur with RXRα functioning as obligatory heterodimerization partner for several nuclear receptors that regulate drug and lipid metabolism. During inflammation, circulating proinflammatory cytokines such as TNFα, IL-1ß, and IL-6, which are produced by, e.g., Kupffer cells, macrophages, or tumor cells, play important roles in hepatocellular signaling pathways and in the regulation of cellular homeostasis. In particular, these cytokines are responsible for the acute phase response (APR) but also for a dramatic reduction of drug detoxification capacity due to impaired expression of numerous genes coding for drug metabolic enzymes and transporters. Here we used high-throughput (phospho-)proteomic and gene expression data to investigate the impact of canonical signaling pathways in mediating IL-6-induced downregulation of drug metabolism related genes. We performed chemical inhibition perturbations to show that most of the IL-6 effects on gene expression are mediated through the MAPK and PI3K/AKT pathways. We constructed a prior knowledge network as basis for a fuzzy logic model that was trained with extensive gene expression data to identify critical regulatory nodes. Our results suggest that the nuclear receptor RXRα plays a central role, which was convincingly validated by RXRα gene silencing experiments. This work shows how computational modeling can support identifying decisive regulatory events from large-scale experimental data.
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Affiliation(s)
- Roland Keller
- Center for Bioinformatics Tuebingen (ZBIT), University of Tuebingen, Tuebingen, Germany
| | - Marcus Klein
- Dr. Margarete Fischer Bosch-Institute of Clinical Pharmacology, Stuttgart
- University of Tuebingen, Tuebingen, Germany
| | - Maria Thomas
- Dr. Margarete Fischer Bosch-Institute of Clinical Pharmacology, Stuttgart
- University of Tuebingen, Tuebingen, Germany
| | - Andreas Dräger
- Center for Bioinformatics Tuebingen (ZBIT), University of Tuebingen, Tuebingen, Germany
- Systems Biology Research Group, University of California, San Diego, La Jolla, California, United States of America
| | - Ute Metzger
- NMI Institute of Natural and Medical Sciences, Reutlingen, Germany
| | | | - Thomas O. Joos
- NMI Institute of Natural and Medical Sciences, Reutlingen, Germany
| | - Wolfgang E. Thasler
- Department of General, Visceral, Transplantation, Vascular and Thoracic Surgery, Hospital of the University of Munich, Munich, Germany
| | - Andreas Zell
- Center for Bioinformatics Tuebingen (ZBIT), University of Tuebingen, Tuebingen, Germany
| | - Ulrich M. Zanger
- Dr. Margarete Fischer Bosch-Institute of Clinical Pharmacology, Stuttgart
- University of Tuebingen, Tuebingen, Germany
- * E-mail:
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2466
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Cook D, Finnigan J, Cook K, Black G, Charnock S. Cytochromes P450. INSIGHTS INTO ENZYME MECHANISMS AND FUNCTIONS FROM EXPERIMENTAL AND COMPUTATIONAL METHODS 2016; 105:105-26. [DOI: 10.1016/bs.apcsb.2016.07.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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2467
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Vermet H, Raoust N, Ngo R, Esserméant L, Klieber S, Fabre G, Boulenc X. Evaluation of Normalization Methods To Predict CYP3A4 Induction in Six Fully Characterized Cryopreserved Human Hepatocyte Preparations and HepaRG Cells. Drug Metab Dispos 2016; 44:50-60. [PMID: 26467767 DOI: 10.1124/dmd.115.065581] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 10/13/2015] [Indexed: 02/13/2025] Open
Abstract
Prediction of drug-drug interactions due to cytochrome P450 isoform 3A4 (CYP3A4) overexpression is important because this CYP isoform is involved in the metabolism of about 30% of clinically used drugs from almost all therapeutic categories. Therefore, it is mandatory to attempt to predict the potential of a new compound to induce CYP3A4. Among several in vitro-in vivo extrapolation methods recently proposed in the literature, an approach using a scaling factor, called a d factor, for a given hepatocyte batch to provide extrapolation between in vitro induction data and clinical outcome has been adopted by leading health authorities. We challenged the relevance of the calibration factor determined using a set of 15 well-known clinical CYP3A4 inducers or the potent CYP3A4 inducer rifampicin only. These investigations were conducted using six batches of human hepatocytes and an established HepaRG cell line. Our findings show that use of a calibration factor is preferable for clinical predictions, as shown previously by other investigators. Moreover, the present results also suggest that the accuracy of prediction through calculation of this factor is sufficient when rifampicin is considered alone, and the use of a larger set of fully characterized CYP3A4 clinical inducers is not required. For the established HepaRG cell line, the findings obtained in three experiments using a single batch of cells show a good prediction accuracy with or without the d factor. Additional investigations with different batches of HepaRG cell lines are needed to confirm these results.
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Affiliation(s)
- Hélène Vermet
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
| | - Nathalie Raoust
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
| | - Robert Ngo
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
| | - Luc Esserméant
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
| | - Sylvie Klieber
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
| | - Gérard Fabre
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
| | - Xavier Boulenc
- Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France
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2468
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Ghanemi A. For dentists and doctors: The neglected concepts about the factors influencing the effects of drugs. Saudi Dent J 2016; 28:1-2. [PMID: 26792962 PMCID: PMC4688445 DOI: 10.1016/j.sdentj.2015.05.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Affiliation(s)
- Abdelaziz Ghanemi
- Address: Kunming Institute of Zoology, Chinese Academy of Sciences, No. 32 Jiaochang Donglu, Kunming 650223, Yunnan Province, China
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2469
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Implications of Pharmacogenetics for Antimicrobial Prescribing. Mol Microbiol 2016. [DOI: 10.1128/9781555819071.ch43] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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2470
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Activation of brain serotonergic system by repeated intracerebral administration of 5-hydroxytryptophan (5-HTP) decreases the expression and activity of liver cytochrome P450. Biochem Pharmacol 2016; 99:113-22. [DOI: 10.1016/j.bcp.2015.11.014] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 11/09/2015] [Indexed: 01/03/2023]
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2471
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Araki T, Iwazaki N, Ishiguro N, Sakamoto A, Nagata K, Ohbuchi M, Moriguchi H, Motoi M, Shinkyo R, Homma T, Sakamoto S, Iwase Y, Ise R, Nakanishi Y, Uto M, Inoue T. Requirements for human iPS cell-derived hepatocytes as an alternative to primary human hepatocytes for assessing absorption, distribution, metabolism, excretion and toxicity of pharmaceuticals. ACTA ACUST UNITED AC 2016. [DOI: 10.2131/fts.3.89] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Affiliation(s)
- Tetsuro Araki
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Non-Clinical Evaluation Expert Committee, Drug Evaluation Committee, Japan Pharmaceutical Manufacturers Association
- Laboratory for Safety Assessment and ADME, Pharmaceuticals Research Center, Asahi Kasei Pharma Corporation
| | - Norihiko Iwazaki
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- DMPK Research Laboratories, Mitsubishi Tanabe Pharma Corporation
| | - Naoki Ishiguro
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Pharmacokinetics and Non-Clinical Safety, Kobe Pharma Research Institute, Nippon Boehringer Ingelheim Co., Ltd
| | - Atsushi Sakamoto
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Pharmacokinetics and Non-Clinical Safety, Kobe Pharma Research Institute, Nippon Boehringer Ingelheim Co., Ltd
| | - Keisuke Nagata
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Drug Safety Research Laboratories, Astellas Pharma Inc
| | - Masato Ohbuchi
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Analysis & Pharmacokinetics Research Laboratories, Astellas Pharma Inc
| | - Hiroyuki Moriguchi
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Analysis & Pharmacokinetics Research Laboratories, Astellas Pharma Inc
| | - Makiko Motoi
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Drug Metabolism and Pharmacokinetics Japan, Tsukuba Research Laboratories, Eisai Co., Ltd
| | - Raku Shinkyo
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Drug Metabolism and Pharmacokinetics Japan, Tsukuba Research Laboratories, Eisai Co., Ltd
| | - Toshiki Homma
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Kissei Pharmaceutical Co., Ltd
| | - Sakae Sakamoto
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Kissei Pharmaceutical Co., Ltd
| | - Yumiko Iwase
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Non-Clinical Evaluation Expert Committee, Drug Evaluation Committee, Japan Pharmaceutical Manufacturers Association
- Mitsubishi Tanabe Pharma Corporation
| | - Ryota Ise
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Shin Nippon Biomedical Laboratories, Ltd
| | - Yasuharu Nakanishi
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Pharmacokinetics and Bioanalysis Center, Shin Nippon Biomedical Laboratories, Ltd
| | - Masahiro Uto
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Pharmacokinetics and Bioanalysis Center, Shin Nippon Biomedical Laboratories, Ltd
| | - Tomoaki Inoue
- Consortium for Safety Assessment using Human iPS Cells (CSAHi)
- Non-Clinical Evaluation Expert Committee, Drug Evaluation Committee, Japan Pharmaceutical Manufacturers Association
- Safety Assessment Department, Research Division, Chugai Pharmaceutical Co., Ltd
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2472
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Yousofshahi M, Manteiga S, Wu C, Lee K, Hassoun S. PROXIMAL: a method for Prediction of Xenobiotic Metabolism. BMC SYSTEMS BIOLOGY 2015; 9:94. [PMID: 26695483 PMCID: PMC4687097 DOI: 10.1186/s12918-015-0241-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 12/14/2015] [Indexed: 12/12/2022]
Abstract
Background Contamination of the environment with bioactive chemicals has emerged as a potential public health risk. These substances that may cause distress or disease in humans can be found in air, water and food supplies. An open question is whether these chemicals transform into potentially more active or toxic derivatives via xenobiotic metabolizing enzymes expressed in the body. We present a new prediction tool, which we call PROXIMAL (Prediction of Xenobiotic Metabolism) for identifying possible transformation products of xenobiotic chemicals in the liver. Using reaction data from DrugBank and KEGG, PROXIMAL builds look-up tables that catalog the sites and types of structural modifications performed by Phase I and Phase II enzymes. Given a compound of interest, PROXIMAL searches for substructures that match the sites cataloged in the look-up tables, applies the corresponding modifications to generate a panel of possible transformation products, and ranks the products based on the activity and abundance of the enzymes involved. Results PROXIMAL generates transformations that are specific for the chemical of interest by analyzing the chemical’s substructures. We evaluate the accuracy of PROXIMAL’s predictions through case studies on two environmental chemicals with suspected endocrine disrupting activity, bisphenol A (BPA) and 4-chlorobiphenyl (PCB3). Comparisons with published reports confirm 5 out of 7 and 17 out of 26 of the predicted derivatives for BPA and PCB3, respectively. We also compare biotransformation predictions generated by PROXIMAL with those generated by METEOR and Metaprint2D-react, two other prediction tools. Conclusions PROXIMAL can predict transformations of chemicals that contain substructures recognizable by human liver enzymes. It also has the ability to rank the predicted metabolites based on the activity and abundance of enzymes involved in xenobiotic transformation. Electronic supplementary material The online version of this article (doi:10.1186/s12918-015-0241-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mona Yousofshahi
- Department of Computer Science, Tufts University, 161 College Ave., Medford, MA, 02155, USA.
| | - Sara Manteiga
- Department of Chemical and Biological Engineering, Tufts University, Medford, MA, USA.
| | - Charmian Wu
- Department of Chemical and Biological Engineering, Tufts University, Medford, MA, USA.
| | - Kyongbum Lee
- Department of Chemical and Biological Engineering, Tufts University, Medford, MA, USA.
| | - Soha Hassoun
- Department of Computer Science, Tufts University, 161 College Ave., Medford, MA, 02155, USA. .,Department of Chemical and Biological Engineering, Tufts University, Medford, MA, USA.
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2473
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Brill MJE, Välitalo PAJ, Darwich AS, van Ramshorst B, van Dongen HPA, Rostami-Hodjegan A, Danhof M, Knibbe CAJ. Semiphysiologically based pharmacokinetic model for midazolam and CYP3A mediated metabolite 1-OH-midazolam in morbidly obese and weight loss surgery patients. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2015; 5:20-30. [PMID: 26844012 PMCID: PMC4728292 DOI: 10.1002/psp4.12048] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 11/04/2015] [Indexed: 12/13/2022]
Abstract
This study aimed to describe the pharmacokinetics of midazolam and its cytochrome P450 3A (CYP3A) mediated metabolite 1‐OH‐midazolam in morbidly obese patients receiving oral and i.v. midazolam before (n = 20) and one year after weight loss surgery (n = 18), thereby providing insight into the influence of weight loss surgery on CYP3A activity in the gut wall and liver. In a semiphysiologically based pharmacokinetic (semi‐PBPK) model in which different blood flow scenarios were evaluated, intrinsic hepatic clearance of midazolam (CLint,H) was 2 (95% CI 1.40–1.64) times higher compared to morbidly obese patients before surgery (P < 0.01). Midazolam gut wall clearance (CLint,G) was slightly lower in patients after surgery (P > 0.05), with low values for both groups. The results of the semi‐PBPK model suggest that, in patients after weight loss surgery, CYP3A hepatic metabolizing capacity seems to recover compared to morbidly obese patients, whereas CYP3A mediated CLint,G was low for both populations and showed large interindividual variability.
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Affiliation(s)
- M J E Brill
- Division of Pharmacology Leiden Academic Centre for Drug Research, Leiden University Leiden The Netherlands; Department of Clinical Pharmacy St. Antonius Hospital Nieuwegein The Netherlands
| | - P A J Välitalo
- Division of Pharmacology Leiden Academic Centre for Drug Research, Leiden University Leiden The Netherlands
| | - A S Darwich
- Manchester Pharmacy School, University of Manchester Manchester Great Britain United Kingdom
| | - B van Ramshorst
- Department of Surgery St. Antonius Hospital Nieuwegein The Netherlands
| | - H P A van Dongen
- Department of Anaesthesiology Intensive Care, and Pain Management, St. Antonius Hospital Nieuwegein The Netherlands
| | - A Rostami-Hodjegan
- Manchester Pharmacy School, University of Manchester Manchester Great Britain United Kingdom
| | - M Danhof
- Division of Pharmacology Leiden Academic Centre for Drug Research, Leiden University Leiden The Netherlands
| | - C A J Knibbe
- Division of Pharmacology Leiden Academic Centre for Drug Research, Leiden University Leiden The Netherlands; Department of Clinical Pharmacy St. Antonius Hospital Nieuwegein The Netherlands
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2474
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Vivarelli F, Canistro D, Franchi P, Sapone A, Vornoli A, Della Croce C, Longo V, Lucarini M, Paolini M. Disruption of redox homeostasis and carcinogen metabolizing enzymes changes by administration of vitamin E to rats. Life Sci 2015; 145:166-73. [PMID: 26702769 DOI: 10.1016/j.lfs.2015.12.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 11/14/2015] [Accepted: 12/14/2015] [Indexed: 12/14/2022]
Abstract
AIMS A large meta-analysis of randomized clinical trials has seriously questioned chemoprevention based on vitamins including vitamin E (VE), and an increased risk for cancer among long-term users was actually seen. However, the mechanism underlying these findings still remain unknown. To clarify the mechanism, in an in vivo model we studied the putative disruption of redox homeostasis and the perturbation of carcinogen metabolizing enzymes determined by VE. MAIN METHODS Male Sprague-Dawley rats were treated ip with either 100 or 200mg/kg b.w. daily for 7 or 14 consecutive days. Controls received vehicle only. Cytochrome P450 (CYP) content, CYP-reductase, CYP-linked monooxygenases, as well as phase-II and the antioxidant enzymes catalase and NAD(P)H quinone reductase were investigated in both liver and kidney. Free radical species in tissue subcellular preparations were measured by electronic paramagnetic resonance (EPR) spectroscopy coupled to a radical probe technique. KEY FINDINGS No substantial changes of hepatic xenobiotic metabolism enzymes were determined by VE. Conversely, a powerful booster effect of various renal phase-I carcinogen bioactivating enzymes at both dosages and observational times was recorded. While no relevant changes of post-oxidative phase-II reactions were found in the liver, a significant inactivating effect was caused by VE in renal tissues. Antioxidant enzymes were found mainly downregulated by the treatment. In the kidney, a marked free radical over-generation linked to CYP induction was observed. SIGNIFICANCE This study proved that VE acts as a co-carcinogen and pro-oxidant agent. Such epigenetic mechanisms may contribute to explain the harmful outcomes observed in humans.
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Affiliation(s)
- Fabio Vivarelli
- Molecular and Toxicology Unit, Department of Pharmacy and Biotechnology, Alma-Mater Studiorum, University of Bologna, via Irnerio 48, 40126 Bologna, Italy.
| | - Donatella Canistro
- Molecular and Toxicology Unit, Department of Pharmacy and Biotechnology, Alma-Mater Studiorum, University of Bologna, via Irnerio 48, 40126 Bologna, Italy.
| | - Paola Franchi
- Department of Chemistry "G. Ciamician", Alma-Mater Studiorum, University of Bologna, Via Selmi 2, 40126 Bologna, Italy
| | - Andrea Sapone
- Molecular and Toxicology Unit, Department of Pharmacy and Biotechnology, Alma-Mater Studiorum, University of Bologna, via Irnerio 48, 40126 Bologna, Italy
| | - Andrea Vornoli
- Institute of Clinical Physiology, CNR, via Moruzzi 1, 56124 Pisa, Italy
| | - Clara Della Croce
- Institute of Agricultural Biology and Biotechnology, CNR, via Moruzzi 1, 56124 Pisa, Italy
| | - Vincenzo Longo
- Institute of Agricultural Biology and Biotechnology, CNR, via Moruzzi 1, 56124 Pisa, Italy
| | - Marco Lucarini
- Department of Chemistry "G. Ciamician", Alma-Mater Studiorum, University of Bologna, Via Selmi 2, 40126 Bologna, Italy
| | - Moreno Paolini
- Molecular and Toxicology Unit, Department of Pharmacy and Biotechnology, Alma-Mater Studiorum, University of Bologna, via Irnerio 48, 40126 Bologna, Italy
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2475
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Zhang H, Gao N, Tian X, Liu T, Fang Y, Zhou J, Wen Q, Xu B, Qi B, Gao J, Li H, Jia L, Qiao H. Content and activity of human liver microsomal protein and prediction of individual hepatic clearance in vivo. Sci Rep 2015; 5:17671. [PMID: 26635233 PMCID: PMC4669488 DOI: 10.1038/srep17671] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2015] [Accepted: 10/30/2015] [Indexed: 11/09/2022] Open
Abstract
The lack of information concerning individual variation in content and activity of human liver microsomal protein is one of the most important obstacles for designing personalized medicines. We demonstrated that the mean value of microsomal protein per gram of liver (MPPGL) was 39.46 mg/g in 128 human livers and up to 19-fold individual variations existed. Meanwhile, the metabolic activities of 10 cytochrome P450 (CYPs) were detected in microsomes and liver tissues, respectively, which showed huge individual variations (200-fold). Compared with microsomes, the activities of liver tissues were much suitable to express the individual variations of CYP activities. Furthermore, individual variations in the in vivo clearance of tolbutamide were successfully predicted with the individual parameter values. In conclusion, we offer the values for MPPGL contents in normal liver tissues and build a new method to assess the in vitro CYP activities. In addition, large individual variations exist in predicted hepatic clearance of tolbutamide. These findings provide important physiological parameters for physiologically-based pharmacokinetics models and thus, establish a solid foundation for future development of personalized medicines.
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Affiliation(s)
- Haifeng Zhang
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Na Gao
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Xin Tian
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Tingting Liu
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Yan Fang
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Jun Zhou
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Qiang Wen
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Binbin Xu
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Bing Qi
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Jie Gao
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Hongmeng Li
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Linjing Jia
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
| | - Hailing Qiao
- Institute of Clinical Pharmacology, Zhengzhou University, Zhengzhou, China
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2476
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Jeong HU, Kim JH, Lee DY, Shim HJ, Lee HS. In Vitro Metabolic Pathways of the New Anti-Diabetic Drug Evogliptin in Human Liver Preparations. Molecules 2015; 20:21802-15. [PMID: 26690104 PMCID: PMC6332232 DOI: 10.3390/molecules201219808] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 11/19/2015] [Accepted: 11/25/2015] [Indexed: 12/04/2022] Open
Abstract
Evogliptin ((R)-4-((R)-3-amino-4-(2,4,5-trifluorophenyl)butanoyl)-3-(tert-butoxymethyl)-piperazin-2-one), is a new dipeptidyl peptidase IV inhibitor used for the treatment of type II diabetes mellitus. The in vitro metabolic pathways of evogliptin were identified in human hepatocytes, liver microsomes, and liver S9 fractions using liquid chromatography-Orbitrap mass spectrometry (LC-HRMS). Five metabolites of evogliptin-4-oxoevogliptin (M1), 4(S)-hydroxyevogliptin (M2), 4(R)-hydroxyevogliptin (M3), 4(S)-hydroxyevogliptin glucuronide (M4), and evogliptin N-sulfate (M5)—were identified in human liver preparations by comparison with authentic standards. We characterized the cytochrome P450 (CYP) enzymes responsible for evogliptin hydroxylation to 4(S)-hydroxyevogliptin (M2) and 4(R)-hydroxyevogliptin (M3) and the UGT enzymes responsible for glucuronidation of 4(S)-hydroxyevogliptin (M2) to 4(S)-hydroxy-evogliptin glucuronide (M4). CYP3A4/5 played the major role in the hydroxylation of evogliptin to 4(S)-hydroxyevogliptin (M2) and 4(R)-hydroxyevogliptin (M3). Glucuronidation of 4(S)-hydroxy-evogliptin (M2) to 4(S)-hydroxyevogliptin glucuronide (M4) was catalyzed by the enzymes UGT2B4 and UGT2B7. These results suggest that the interindividual variability in the metabolism of evogliptin in humans is a result of the genetic polymorphism of the CYP and UGT enzymes responsible for evogliptin metabolism.
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Affiliation(s)
- Hyeon-Uk Jeong
- Drug Metabolism and Bioanalysis Laboratory, College of Pharmacy, The Catholic University of Korea, Bucheon 420-743, Korea.
| | - Ju-Hyun Kim
- Drug Metabolism and Bioanalysis Laboratory, College of Pharmacy, The Catholic University of Korea, Bucheon 420-743, Korea.
| | - Dae Young Lee
- Research Center, Dong-A ST Co., Yongin 446-905, Korea.
| | - Hyun Joo Shim
- Research Center, Dong-A ST Co., Yongin 446-905, Korea.
| | - Hye Suk Lee
- Drug Metabolism and Bioanalysis Laboratory, College of Pharmacy, The Catholic University of Korea, Bucheon 420-743, Korea.
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2477
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Fentanyl Enhances Hepatotoxicity of Paclitaxel via Inhibition of CYP3A4 and ABCB1 Transport Activity in Mice. PLoS One 2015; 10:e0143701. [PMID: 26633878 PMCID: PMC4669130 DOI: 10.1371/journal.pone.0143701] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2015] [Accepted: 11/08/2015] [Indexed: 11/26/2022] Open
Abstract
Fentanyl, a potent opioid analgesic that is used to treat cancer pain, is commonly administered with paclitaxel in advanced tumors. However, the effect of fentanyl on the hepatotoxicity of paclitaxel and its potential mechanism of action is not well studied. The purpose of this study was to investigate the effect of fentanyl on the hepatotoxicity of paclitaxel and its potential mechanisms of action. Pharmacokinetic parameters of paclitaxel were tested using reversed phase high-performance liquid chromatography (RP-HPLC). Aspartate transaminase (AST), alanine aminotransferase (ALT), and mouse liver histopathology were examined. Moreover, the cytotoxicity of anti-carcinogens was examined using 1-(4, 5-dimethylthiazol-2-yl)-3,5-diphenylformazan (MTT), and the intracellular accumulation of doxorubicin and rhodamine 123 was detected by flow cytometry. Furthermore, the expression of ABCB1 and the activity of ABCB1 ATPase and CYP3A4 were also examined. In this study, the co-administration of fentanyl and paclitaxel prolonged the half-life (t1/2) of paclitaxel from 1.455 hours to 2.344 hours and decreased the clearance (CL) from 10.997 ml/h to 7.014 ml/h in mice. Fentanyl significantly increased the levels of ALT in mice to 88.2 U/L, which is more than 2-fold higher than the level detected in the control group, and it increased the histological damage in mouse livers. Furthermore, fentanyl enhanced the cytotoxicity of anti-carcinogens that are ABCB1 substrates and increased the accumulation of doxorubicin and rhodamine 123. Additionally, fentanyl stimulated ABCB1 ATPase activity and inhibited CYP3A4 activity in the liver microsomes of mice. Our study indicates that the obvious hepatotoxicity during this co-administration was due to the inhibition of CYP3A4 activity and ABCB1 transport activity. These findings suggested that the accumulation-induced hepatotoxicity of paclitaxel when it is combined with fentanyl should be avoided.
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2478
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Bejrowska A, Kudłak B, Owczarek K, Szczepańska N, Namieśnik J, Mazerska Z. New generation of analytical tests based on the assessment of enzymatic and nuclear receptor activity changes induced by environmental pollutants. Trends Analyt Chem 2015. [DOI: 10.1016/j.trac.2015.05.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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2479
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He XM, Zhou Y, Xu MZ, Li Y, Li HQ, Li WY. Effects of long-term smoking on the activity and mRNA expression of CYP isozymes in rats. J Thorac Dis 2015; 7:1725-31. [PMID: 26623094 DOI: 10.3978/j.issn.2072-1439.2015.10.07] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND To investigate the effect of long-term smoking on the activity and mRNA expression of cytochrome P450 (CYP) enzymes. METHODS Sprague-Dawley rats were exposed to passive smoking 6 cigarettes per day for 180 days. A cocktail solution which contained phenacetin (20 mg/kg), tolbutamide (5 mg/kg), chlorzoxazone (20 mg/kg) and midazolam (10 mg/kg) was given orally to rats. Blood samples were collected at pre-specified time points and the concentrations of probe drugs in plasma were determined by HPLC-MS/MS. The corresponding pharmacokinetic parameters were calculated by DAS 3.0. In addition, real-time RT-PCR was used to analyze the mRNA expression of CYP1A2, CYP2C11, CYP2E1 and CYP3A1 in rat liver. RESULTS There were no significant influences of pharmacokinetic profiles of chlorzoxazone in long-term smoking pretreated rats. But many pharmacokinetic profiles of phenacetin, tolbutamide, and midazolam in long-term smoking pretreated rats were affected significantly (P<0.05). The results suggested that long-term smoking had significant inhibition effects on CYP2C11 and CYP3A1 while CYP1A2 enzyme activity was induced. Furthermore, Long-term smoking had no effects on rat CYP2E1. The mRNA expression results were consistent with the pharmacokinetic results. CONCLUSIONS Alterations of CYP450 enzyme activities may fasten or slow down excretion with corresponding influence on drug efficacy or toxicity in smokers compared to nonsmokers, which may lead to clinical failures of lung cancer therapy or toxicity in smokers.
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Affiliation(s)
- Xiao-Meng He
- Institute of Clinical Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Ying Zhou
- Institute of Clinical Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Ming-Zhen Xu
- Institute of Clinical Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Yang Li
- Institute of Clinical Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Hu-Qun Li
- Institute of Clinical Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Wei-Yong Li
- Institute of Clinical Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
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2480
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Brill MJ, van Rongen A, van Dongen EP, van Ramshorst B, Hazebroek EJ, Darwich AS, Rostami-Hodjegan A, Knibbe CA. The Pharmacokinetics of the CYP3A Substrate Midazolam in Morbidly Obese Patients Before and One Year After Bariatric Surgery. Pharm Res 2015; 32:3927-36. [PMID: 26202517 PMCID: PMC4628089 DOI: 10.1007/s11095-015-1752-9] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 07/06/2015] [Indexed: 01/14/2023]
Abstract
PURPOSE Bariatric surgery is nowadays commonly applied as treatment for morbid obesity (BMI > 40 kg/m(2)). As information about the effects of this procedure on a drug's pharmacokinetics is limited, we aimed to evaluate the pharmacokinetics of CYP3A probe substrate midazolam after oral and intravenous administration in a cohort of morbidly obese patients that was studied before and 1 year post bariatric surgery. METHODS Twenty morbidly obese patients (aged 26-58 years) undergoing bariatric surgery participated in the study of which 18 patients returned 1 year after surgery. At both occasions, patients received 7.5 mg oral and 5 mg intravenous midazolam separated by 160 ± 48 min. Per patient and occasion, a mean of 22 blood samples were collected. Midazolam concentrations were analyzed using population pharmacokinetic modeling. RESULTS One year after bariatric surgery, systemic clearance of midazolam was higher [0.65 (7%) versus 0.39 (11%) L/min, mean ± RSE (P < 0.01), respectively] and mean oral transit time (MTT) was faster [23 (20%) versus 51 (15%) minutes (P < 0.01)], while oral bioavailability was unchanged (0.54 (9%)). Central and peripheral volumes of distribution were overall lower (P < 0.05). CONCLUSIONS In this cohort study in morbidly obese patients, systemic clearance was 1.7 times higher 1 year after bariatric surgery, which may potentially result from an increase in hepatic CYP3A activity per unit of liver weight. Although MTT was found to be faster, oral bioavailability remained unchanged, which considering the increased systemic clearance implies an increase in the fraction escaping intestinal first pass metabolism.
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Affiliation(s)
- Margreke J Brill
- Division of Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
- Department of Clinical Pharmacy, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands
| | - Anne van Rongen
- Division of Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
- Department of Clinical Pharmacy, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands
| | - Eric P van Dongen
- Department of Anaesthesiology and Intensive Care, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Bert van Ramshorst
- Department of Surgery, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Eric J Hazebroek
- Department of Surgery, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Adam S Darwich
- Manchester Pharmacy School, University of Manchester, Manchester, Great Britain, UK
| | | | - Catherijne A Knibbe
- Division of Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.
- Department of Clinical Pharmacy, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands.
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2481
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Gender differences in the treatment of first-episode schizophrenia: Results from the European First Episode Schizophrenia Trial. Schizophr Res 2015; 169:303-307. [PMID: 26545298 DOI: 10.1016/j.schres.2015.10.013] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2015] [Revised: 10/02/2015] [Accepted: 10/06/2015] [Indexed: 11/21/2022]
Abstract
Gender differences in the response to antipsychotic treatment have been detected in the past, but not studied in great detail. The results of the European First-Episode Schizophrenia Trial (EUFEST) were analyzed with a focus on gender differences in the response to randomized treatment of first-episode schizophrenia. A total of 498 patients (298 men and 200 women) were randomly assigned by a web-based online system to open-label treatment with haloperidol, amisulpride, olanzapine, quetiapine, and ziprasidone. Treatment response was evaluated using the positive and negative syndrome scale (PANSS). Data were collected at baseline and then prospectively for one year. Baseline characteristics (age and proportion of patients assigned to individual antipsychotics) were the same between the male and female patients with the exception of ziprasidone: significantly fewer men, proportionately, were prescribed ziprasidone. There was no significant difference between genders between the initial total PANSS and subscale scores. A significant interaction between time and gender was found, with more robust PPANSS and TPANSS score improvement in women during the course of treatment. Of all of the antipsychotics used, only olanzapine led to significantly greater improvement in the total PANSS score in women during the follow-up period. Gender differences should be given more attention in research and clinical practice. Their causes require clarification, and future strategies for dealing with them may be considered in early intervention programs and guidelines.
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2482
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Karlgren M, Bergström CAS. How Physicochemical Properties of Drugs Affect Their Metabolism and Clearance. NEW HORIZONS IN PREDICTIVE DRUG METABOLISM AND PHARMACOKINETICS 2015. [DOI: 10.1039/9781782622376-00001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
In this chapter the transport proteins and enzymes of importance for drug clearance are discussed. The primary organ for drug metabolism is the liver and to reach the intracellular compartment of hepatocytes, orally administered drugs must cross both the intestinal wall and the cell membrane of the liver cells. Transport proteins present in the cellular membrane may facilitate or hinder the compounds crossing these cellular barriers and hence will influence to what extent compounds will reach the enzymes. Here, the enzymes and transport proteins of importance for drug clearance are discussed. The molecular features of importance for drug interactions with transport proteins and enzymes are analyzed and the possibility to predict molecular features vulnerable to enzymatic degradation is discussed. From detailed analysis of the current literature it is concluded that for interaction, both with transport proteins and enzymes, lipophilicity plays a major role. In addition to this property, molecular properties such as hydrogen bond acceptors and donors, charge, aromaticity and molecular size can be used to distinguish between routes of clearance.
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Affiliation(s)
- Maria Karlgren
- Department of Pharmacy, Uppsala University Biomedical Centre P.O. Box 580, Husargatan 3 SE-75123 Uppsala Sweden
| | - Christel A. S. Bergström
- Department of Pharmacy, Uppsala University Biomedical Centre P.O. Box 580, Husargatan 3 SE-75123 Uppsala Sweden
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2483
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He ZX, Chen XW, Zhou ZW, Zhou SF. Impact of physiological, pathological and environmental factors on the expression and activity of human cytochrome P450 2D6 and implications in precision medicine. Drug Metab Rev 2015; 47:470-519. [PMID: 26574146 DOI: 10.3109/03602532.2015.1101131] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
With only 1.3-4.3% in total hepatic CYP content, human CYP2D6 can metabolize more than 160 drugs. It is a highly polymorphic enzyme and subject to marked inhibition by a number of drugs, causing a large interindividual variability in drug clearance and drug response and drug-drug interactions. The expression and activity of CYP2D6 are regulated by a number of physiological, pathological and environmental factors at transcriptional, post-transcriptional, translational and epigenetic levels. DNA hypermethylation and histone modifications can repress the expression of CYP2D6. Hepatocyte nuclear factor-4α binds to a directly repeated element in the promoter of CYP2D6 and thus regulates the expression of CYP2D6. Small heterodimer partner represses hepatocyte nuclear factor-4α-mediated transactivation of CYP2D6. GW4064, a farnesoid X receptor agonist, decreases hepatic CYP2D6 expression and activity while increasing small heterodimer partner expression and its recruitment to the CYP2D6 promoter. The genotypes are key determinants of interindividual variability in CYP2D6 expression and activity. Recent genome-wide association studies have identified a large number of genes that can regulate CYP2D6. Pregnancy induces CYP2D6 via unknown mechanisms. Renal or liver diseases, smoking and alcohol use have minor to moderate effects only on CYP2D6 activity. Unlike CYP1 and 3 and other CYP2 members, CYP2D6 is resistant to typical inducers such as rifampin, phenobarbital and dexamethasone. Post-translational modifications such as phosphorylation of CYP2D6 Ser135 have been observed, but the functional impact is unknown. Further functional and validation studies are needed to clarify the role of nuclear receptors, epigenetic factors and other factors in the regulation of CYP2D6.
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Affiliation(s)
- Zhi-Xu He
- a Guizhou Provincial Key Laboratory for Regenerative Medicine, Stem Cell and Tissue Engineering Research Center & Sino-US Joint Laboratory for Medical Sciences, Guizhou Medical University , Guiyang , Guizhou , China
| | - Xiao-Wu Chen
- b Department of General Surgery , The First People's Hospital of Shunde, Southern Medical University , Shunde , Foshan , Guangdong , China , and
| | - Zhi-Wei Zhou
- c Department of Pharmaceutical Science , College of Pharmacy, University of South Florida , Tampa , FL , USA
| | - Shu-Feng Zhou
- a Guizhou Provincial Key Laboratory for Regenerative Medicine, Stem Cell and Tissue Engineering Research Center & Sino-US Joint Laboratory for Medical Sciences, Guizhou Medical University , Guiyang , Guizhou , China .,c Department of Pharmaceutical Science , College of Pharmacy, University of South Florida , Tampa , FL , USA
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2484
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Moskaleva N, Moysa A, Novikova S, Tikhonova O, Zgoda V, Archakov A. Spaceflight Effects on Cytochrome P450 Content in Mouse Liver. PLoS One 2015; 10:e0142374. [PMID: 26561010 PMCID: PMC4641588 DOI: 10.1371/journal.pone.0142374] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 10/21/2015] [Indexed: 12/30/2022] Open
Abstract
Hard conditions of long-term manned spaceflight can affect functions of many biological systems including a system of drug metabolism. The cytochrome P450 (CYP) superfamily plays a key role in the drug metabolism. In this study we examined the hepatic content of some P450 isoforms in mice exposed to 30 days of space flight and microgravity. The CYP content was established by the mass-spectrometric method of selected reaction monitoring (SRM). Significant changes in the CYP2C29, CYP2E1 and CYP1A2 contents were detected in mice of the flight group compared to the ground control group. Within seven days after landing and corresponding recovery period changes in the content of CYP2C29 and CYP1A2 returned to the control level, while the CYP2E1 level remained elevated. The induction of enzyme observed in the mice in the conditions of the spaceflight could lead to an accelerated biotransformation and change in efficiency of pharmacological agents, metabolizing by corresponding CYP isoforms. Such possibility of an individual pharmacological response to medication during long-term spaceflights and early period of postflight adaptation should be taken into account in space medicine.
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Affiliation(s)
| | | | | | | | - Victor Zgoda
- Institute of Biomedical Chemistry, Moscow, Russia
- * E-mail:
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2485
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Pharmacogenetics and anaesthetic drugs: Implications for perioperative practice. Ann Med Surg (Lond) 2015; 4:470-4. [PMID: 26779337 PMCID: PMC4685230 DOI: 10.1016/j.amsu.2015.11.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 11/01/2015] [Accepted: 11/04/2015] [Indexed: 12/13/2022] Open
Abstract
Pharmacogenetics seeks to elucidate the variations in individual's genetic sequences in order to better understand the differences seen in pharmacokinetics, drug metabolism, and efficacy between patients. This area of research is rapidly accelerating, aided by the use of novel and more economical molecular technologies. A substantial evidence base is being generated with the hopes that in the future it may be used to generate personalised treatment regimens in order to improve patient comfort and safety and reduce incidences of morbidity and mortality. Anaesthetics is an area of particular interest in this field, with previous research leading to better informed practice, specifically with regards to pseudocholinesterase deficiency and malignant hyperthermia. In this review, recent pharmacogenetic data pertaining to anaesthetic drugs will be presented and possible future applications and implications for practice will be discussed. Pharmacogenetic variations in anaesthetic drugs affect enzymes, transport proteins and drug receptors. Genotyping may provide more clues as to aetiology of conditions related to usage of anaesthetic drugs e.g. propofol infusion syndrome. Improved and more economical molecular technology will lead to increase in quantity of pharmacogenetic data.
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2486
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Tan JL, Eastment JG, Poudel A, Hubbard RE. Age-Related Changes in Hepatic Function: An Update on Implications for Drug Therapy. Drugs Aging 2015; 32:999-1008. [DOI: 10.1007/s40266-015-0318-1] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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2487
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Thomas M, Winter S, Klumpp B, Turpeinen M, Klein K, Schwab M, Zanger UM. Peroxisome proliferator-activated receptor alpha, PPARα, directly regulates transcription of cytochrome P450 CYP2C8. Front Pharmacol 2015; 6:261. [PMID: 26582990 PMCID: PMC4631943 DOI: 10.3389/fphar.2015.00261] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 10/22/2015] [Indexed: 12/11/2022] Open
Abstract
The cytochrome P450, CYP2C8, metabolizes more than 60 clinically used drugs as well as endogenous substances including retinoic acid and arachidonic acid. However, predictive factors for interindividual variability in the efficacy and toxicity of CYP2C8 drug substrates are essentially lacking. Recently we demonstrated that peroxisome proliferator-activated receptor alpha (PPARα), a nuclear receptor primarily involved in control of lipid and energy homeostasis directly regulates the transcription of CYP3A4. Here we investigated the potential regulation of CYP2C8 by PPARα. Two linked intronic SNPs in PPARα (rs4253728, rs4823613) previously associated with hepatic CYP3A4 status showed significant association with CYP2C8 protein level in human liver samples (N = 150). Furthermore, siRNA-mediated knock-down of PPARα in HepaRG human hepatocyte cells resulted in up to ∼60 and ∼50% downregulation of CYP2C8 mRNA and activity, while treatment with the PPARα agonist WY14,643 lead to an induction by >150 and >100%, respectively. Using chromatin immunoprecipitation scanning assay we identified a specific upstream gene region that is occupied in vivo by PPARα. Electromobility shift assay demonstrated direct binding of PPARα to a DR-1 motif located at positions –2762/–2775 bp upstream of the CYP2C8 transcription start site. We further validated the functional activity of this element using luciferase reporter gene assays in HuH7 cells. Moreover, based on our previous studies we demonstrated that WNT/β-catenin acts as a functional inhibitor of PPARα-mediated inducibility of CYP2C8 expression. In conclusion, our data suggest direct involvement of PPARα in both constitutive and inducible regulation of CYP2C8 expression in human liver, which is further modulated by WNT/β-catenin pathway. PPARA gene polymorphism could have a modest influence on CYP2C8 phenotype.
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Affiliation(s)
- Maria Thomas
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany
| | - Stefan Winter
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany
| | - Britta Klumpp
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany
| | - Miia Turpeinen
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany
| | - Kathrin Klein
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany ; Department of Clinical Pharmacology, University Hospital Tuebingen Tuebingen, Germany
| | - Ulrich M Zanger
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology Stuttgart, Germany ; University of Tuebingen Tuebingen, Germany
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2488
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Dai ZR, Ge GB, Feng L, Ning J, Hu LH, Jin Q, Wang DD, Lv X, Dou TY, Cui JN, Yang L. A Highly Selective Ratiometric Two-Photon Fluorescent Probe for Human Cytochrome P450 1A. J Am Chem Soc 2015; 137:14488-95. [DOI: 10.1021/jacs.5b09854] [Citation(s) in RCA: 148] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Zi-Ru Dai
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Guang-Bo Ge
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
- State
Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian 116024, China
| | - Lei Feng
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
- State
Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian 116024, China
| | - Jing Ning
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Liang-Hai Hu
- Research
Center for Drug Metabolism, College of Life Science, Jilin University, Changchun 130012, China
| | - Qiang Jin
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Dan-Dan Wang
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Xia Lv
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Tong-Yi Dou
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Jing-Nan Cui
- State
Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian 116024, China
| | - Ling Yang
- Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
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2489
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Petzuch B, Groll N, Schwarz M, Braeuning A. Application of HC-AFW1 Hepatocarcinoma Cells for Mechanistic Studies: Regulation of Cytochrome P450 2B6 Expression by Dimethyl Sulfoxide and Early Growth Response 1. Drug Metab Dispos 2015; 43:1727-33. [PMID: 26307675 DOI: 10.1124/dmd.115.064659] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2015] [Accepted: 08/24/2015] [Indexed: 11/22/2022] Open
Abstract
Various exogenous compounds, for example, the drugs bupropione and propofol, but also various cytostatics, are metabolized in the liver by the enzyme cytochrome P450 (P450) CYP2B6. Transcription from the CYP2B6 gene is regulated mainly via the transcription factors constitutive androstane receptor (CAR) and pregnane-X-receptor (PXR). Most hepatic cell lines express no or only low levels of CYP2B6 because of loss of these two regulators. Dimethyl sulfoxide (DMSO) is frequently used in liver cell cultivation and is thought to affect the expression of various P450 isoforms by inducing or preserving cellular differentiation. We studied the effects of up to 1.5% of DMSO as cell culture medium supplement on P450 expression in hepatocarcinoma cells from line HC-AFW1. DMSO did not induce differentiation of the HC-AFW1 cell line, as demonstrated by unaltered levels of selected mRNA markers important for hepatocyte differentiation, and also by the lack of a DMSO effect on a broader spectrum of P450s. By contrast, CYP2B6 mRNA was strongly induced by DMSO. This process was independent of CAR or PXR activation. Interestingly, elevated transcription of CYP2B6 was accompanied by a simultaneous induction of early growth response 1 (EGR1), a transcription factor known to influence the expression of CYP2B6. Expression of wild-type EGR1 or of a truncated, dominant-negative EGR1 mutant was able to mimic or attenuate the DMSO effect, respectively. These findings demonstrate that EGR1 is involved in the regulation of CYP2B6 by DMSO in HC-AFW1 cells.
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Affiliation(s)
- Barbara Petzuch
- University of Tübingen, Department of Toxicology, Tübingen (B.P., M.S., A.B.), Natural and Medical Sciences Institute, Reutlingen (N.G.), and Federal Institute for Risk Assessment, Department of Food Safety, Berlin (A.B.), Germany
| | - Nicola Groll
- University of Tübingen, Department of Toxicology, Tübingen (B.P., M.S., A.B.), Natural and Medical Sciences Institute, Reutlingen (N.G.), and Federal Institute for Risk Assessment, Department of Food Safety, Berlin (A.B.), Germany
| | - Michael Schwarz
- University of Tübingen, Department of Toxicology, Tübingen (B.P., M.S., A.B.), Natural and Medical Sciences Institute, Reutlingen (N.G.), and Federal Institute for Risk Assessment, Department of Food Safety, Berlin (A.B.), Germany
| | - Albert Braeuning
- University of Tübingen, Department of Toxicology, Tübingen (B.P., M.S., A.B.), Natural and Medical Sciences Institute, Reutlingen (N.G.), and Federal Institute for Risk Assessment, Department of Food Safety, Berlin (A.B.), Germany
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2490
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Braeuning A, Thomas M, Hofmann U, Vetter S, Zeller E, Petzuch B, Johänning J, Schroth W, Weiss TS, Zanger UM, Schwarz M. Comparative Analysis and Functional Characterization of HC-AFW1 Hepatocarcinoma Cells: Cytochrome P450 Expression and Induction by Nuclear Receptor Agonists. Drug Metab Dispos 2015; 43:1781-7. [PMID: 26310804 DOI: 10.1124/dmd.115.064667] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 08/24/2015] [Indexed: 02/13/2025] Open
Abstract
Enzymatic conversion of most xenobiotic compounds is accomplished by hepatocytes in the liver, which are also an important target for the manifestation of the toxic effects of foreign compounds. Most cell lines derived from hepatocytes lack important toxifying or detoxifying enzymes or are defective in signaling pathways that regulate expression and activity of these enzymes. On the other hand, the use of primary human hepatocytes is complicated by scarce availability of cells and high interdonor variability. Thus, analyses of drug metabolism and hepatotoxicity in vitro are a difficult task. The cell line HC-AFW1 was isolated from a pediatric hepatocellular carcinoma and so far has been used for tumorigenicity and chemotherapy resistance studies. Here, a comprehensive characterization of xenobiotic metabolism in HC-AFW1 cells is presented along with studies on the functionality of the most important transcriptional regulators of drug-metabolizing enzymes. Results from HC-AFW1 cells were compared with commercially available HepaRG cells and cultured primary human hepatocytes. Data show that the nuclear receptors and xenosensors AHR (aryl hydrocarbon receptor), CAR (constitutive androstane receptor), PXR (pregnane-X-receptor), NRF2 [nuclear factor (erythroid-derived 2)-like 2], and PPARα (peroxisome proliferator-activated receptor α) are functional in HC-AFW1 cells, comparable to HepaRG and primary cells. HC-AFW1 cells possess considerable activities of different cytochrome P450 enzymes, which, however, are lower than corresponding enzyme activities in HepaRG cells or primary hepatocytes. In summary, HC-AFW1 are a new promising tool for studying the mechanisms of the regulation of drug metabolism in human liver cells in vitro.
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Affiliation(s)
- Albert Braeuning
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Maria Thomas
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Ute Hofmann
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Silvia Vetter
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Eva Zeller
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Barbara Petzuch
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Janina Johänning
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Werner Schroth
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Thomas S Weiss
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Ulrich M Zanger
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
| | - Michael Schwarz
- Department of Food Safety, Federal Institute for Risk Assessment, Berlin, Germany (A.B.); Dr.-Margarethe-Fischer-Bosch-Institute for Clinical Pharmacology, Stuttgart, and University of Tübingen, Tübingen, Germany (M.T., U.H., J.J., W.S., U.M.Z.); Department of Toxicology, Institute of Experimental and Clinical Pharmacology and Toxicology, Tübingen, Germany (A.B., S.V., E.Z., B.P., M.S.); Regensburg University Hospital, Regensburg, Germany (T.S.W.)
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2491
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Korprasertthaworn P, Polasek TM, Sorich MJ, McLachlan AJ, Miners JO, Tucker GT, Rowland A. In Vitro Characterization of the Human Liver Microsomal Kinetics and Reaction Phenotyping of Olanzapine Metabolism. Drug Metab Dispos 2015; 43:1806-14. [PMID: 26329789 DOI: 10.1124/dmd.115.064790] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Accepted: 08/31/2015] [Indexed: 02/13/2025] Open
Abstract
Olanzapine (OLZ) is an atypical antipsychotic used in the treatment of schizophrenia and related psychoses. The metabolism of OLZ is complex and incompletely characterized. This study aimed to elucidate the enzymes and pathways involved in the metabolism of OLZ and to determine the kinetics of OLZ oxidation and glucuronidation by human liver microsomes, recombinant cytochrome P450 (rP450) enzymes, and recombinant UDP-glucuronosyltransferase (rUGT) enzymes. An ultra-performance liquid chromatography-mass spectrometry method was developed and validated to quantify OLZ, its four oxidative metabolites (N-desmethyl-OLZ, 2-hydroxymethyl-OLZ, 7-hydroxy-OLZ, and OLZ-N-oxide), and two N-glucuronides (OLZ-10-N-glucuronide and OLZ-4'-N-glucuronide). Consistent with previous reports, UGT1A4, CYP1A2, and flavin-containing monooxygenase 3 play major roles in catalyzing the formation of OLZ-10-N-glucuronide, 7-hydroxy-OLZ, and OLZ-N-oxide, respectively. In addition, a previously uncharacterized major contribution of CYP2C8 to OLZ-N-demethylation was demonstrated. The kinetics of OLZ metabolite formation (Km and Vmax) by human liver microsomes, rP450 enzymes, and rUGT enzymes were characterized in the presence of bovine serum albumin [2% (w/v)]. Consistent with the known effect of bovine serum albumin on CYP1A2, CYP2C8, and UGT1A4 activities, Km values reported here are lower than previously reported values for OLZ metabolic pathways. In addition to CYP1A2-mediated OLZ-N-demethylation, these results suggest that other P450 enzymes, particularly CYP2C8, contribute significantly to oxidative OLZ metabolism through catalysis of OLZ-N-demethylation.
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Affiliation(s)
- Porntipa Korprasertthaworn
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
| | - Thomas M Polasek
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
| | - Michael J Sorich
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
| | - Andrew J McLachlan
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
| | - John O Miners
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
| | - Geoffrey T Tucker
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
| | - Andrew Rowland
- Department of Clinical Pharmacology and Flinders Centre for Innovation in Cancer, Flinders University School of Medicine, Adelaide, Australia (P.K., T.M.P., M.J.S., J.O.M., A.R.); Department of Pharmacology, Faculty of Science, Mahidol University, Bangkok, Thailand (P.K.); Faculty of Pharmacy, University of Sydney, Sydney, Australia (A.J.M.); and University of Sheffield (Emeritus), Sheffield, United Kingdom (G.T.T.)
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2492
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van den Berg H, Paulussen M, Le Teuff G, Judson I, Gelderblom H, Dirksen U, Brennan B, Whelan J, Ladenstein RL, Marec-Berard P, Kruseova J, Hjorth L, Kühne T, Brichard B, Wheatley K, Craft A, Juergens H, Gaspar N, Le Deley MC. Impact of gender on efficacy and acute toxicity of alkylating agent -based chemotherapy in Ewing sarcoma: secondary analysis of the Euro-Ewing99-R1 trial. Eur J Cancer 2015; 51:2453-64. [PMID: 26271204 DOI: 10.1016/j.ejca.2015.06.123] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 04/20/2015] [Accepted: 06/17/2015] [Indexed: 11/16/2022]
Abstract
BACKGROUND Based on the randomised Euro-EWING99-R1 trial, vincristine, adriamycin, cyclophosphamide (VAC) may be able to replace vincristine, adriamycin, ifosfamide (VAI) in the treatment of standard-risk Ewing sarcoma. However some heterogeneity of treatment effect by gender was observed. The current exploratory study aimed at investigating the influence of gender on treatment efficacy and acute toxicity. PATIENTS AND METHODS Impact of gender on event-free survival (EFS), acute toxicity by course, switches between treatment arms and cumulative dose of alkylating agents was evaluated in multivariable models adjusted for age including terms to test for heterogeneity of treatment effect by gender. The analysis of the EFS was performed on the intention-to-treat population. RESULTS EFS did not significantly differ between the 509 males and 347 females (p=0.33), but an interaction in terms of efficacy was suspected between treatment and gender (p=0.058): VAC was associated with poorer EFS than VAI in males, hazard ratio (HR) (VAC/VAI)=1.37 [95% confidence interval (CI), 0.98-1.90], contrasting with HR=0.81 [95%CI, 0.53-1.24] in females. Severe toxicity was more frequent in females, whatever the toxicity type. Thirty patients switched from VAI to VAC (9/251 males, 4%, and 21/174 females, 12%) mostly due to renal toxicity, and three from VAC to VAI (2/258 males, 0.8%, and 1/173 females, 0.6%). A reduction of alkylating agent cumulative dose >20% was more frequent in females (15% versus 9%, p=0.005), with no major difference between VAC and VAI (10% versus 13%, p=0.15). CONCLUSION Differences of acute toxicity rate and cumulative doses of alkylating agents could not explain the marginal interaction observed in the Euro-EWING99-R1 trial data. Effects of gender-dependent polymorphism/activity of metabolic enzymes (e.g. known for CYP2B6) of ifosfamide versus cyclophosphamide should be explored. External data are required to further evaluate whether there is heterogeneity of alkylating agent effect by gender. TRIAL NUMBERS NCT00987636 and EudraCT 2008-003658-13.
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Affiliation(s)
- Henk van den Berg
- Emma Children's Hospital/Academic Medical Center, Amsterdam, The Netherlands
| | - Michael Paulussen
- Vestische Kinder-und Jugendklinik Datteln, Witten/Herdecke University, Datteln, Germany
| | | | - Ian Judson
- The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | | | - Uta Dirksen
- Department of Paediatric Hematology and Oncology, University Hospital, Muenster, Germany
| | | | | | | | | | - Jarmila Kruseova
- Department of Paediatric Haematology and Oncology, Charles University, Motol Hospital, Prague, Czech Republic
| | - Lars Hjorth
- Skåne University Hospital, Lund University, Lund, Sweden
| | - Thomas Kühne
- University Children's Hospital Basel, Basel, Switzerland
| | | | - Keith Wheatley
- Cancer Research UK, Cancer Trials Unit, University of Birmingham, Birmingham
| | - Alan Craft
- United Kingdom Sir James Spence Institute, Newcastle upon Tyne, United Kingdom
| | - Heribert Juergens
- Department of Paediatric Hematology and Oncology, University Hospital, Muenster, Germany
| | | | - Marie-Cécile Le Deley
- Institute Gustave Roussy, Villejuif, France; Paris-Sud University, Le Kremlin-Bicêtre, France
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2493
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MacLeod AK, McLaughlin LA, Henderson CJ, Wolf CR. Activation status of the pregnane X receptor influences vemurafenib availability in humanized mouse models. Cancer Res 2015; 75:4573-81. [PMID: 26363009 PMCID: PMC4634205 DOI: 10.1158/0008-5472.can-15-1454] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 08/04/2015] [Indexed: 12/20/2022]
Abstract
Vemurafenib is a revolutionary treatment for melanoma, but the magnitude of therapeutic response is highly variable, and the rapid acquisition of resistance is frequent. Here, we examine how vemurafenib disposition, particularly through cytochrome P450-mediated oxidation pathways, could potentially influence these outcomes using a panel of knockout and transgenic humanized mouse models. We identified CYP3A4 as the major enzyme involved in the metabolism of vemurafenib in in vitro assays with human liver microsomes. However, mice expressing human CYP3A4 did not process vemurafenib to a greater extent than CYP3A4-null animals, suggesting that other pregnane X receptor (PXR)-regulated pathways may contribute more significantly to vemurafenib metabolism in vivo. Activation of PXR, but not of the closely related constitutive androstane receptor, profoundly reduced circulating levels of vemurafenib in humanized mice. This effect was independent of CYP3A4 and was negated by cotreatment with the drug efflux transporter inhibitor elacridar. Finally, vemurafenib strongly induced PXR activity in vitro, but only weakly induced PXR in vivo. Taken together, our findings demonstrate that vemurafenib is unlikely to exhibit a clinically significant interaction with CYP3A4, but that modulation of bioavailability through PXR-mediated regulation of drug transporters (e.g., by other drugs) has the potential to markedly influence systemic exposure and thereby therapeutic outcomes.
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Affiliation(s)
- A Kenneth MacLeod
- Division of Cancer, School of Medicine, Jacqui Wood Cancer Centre, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, United Kingdom
| | - Lesley A McLaughlin
- Division of Cancer, School of Medicine, Jacqui Wood Cancer Centre, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, United Kingdom
| | - Colin J Henderson
- Division of Cancer, School of Medicine, Jacqui Wood Cancer Centre, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, United Kingdom
| | - C Roland Wolf
- Division of Cancer, School of Medicine, Jacqui Wood Cancer Centre, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY, United Kingdom.
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2494
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Dahlinger D, Duechting S, Nuecken D, Sydow K, Fuhr U, Frechen S. Development and validation of an in vitro, seven-in-one human cytochrome P450 assay for evaluation of both direct and time-dependent inhibition. J Pharmacol Toxicol Methods 2015; 77:66-75. [PMID: 26528794 DOI: 10.1016/j.vascn.2015.10.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Revised: 09/23/2015] [Accepted: 10/27/2015] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Direct and time-dependent inhibition (TDI) of cytochrome P450 enzymes (CYP) raises drug safety concerns and has major implications in drug development. This study describes the development of a liquid chromatography-tandem mass spectrometry (LC-MS/MS) based screening tool to simultaneously assess both the direct and the time-dependent inhibitory potential of xenobiotics on the seven major CYPs using a two-step approach. METHODS The in vitro cocktail of FDA recognized model substrates was incubated with human liver microsomes (HLM) and consisted of caffeine (CYP1A2), bupropion (CYP2B6), rosiglitazone (CYP2C8), tolbutamide (CYP2C9), omeprazole (CYP2C19), dextromethorphan (CYP2D6) and midazolam (CYP3A4). Direct and time-dependent inhibitory profiles of direct and time-dependent reference inhibitors for each CYP were studied. For validation, the results were compared to those obtained with the traditional single substrate approach. Statistical uncertainty was quantified using the bootstrap method. RESULTS The direct inhibition assay showed an acceptable fold bias of 1.35 (geometric mean fold absolute deviation, range 1.01-2.61) in the IC50 values for the cocktail assay compared to the single substrate results with no trend for under- or overestimation. Using a single point inactivation assay to assess TDI, we were able to identify all seven tested time-dependent reference inhibitors, without any false negatives. DISCUSSION The presented design enhances throughput by assessing the seven major CYPs simultaneously and allows for detection of and discrimination between direct and time-dependent CYP inhibition via IC50 and single point inactivation experiments. For the latter, a threshold of 10% TDI is proposed for carrying out more detailed inactivation kinetic experiments.
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Affiliation(s)
- Dominik Dahlinger
- Department of Pharmacology, Clinical Pharmacology, Cologne University Hospital, Cologne, Germany.
| | - Sabrina Duechting
- Department of Pharmacology, Clinical Pharmacology, Cologne University Hospital, Cologne, Germany
| | - Daniela Nuecken
- Department of Pharmacology, Clinical Pharmacology, Cologne University Hospital, Cologne, Germany
| | - Konrad Sydow
- Department of Pharmacology, Clinical Pharmacology, Cologne University Hospital, Cologne, Germany
| | - Uwe Fuhr
- Department of Pharmacology, Clinical Pharmacology, Cologne University Hospital, Cologne, Germany
| | - Sebastian Frechen
- Department of Pharmacology, Clinical Pharmacology, Cologne University Hospital, Cologne, Germany
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2495
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Gene copy number variation analysis reveals dosage-insensitive expression of CYP2E1. THE PHARMACOGENOMICS JOURNAL 2015; 16:551-558. [PMID: 26503817 DOI: 10.1038/tpj.2015.69] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 08/06/2015] [Accepted: 08/19/2015] [Indexed: 01/21/2023]
Abstract
Gene copy number variants (CNVs) of CYP2E1 have been described but not functionally characterized. Here we investigated effects of CNVs on hepatic and lymphoblastoid CYP2E1 expression. Using available single-nuleotide polymorphism microarray data and quantitative PCR, CYP2E1 gene duplication and deletion carriers were identified. CYP2E1 mRNA, protein and enzyme activity (chlorzoxazone-6-hydroxylation) phenotypes of CYP2E1 were not associated with gene copy number. Analysis of gene expression in lymphoblastoid cell lines in relation to CNV confirmed this finding in an extrahepatic tissue and for other ethnicities. Further analyses identified a linked haplotype cluster with possible influence on gene expression. In summary, our data suggest a homeostatic, gene dosage-insensitive regulation of CYP2E1 expression by unknown gene dosage compensation mechanisms. This is in striking contrast to well-known structural variations of CYP2A6 and CYP2D6 that have a strong impact on expression and activity. These findings are important in the context of pharmacogenetic prediction.
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2496
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Monostory K, Tóth K, Kiss Á, Háfra E, Csikány N, Paulik J, Sárváry E, Kóbori L. Personalizing initial calcineurin inhibitor dosing by adjusting to donor CYP3A-status in liver transplant patients. Br J Clin Pharmacol 2015; 80:1429-37. [PMID: 26271661 DOI: 10.1111/bcp.12747] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 08/10/2015] [Accepted: 08/11/2015] [Indexed: 12/14/2022] Open
Abstract
AIMS Inter-individual variability in dose requirements of calcineurin inhibitors (CNI) has been linked to genetic polymorphisms of CYP3A enzymes. CYP3A5*3, CYP3A4*1B and CYP3A4*22 alleles of liver grafts may explain about one third of the inter-individual differences in pharmacokinetics of ciclosporin and tacrolimus in recipients. However, non-genetic factors, influencing CYP3A expression, can contribute to the variability of CYP3A function due to phenoconversion. The present study evaluated the association between CYP3A4 expression combined with CYP3A5 genotype of donor livers and recipients' CNI therapy after transplantation. METHODS The contribution of donors' CYP3A5 genotype and CYP3A4 expression to the blood concentrations and dose requirements of CNIs was evaluated in 131 liver transplant recipients. RESULTS The recipients with grafts from normal CYP3A4 expresser donors carrying CYP3A5*3/*3 required CNI maintenance doses more or less similar to the bodyweight-controlled starting doses (9.1 mg kg(-1) of ciclosporin and 0.1 mg kg(-1) of tacrolimus). The patients transplanted with grafts from low CYP3A4 expressers required substantial reduction (by about 50%, 4.2 mg kg(-1) of ciclosporin, 0.047 mg kg(-1) of tacrolimus, P < 0.001), while the recipients with grafts from high expressers or with grafts carrying at least one copy of the functional CYP3A5*1 allele required an increase (by about 50% [12.8-13.8 mg kg(-1)] for ciclosporin and 100% [0.21 mg kg(-1) ] for tacrolimus, P < 0.001) of the initial CNI dose for achieving target blood concentrations. CONCLUSIONS Donor livers' CYP3A-status, taking both CYP3A5 allelic variations and CYP3A4 expression into account, can better identify the risk of CNI over- or underexposure, and may contribute to the avoidance of misdosing-induced graft injury in the early post-operative period.
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Affiliation(s)
- Katalin Monostory
- Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar Tudósok 2, H-1117, Budapest
| | - Katalin Tóth
- Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar Tudósok 2, H-1117, Budapest
| | - Ádám Kiss
- Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar Tudósok 2, H-1117, Budapest
| | - Edit Háfra
- Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar Tudósok 2, H-1117, Budapest
| | - Nóra Csikány
- Research Centre for Natural Sciences, Hungarian Academy of Sciences, Magyar Tudósok 2, H-1117, Budapest
| | - József Paulik
- Nucleotest Bio Ltd., Tündérliget 3/2, H-1038, Budapest
| | - Enikő Sárváry
- Department of Transplantation and Surgery, Semmelweis University, Baross 23, H-1082, Budapest, Hungary
| | - László Kóbori
- Department of Transplantation and Surgery, Semmelweis University, Baross 23, H-1082, Budapest, Hungary
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2497
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Koturbash I, Tolleson WH, Guo L, Yu D, Chen S, Hong H, Mattes W, Ning B. microRNAs as pharmacogenomic biomarkers for drug efficacy and drug safety assessment. Biomark Med 2015; 9:1153-76. [PMID: 26501795 PMCID: PMC5712454 DOI: 10.2217/bmm.15.89] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Much evidence has documented that microRNAs (miRNAs) play an important role in the modulation of interindividual variability in the production of drug metabolizing enzymes and transporters (DMETs) and nuclear receptors (NRs) through multidirectional interactions involving environmental stimuli/stressors, the expression of miRNA molecules and genetic polymorphisms. MiRNA expression has been reported to be affected by drugs and miRNAs themselves may affect drug metabolism and toxicity. In cancer research, miRNA biomarkers have been identified to mediate intrinsic and acquired resistance to cancer therapies. In drug safety assessment, miRNAs have been found associated with cardiotoxicity, hepatotoxicity and nephrotoxicity. This review article summarizes published studies to show that miRNAs can serve as early biomarkers for the evaluation of drug efficacy and drug safety.
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Affiliation(s)
- Igor Koturbash
- Department of Environmental & Occupational Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - William H Tolleson
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
| | - Lei Guo
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
| | - Dianke Yu
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
| | - Si Chen
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
| | - Huixiao Hong
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
| | - William Mattes
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
| | - Baitang Ning
- National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR 72079, USA
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2498
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Rhabdomyolysis due to Trimethoprim-Sulfamethoxazole Administration following a Hematopoietic Stem Cell Transplant. Case Rep Oncol Med 2015; 2015:619473. [PMID: 26557399 PMCID: PMC4628682 DOI: 10.1155/2015/619473] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 09/25/2015] [Accepted: 10/04/2015] [Indexed: 01/04/2023] Open
Abstract
Rhabdomyolysis, a syndrome of muscle necrosis, is a life-threatening event. Here we describe the case of a patient with chronic myeloid leukemia who underwent a haploidentical stem cell transplant and subsequently developed rhabdomyolysis after beginning trimethoprim-sulfamethoxazole (TMP/SMX) prophylaxis therapy. Rechallenge with TMP/SMX resulted in a repeat episode of rhabdomyolysis and confirmed the association. Withdrawal of TMP/SMX led to sustained normalization of creatine kinase levels in the patient. A high index of suspicion is necessary to identify TMP/SMX as the cause of rhabdomyolysis in immunocompromised patients.
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2499
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Hepatic Long Intergenic Noncoding RNAs: High Promoter Conservation and Dynamic, Sex-Dependent Transcriptional Regulation by Growth Hormone. Mol Cell Biol 2015; 36:50-69. [PMID: 26459762 DOI: 10.1128/mcb.00861-15] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Accepted: 10/02/2015] [Indexed: 01/04/2023] Open
Abstract
Long intergenic noncoding RNAs (lincRNAs) are increasingly recognized as key chromatin regulators, yet few studies have characterized lincRNAs in a single tissue under diverse conditions. Here, we analyzed 45 mouse liver RNA sequencing (RNA-Seq) data sets collected under diverse conditions to systematically characterize 4,961 liver lincRNAs, 59% of them novel, with regard to gene structures, species conservation, chromatin accessibility, transcription factor binding, and epigenetic states. To investigate the potential for functionality, we focused on the responses of the liver lincRNAs to growth hormone stimulation, which imparts clinically relevant sex differences to hepatic metabolism and liver disease susceptibility. Sex-biased expression characterized 247 liver lincRNAs, with many being nuclear RNA enriched and regulated by growth hormone. The sex-biased lincRNA genes are enriched for nearby and correspondingly sex-biased accessible chromatin regions, as well as sex-biased binding sites for growth hormone-regulated transcriptional activators (STAT5, hepatocyte nuclear factor 6 [HNF6], FOXA1, and FOXA2) and transcriptional repressors (CUX2 and BCL6). Repression of female-specific lincRNAs in male liver, but not that of male-specific lincRNAs in female liver, was associated with enrichment of H3K27me3-associated inactive states and poised (bivalent) enhancer states. Strikingly, we found that liver-specific lincRNA gene promoters are more highly species conserved and have a significantly higher frequency of proximal binding by liver transcription factors than liver-specific protein-coding gene promoters. Orthologs for many liver lincRNAs were identified in one or more supraprimates, including two rat lincRNAs showing the same growth hormone-regulated, sex-biased expression as their mouse counterparts. This integrative analysis of liver lincRNA chromatin states, transcription factor occupancy, and growth hormone regulation provides novel insights into the expression of sex-specific lincRNAs and their potential for regulation of sex differences in liver physiology and disease.
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Upreti VV, Wahlstrom JL. Meta-analysis of hepatic cytochrome P450 ontogeny to underwrite the prediction of pediatric pharmacokinetics using physiologically based pharmacokinetic modeling. J Clin Pharmacol 2015; 56:266-83. [DOI: 10.1002/jcph.585] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Accepted: 06/29/2015] [Indexed: 11/11/2022]
Affiliation(s)
- Vijay V. Upreti
- Clinical Pharmacology, Modeling and Simulation; Amgen, Inc.; South San Francisco CA USA
| | - Jan L. Wahlstrom
- Pharmacokinetics and Drug Metabolism; Amgen, Inc.; Thousand Oaks CA USA
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