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Frequency of Important CYP450 Enzyme Gene Polymorphisms in the Iranian Population in Comparison with Other Major Populations: A Comprehensive Review of the Human Data. J Pers Med 2021; 11:jpm11080804. [PMID: 34442448 PMCID: PMC8401584 DOI: 10.3390/jpm11080804] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 08/09/2021] [Accepted: 08/13/2021] [Indexed: 01/08/2023] Open
Abstract
Genetic polymorphisms in cytochrome P450 genes can cause alteration in metabolic activity of clinically important medicines. Thus, single nucleotide variants (SNVs) and copy number variations (CNVs) in CYP genes are leading factors of drug pharmacokinetics and toxicity and form pharmacogenetics biomarkers for drug dosing, efficacy, and safety. The distribution of cytochrome P450 alleles differs significantly between populations with important implications for personalized drug therapy and healthcare programs. To provide a meta-analysis of CYP allele polymorphisms with clinical importance, we brought together whole-genome and exome sequencing data from 800 unrelated individuals of Iranian population (100 subjects from 8 major ethnics of Iran) and 63,269 unrelated individuals of five major human populations (EUR, AMR, AFR, EAS and SAS). By integrating these datasets with population-specific linkage information, we evolved the frequencies of 140 CYP haplotypes related to 9 important CYP450 isoenzymes (CYP1A2, CYP2B6, CYP2C8, CYP2C9, CYP2C19, CYP2D6, CYP2E1, CYP3A4 and CYP3A5) giving a large resource for major genetic determinants of drug metabolism. Furthermore, we evaluated the more frequent Iranian alleles and compared the dataset with the Caucasian race. Finally, the similarity of the Iranian population SNVs with other populations was investigated.
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OpenCYP: An open source database exploring human variability in activities and frequencies of polymophisms for major cytochrome P-450 isoforms across world populations. Toxicol Lett 2021; 350:267-282. [PMID: 34352333 DOI: 10.1016/j.toxlet.2021.07.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 07/22/2021] [Accepted: 07/27/2021] [Indexed: 12/12/2022]
Abstract
The open source database "OpenCYP database" has been developed based on the results of extensive literature searches from the peer-reviewed literature. OpenCYP provides data on human variability on baseline of activities and polymophism frequencies for selected cytochrome P-450 isoforms (CYP1A2, CYP2A6, CYP2D6, CYP3A4/3A5 and CYP3A7) in healthy adult populations from world populations. CYP enzymatic activities were generally expressed as the metabolic ratio (MR) between an unchanged probe drug and its metabolite(s) in urine or plasma measured in healthy adults. Data on other age groups were very limited and fragmented, constituting an important data gap. Quantitative comparisons were often hampered by the different experimental conditions used. However, variability was quite limited for CYP1A2, using caffeine as a probe substrate, with a symmetrical distribution of metabolic activity values. For CYP3A4, human variability was dependent on the probe substrate itself with low variability when data considering the dextromethorphan/demethilathed metabolite MR were used and large variability when the urinary 6β-hydroxycortisol/cortisol ratio was used. The largest variability in CYP activity was shown for CYP2D6 activity, after oral dosing of dextromethorphan, for which genetic polymorphisms are well characterised and constitute a significant source of variability. It is foreseen that the OpenCYP database can contribute to promising tools to support the further development of QIVIVE and PBK models for human risk assessment of chemicals particularly when combined with information on isoform-specific content in cells using proteomic approaches.
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53
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Kamaraju S, Mohan M, Zaharova S, Wallace B, McGraw J, Lokken J, Tierney J, Weil E, Fatunde O, Brown SA. Interactions between cardiology and oncology drugs in precision cardio-oncology. Clin Sci (Lond) 2021; 135:1333-1351. [PMID: 34076246 PMCID: PMC8984624 DOI: 10.1042/cs20200309] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 04/26/2021] [Accepted: 05/10/2021] [Indexed: 12/13/2022]
Abstract
Recent advances in treatment have transformed the management of cancer. Despite these advances, cardiovascular disease remains a leading cause of death in cancer survivors. Cardio-oncology has recently evolved as a subspecialty to prevent, diagnose, and manage cardiovascular side effects of antineoplastic therapy. An emphasis on optimal management of comorbidities and close attention to drug interactions are important in cardio-oncologic care. With interdisciplinary collaboration among oncologists, cardiologists, and pharmacists, there is potential to prevent and reduce drug-related toxicities of treatments. The cytochrome P450 (CYP450) family of enzymes and the P-glycoprotein (P-g) transporter play a crucial role in drug metabolism and drug resistance. Here we discuss the role of CYP450 and P-g in drug interactions in the field of cardio-oncology, provide an overview of the cardiotoxicity of a spectrum of cancer agents, highlight the role of precision medicine, and encourage a multidisciplinary treatment approach for patients with cancer.
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Affiliation(s)
- Sailaja Kamaraju
- Division of Hematology and Oncology, Department of
Medicine, Medical College of Wisconsin, WI, U.S.A
| | - Meera Mohan
- Division of Hematology and Oncology, Department of
Medicine, Medical College of Wisconsin, WI, U.S.A
| | - Svetlana Zaharova
- Cardio-Oncology Program, Division of Cardiovascular
Medicine, Medical College of Wisconsin, Milwaukee, WI, U.S.A
| | | | - Joseph McGraw
- Department of Pharmacy, Concordia University, Milwaukee,
WI, U.S.A
| | - James Lokken
- Department of Pharmacy, Concordia University, Milwaukee,
WI, U.S.A
| | - John Tierney
- School of Pharmacy, Medical College of Wisconsin, WI,
U.S.A
| | - Elizabeth Weil
- Department of Pharmacy, Medical College of Wisconsin, WI,
U.S.A
| | - Olubadewa Fatunde
- Division of Cardiology, Department of Medicine, Mayo Clinic
Arizona, Scottsdale, AZ, U.S.A
| | - Sherry-Ann Brown
- Cardio-Oncology Program, Division of Cardiovascular
Medicine, Medical College of Wisconsin, Milwaukee, WI, U.S.A
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54
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Gautam M, Thapa G. Cytochrome P450-mediated estrogen catabolism therapeutic avenues in epilepsy. Acta Neurol Belg 2021; 121:603-612. [PMID: 32743748 DOI: 10.1007/s13760-020-01454-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Accepted: 07/23/2020] [Indexed: 01/11/2023]
Abstract
Epilepsy is a neuropsychiatric disorder, which does not have any identifiable cause. However, experimental and clinical results have asserted that the sex hormone estrogen level and endocrine system function influence the seizure and epileptic episodes. There are available drugs to control epilepsy, which passes through the metabolism process. Cytochrome P-450 family 1 (CYP1A1) is a heme-containing mono-oxygenase that are induced several folds in most of the tissues and cells contributing to their differential expression, which regulates various metabolic processes upon administration of therapeutics. CYP1A1 gene family has been found to metabolize estrogen, a female sex hormone, which plays a central role in maintaining the health of brain altering the level of estrogen active neuropsychiatric disorder like epilepsy. Hence, in this article, we endeavor to provide an opinion of estrogen, its effects on epilepsy and catamenial epilepsy, their metabolism by CYP1A1 and new way forward to differential diagnosis and clinical management of epilepsy in future.
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Affiliation(s)
- Megha Gautam
- Department of Biological Science, Faculty of Science and Engineering, Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland
| | - Ganesh Thapa
- Department of Biological Science, Faculty of Science and Engineering, Health Research Institute, University of Limerick, Limerick, V94 T9PX, Ireland.
- Biohazards and Biosafety, Estates and Facilities, Trinity College of Dublin, The University of Dublin, College Green, Dublin 2, D02 PN40, Ireland.
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55
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Sharifi-Rad J, Quispe C, Shaheen S, El Haouari M, Azzini E, Butnariu M, Sarac I, Pentea M, Ramírez-Alarcón K, Martorell M, Kumar M, Docea AO, Cruz-Martins N, Calina D. Flavonoids as potential anti-platelet aggregation agents: from biochemistry to health promoting abilities. Crit Rev Food Sci Nutr 2021; 62:8045-8058. [PMID: 33983094 DOI: 10.1080/10408398.2021.1924612] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cardiovascular ailments are the number one cause of mortalities throughout the globe with 17.9 million deaths per year. Platelet activation and aggregation play a crucial role in the pathogenesis of arterial diseases, including acute coronary syndrome, acute myocardial infarction, cerebrovascular transient ischemia, unstable angina, among others. Flavonoids-rich plant extracts are gaining interest for treating the heart-related problems due to safe nature of these herbal extracts. Consumption of plant-food-derived bioactives, particularly flavonoids, has shown antithrombotic, and cardiovascular protective effects due to its anti-platelet activity. Preclinical and clinical trials have proven that flavonoid-rich plant extracts are protective against the cardiac ailments through anti-platelet aggregation activity. This review aims to highlight the anti-platelet aggregation potential of flavonoids with a key emphasis on the therapeutic efficacy in humans. The mechanism of flavonoids in preventing and treating cardiovascular diseases is also highlighted based on preclinical and clinical experimental trials. Further studies are the need of time for exploring the exact molecular mechanism of flavonoids as anti-platelet aggregation agents for treating heart-related problems.
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Affiliation(s)
- Javad Sharifi-Rad
- Phytochemistry Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Facultad de Medicina, Universidad del Azuay, Cuenca, Ecuador
| | - Cristina Quispe
- Facultad de Ciencias de la Salud, Universidad Arturo Prat, Iquique, Chile
| | | | - Mohammed El Haouari
- Centre Régional des Métiers de l'Education et de la Formation/Région: Fès-Meknès (Antenne de Taza), Taza Gare, Morocco.,Laboratoire Matériaux, Substances Naturelles, Environnement et Modélisation (LMSNEM), Faculté Polydisciplinaire de Taza, Université Sidi Mohamed Ben Abdellah, Taza Gare, Morocco
| | - Elena Azzini
- Centre for Research on Food and Nutrition, Council for Agricultural Research and Economics (CREA), Rome, Italy
| | - Monica Butnariu
- Banat's University of Agricultural Sciences and Veterinary Medicine "King Michael I of Romania" from Timisoara, Timis, Romania
| | - Ioan Sarac
- Banat's University of Agricultural Sciences and Veterinary Medicine "King Michael I of Romania" from Timisoara, Timis, Romania
| | - Marius Pentea
- Banat's University of Agricultural Sciences and Veterinary Medicine "King Michael I of Romania" from Timisoara, Timis, Romania
| | - Karina Ramírez-Alarcón
- Department of Nutrition and Dietetics, Faculty of Pharmacy, University of Concepcion, Concepcion, Chile
| | - Miquel Martorell
- Department of Nutrition and Dietetics, Faculty of Pharmacy, University of Concepcion, Concepcion, Chile.,Unidad de Desarrollo Tecnológico, UDT, Universidad de Concepción, Concepción, Chile
| | - Manoj Kumar
- Chemical and Biochemical Processing Division, ICAR - Central Institute for Research on Cotton Technology, Mumbai, India
| | - Anca Oana Docea
- Department of Toxicology, University of Medicine and Pharmacy of Craiova, Craiova, Romania
| | - Natália Cruz-Martins
- Faculty of Medicine, University of Porto, Porto, Portugal.,Institute for Research and Innovation in Health (i3S), University of Porto, Porto, Portugal.,Laboratory of Neuropsychophysiology, Faculty of Psychology and Education Sciences, University of Porto, Porto, Portugal
| | - Daniela Calina
- Department of Clinical Pharmacy, University of Medicine and Pharmacy of Craiova, Craiova, Romania
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56
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Dediu D, Moisik SR, Baetsen WA, Bosman AM, Waters-Rist AL. The vocal tract as a time machine: inferences about past speech and language from the anatomy of the speech organs. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200192. [PMID: 33745306 PMCID: PMC8059537 DOI: 10.1098/rstb.2020.0192] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2020] [Indexed: 12/14/2022] Open
Abstract
While speech and language do not fossilize, they still leave traces that can be extracted and interpreted. Here, we suggest that the shape of the hard structures of the vocal tract may also allow inferences about the speech of long-gone humans. These build on recent experimental and modelling studies, showing that there is extensive variation between individuals in the precise shape of the vocal tract, and that this variation affects speech and language. In particular, we show that detailed anatomical information concerning two components of the vocal tract (the lower jaw and the hard palate) can be extracted and digitized from the osteological remains of three historical populations from The Netherlands, and can be used to conduct three-dimensional biomechanical simulations of vowel production. We could recover the signatures of inter-individual variation between these vowels, in acoustics and articulation. While 'proof-of-concept', this study suggests that older and less well-preserved remains could be used to draw inferences about historic and prehistoric languages. Moreover, it forces us to clarify the meaning and use of the uniformitarian principle in linguistics, and to consider the wider context of language use, including the anatomy, physiology and cognition of the speakers. This article is part of the theme issue 'Reconstructing prehistoric languages'.
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Affiliation(s)
- Dan Dediu
- Laboratoire Dynamique De Langage (DDL) UMR 5596, Université Lumière Lyon 2, Lyon, France
| | - Scott R. Moisik
- Division of Linguistics and Multilingual Studies, Nanyang Technological University, Singapore, Republic of Singapore
| | - W. A. Baetsen
- RAAP Archeologisch Adviesbureau b.v., Leiden, The Netherlands
| | - Abel Marinus Bosman
- DFG Center for Advanced Studies ‘Words, Bones, Genes, Tools: Tracking Linguistic, Cultural, and Biological Trajectories of the Human Past’, Eberhard Karls Universität Tübingen, Tübingen, Baden-Württemberg, Germany
- IDDS Groep b.v., Noordwijk, The Netherlands
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57
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Darakjian L, Deodhar M, Turgeon J, Michaud V. Chronic Inflammatory Status Observed in Patients with Type 2 Diabetes Induces Modulation of Cytochrome P450 Expression and Activity. Int J Mol Sci 2021; 22:ijms22094967. [PMID: 34067027 PMCID: PMC8124164 DOI: 10.3390/ijms22094967] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 04/30/2021] [Accepted: 05/05/2021] [Indexed: 02/07/2023] Open
Abstract
Diabetes mellitus is a metabolic disease that causes a hyperglycemic status which leads, over time, to serious damage to the heart, blood vessels, eyes, kidneys and nerves. The most frequent form of diabetes is type 2 diabetes mellitus (T2DM) which is often part of a metabolic syndrome (hyperglycaemia, hypertension, hypercholesterolemia, abdominal obesity) that usually requires the use of several medications from different drug classes to bring each of these conditions under control. T2DM is associated with an increase in inflammatory markers such as interleukin-6 (IL-6) and the tumor necrosis factor alpha (TNF-α). Higher levels of IL-6 and TNF-α are associated with a downregulation of several drug metabolizing enzymes, especially the cytochrome P450 (P450) isoforms CYP3As and CYP2C19. A decrease in these P450 isoenzymes may lead to unexpected rise in plasma levels of substrates of these enzymes. It could also give rise to a mismatch between the genotypes determined for these enzymes, the predicted phenotypes based on these genotypes and the phenotypes observed clinically. This phenomenon is described as phenoconversion. Phenoconversion typically results from either a disease (such as T2DM) or concomitant administration of medications inducing or inhibiting (including competitive or non-competitive inhibition) a P450 isoenzyme used by other substrates for their elimination. Phenoconversion could have a significant impact on drug effects and genotypic-focused clinical outcomes. As the aging population is exposed to polypharmacy along with inflammatory comorbidities, consideration of phenoconversion related to drug metabolizing enzymes is of importance when applying pharmacogenomic results and establishing personalized and more precise drug regimens.
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Affiliation(s)
- Lucy Darakjian
- Tabula Rasa HealthCare, Precision Pharmacotherapy Research and Development Institute, Orlando, FL 32827, USA; (L.D.); (M.D.); (J.T.)
| | - Malavika Deodhar
- Tabula Rasa HealthCare, Precision Pharmacotherapy Research and Development Institute, Orlando, FL 32827, USA; (L.D.); (M.D.); (J.T.)
| | - Jacques Turgeon
- Tabula Rasa HealthCare, Precision Pharmacotherapy Research and Development Institute, Orlando, FL 32827, USA; (L.D.); (M.D.); (J.T.)
- Faculty of Pharmacy, Université de Montréal, Montreal, QC H3C 3J7, Canada
| | - Veronique Michaud
- Tabula Rasa HealthCare, Precision Pharmacotherapy Research and Development Institute, Orlando, FL 32827, USA; (L.D.); (M.D.); (J.T.)
- Faculty of Pharmacy, Université de Montréal, Montreal, QC H3C 3J7, Canada
- Correspondence: ; Tel.: +1-407-454-9964
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58
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Qian JC, Cai JP, Hu GX. Han Chinese specific cytochrome P450 polymorphisms and their impact on the metabolism of anti-hypertensive drugs with adrenoreceptor blocking properties. Expert Opin Drug Metab Toxicol 2021; 17:707-716. [PMID: 33910442 DOI: 10.1080/17425255.2021.1921147] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: Cytochrome P450 (CYP) is a monooxygenase superfamily mediating the elimination of anti-hypertensive drugs. Polymorphisms of CYP would lead to differential drug efficacy. Building relationships between genotype and phenotype will benefit individual medical treatment of hypertension.Areas covered: The review systematically summarizes the polymorphisms of four CYPs (CYP2C9, CYP2C19, CYP2D6, and CYP3A4) concentrated distributed in the Han Chinese population. Moreover, the activity of variants on metabolizing anti-hypertensive drugs are reviewed, especially drugs with adrenoceptor blocking properties, as well as their clinical relevancies.Expert opinion: The polymorphisms of CYP can cause stratification in drug exposure of antihypertensive drugs. Although the clinical relevance has been built partially, the translational medicine still lacks reliable data support. Furthermore, the studies have demonstrated that even the same CYP variant will exhibit different catalytic capability for different drugs, which is another obstacle to hinder its application. With the deepening of multiomics research and structural biology, nucleotide polymorphisms can be combined with transcriptome, proteome, metabolome and molecular structure analyses to study the susceptibility to hypertension and drug efficacy. A complete data chain would be further estabolished by combining studies of pharmacokinetics-pharmacodynamics, which can effectively promote the precise application of anti-hypertensive drugs.
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Affiliation(s)
- Jian-Chang Qian
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou Zhejiang, P.R. China
| | - Jian-Ping Cai
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou Zhejiang, P.R. China.,The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing P.R. China
| | - Guo-Xin Hu
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou Zhejiang, P.R. China
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59
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Zhao S, Wesseling S, Spenkelink B, Rietjens IMCM. Physiologically based kinetic modelling based prediction of in vivo rat and human acetylcholinesterase (AChE) inhibition upon exposure to diazinon. Arch Toxicol 2021; 95:1573-1593. [PMID: 33715020 PMCID: PMC8113213 DOI: 10.1007/s00204-021-03015-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 02/25/2021] [Indexed: 01/30/2023]
Abstract
The present study predicts in vivo human and rat red blood cell (RBC) acetylcholinesterase (AChE) inhibition upon diazinon (DZN) exposure using physiological based kinetic (PBK) modelling-facilitated reverse dosimetry. Due to the fact that both DZN and its oxon metabolite diazoxon (DZO) can inhibit AChE, a toxic equivalency factor (TEF) was included in the PBK model to combine the effect of DZN and DZO when predicting in vivo AChE inhibition. The PBK models were defined based on kinetic constants derived from in vitro incubations with liver fractions or plasma of rat and human, and were used to translate in vitro concentration-response curves for AChE inhibition obtained in the current study to predicted in vivo dose-response curves. The predicted dose-response curves for rat matched available in vivo data on AChE inhibition, and the benchmark dose lower confidence limits for 10% inhibition (BMDL10 values) were in line with the reported BMDL10 values. Humans were predicted to be 6-fold more sensitive than rats in terms of AChE inhibition, mainly because of inter-species differences in toxicokinetics. It is concluded that the TEF-coded DZN PBK model combined with quantitative in vitro to in vivo extrapolation (QIVIVE) provides an adequate approach to predict RBC AChE inhibition upon acute oral DZN exposure, and can provide an alternative testing strategy for derivation of a point of departure (POD) in risk assessment.
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Affiliation(s)
- Shensheng Zhao
- Division of Toxicology, Wageningen University and Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands.
| | - Sebastiaan Wesseling
- Division of Toxicology, Wageningen University and Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
| | - Bert Spenkelink
- Division of Toxicology, Wageningen University and Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
| | - Ivonne M C M Rietjens
- Division of Toxicology, Wageningen University and Research, Stippeneng 4, 6708 WE, Wageningen, The Netherlands
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60
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Buyssens L, De Clerck L, Schelstraete W, Dhaenens M, Deforce D, Ayuso M, Van Ginneken C, Van Cruchten S. Hepatic Cytochrome P450 Abundance and Activity in the Developing and Adult Göttingen Minipig: Pivotal Data for PBPK Modeling. Front Pharmacol 2021; 12:665644. [PMID: 33935788 PMCID: PMC8082684 DOI: 10.3389/fphar.2021.665644] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 02/26/2021] [Indexed: 12/28/2022] Open
Abstract
The Göttingen Minipig is gaining ground as nonrodent species in safety testing of drugs for pediatric indications. Due to developmental changes in pharmacokinetics and pharmacodynamics, physiologically based pharmacokinetic (PBPK) models are built to better predict drug exposure in children and to aid species selection for nonclinical safety studies. These PBPK models require high quality physiological and ADME data such as protein abundance of drug metabolizing enzymes. These data are available for man and rat, but scarce for the Göttingen Minipig. The aim of this study was to assess hepatic cytochrome P450 (CYP) protein abundance in the developing Göttingen Minipig by using mass spectrometry. In addition, sex-related differences in CYP protein abundance and correlation of CYP enzyme activity with CYP protein abundance were assessed. The following age groups were included: gestational day (GD) 84–86 (n = 8), GD 108 (n = 6), postnatal day (PND) 1 (n = 8), PND 3 (n = 8), PND 7 (n = 8), PND 28 (n = 8) and adult (n = 8). Liver microsomes were extracted and protein abundance was compared to that in adult animals. Next, the CYP protein abundance was correlated to CYP enzyme activity in the same biological samples. In general, CYP protein abundance gradually increased during development. However, we observed a stable protein expression over time for CYP4A24 and CYP20A1 and for CYP51A1, a high protein expression during the fetal stages was followed by a decrease during the first month of life and an increase toward adulthood. Sex-related differences were observed for CYP4V2_2a and CYP20A1 at PND 1 with highest expression in females for both isoforms. In the adult samples, sex-related differences were detected for CYP1A1, CYP1A2, CYP2A19, CYP2E1_2, CYP3A22, CYP4V2_2a and CYP4V2_2b with higher values in female compared to male Göttingen Minipigs. The correlation analysis between CYP protein abundance and CYP enzyme activity showed that CYP3A22 protein abundance correlated clearly with the metabolism of midazolam at PND 7. These data are remarkably comparable to human data and provide a valuable step forward in the construction of a neonatal and juvenile Göttingen Minipig PBPK model.
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Affiliation(s)
- Laura Buyssens
- Comparative Perinatal Development, Department of Veterinary Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Laura De Clerck
- Laboratory of Pharmaceutical Biotechnology, Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Ghent University, Ghent, Belgium
| | - Wim Schelstraete
- Laboratory of Pharmacology and Toxicology, Department of Pharmacology, Toxicology and Biochemistry, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Maarten Dhaenens
- Laboratory of Pharmaceutical Biotechnology, Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Ghent University, Ghent, Belgium
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Department of Pharmaceutics, Faculty of Pharmaceutical Sciences, Ghent University, Ghent, Belgium
| | - Miriam Ayuso
- Comparative Perinatal Development, Department of Veterinary Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Chris Van Ginneken
- Comparative Perinatal Development, Department of Veterinary Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Steven Van Cruchten
- Comparative Perinatal Development, Department of Veterinary Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
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61
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Mauvais-Jarvis F, Berthold HK, Campesi I, Carrero JJ, Dakal S, Franconi F, Gouni-Berthold I, Heiman ML, Kautzky-Willer A, Klein SL, Murphy A, Regitz-Zagrosek V, Reue K, Rubin JB. Sex- and Gender-Based Pharmacological Response to Drugs. Pharmacol Rev 2021; 73:730-762. [PMID: 33653873 PMCID: PMC7938661 DOI: 10.1124/pharmrev.120.000206] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
In humans, the combination of all sex-specific genetic, epigenetic, and hormonal influences of biologic sex produces different in vivo environments for male and female cells. We dissect how these influences of sex modify the pharmacokinetics and pharmacodynamics of multiple drugs and provide examples for common drugs acting on specific organ systems. We also discuss how gender of physicians and patients may influence the therapeutic response to drugs. We aim to highlight sex as a genetic modifier of the pharmacological response to drugs, which should be considered as a necessary step toward precision medicine that will benefit men and women. SIGNIFICANCE STATEMENT: This study discusses the influences of biologic sex on the pharmacokinetics and pharmacodynamics of drugs and provides examples for common drugs acting on specific organ systems. This study also discusses how gender of physicians and patients influence the therapeutic response to drugs.
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Affiliation(s)
- Franck Mauvais-Jarvis
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Heiner K Berthold
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Ilaria Campesi
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Juan-Jesus Carrero
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Santosh Dakal
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Flavia Franconi
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Ioanna Gouni-Berthold
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Mark L Heiman
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Alexandra Kautzky-Willer
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Sabra L Klein
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Anne Murphy
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Vera Regitz-Zagrosek
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Karen Reue
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
| | - Joshua B Rubin
- Section of Endocrinology, John W. Deming Department of Medicine, Diabetes Discovery and Sex-Based Medicine Laboratory, Tulane University School of Medicine and Southeast Louisiana Veterans Health Care System Medical Center, New Orleans, Louisiana (F.M.-J.); Department of Internal Medicine and Geriatrics, Bethel Clinic (EvKB), Bielefeld, Germany (H.K.B.); Department of Biomedical Sciences, University of Sassari, Sassari, Italy (I.C.); Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (J.-J.C.); W. Harry Feinstone Department of Molecular Microbiology and Immunology, the Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (S.D., S.L.K.); Laboratory of Sex-Gender Medicine, National Institute of Biostructures and Biosystems, Sassari, Italy (F.F.); Polyclinic for Endocrinology, Diabetes and Preventive Medicine (PEDP), University of Cologne, Cologne, Germany (I.G.-B.); Scioto Biosciences, Indianapolis, Indiana (M.L.H.); Department of Internal Medicine III, Clinical Division of Endocrinology, Metabolism and Gender Medicine, Medical University of Vienna, Vienna and Gender Institute Gars am Kamp, Vienna, Austria (A.K.-W.); Neuroscience Institute, Georgia State University, Atlanta, Georgia (A.M.); Berlin Institute of Gender Medicine, Charité, Universitätsmedizin Berlin, Berlin, Germany and University of Zürich, Switzerland (V.R.-Z.); Department of Human Genetics, David Geffen School of Medicine, and the Molecular Biology Institute, University of California, Los Angeles, California (K.R.); and Departments of Medicine, Pediatrics, and Neuroscience, Washington University School of Medicine, St. Louis, Missouri (J.B.R.)
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Muhammad S, Hassan SH, Al-Sehemi AG, Shakir HA, Khan M, Irfan M, Iqbal J. Exploring the new potential antiviral constituents of Moringa oliefera for SARS-COV-2 pathogenesis: An in silico molecular docking and dynamic studies. Chem Phys Lett 2021; 767:138379. [PMID: 33518774 PMCID: PMC7835070 DOI: 10.1016/j.cplett.2021.138379] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 01/19/2021] [Accepted: 01/20/2021] [Indexed: 12/16/2022]
Abstract
The interactions of two crucial proteins of COVID-19 have been investigated with potential antiviral compounds from Moringa oliefera using quantum chemical, molecular docking and dynamic methods. The results of the present investigation show that ellagic acid and apigenin possess the highest binding affinities of -7.1 and -6.5 Kcal.mol-1against nsp9 and -6.9 and -7.1 Kcal.mol-1 against nsp10, respectively. The dynamic behavior of individual proteins and their respective best docked ligand-protein complexes are also studied at 30 ns timescale. Both of these compounds also show the highest intestinal absorption and total clearance rate as compared to the other compounds under present investigation without any toxicity.
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Affiliation(s)
- Shabbir Muhammad
- Department of Physics, College of Science, King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
- Research Center for Advanced Material Science (RCAMS), King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
| | | | - Abdullah G Al-Sehemi
- Department of Chemistry, College of Science, King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
- Department of Biosciences and Territory, University of Molise, Italy
| | - Hafiz Abdullah Shakir
- Department of Zoology, University of the Punjab, Quaid-e-Azam Campus, Lahore, Pakistan
| | - Muhammad Khan
- Department of Zoology, University of the Punjab, Quaid-e-Azam Campus, Lahore, Pakistan
| | - Muhammad Irfan
- Department of Biotechnology, University of Sargodha, Sargodha, Pakistan
| | - Javed Iqbal
- Department of Chemistry, University of Agriculture Faisalabad, 38000 Faisalabad, Pakistan
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63
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Magliocco G, Desmeules J, Bosilkovska M, Thomas A, Daali Y. The 1β-Hydroxy-Deoxycholic Acid to Deoxycholic Acid Urinary Metabolic Ratio: Toward a Phenotyping of CYP3A Using an Endogenous Marker? J Pers Med 2021; 11:jpm11020150. [PMID: 33672438 PMCID: PMC7923269 DOI: 10.3390/jpm11020150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 02/15/2021] [Accepted: 02/16/2021] [Indexed: 02/08/2023] Open
Abstract
In this study, we assessed the potential use of the 1β-hydroxy-deoxycholic acid (1β-OH-DCA) to deoxycholic acid (DCA) urinary metabolic ratio (UMR) as a CYP3A metric in ten male healthy volunteers. Midazolam (MDZ) 1 mg was administered orally at three sessions: alone (control session), after pre-treatment with fluvoxamine 50 mg (12 h and 2 h prior to MDZ administration), and voriconazole 400 mg (2 h before MDZ administration) (inhibition session), and after a 7-day pre-treatment with the inducer rifampicin 600 mg (induction session). The 1β-OH-DCA/DCA UMR was measured at each session, and correlations with MDZ metrics were established. At baseline, the 1β-OH-DCA/DCA UMR correlated significantly with oral MDZ clearance (r = 0.652, p = 0.041) and Cmax (r = -0.652, p = 0.041). In addition, the modulation of CYP3A was reflected in the 1β-OH-DCA/DCA UMR after the intake of rifampicin (induction ratio = 11.4, p < 0.01). During the inhibition session, a non-significant 22% decrease in 1β-OH-DCA/DCA was observed (p = 0.275). This result could be explained by the short duration of CYP3A inhibitors intake fixed in our clinical trial. Additional studies, particularly involving CYP3A inhibition for a longer period and larger sample sizes, are needed to confirm the 1β-OH-DCA/DCA metric as a suitable CYP3A biomarker.
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Affiliation(s)
- Gaëlle Magliocco
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, 1205 Geneva, Switzerland; (G.M.); (J.D.); (M.B.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1206 Geneva, Switzerland
| | - Jules Desmeules
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, 1205 Geneva, Switzerland; (G.M.); (J.D.); (M.B.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1206 Geneva, Switzerland
- Swiss Center for Applied Human Toxicology, 1205 Geneva, Switzerland;
- Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland
| | - Marija Bosilkovska
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, 1205 Geneva, Switzerland; (G.M.); (J.D.); (M.B.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1206 Geneva, Switzerland
| | - Aurélien Thomas
- Swiss Center for Applied Human Toxicology, 1205 Geneva, Switzerland;
- Forensic Toxicology and Chemistry Unit, CURML, 1000 Lausanne University Hospital, Geneva University Hospitals, Lausanne, 1205 Geneva, Switzerland
- Faculty Unit of Toxicology, CURML, Faculty of Biology and Medicine, University of Lausanne, 1000 Lausanne, Switzerland
| | - Youssef Daali
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, 1205 Geneva, Switzerland; (G.M.); (J.D.); (M.B.)
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, 1206 Geneva, Switzerland
- Swiss Center for Applied Human Toxicology, 1205 Geneva, Switzerland;
- Faculty of Medicine, University of Geneva, 1206 Geneva, Switzerland
- Correspondence:
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Xu M, Zheng L, Zeng J, Xu W, Jiang X, Wang L. Physiologically based pharmacokinetic modeling of tramadol to inform dose adjustment and drug-drug interactions according to CYP2D6 phenotypes. Pharmacotherapy 2021; 41:277-290. [PMID: 33316842 DOI: 10.1002/phar.2494] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/06/2020] [Accepted: 11/06/2020] [Indexed: 12/23/2022]
Abstract
OBJECTIVES The objective of this study was to establish physiologically based pharmacokinetic (PBPK) models of tramadol and its active metabolite O-desmethyltramadol (M1) and to explore the influence of CYP2D6 gene polymorphism on the pharmacokinetics of tramadol and M1. Furthermore, we used PBPK modeling to prospectively predict the extent of drug-drug interactions (DDIs) in the presence of genetic polymorphisms when tramadol was co-administered with the CYP2D6 inhibitors duloxetine and paroxetine. METHODS Plasma concentrations of tramadol and M1 were used to adjust the turnover frequency (Kcat ) of CYP2D6 for phenotype populations with different CYP2D6 genotypes. PBPK models were developed to capture the pharmacokinetics between CYP2D6 extensive metabolizers (EMs), intermediate metabolizers (IMs), poor metabolizers (PMs), and ultra-rapid metabolizers (UMs). The validated models were then used to support dose adjustment in different CYP2D6 phenotypes and to predict the extent of CYP2D6-mediated DDIs when tramadol was co-administered with paroxetine or duloxetine. RESULTS The PBPK models we built accurately describe tramadol and M1 exposure in the population with different CYP2D6 phenotypes. In our prediction, the area under the concentration-time curve (AUCinf-tDlast ) of M1 is 70% lower in PMs than in EMs, 27% lower in IMs, and 15% higher in UMs. Based on the models we built, we suggest that the oral dose of tramadol should be 50% higher for IMs and 25% lower for UMs to achieve an approximately equivalent plasma exposure of M1 as in EMs. When tramadol was co-administered with paroxetine or duloxetine, the magnitude of the inhibitor-substrate interaction was lowest in EMs (0.45), secondary in IMs (0.39), and highest in PMs (0.18) in terms of M1. CONCLUSION The current example uses the PBPK model to guide dose adjustment of tramadol and to predict the effect of CYP2D6 genetic polymorphisms on DDIs for rational clinical use of tramadol in the future.
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Affiliation(s)
- Miao Xu
- Department of Clinical Pharmacy and Pharmacy Administration, West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Liang Zheng
- Department of Clinical Pharmacy and Pharmacy Administration, West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Jin Zeng
- Department of Pharmacy, Chongqing University Cancer Hospital, Chongqing, China
| | - Wenwen Xu
- Department of Clinical Pharmacy and Pharmacy Administration, West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Xuehua Jiang
- Department of Clinical Pharmacy and Pharmacy Administration, West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Ling Wang
- Department of Clinical Pharmacy and Pharmacy Administration, West China School of Pharmacy, Sichuan University, Chengdu, China
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Wang J, Chen F, Jiang H, Xu J, Meng D, Geng P, Dai D, Hu J, Zhou Y, Zhou Q, Wang S. Inhibition and Induction by Poziotinib of Different Rat Cytochrome P450 Enzymes In Vivo and in an In Vitro Cocktail Method. Front Pharmacol 2021; 11:593518. [PMID: 33746741 PMCID: PMC7970697 DOI: 10.3389/fphar.2020.593518] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 10/14/2020] [Indexed: 01/10/2023] Open
Abstract
Poziotinib is an orally active, irreversible, pan-HER tyrosine kinase inhibitor used to treat non-small cell lung cancer, breast cancer, and gastric cancer. Poziotinib is currently under clinical investigation, and understanding its drug-drug interactions is extremely important for its future development and clinical application. The cocktail method is most suitable for evaluating the activity of cytochrome P450 enzymes (CYPs). As poziotinib is partially metabolized by CYPs, cocktail probes are used to study the interaction between drugs metabolized by each CYP subtype. Midazolam, bupropion, dextromethorphan, tolbutamide, chlorzoxazone, phenacetin, and their metabolites were used to examine the effects of poziotinib on the activity of cyp1a2, 2b1, 2d1, 2c11, 2e1, and 3a1/2, respectively. The in vitro experiment was carried out by using rat liver microsomes (RLMs), whereas the in vivo experiment involved the comparison of the pharmacokinetic parameters of the probes after co-administration with poziotinib to rats to those of control rats treated with only probes. UPLC-MS/MS was used to detect the probes and their metabolites in rat plasma and rat liver microsomes. The in vitro results revealed that the half-maximal inhibitory concentration values of bupropion and tolbutamide in RLMs were 8.79 and 20.17 μM, respectively, indicating that poziotinib showed varying degrees of inhibition toward cyp2b1 and cyp2c11. Poziotinib was a competitive inhibitor of cyp2b1 and cyp2c11, with Ki values of 16.18 and 17.66 μM, respectively. No time- or concentration-dependence of inhibition by poziotinib was observed toward cyp2b1 and cyp2c11 in RLMs. Additionally, no obvious inhibitory effects were observed on the activity of cyp1a2, cyp2d1, cyp2e1, and cyp3a1/2. In vivo analysis revealed that bupropion, tolbutamide, phenacetin, and chlorzoxazone showed significantly different pharmacokinetic parameters after administration (p < 0.05); there was no significant difference in the pharmacokinetic parameters of dextromethorphan and midazolam. These results show that poziotinib inhibited cyp2b1 and cyp2c11, but induced cyp1a2 and cyp2e1 in rats. Thus, poziotinib inhibited cyp2b1 and cyp2c11 activity in rats, suggesting the possibility of interactions between poziotinib and these CYP substrates and the need for caution when combining them in clinical settings.
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Affiliation(s)
- Jinhui Wang
- Institute of Drug Discovery Technology, Ningbo University, Ningbo, China
| | - Feifei Chen
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Hui Jiang
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Jia Xu
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Deru Meng
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Peiwu Geng
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Dapeng Dai
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Jingbo Hu
- Institute of Drug Discovery Technology, Ningbo University, Ningbo, China
| | - Yunfang Zhou
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Quan Zhou
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
| | - Shuanghu Wang
- The Laboratory of Clinical Pharmacy, The Sixth Affiliated Hospital of Wenzhou Medical University, The People's Hospital of Lishui, Lishui, China
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Ribbenstedt A, Benskin JP. Rapid in-plate screening of biotransformation products in single zebrafish embryos. RSC Adv 2021; 11:27812-27819. [PMID: 35480773 PMCID: PMC9038038 DOI: 10.1039/d1ra01111a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 07/21/2021] [Indexed: 12/12/2022] Open
Abstract
A procedure was developed for rapid screening of xenobiotic biotransformation products (bioTPs) in single zebrafish (ZF; Danio rerio) embryos. Exposure was carried out from 0–120 hours post fertilization (hpf) to 6 different concentrations of the model compound propranolol (PPL). Following in-plate extraction and non-target instrumental analysis by high resolution mass spectrometry, suspected bioTPs were identified using custom data filtration scripts and matching to in silico structural predictions. A total of eight PPL bioTPs were identified (five at a level 1 confidence and one at a level 2–3 confidence). These findings supplement previously generated toxicometabolomic models derived from the same dataset, and were obtained without conducting additional exposure experiments. In addition to facilitating assessments of inter-individual variability in bioTP production in ZF embryos, we demonstrate that bioTPs can be elucidated using extremely small quantities of biomass (i.e. ∼200 μg). To the best of our knowledge, this is the first time bioTP elucidation has been carried out in single ZF embryos. A procedure was developed for rapid screening of xenobiotic biotransformation products (bioTPs) in single zebrafish (ZF; Danio rerio) embryos.![]()
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Ying Y, Wan H, Zhao X, Yu L, He Y, Jin W. Pharmacokinetic-Pharmacodynamic Modeling of the Antioxidant Activity of Quzhou Fructus Aurantii Decoction in a Rat Model of Hyperlipidemia. Biomed Pharmacother 2020; 131:110646. [PMID: 32942150 DOI: 10.1016/j.biopha.2020.110646] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 08/03/2020] [Accepted: 08/16/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Quzhou Fructus Aurantii (QFA) is an herb that is commonly used to alleviate inflammation in individuals dealing with obesity.To date, however, no systematic pharmacokinetic (PK) or pharmacodynamic (PD) analyses of the clinical efficacy of QFA under hyperlipemia-associated oxidative stress conditions have been conducted. The present study, was therefore designed to construct a PK-PD model for this herb, with the goal of linking QFA PK profiles to key therapeutic outlines to guide the therapeutic use of this herb in clinical settings. METHODS Rats were fed a high-fat diet in order to establish a model of hyperlipidemia, after which they were randomized into a normal control group (NCG), a normal treatment group (NTG), a model control group (MCG), and a model treated group (MTG) (n = 6 each). QAF decoction was used to treat rats in the NTG and MTG groups (25 g/kg), while equivalent volumes of physiological saline were administered to rats in the NCG and MCG groups. Plasma samples were collected from the mandibular vein for animals at appropriate time points and analyzed via high-performance liquid chromatography (HPLC). We evaluated PK properties for three QAF components and compared these dynamics between the NTG and MTG groups, while also measuring levels of lipid peroxidation (LPO) in the plasma of rats in all four treatment groups. We then constructed a PK-PD model based upon plasma neohesperidin, luteolin, and nobiletin concentrations and LPO levels using a three-compartment PK model together with a Sigmoid Emax PD model. This model thereby enabled us to assess the antioxidative impact of neohesperidin, luteolin, and nobiletin on hyperlipidemia in rats. RESULTS When comparing the NTG and MTG groups, we detected significant differences in the following parameters pertaining to neohesperidin, luteolin, and nobiletin:t1/2β, V1, t1/2γ, CL1 (p < 0.01) and AUC0-t, Tmax, Cmax (p < 0.05). Relative to NTG group rats, AUC0-t, TmaxandCmaxvalues significantly higher for MTG group rats (p < 0.01), while t1/2β, V1, and t1/2γ values were significantly lower in MTG group rats (p < 0.01) in MTG rats. QAF decoction also exhibited excellent PD efficacy in MTG rats, with significant reductions in plasma LPO levels relative to NTG rats (p < 0.01) following treatment. This therapeutic efficacy may be attributable to the activity of neohesperidin, luteolin, and nobiletin, as LPO levels and plasma concentrations of these compounds were negatively correlated in treated rats. Based upon Akaike Information Criterion (AIC) values, we determined that neohesperidin, luteolin, and nobiletin PK processes were consistent with a three-compartment model. Together, these findings indicated that three active components in QAF decoction (neohesperidin, luteolin, and nobiletin) may exhibit antioxidant activity in vivo. CONCLUSION Our in vivo data indicated that neohesperidin, luteolin and nobiletin components of QAF decoctions exhibit distinct PK and PD properties. Together, these findings suggest that hyperlipidemia-related oxidative stress can significantly impact QFA decoction PK and PD parameters. Our data additionally offer fundamental insights that can be used to design appropriate dosing regimens for individualized clinical QAF decoction treatment.
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Affiliation(s)
- Yuqi Ying
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
| | - Haoyu Wan
- College of Medical Technology, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
| | - Xixi Zhao
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
| | - Li Yu
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
| | - Yu He
- College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
| | - Weifeng Jin
- College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
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Gregornik D, Salyakina D, Brown M, Roiko S, Ramos K. Pediatric pharmacogenomics: challenges and opportunities: on behalf of the Sanford Children's Genomic Medicine Consortium. THE PHARMACOGENOMICS JOURNAL 2020; 21:8-19. [PMID: 32843689 DOI: 10.1038/s41397-020-00181-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 06/15/2020] [Accepted: 08/12/2020] [Indexed: 01/13/2023]
Abstract
The advent of digital, electronic, and molecular technologies has allowed the study of complete genomes. Integrating this information into drug development has opened the door for pharmacogenomic (PGx) interventions in direct patient care. PGx allows clinicians to better identify drug of choice and optimize dosing regimens based on an individual's genetic characteristics. Integrating PGx into pediatric care is a priority for the Sanford Children's Genomic Medicine Consortium, a partnership of ten children's hospitals across the US committed to the innovation and advancement of genomics in pediatric care. In this white paper, we review the current state of PGx research and its clinical utility in pediatrics, a largely understudied population, and make recommendations for advancing cutting-edge practice in pediatrics.
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Affiliation(s)
- David Gregornik
- Pharmacogenomics Program, Children's Minnesota, Minneapolis, MN, USA.
| | - Daria Salyakina
- Research Institute and Personalized Medicine Initiative, Nicklaus Children's Hospital, Miami, FL, USA
| | - Marilyn Brown
- Research Institute and Personalized Medicine Initiative, Nicklaus Children's Hospital, Miami, FL, USA
| | - Samuel Roiko
- Children's Research Institute, Minnesota, Minneapolis, MN, USA
| | - Kenneth Ramos
- Texas A&M University System, College Station, TX, USA.
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Levy EI, Hoang DM, Vandenplas Y. The effects of proton pump inhibitors on the microbiome in young children. Acta Paediatr 2020; 109:1531-1538. [PMID: 32027402 DOI: 10.1111/apa.15213] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 01/22/2020] [Accepted: 02/04/2020] [Indexed: 12/11/2022]
Abstract
AIM The use of proton pump inhibitor (PPI) treatments are increasing among paediatric patients worldwide. We aimed to review the effects of PPIs on the microbiome and its associated effect on the gastrointestinal, respiratory and metabolic systems. The role of probiotics is discussed. METHODS We searched for relevant articles published in English language in PubMed and Google Scholar. Articles were extracted using subject heading and key words of interest to the topic. RESULTS There is evidence that PPIs modify the microbiome of the mouth, gut and lungs. The specific adverse effects associated with PPIs were necrotising enterocolitis, late onset sepsis in premature infants, Clostridium difficile infection, asthma, obesity and small intestine bacterial overgrowth in young children. Studies on the use of probiotics to counteract adverse effects of PPIs were limited. CONCLUSION PPIs create dysbiosis of the microbiome in the mouth, gut and lungs in the paediatric population. Probiotics could restore dysbiosis but it has very poorly been studied if probiotics can counteract or prevent PPI induced adverse effects.
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Affiliation(s)
- Elvira I. Levy
- KidZ Health Castle Universitair Ziekenhuis Brussel Vrije Universiteit Brussel Brussels Belgium
| | - Delphine M. Hoang
- KidZ Health Castle Universitair Ziekenhuis Brussel Vrije Universiteit Brussel Brussels Belgium
| | - Yvan Vandenplas
- KidZ Health Castle Universitair Ziekenhuis Brussel Vrije Universiteit Brussel Brussels Belgium
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Lunenburg CATC, Hauser AS, Ishtiak‐Ahmed K, Gasse C. Primary Care Prescription Drug Use and Related Actionable Drug-Gene Interactions in the Danish Population. Clin Transl Sci 2020; 13:798-806. [PMID: 32166845 PMCID: PMC7359946 DOI: 10.1111/cts.12768] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 01/14/2020] [Indexed: 12/14/2022] Open
Abstract
Pharmacogenetics (PGx) aims to improve drug therapy using the individual patients' genetic make-up. Little is known about the potential impact of PGx on the population level, possibly hindering implementation of PGx in clinical care. Therefore, we investigated how many patients use actionable PGx drugs, have actionable genotypes or phenotypes and which patients could benefit the most of PGx testing. We included PGx recommendations from two international PGx consortia (Clinical Pharmacogenetics Implementation Consortium (CPIC) and Dutch Pharmacogenetics Working Group (DPWG)). Using data from publically accessible sales information drawn from the Danish Register of Medicinal Product Statistics (MEDSTAT), we identified the number of users of actionable prescription PGx drugs among the total Danish population in 2017. We estimated actionable genotypes or phenotypes based on reported frequencies from literature. We identified 49 drug-gene interactions related to 41 unique prescription drugs. The estimated median frequency of actionable genotypes or phenotypes among prescription drug users was 25% (interquartile range 7-26%). Six of 41 drugs were used more than twice as much in women. Actionable PGx drugs were most frequently used by 45-79 year old patients (62%), followed by 25-44 year old patients (18%). Almost half of the actionable PGx drugs (19/41) were psychotropics (i.e., antidepressants, antipsychotics, or psychostimulants). PGx testing can have a substantial impact on the population, as one in four prescription drug users has an actionable genotype or phenotype and could thus benefit from PGx testing. We advocate for prospective panel-based PGx testing at the time of the first PGx drug prescription ("as needed"), with PGx results ready prior to start of the first, and all future, therapies.
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Affiliation(s)
| | | | - Kazi Ishtiak‐Ahmed
- Department of Depression and AnxietyAarhus University Hospital PsychiatryAarhusDenmark
- Department of Clinical MedicineAarhus UniversityAarhusDenmark
| | - Christiane Gasse
- Department of Depression and AnxietyAarhus University Hospital PsychiatryAarhusDenmark
- Department of Clinical MedicineAarhus UniversityAarhusDenmark
- Psychosis Research UnitAarhus University Hospital PsychiatryAarhusDenmark
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Carr DF, Turner RM, Pirmohamed M. Pharmacogenomics of anticancer drugs: Personalising the choice and dose to manage drug response. Br J Clin Pharmacol 2020; 87:237-255. [PMID: 32501544 DOI: 10.1111/bcp.14407] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 05/11/2020] [Accepted: 05/22/2020] [Indexed: 12/13/2022] Open
Abstract
The field of pharmacogenomics has made great strides in oncology over the last 20 years and indeed a significant number of pre-emptive genetic tests are now routinely undertaken prior to anticancer drug administration. Many of these gene-drug interactions are the fruits of candidate gene and genome-wide association studies, which have largely focused on common genetic variants (allele frequency>1%). Examples where there is clinical utility include genotyping or phenotyping for G6PD to prevent rasburicase-induced RBC haemolysis, and TPMT to prevent thiopurine-induced bone marrow suppression. Other associations such as CYP2D6 status in determining the efficacy of tamoxifen are more controversial because of contradictory evidence from different sources, which has led to variability in the implementation of testing. As genomic technology becomes ever cheaper and more accessible, we must look to the additional data our genome can provide to explain interindividual variability in anticancer drug response. Clearly genes do not act on their own and it is therefore important to investigate genetic factors in conjunction with clinical factors, interacting concomitant drug therapies and other factors such as the microbiome, which can all affect drug disposition. Taking account of all of these factors, in conjunction with the somatic genome, is more likely to provide better predictive accuracy in determining anticancer drug response, both efficacy and safety. This review summarises the existing knowledge related to the pharmacogenomics of anticancer drugs and discusses areas of opportunity for further advances in personalisation of therapy in order to improve both drug safety and efficacy.
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Affiliation(s)
- Daniel F Carr
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, UK
| | - Richard M Turner
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, UK
| | - Munir Pirmohamed
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, UK
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Hays SM, Johnson HL, Taylor LA. A Toddler With Sudden-Onset Tremors and Change in Temperament. J Nurse Pract 2020. [DOI: 10.1016/j.nurpra.2020.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Barr JT, Tran TB, Rock BM, Wahlstrom JL, Dahal UP. Strain-Dependent Variability of Early Discovery Small Molecule Pharmacokinetics in Mice: Does Strain Matter? Drug Metab Dispos 2020; 48:613-621. [PMID: 32474442 DOI: 10.1124/dmd.120.090621] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 05/19/2020] [Indexed: 12/21/2022] Open
Abstract
Drug discovery programs routinely perform pharmacokinetic (PK) studies in mice to prioritize lead compounds based on anticipated exposure-efficacy and exposure-toxicity relationships. Because of logistical and/or technical issues, the strain of mouse in early discovery PK studies may not always match the strain in toxicity or efficacy studies. This elicits the question do appreciable strain-dependent differences in PK parameters exist to an extent that would warrant conducting PK studies in a strain that matches efficacy and toxicity models? To understand the impact that strain may have on PK parameters, we selected eight marketed drugs with well characterized absorption, distribution, metabolism, and excretion properties and diverse structures to perform PK studies in three common mouse strains (Bagg Albino c, C57BL/6, and CD-1). Some statistical strain-dependent differences were observed; however, we found good general agreement of PK parameters between strains: 88%, 100%, 75%, 76%, 94%, and 88% of compounds were within twofold across strains for clearance, volume of distribution at steady state, t 1/2, C max, T max, and oral bioavailability, respectively. Overall, we recommend that an approach using a single strain of mouse is appropriate for discovery screening PK studies, provided that proper caution is exercised. SIGNIFICANCE STATEMENT: The mouse strain in discovery pharmacokinetic (PK) studies may not match the strain in efficacy and toxicology studies. Currently, there is a gap in the literature addressing whether differences in PK parameters across mouse strains exist such that multiple PK studies are warranted. The results from this study indicated that the PK properties of clinically used drugs between mouse strains are within an acceptable range such that single strain PK is appropriate.
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Affiliation(s)
- John T Barr
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California
| | - Thuy B Tran
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California
| | - Brooke M Rock
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California
| | - Jan L Wahlstrom
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California
| | - Upendra P Dahal
- Pharmacokinetics and Drug Metabolism, Amgen Inc., South San Francisco, California
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Yuan X, Lu H, Zhao A, Ding Y, Min Q, Wang R. Transcriptional regulation of CYP3A4 by nuclear receptors in human hepatocytes under hypoxia. Drug Metab Rev 2020; 52:225-234. [PMID: 32270716 DOI: 10.1080/03602532.2020.1733004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The human hepatic cytochrome P-450 3A4 (CYP3A4), recognized as a multifunctional enzyme, has a wide range of substrates including commonly used drugs. Previous investigations demonstrated that the expression of CYP3A4 in human hepatocytes could be regulated by some nuclear receptors (NRs) at transcriptional level under diverse situations. The significance of oxygen on CYP3A4-mediated metabolism seems notable while the regulatory mode of CYP3A4 in the particular case still remains elusive. Recently, striking evidence has emerged that both CYP3A4 and its regulator NR could be inhibited by exposure to hypoxia. Therefore, it is of great importance to elucidate whether and how these NRs act in the transcriptional regulation of CYP3A4 in human hepatocytes under hypoxic conditions. In this review, we mainly summarized transcriptional regulation of the pivotal enzyme CYP3A4 by NRs and explored the possible regulatory pathways of CYP3A4 via these major NRs under hypoxia, expecting to provide favorable evidence for further clinical guidance under such pathological situations.
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Affiliation(s)
- Xuechun Yuan
- Key Laboratory of the Plateau Environmental Damage Control, The 940th Hospital of Joint Logistics Support Force of Chinese People's Liberation Army, Lanzhou, China.,College of Pharmacy, Lanzhou University, Lanzhou, China
| | - Hui Lu
- Key Laboratory of the Plateau Environmental Damage Control, The 940th Hospital of Joint Logistics Support Force of Chinese People's Liberation Army, Lanzhou, China
| | - Anpeng Zhao
- Key Laboratory of the Plateau Environmental Damage Control, The 940th Hospital of Joint Logistics Support Force of Chinese People's Liberation Army, Lanzhou, China
| | - Yidan Ding
- Key Laboratory of the Plateau Environmental Damage Control, The 940th Hospital of Joint Logistics Support Force of Chinese People's Liberation Army, Lanzhou, China.,College of Pharmacy, Lanzhou University, Lanzhou, China
| | - Qiong Min
- Pharmacy department, Gansu Provincial Cancer Hospital, Lanzhou, China
| | - Rong Wang
- Key Laboratory of the Plateau Environmental Damage Control, The 940th Hospital of Joint Logistics Support Force of Chinese People's Liberation Army, Lanzhou, China.,College of Pharmacy, Lanzhou University, Lanzhou, China
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Neyshaburinezhad N, Rouini M, Shirzad N, Esteghamati A, Nakhjavani M, Namazi S, Ardakani YH. Evaluating the effect of type 2 diabetes mellitus on CYP450 enzymes and P-gp activities, before and after glycemic control: A protocol for a case-control pharmacokinetic study. MethodsX 2020; 7:100853. [PMID: 32337164 PMCID: PMC7176986 DOI: 10.1016/j.mex.2020.100853] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 02/29/2020] [Indexed: 12/18/2022] Open
Abstract
Cytochrome P450s (CYP450) family is one of the most critical factors in the metabolism process. Hence, the present study aims to characterize the activity of CYP1A2, CYP2B6, CYP2C9, CYP2C19, CYP2D6, CYP3A4/5, and P-glycoprotein (P-gp) pump in patients with type 2 diabetes (T2DM). This characterization was performed before and after good glycemic control versus non-diabetic subjects following the administration of a substrate probe drug cocktail. This single-center clinical study proposes the characterization of T2DM impacts on major CYP450 drug-metabolizing enzyme and P-glycoprotein (P-gp) activities. The main propose of the present study is evaluating any alternation in major CYP450 enzymes and P-gp activities in patients with T2DM, before (A1C>7%) and after (A1C≤7%) good glycemic control along with comparing the activities versus non-diabetic subjects. The phenotypes will be assessed following the oral administration of a drug cocktail containing caffeine (CYP1A2), bupropion (CYP2B6), flurbiprofen (CYP2C9), omeprazole (CYP2C19), dextromethorphan (CYP2D6), midazolam (CYP3A4/5), and fexofenadine (P-gp) as probe substrates. Furthermore, the influence of variables such as glycemia, genetic polymorphisms, and inflammation on the metabolism process will be evaluated. The first patient has entered the study in Dec 2018.
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Affiliation(s)
- Navid Neyshaburinezhad
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammadreza Rouini
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Nooshin Shirzad
- Endocrinology and Metabolism Research Center (EMRC), Vali-Asr Hospital, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Esteghamati
- Endocrinology and Metabolism Research Center (EMRC), Vali-Asr Hospital, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Manouchehr Nakhjavani
- Endocrinology and Metabolism Research Center (EMRC), Vali-Asr Hospital, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Soha Namazi
- Department of Clinical Pharmacy, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Yalda H. Ardakani
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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76
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Lim S, Alshagga M, Ong CE, Chieng JY, Pan Y. Cytochrome P450 4B1 (CYP4B1) as a target in cancer treatment. Hum Exp Toxicol 2020; 39:785-796. [PMID: 32054340 DOI: 10.1177/0960327120905959] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Cytochrome P450 4B1 (CYP4B1) plays crucial roles in biotransforming of xenobiotics. Its predominant extrahepatic expression has been associated with certain tissue-specific toxicities. However, the expressions of CYP4B1 in various cancers and hence their potential roles in cancer development were inclusive. In this work, existing knowledge on expression and regulation of CYP4B1 gene and protein, catalysis of CYP4B1, association of CYP4B1 with cancers, contradicting findings about human CYP4B1 activities as well as the employing CYP4B1 in suicide gene approach for cancer treatment were reviewed. To date, it appears that there is a wide spectrum of tissue distribution of CYP4B1 with lungs as the predominant sites. Several nuclear receptors are possibly responsible for regulating its gene expression. The involvement of CYP4B1 in cancer was considered via activation of procarcinogens and neovascularization. However, human CYP4B1 was found to be inactive due to a substitution of proline with serine at position 427. Suicide gene approach combining reengineered CYP4B1 and prodrug 4-ipomeanol (4-IPO) has shown a promising potential for targeted cancer therapy. Further studies should focus on the verification of human CYP4B1 catalytic activities. More compounds with similar structure as 4-IPO should be tested to identify more alternative agents for the suicide gene approach in cancer treatment.
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Affiliation(s)
- Sym Lim
- Division of Biomedical Science, School of Pharmacy, University of Nottingham Malaysia, Selangor, Malaysia
| | - M Alshagga
- Division of Biomedical Science, School of Pharmacy, University of Nottingham Malaysia, Selangor, Malaysia
| | - C E Ong
- School of Pharmacy, International Medical University, Kuala Lumpur, Malaysia
| | - J Y Chieng
- Hospital Pantai Ampang, Kuala Lumpur, Malaysia
| | - Y Pan
- Division of Biomedical Science, School of Pharmacy, University of Nottingham Malaysia, Selangor, Malaysia
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Chen L, Wang P, Manautou JE, Zhong XB. Knockdown of Long Noncoding RNAs Hepatocyte Nuclear Factor 1 α Antisense RNA 1 and Hepatocyte Nuclear Factor 4 α Antisense RNA 1 Alters Susceptibility of Acetaminophen-Induced Cytotoxicity in HepaRG Cells. Mol Pharmacol 2020; 97:278-286. [PMID: 32029527 DOI: 10.1124/mol.119.118778] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 01/27/2020] [Indexed: 01/08/2023] Open
Abstract
Acetaminophen (APAP) is a commonly used over-the-counter drug for its analgesic and antipyretic effects. However, APAP overdose leads to severe APAP-induced liver injury (AILI) and even death as a result of the accumulation of N-acetyl-p-benzoquinone imine, the toxic metabolite of APAP generated by cytochrome P450s (P450s). Long noncoding RNAs HNF1α antisense RNA 1 (HNF1α-AS1) and HNF4α antisense RNA 1 (HNF4α-AS1) are regulatory RNAs involved in the regulation of P450 expression in both mRNA and protein levels. This study aims to determine the impact of HNF1α-AS1 and HNF4α-AS1 on AILI. Small hairpin RNAs were used to knock down HNF1α-AS1 and HNF4α-AS1 in HepaRG cells. Knockdown of these lncRNAs altered APAP-induced cytotoxicity, indicated by MTT and LDH assays. Specifically, HNF1α-AS1 knockdown decreased APAP toxicity with increased cell viability and decreased LDH release, whereas HNF4α-AS1 knockdown exacerbated APAP toxicity, with opposite effects in the MTT and LDH assays. Alterations on gene expression by knockdown of HNF1α-AS1 and HNF4α-AS1 were examined in several APAP metabolic pathways, including CYP1A2, CYP2E1, CYP3A4, UGT1A1, UGT1A9, SULT1A1, GSTP1, and GSTT1. Knockdown of HNF1α-AS1 decreased mRNA expression of CYP1A2, 2E1, and 3A4 by 0.71-fold, 0.35-fold, and 0.31-fold, respectively, whereas knockdown of HNF4α-AS1 induced mRNAs of CYP1A2, 2E1, and 3A4 by 1.3-fold, 1.95-fold, and 1.9-fold, respectively. These changes were also observed in protein levels. Knockdown of HNF1α-AS1 and HNF4α-AS1 had limited effects on the mRNA expression of UGT1A1, UGT1A9, SULT1A1, GSTP1, and GSTT1. Altogether, our study suggests that HNF1α-AS1 and HNF4α-AS1 affected AILI mainly through alterations of P450-mediated APAP biotransformation in HepaRG cells, indicating an important role of the lncRNAs in AILI. SIGNIFICANCE STATEMENT: The current research identified two lncRNAs, hepatocyte nuclear factor 1α antisense RNA 1 and hepatocyte nuclear factor 4α antisense RNA 1, which were able to affect susceptibility of acetaminophen (APAP)-induced liver injury in HepaRG cells, possibly through regulating the expression of APAP-metabolizing cytochrome P450 enzymes. This discovery added new factors, lncRNAs, which can be used to predict cytochrome P450-mediated drug metabolism and drug-induced toxicity.
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Affiliation(s)
- Liming Chen
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., P.W., J.E.M., X.-b.Z.) and Department of Pharmacology, School of Basic Medicine, Zhengzhou University, Zhengzhou, Henan, China (P.W.)
| | - Pei Wang
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., P.W., J.E.M., X.-b.Z.) and Department of Pharmacology, School of Basic Medicine, Zhengzhou University, Zhengzhou, Henan, China (P.W.)
| | - José E Manautou
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., P.W., J.E.M., X.-b.Z.) and Department of Pharmacology, School of Basic Medicine, Zhengzhou University, Zhengzhou, Henan, China (P.W.)
| | - Xiao-Bo Zhong
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., P.W., J.E.M., X.-b.Z.) and Department of Pharmacology, School of Basic Medicine, Zhengzhou University, Zhengzhou, Henan, China (P.W.)
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78
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Zhao X, Yu L, Chen Y, Wang Y, Wan H, Yang J. Comparative Pharmacokinetics of Hydrophilic Components in Salvia miltiorrhiza Bge. and Carthamus tinctorius L. in Rats That Underwent Cerebral Ischemia Reperfusion Using an HPLC-DAD Method. Front Pharmacol 2020; 10:1598. [PMID: 32038261 PMCID: PMC6992657 DOI: 10.3389/fphar.2019.01598] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 12/10/2019] [Indexed: 12/26/2022] Open
Abstract
Background In China, the combination of herb Salvia miltiorrhiza Bge. (Danshen) and Carthamus tinctorius L. (Honghua) is an effective treatment for stroke. A previous study showed that the combination of four herbal components: danshensu (DSS), hydroxysafflor yellow A (HSYA), salvianolic acid A (SAA), and salvianolic acid B (SAB) was effective for treatment of cerebral ischemia-reperfusion (I/R) injury in rats. However, the pharmacokinetic characteristics of this formula require further investigation. The present study investigated the pharmacokinetic differences between each component of in two formulas in cerebral I/R injury rats. The influencing factors may affect the compatibility of components were analyzed. Methods Focal cerebral I/R was induced by middle cerebral artery occlusion (MCAO). Rats that underwent MCAO were randomly divided into two groups and administered treatments through the tail vein. Blood samples were collected at predetermined time points following administration. The concentrations of DSS, HSYA, SAB, and SAA in rat plasma were determined using HPLC-DAD, and the main pharmacokinetic parameters were calculated. Pharmacokinetic parameters were calculated using DAS 3.2.6 software and SPSS 23.0 statistical analysis software. Results Our results showed that DSS, HSYA, SAB, and SAA in MCAO model rats had statistically significant differences in two formulas. For DSS and SAA, pharmacokinetic parameters with statistically significant differences including AUC(0−t), AUMC(0−t), MRT(0−t), VRT(0−t), t1/2z, Vz, CLz, and Cmax (P < 0.01). For HSYA, significant differences in the parameters including AUC(0−t), AUMC(0−t), MRT(0−t), VRT(0−t) (P < 0.01), CLz and Cmax (P < 0.05). Conclusion The difference in pharmacokinetic parameters in response to each component may have been due to differences in the dosages of the components (HSYA, SAA, SAB) and the compatibility of components. Meanwhile, there were many influencing factors could affect the compatibility of components, such as the metabolism by CYP450 enzymes, plasma protein binding rates, and effects related to the blood-brain barrier (BBB). Moreover, our study provided new insights, such as choosing appropriate dosages of active components of traditional Chinese medicine (TCM) to aid in prevention and treatment of cerebral ischemic diseases. The method and results in this study could provide a foundation for future pharmacological studies of the active components in Danshen and Honghua.
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Affiliation(s)
- Xixi Zhao
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, China
| | - Li Yu
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yulin Chen
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yu Wang
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, China
| | - Haitong Wan
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jiehong Yang
- College of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
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79
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Fatunde OA, Brown SA. The Role of CYP450 Drug Metabolism in Precision Cardio-Oncology. Int J Mol Sci 2020; 21:E604. [PMID: 31963461 PMCID: PMC7014347 DOI: 10.3390/ijms21020604] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 01/09/2020] [Accepted: 01/13/2020] [Indexed: 12/13/2022] Open
Abstract
As many novel cancer therapies continue to emerge, the field of Cardio-Oncology (or onco-cardiology) has become crucial to prevent, monitor and treat cancer therapy-related cardiovascular toxicity. Furthermore, given the narrow therapeutic window of most cancer therapies, drug-drug interactions are prevalent in the cancer population. Consequently, there is an increased risk of affecting drug efficacy or predisposing individual patients to adverse side effects. Here we review the role of cytochrome P450 (CYP450) enzymes in the field of Cardio-Oncology. We highlight the importance of cardiac medications in preventive Cardio-Oncology for high-risk patients or in the management of cardiotoxicities during or following cancer treatment. Common interactions between Oncology and Cardiology drugs are catalogued, emphasizing the impact of differential metabolism of each substrate drug on unpredictable drug bioavailability and consequent inter-individual variability in treatment response or development of cardiovascular toxicity. This inter-individual variability in bioavailability and subsequent response can be further enhanced by genomic variants in CYP450, or by modifications of CYP450 gene, RNA or protein expression or function in various 'omics' related to precision medicine. Thus, we advocate for an individualized approach to each patient by a multidisciplinary team with clinical pharmacists evaluating a treatment plan tailored to a practice of precision Cardio-Oncology. This review may increase awareness of these key concepts in the rapidly evolving field of Cardio-Oncology.
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Affiliation(s)
- Olubadewa A. Fatunde
- Department of Medicine, University of Texas Health Science Center at Tyler–CHRISTUS Good Shepherd Medical Center, Longview, TX 75601, USA
| | - Sherry-Ann Brown
- Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN 55905, USA
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80
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Ndikung J, Storm D, Violet N, Kramer A, Schönfelder G, Ertych N, Oelgeschläger M. Restoring circadian synchrony in vitro facilitates physiological responses to environmental chemicals. ENVIRONMENT INTERNATIONAL 2020; 134:105265. [PMID: 31734582 DOI: 10.1016/j.envint.2019.105265] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 09/26/2019] [Accepted: 10/13/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND The growing requirement of hazard and risk assessment of environmental chemicals and the efforts to minimize animal testing, increases the demand for innovative and predictive in vitro test systems in toxicology, reflecting the physiological conditions of human nature. Here, an elemental factor regulating a variety of physiological processes is the day-night rhythm. This circadian rhythm, describing a biological oscillation with a 24-h period is hardly acknowledged in toxicology and test method development. Whilst, in animals or humans the entire organism exhibits a rigorous cellular circadian synchrony, in conventional in vitro systems each cell follows its own rhythm, due to the absence of appropriate synchronizing signals. OBJECTIVE Here we investigated whether circadian synchronization of human cells in an in vitro system improves the cellular response and, thus, increases the sensitivity of the test system. Since the circadian regulation of metabolism is particularly well understood, and dioxin and dioxin-like compounds are of major concern for environmental health we focused on the ubiquitous drug metabolizing detoxification system mediated by the aryl hydrocarbon receptor (AHR). METHODS To this end, we applied various prototypical AHR activators onto different human cell lines under non-synchronized or circadian synchronized conditions and determined the dose response on representative endogenous target genes. RESULTS Remarkably, the cellular response dynamic upon chemical treatment was substantially enhanced in circadian synchronized cells and followed a rhythmic expression pattern. This broader dynamic range was associated with a strikingly higher induction of AHR target genes and the corresponding enzymatic activity, thereby rather mimicking the in vivo situation. CONCLUSION Our findings indicate that a synchronized circadian rhythm in a cell culture based test system can improve the physiological relevance of an appropriate in vitro method by reflecting the biological in vivo situation more closely. Accordingly, it is a promising tool to facilitate the wide acceptance of in vitro methods in the field of regulatory toxicology and to further optimize the toxicological assessment of environmental chemicals.
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Affiliation(s)
- Johanna Ndikung
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Diedersdorfer Weg 1, 12277 Berlin, Germany
| | - Dorothe Storm
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Diedersdorfer Weg 1, 12277 Berlin, Germany
| | - Norman Violet
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Diedersdorfer Weg 1, 12277 Berlin, Germany
| | - Achim Kramer
- Laboratory of Chronobiology, Charité - Universitätsmedizin Berlin, Germany
| | - Gilbert Schönfelder
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Diedersdorfer Weg 1, 12277 Berlin, Germany; Department of Clinical Pharmacology and Toxicology, Charité - Universitätsmedizin Berlin, Germany
| | - Norman Ertych
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Diedersdorfer Weg 1, 12277 Berlin, Germany.
| | - Michael Oelgeschläger
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Diedersdorfer Weg 1, 12277 Berlin, Germany
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81
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Circulating Extracellular Vesicles Containing Xenobiotic Metabolizing CYP Enzymes and Their Potential Roles in Extrahepatic Cells Via Cell-Cell Interactions. Int J Mol Sci 2019; 20:ijms20246178. [PMID: 31817878 PMCID: PMC6940889 DOI: 10.3390/ijms20246178] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 11/27/2019] [Accepted: 12/04/2019] [Indexed: 02/06/2023] Open
Abstract
The cytochrome P450 (CYP) family of enzymes is known to metabolize the majority of xenobiotics. Hepatocytes, powerhouses of CYP enzymes, are where most drugs are metabolized into non-toxic metabolites. Additional tissues/cells such as gut, kidneys, lungs, blood, and brain cells express selective CYP enzymes. Extrahepatic CYP enzymes, especially in kidneys, also metabolize drugs into excretable forms. However, extrahepatic cells express a much lower level of CYPs than hepatocytes. It is possible that the liver secretes CYP enzymes, which circulate via plasma and are eventually delivered to extrahepatic cells (e.g., brain cells). CYP circulation likely occurs via extracellular vesicles (EVs), which carry important biomolecules for delivery to distant cells. Recent studies have revealed an abundance of several CYPs in plasma EVs and other cell-derived EVs, and have demonstrated the role of CYP-containing EVs in xenobiotic-induced toxicity via cell–cell interactions. Thus, it is important to study the mechanism for packaging CYP into EVs, their circulation via plasma, and their role in extrahepatic cells. Future studies could help to find novel EV biomarkers and help to utilize EVs in novel interventions via CYP-containing EV drug delivery. This review mainly covers the abundance of CYPs in plasma EVs and EVs derived from CYP-expressing cells, as well as the potential role of EV CYPs in cell–cell communication and their application with respect to novel biomarkers and therapeutic interventions.
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82
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Dempsey JL, Cui JY. Microbiome is a functional modifier of P450 drug metabolism. CURRENT PHARMACOLOGY REPORTS 2019; 5:481-490. [PMID: 33312848 PMCID: PMC7731899 DOI: 10.1007/s40495-019-00200-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Host cytochrome P450s (P450s) play important roles in the bioactivation and detoxification of numerous therapeutic drugs, environmental toxicants, dietary factors, as well as endogenous compounds. Gut microbiome is increasingly recognized as our "second genome" that contributes to the xenobiotic biotransformation of the host, and the first pass metabolism of many orally exposed chemicals is a joint effort between host drug metabolizing enzymes including P450s and gut microbiome. Gut microbiome contributes to the drug metabolism via two distinct mechanisms: direct mechanism refers to the metabolism of drugs by microbial enzymes, among which reduction and hydrolysis (or deconjugation) are among the most important reactions; whereas indirect mechanism refers to the influence of host receptors and signaling pathways by microbial metabolites. Many types of microbial metabolites, such as secondary bile acids (BAs), short chain fatty acids (SCFAs), and tryptophan metabolites, are known regulators of human diseases through modulating host xenobiotic-sensing receptors. To study the roles of gut microbiome in regulating host drug metabolism including P450s, several models including germ free mice, antibiotics or probiotics treatments, have been widely used. The present review summarized the current information regarding the interactions between microbiome and the host P450s in xenobiotic biotransformation organs such as liver, intestine, and kidney, highlighting the remote sensing mechanisms underlying gut microbiome mediated regulation of host xenobiotic biotransformation. In addition, the roles of bacterial, fungal, and other microbiome kingdom P450s, which is an understudied area of research in pharmacology and toxicology, are discussed.
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Affiliation(s)
- Joseph L Dempsey
- Department of Environmental and Occupational Health Sciences, University of Washington
| | - Julia Yue Cui
- Department of Environmental and Occupational Health Sciences, University of Washington
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Maggo S, Kennedy MA, Barczyk ZA, Miller AL, Rucklidge JJ, Mulder RT, Foulds JA. Common CYP2D6, CYP2C9, and CYP2C19 Gene Variants, Health Anxiety, and Neuroticism Are Not Associated With Self-Reported Antidepressant Side Effects. Front Genet 2019; 10:1199. [PMID: 31850065 PMCID: PMC6901912 DOI: 10.3389/fgene.2019.01199] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 10/29/2019] [Indexed: 11/13/2022] Open
Abstract
Many patients prescribed an antidepressant stop taking it because of side effects. Genetic factors and psychological factors including state or trait anxiety, may explain variation in side effect outcomes. Our aim was to examine the relative contribution of genetic and psychological factors in people with self-reported antidepressant side effects. We undertook a case control study (n = 194) of people who took a selective serotonin reuptake inhibitor (SSRI) or serotonin/noradrenaline reuptake inhibitor (SNRI) in the past 2 years, recruited via social media advertising. Cases had previously not tolerated at least one trial of an SSRI or SNRI, evidenced by stopping the drug or reducing the dose by at least 50% because of a side effect. Control participants had taken an SSRI or SNRI but did not meet case criteria. Variation in the genes CYP2D6, CYP2C19, and CYP2C9 was analyzed by Sanger sequencing on DNA extracted from blood or saliva. Participants completed the Short Health Anxiety Inventory-18, K10, and NEO-FFI-3 personality questionnaire. Participants were 87.1% female. 70.8% had a current K10 score of 22 or more. There was no consistent evidence that cases had higher psychological distress, health anxiety, or neuroticism. There was low correspondence between participants' CYP2D6, CYP2C19, and CYP2C9 phenotypes and their history of antidepressant tolerability. For this cohort of patients a history of not tolerating SSRI or SNRI therapy was not associated with variation in the pharmacogenes we tested, nor was it associated with health anxiety or neuroticism.
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Affiliation(s)
- Simran Maggo
- Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Martin A Kennedy
- Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Zoe A Barczyk
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - Allison L Miller
- Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Julia J Rucklidge
- Department of Psychology, University of Canterbury, Christchurch, New Zealand
| | - Roger T Mulder
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
| | - James A Foulds
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
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84
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Lee SE, Duran-Martinez M, Khantsis S, Bianchi DW, Guedj F. Challenges and Opportunities for Translation of Therapies to Improve Cognition in Down Syndrome. Trends Mol Med 2019; 26:150-169. [PMID: 31706840 DOI: 10.1016/j.molmed.2019.10.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 10/02/2019] [Accepted: 10/03/2019] [Indexed: 02/07/2023]
Abstract
While preclinical studies have reported improvement of behavioral deficits in the Ts65Dn mouse model of Down syndrome (DS), translation to human clinical trials to improve cognition in individuals with DS has had a poor success record. Timing of the intervention, choice of animal models, strategy for drug selection, and lack of translational endpoints between animals and humans contributed to prior failures of human clinical trials. Here, we focus on in vitro cell models from humans with DS to identify the molecular mechanisms underlying the brain phenotype associated with DS. We emphasize the importance of using these cell models to screen for therapeutic molecules, followed by validating them in the most suitable animal models prior to initiating human clinical trials.
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Affiliation(s)
- Sarah E Lee
- Medical Genetics Branch (Prenatal Genomic and Therapy Section), National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Monica Duran-Martinez
- Medical Genetics Branch (Prenatal Genomic and Therapy Section), National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sabina Khantsis
- Medical Genetics Branch (Prenatal Genomic and Therapy Section), National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Diana W Bianchi
- Medical Genetics Branch (Prenatal Genomic and Therapy Section), National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA; Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda 20892, MD, USA
| | - Faycal Guedj
- Medical Genetics Branch (Prenatal Genomic and Therapy Section), National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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85
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de Mello CPP, Rumsey J, Slaughter V, Hickman JJ. A human-on-a-chip approach to tackling rare diseases. Drug Discov Today 2019; 24:2139-2151. [PMID: 31412288 PMCID: PMC6856435 DOI: 10.1016/j.drudis.2019.08.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 07/18/2019] [Accepted: 08/05/2019] [Indexed: 12/20/2022]
Abstract
Drug development for rare diseases, classified as diseases with a prevalence of < 200 000 patients, is limited by the high cost of research and low target population. Owing to a lack of representative disease models, research has been challenging for orphan drugs. Human-on-a-chip (HoaC) technology, which models human tissues in interconnected in vitro microfluidic devices, has the potential to lower the cost of preclinical studies and increase the rate of drug approval by introducing human phenotypic models early in the drug discovery process. Advances in HoaC technology can drive a new approach to rare disease research and orphan drug development.
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Affiliation(s)
| | | | - Victoria Slaughter
- NanoScience Technology Center, University of Central Florida, Orlando, FL 32826, USA
| | - James J Hickman
- NanoScience Technology Center, University of Central Florida, Orlando, FL 32826, USA; Hesperos, Inc., Orlando, FL 32826, USA.
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86
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Kapedanovska-Nestorovska A, Dimovski AJ, Sterjev Z, Matevska Geskovska N, Suturkova L, Ugurov P, Mitrev Z, Rosalia R. The AKR1D1*36 ( rs1872930) Allelic Variant Is Independently Associated With Clopidogrel Treatment Outcome. Pharmgenomics Pers Med 2019; 12:287-295. [PMID: 31695473 PMCID: PMC6814350 DOI: 10.2147/pgpm.s222212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 09/23/2019] [Indexed: 12/11/2022] Open
Abstract
AIMS The present observational cohort study evaluated the association between the AKR1D1*36 (rs1872930) allele and the risk of major adverse cardiovascular and cerebrovascular events (MACCE) in clopidogrel treated patients. METHODS We screened 198 consecutive cardiovascular patients on clopidogrel therapy admitted in October to November 2010 with cardiovascular or cerebrovascular symptoms; of these 118 met the study protocol entry criteria; the median age of the cohort was 62.5 years (IQR 57-66 years), and 55% were females. RESULTS The median follow up time was 38.5 (IQR 24-48) months; Kaplan-Meier/Log-rank analysis showed that patients carrying the AKR1D1*36 allelic variant have a shorter event-free-survival compared to wild type patients, hazard ratio = 2.193 (95% CI, 1.091 to 4.406); p = 0.0155. Multivariable Cox regression analysis confirmed the AKR1D1*36 allele as an independent risk factor (HR = 2.36; 95% CI, 1.34 to 4.18) and identified 3 other risk factors for MACCE; previous percutaneous interventions (PCI), HR = 2.78; (95% CI, 1.34 to 5.78), and a history of myocardial infarction, HR = 2.62; (95% CI, 1.48 to 4.64) at baseline and the previously reported CYP2C19*2 polymorphism (HR = 2.33; 95% CI, 1.33 to 4.06). CONCLUSION The AKR1D1*36 (rs1872930) variant is independently associated with a higher risk for MACCE and shorter event-free survival time.
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Affiliation(s)
- Aleksandra Kapedanovska-Nestorovska
- Center for Biomolecular and Pharmaceutical Analysis, Faculty of Pharmacy, University Ss Cyril and Methodius, Skopje, Republic of North Macedonia
| | - Aleksandar J Dimovski
- Center for Biomolecular and Pharmaceutical Analysis, Faculty of Pharmacy, University Ss Cyril and Methodius, Skopje, Republic of North Macedonia
- Research Center for Genetic Engineering and Biotechnology “Georgi D.Efremov”, Macedonian Academy of Sciences and Arts, Skopje, Republic of North Macedonia
| | - Zoran Sterjev
- Center for Biomolecular and Pharmaceutical Analysis, Faculty of Pharmacy, University Ss Cyril and Methodius, Skopje, Republic of North Macedonia
| | - Nadica Matevska Geskovska
- Center for Biomolecular and Pharmaceutical Analysis, Faculty of Pharmacy, University Ss Cyril and Methodius, Skopje, Republic of North Macedonia
| | - Ljubica Suturkova
- Center for Biomolecular and Pharmaceutical Analysis, Faculty of Pharmacy, University Ss Cyril and Methodius, Skopje, Republic of North Macedonia
| | - Petar Ugurov
- Semi Intensive Care Unit, Zan Mitrev Clinic, Skopje, Republic of North Macedonia
| | - Zan Mitrev
- Department of Cardiovascular Surgery, Zan Mitrev Clinic, Skopje, Republic of North Macedonia
| | - Rodney Rosalia
- Department of Clinical Research, Zan Mitrev Clinic, Skopje, Republic of North Macedonia
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87
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AKR1D1*36 C>T (rs1872930) allelic variant is associated with variability of the CYP2C9 genotype predicted pharmacokinetics of ibuprofen enantiomers - a pilot study in healthy volunteers. ACTA PHARMACEUTICA (ZAGREB, CROATIA) 2019; 69:399-412. [PMID: 31259734 DOI: 10.2478/acph-2019-0032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/18/2019] [Indexed: 01/19/2023]
Abstract
The relative contribution of CYP2C9 allelic variants to the pharmacokinetics (PK) of ibuprofen (IBP) enantiomers has been studied extensively, but the potential clinical benefit of pharmacogenetically guided IBP treatment is not evident yet. The role of AKR1D1*36C>T (rs 1872930) allelic variant in interindividual variability of CYP450 mediated drug metabolism was recently elucidated. A total of 27 healthy male subjects, volunteers in IBP single-dose two-way cross-over bioequivalence studies were genotyped for CYP2C9*2, CYP2C9*3 and AKR1D1*36 polymorphisms. The correlation between CYP2C9 and AKR1D1 genetic profile and the PK parameters for S-(+) and R-(-)-IBP was evaluated. Remarkable changes in the PK values pointing to reduced CYP2C9 enzyme activity were detected only in the CYP2C9*2 allelic variant carriers. Statistically significant association between the AKR1D1*36 allele and the increased IBP metabolism (low AUC0-t and 0-∞, high Cltot and short tmax values for both enantiomers) was observed in subjects carrying the CYP2C9 *1/*3 or CYP2C9*1/*1 genotype. The clinical value of concomitant CYP2C9 and AKR1D1 genotyping has to be further verified.
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88
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Abstract
The cytochromes P450 comprise a family of enzymes that are responsible for around three-quarters of all drug metabolism reactions that occur in human populations. Many isoforms of cytochrome P450 exist but most reactions are undertaken by CYP2C9, CYP2C19, CYP2D6 and CYP3A4. This brief review focusses on the first three isozymes which exhibit polymorphism of phenotype.If there is a wide variation in drug metabolising capacity within the population, this may precipitate clinical consequences and influence the drug treatment of patients. Such problems range from a lack of efficacy to unanticipated toxicity. In order to minimise untoward events and "personalise" a patient's treatment, efforts have been made to discover an individual's drug metabolism status. This requires knowledge of the subject's phenotype at the time of clinical treatment. Since such testing is difficult, time-consuming and costly, the simpler approach of genotyping has been advocated.However, the correlation between genotype and phenotype is not good, with values of up to 50% misprediction being reported. Genotype-assisted forecasts cannot therefore be used with confidence to replace actual phenotype measurements. Obfuscating factors discussed include gene splicing, single nucleotide polymorphisms, epigenetics and microRNA, transcription regulation and multiple gene copies.
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89
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Wang P, Liu G, Nie Y, Han S, Li J, Zhong XB, Zhang L. Epigenetic Memory Is Involved in the Persistent Alterations of Drug-Processing Genes in Adult Mice due to PCN-Activated PXR during Early Life. Toxicol Sci 2019; 172:98-108. [PMID: 31388680 DOI: 10.1093/toxsci/kfz177] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 06/30/2019] [Accepted: 07/22/2019] [Indexed: 11/13/2022] Open
Abstract
Pregnane X receptor (PXR), which can be activated by xenobiotic chemicals (including pediatric drugs), plays a key role in the regulation of drug-processing genes (DPGs). The induction of DPGs due to PXR activation may reduce therapeutic efficacy or cause toxicity. This work aims to demonstrate the impact of pregnenolone 16α-carbonitrile (PCN)-mediated PXR activation during early life on DPGs expression and drug sensitivity in adulthood, as well as the underlying mechanism. In this study, mice were sacrificed at postnatal day 60 to detect the hepatic expression of selected DPGs and histone modifications in the Cyp3a11 promoter. We found that all doses of PCN treatment (50-200 mg/kg/day) at postnatal days 5-8 resulted in persistently increased CYP2B10 expression, whereas only high doses of PCN treatment (150 and 200 mg/kg/day) persistently induced the expression of CYP3A11, 1A2, and UGTA1A1. We also demonstrated that PCN treatment before postnatal day 15 had a long-term impact on the expression of CYP3A11, 2B10, ABCC4, and PAPSS2. Additionally, elevated expression of CYP3A11, SULT2A1, UGT1A1, and PAPSS2 was observed in PCN-treated groups at days 25-28. Attenuated inducibility of CYP3A11 by PCN was seen in the primary hepatocytes derived from PCN-pretreated mice. Moreover, enhanced H3K4me3 level and reduced H3K27me3 level in the PXR response elements (PXREs) of the Cyp3a11 promoter may contribute to the persistent up-regulation of CYP3A11 by neonatal PCN treatment. Overall, our study suggests that PXR activation during early life could persistently alter the hepatic expression of DPGs and epigenetic memory may be an underlying mechanism in mice.
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Affiliation(s)
- Pei Wang
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 45001, China
| | - Guangming Liu
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 45001, China
| | - Yali Nie
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 45001, China
| | - Shengna Han
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 45001, China
| | - Jiangfeng Li
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 45001, China
| | - Xiao-Bo Zhong
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut, USA
| | - Lirong Zhang
- Department of Pharmacology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan 45001, China
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90
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Curtis SW, Cobb DO, Kilaru V, Terrell ML, Marder ME, Barr DB, Marsit CJ, Marcus M, Conneely KN, Smith AK. Exposure to polybrominated biphenyl and stochastic epigenetic mutations: application of a novel epigenetic approach to environmental exposure in the Michigan polybrominated biphenyl registry. Epigenetics 2019; 14:1003-1018. [PMID: 31200609 DOI: 10.1080/15592294.2019.1629232] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Endocrine-disrupting compounds are associated with altered epigenetic regulation and adverse health outcomes, although inconsistent results suggest that people have varied responses to the same exposure. Interpersonal variation in response to environmental exposures is not identified using standard, population-based methods. However, methods that capture an individual's response, such as analyzing stochastic epigenetic mutations (SEMs), may capture currently missed effects of environmental exposure. To test whether polybrominated biphenyl (PBB) was associated with SEMs, DNA methylation was measured using Illumina's MethylationEPIC array in PBB-exposed individuals, and SEMs were identified. Association was tested using a linear regression with robust sandwich variance estimators, controlling for age, sex, lipids, and cell types. The number of SEMs was variable (range: 119-18,309), and positively associated with age (p = 1.23e-17), but not with sex (p = 0.97). PBBs and SEMs were only positively associated in people who were older when they were exposed (p = 0.02 vs. p = 0.91). Many subjects had SEMs enriched in biological pathways, particularly in pathways involved with xenobiotic metabolism and endocrine function. Higher number of SEMs was also associated with higher age acceleration (intrinsic: p = 1.70e-3; extrinsic: p = 3.59e-11), indicating that SEMs may be associated with age-related health problems. Finding an association between environmental contaminants and higher SEMs may provide insight into individual differences in response to environmental contaminants, as well as into the biological mechanism behind SEM formation. Furthermore, these results suggest that people may be particularly vulnerable to epigenetic dysregulation from environmental exposures as they age.
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Affiliation(s)
- Sarah W Curtis
- a Genetics and Molecular Biology Program, Laney Graduate School, Emory University School of Medicine , Atlanta , GA , USA
| | - Dawayland O Cobb
- b Department of Gynecology and Obstetrics, Emory University School of Medicine , Atlanta , GA , USA
| | - Varun Kilaru
- b Department of Gynecology and Obstetrics, Emory University School of Medicine , Atlanta , GA , USA
| | - Metrecia L Terrell
- c Department of Epidemiology, Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - M Elizabeth Marder
- d Department of Environmental Health, Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Dana Boyd Barr
- d Department of Environmental Health, Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Carmen J Marsit
- d Department of Environmental Health, Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Michele Marcus
- e Departments of Epidemiology, Environmental Health, Emory University Rollins School of Public Health, and Department of Pediatrics Emory University School of Medicine , Atlanta , GA , USA
| | - Karen N Conneely
- f Department of Human Genetics, Emory University School of Medicine , Atlanta , GA , USA
| | - Alicia K Smith
- g Departments of Gynecology and Obstetrics & Psychiatry and Behavioral Science, Emory University School of Medicine , Atlanta , GA , USA
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91
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Gravel S, Chiasson JL, Gaudette F, Turgeon J, Michaud V. Use of 4β-Hydroxycholesterol Plasma Concentrations as an Endogenous Biomarker of CYP3A Activity: Clinical Validation in Individuals With Type 2 Diabetes. Clin Pharmacol Ther 2019; 106:831-840. [PMID: 31002385 DOI: 10.1002/cpt.1472] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 03/29/2019] [Indexed: 12/19/2022]
Abstract
The relevance of endogenous 4β-hydroxycholesterol (4β-OHC) plasma concentrations or of the 4β-OHC/total cholesterol concentration ratio (4β-OHC ratio) as surrogate markers of cytochrome P450 3A (CYP3A) activity was evaluated in individuals with (n = 38) or without (n = 35) type 2 diabetes (T2D). Midazolam was used as a comparator to validate exploratory measures of phenotypic CYP3A activity. Metabolic ratios of orally administered midazolam in nondiabetic and diabetic populations correlated significantly with 4β-OHC (rs = 0.64 and 0.48; P ≤ 0.003) and 4β-OHC ratio (rs = 0.69 and 0.46; P ≤ 0.003), respectively. Activity of CYP3A was lower in the T2D population compared with nondiabetic subjects; this decrease was reflected in 4β-OHC concentrations (24.33 vs. 12.58 ng/mL; P < 0.0001) and 4β-OHC ratio (0.13 vs. 0.09 (× 104 ); P < 0.0002). These results suggest that 4β-OHC should be considered as a valid, convenient, and easy to use endogenous biomarker of CYP3A activity in patients.
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Affiliation(s)
- Sophie Gravel
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada.,CRCHUM-Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada
| | - Jean-Louis Chiasson
- CRCHUM-Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.,CHUM, Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada.,Faculty of Medicine, Université of Montréal, Montréal, Québec, Canada
| | - Fleur Gaudette
- CRCHUM-Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada
| | - Jacques Turgeon
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada.,CRCHUM-Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada
| | - Veronique Michaud
- Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada.,CRCHUM-Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Québec, Canada
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92
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Phenotyping of Human CYP450 Enzymes by Endobiotics: Current Knowledge and Methodological Approaches. Clin Pharmacokinet 2019; 58:1373-1391. [DOI: 10.1007/s40262-019-00783-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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93
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Li X, Tian Y, Tu MJ, Ho PY, Batra N, Yu AM. Bioengineered miR-27b-3p and miR-328-3p modulate drug metabolism and disposition via the regulation of target ADME gene expression. Acta Pharm Sin B 2019; 9:639-647. [PMID: 31193825 PMCID: PMC6543075 DOI: 10.1016/j.apsb.2018.12.002] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 11/07/2018] [Accepted: 11/15/2018] [Indexed: 12/31/2022] Open
Abstract
Drug-metabolizing enzymes, transporters, and nuclear receptors are essential for the absorption, distribution, metabolism, and excretion (ADME) of drugs and xenobiotics. MicroRNAs participate in the regulation of ADME gene expression via imperfect complementary Watson-Crick base pairings with target transcripts. We have previously reported that Cytochrome P450 3A4 (CYP3A4) and ATP-binding cassette sub-family G member 2 (ABCG2) are regulated by miR-27b-3p and miR-328-3p, respectively. Here we employed our newly established RNA bioengineering technology to produce bioengineered RNA agents (BERA), namely BERA/miR-27b-3p and BERA/miR-328-3p, via fermentation. When introduced into human cells, BERA/miR-27b-3p and BERA/miR-328-3p were selectively processed to target miRNAs and thus knock down CYP3A4 and ABCG2 mRNA and their protein levels, respectively, as compared to cells treated with vehicle or control RNA. Consequently, BERA/miR-27b-3p led to a lower midazolam 1'-hydroxylase activity, indicating the reduction of CYP3A4 activity. Likewise, BERA/miR-328-3p treatment elevated the intracellular accumulation of anticancer drug mitoxantrone, a classic substrate of ABCG2, hence sensitized the cells to chemotherapy. The results indicate that biologic miRNA agents made by RNA biotechnology may be applied to research on miRNA functions in the regulation of drug metabolism and disposition that could provide insights into the development of more effective therapies.
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Key Words
- 3′-UTR, 3′-untranslated region;, VDR, vitamin D receptor
- ABCG2
- ABCG2, ATP-binding cassette sub-family G member 2;, ADME, absorption, distribution, metabolism, and excretion
- BERA, bioengineered RNA agent;, CYP, cytochrome P450
- Bioengineered RNA
- CYP3A4
- Drug disposition
- E. coli, Escherichia coli;, FPLC, fast protein liquid chromatography
- LC--MS/MS, liquid chromatographytandem mass spectroscopy;, microRNA, miR or miRNA
- RNAi, RNA interference;, RT-qPCR, reverse transcription quantitative real-time polymerase chain reaction
- RXRα, retinoid X receptor α;, tRNA, transfer RNA
- miR-27b
- miR-328
- ncRNA, noncoding RNA;, PAGE, polyacrylamide gel electrophoresis
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Affiliation(s)
- Xin Li
- Key Laboratory of Molecular Target & Clinical Pharmacology, School of Pharmaceutical Sciences & the Fifth Affiliated Hospital, Guangzhou Medical University, Guangzhou 511436, China
- Department of Biochemistry & Molecular Medicine, UC Davis School of Medicine, Sacramento, CA 95817, USA
| | - Ye Tian
- Lab for Bone Metabolism, Key Lab for Space Biosciences and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi׳an 710072, China
- Department of Biochemistry & Molecular Medicine, UC Davis School of Medicine, Sacramento, CA 95817, USA
| | - Mei-Juan Tu
- Department of Biochemistry & Molecular Medicine, UC Davis School of Medicine, Sacramento, CA 95817, USA
| | - Pui Yan Ho
- Department of Biochemistry & Molecular Medicine, UC Davis School of Medicine, Sacramento, CA 95817, USA
| | - Neelu Batra
- Department of Biochemistry & Molecular Medicine, UC Davis School of Medicine, Sacramento, CA 95817, USA
| | - Ai-Ming Yu
- Department of Biochemistry & Molecular Medicine, UC Davis School of Medicine, Sacramento, CA 95817, USA
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94
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Gjestad C, Hole K, Haslemo T, Diczfalusy U, Molden E. Effect of Grapefruit Juice Intake on Serum Level of the Endogenous CYP3A4 Metabolite 4β-Hydroxycholesterol-an Interaction Study in Healthy Volunteers. AAPS JOURNAL 2019; 21:58. [PMID: 31020430 DOI: 10.1208/s12248-019-0330-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 04/05/2019] [Indexed: 12/20/2022]
Abstract
4β-Hydroxycholesterol (4βOHC) is an endogenous CYP3A4 metabolite. However, it is unclear whether circulating levels of 4βOHC may reflect hepatic CYP3A4 activity or both hepatic and intestinal enzyme activity. The aim of this study was to investigate the effect of grapefruit juice, regarded to be a selective intestinal CYP3A4 inhibitor, on serum 4βOHC levels in healthy volunteers. The participants (n = 22) consumed grapefruit juice twice daily for 3 weeks followed by a 2-week washout period. Blood samples for measurements of 4βOHC and the non-CYP3A4-derived oxysterols 24-hydroxycholesterol (24OHC) and 27-hydroxycholesterol (27OHC), as well as lathosterol and total cholesterol, were drawn on days 0, 7, 21, and 35. Median individual changes (ratios) in cholesterol-corrected 4βOHC levels from baseline to weeks 1, 3, and 5 were 0.94 (P = 0.2), 0.98 (P = 0.3), and 0.97 (P = 0.9), respectively. In comparison, median changes (ratios) in cholesterol-corrected levels of 24OHC at the same points were 1.01 (P = 0.6), 0.98 (P = 0.3), and 0.99 (P = 0.5), and of 27OHC 1.01 (P = 0.8), 0.97 (P = 0.5), and 0.99 (P = 0.2). Surprisingly, serum concentration of cholesterol was significantly reduced by approximately 5% after 1 week (P = 0.03), while median cholesterol-corrected levels of lathosterol increased significantly and persistently by approximately 15% during the whole 5-week period (P < 0.04). In conclusion, the present findings suggest that intestinal CYP3A4 is not relevant for the overall formation of 4βOHC in healthy volunteers. The fact that grapefruit juice altered cholesterol homeostasis should be further investigated.
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Affiliation(s)
- Caroline Gjestad
- Center for Psychopharmacology, Diakonhjemmet Hospital, PO Box 85, Vinderen, N-0319, Oslo, Norway.
| | - Kristine Hole
- Center for Psychopharmacology, Diakonhjemmet Hospital, PO Box 85, Vinderen, N-0319, Oslo, Norway
| | - Tore Haslemo
- Center for Psychopharmacology, Diakonhjemmet Hospital, PO Box 85, Vinderen, N-0319, Oslo, Norway
| | - Ulf Diczfalusy
- Department of Laboratory Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Espen Molden
- Center for Psychopharmacology, Diakonhjemmet Hospital, PO Box 85, Vinderen, N-0319, Oslo, Norway.,Department of Pharmaceutical Biosciences, School of Pharmacy, University of Oslo, Oslo, Norway
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95
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Sun B, Gao J, Shi W, Guo Y, Fan J, Zhang J, Li X, Liu G. The interleukin-17 G-197A polymorphism is associated with cyclosporine metabolism and transplant rejection in liver transplant recipients. Pharmacogenomics 2019; 20:447-456. [PMID: 30799725 DOI: 10.2217/pgs-2018-0198] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Aim: This study aimed to investigate the effect of and mechanism involved in the IL-17 SNP on cyclosporine metabolism and outcomes of liver transplantation (LT). Materials & methods: The IL-17 genotype, IL-17 expression, postoperative outcome and cyclosporine concentration were reviewed in 106 LT recipients. The functional relevance of rs2275913 was evaluated by luciferase assay. Furthermore, L02 cells were treated with IL-17 recombinant protein or/and pregnane X receptor (PXR) knockdown lentiviruses, then the expression of PXR, CYP3A4, CYP3A5 and IL-17R were detected by PCR and western blotting. Result: The significant distribution difference at IL-17 locus G-197A was confirmed between patients with and without rejection (p = 0.035). Patients with acute rejection showed higher IL-17 level than those without rejection. Cyclosporine concentration was associated with the different IL-17 genotype (p < 0.05). Luciferase assay revealed that 197G genotype had higher luciferase activity than that in 197A genotype (p = 0.009). Furthermore, IL-17 recombinant protein remarkably promoted the expressions of PXR, CYP3A4 and CYP3A5 (p < 0.01), but not IL-17R. PXR knockdown significantly inhibited the mRNA levels of CYP3A4 and CYP3A5 but not IL-17R (p < 0.01), while IL-17 recombinant protein had no influence on the expressions of CYP3A4 and CYP3A5 when PXR was downregulated. Conclusion: This study revealed the possible association of IL-17 G-197A with cyclosporine metabolism and transplant rejection after LT, which might be partly related to the upregulations of CYP3A4/5 dependent on PXR.
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Affiliation(s)
- Bo Sun
- Department of Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China.,Shanghai Center for Drug Evaluation and Inspection, Shanghai, PR China
| | - Junwei Gao
- Department of Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Weifeng Shi
- Department of Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Yankun Guo
- Department of Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Junwei Fan
- Department of General Surgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Jigang Zhang
- Department of Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Xiaoyu Li
- Department of pharmacy, Zhongshan Hospital, Fudan University, Shanghai, PR China
| | - Gaolin Liu
- Department of Pharmacy, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
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96
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Wang F, Wu Y, Zhang J, Wang H, Xie X, Ye X, Peng D, Chen W. Induction of Cytochrome P450 Involved in the Accelerated Blood Clearance Phenomenon Induced by PEGylated Liposomes In Vivo. Drug Metab Dispos 2019; 47:364-376. [PMID: 30674617 DOI: 10.1124/dmd.118.085340] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Accepted: 01/16/2019] [Indexed: 12/15/2022] Open
Abstract
Polyethylene glycol (PEG) is recognized as an attractive excipient to modify liposomes due to its extended-circulation properties. Nevertheless, intravenous injection of polyethylene glycol-coated liposomes (PEG-L) usually triggers a rapid systemic clearance of the subsequent dose from blood circulation, which is referred to as an accelerated blood clearance (ABC) phenomenon. Therefore, since the induction of cytochrome P450 (P450) activity may lead to enhanced drug clearance, it motivated us to investigate the possibility of P450 involvement in the ABC phenomenon. In this study, polyethylene glycol-coated liposomal docetaxel was prepared and used to evaluate the magnitude of the ABC phenomenon in rats induced by repeated injection of PEG-modified liposomes. Notably, the ABC phenomenon was observed when the time interval between two doses was from 1 to 7 days, and its magnitude reached the maximum level at 3 days before gradually decreasing the time. Meanwhile, increased activity of CYP3A1, CYP2C6, and CYP1A2 was detected when PEG-L was repeatedly injected in male rats at a 3-day interval. Consistently, the expression levels of hepatic CYP3A1, CYP2C6, and CYP1A2 were also significantly increased in the repeated injection groups and their levels were highest in the 3-day interval group. P450 selective inhibitors confirmed the inhibition of hepatic CYP3A1 was accompanied by an attenuated magnitude of the ABC phenomenon, which strongly suggests that P450s may be induced by repeated injection of PEG-L, thus favoring metabolic clearance of the second dose. Collectively, herein, for the first time we demonstrate that the contribution of P450s should not be ignored in the ABC phenomenon.
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Affiliation(s)
- Fengling Wang
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Yifan Wu
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Jiwen Zhang
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Huihui Wang
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Xiaoting Xie
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Xi Ye
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Daiyin Peng
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
| | - Weidong Chen
- Institute of Drug Metabolism, School of Pharmaceutical Sciences, Anhui University of Chinese Medicine, Hefei, Anhui, China (F.W., Y.W., H.W., X.X., X.Y., D.P., W.C.); Department of Pharmacy, The Second People's Hospital of Hefei, Hefei, Anhui, China (F.W., X.Y.); and Center for Drug Delivery Systems, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China (J.Z.)
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Wang Y, Yan L, Liu J, Chen S, Liu G, Nie Y, Wang P, Yang W, Chen L, Zhong X, Han S, Zhang L. The HNF1 α-Regulated LncRNA HNF1 α-AS1 Is Involved in the Regulation of Cytochrome P450 Expression in Human Liver Tissues and Huh7 Cells. J Pharmacol Exp Ther 2019; 368:353-362. [PMID: 30602592 DOI: 10.1124/jpet.118.252940] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 12/04/2018] [Indexed: 12/20/2022] Open
Abstract
Expression of cytochrome P450s (P450s) is regulated by epigenetic factors, such as DNA methylation, histone modifications, and noncoding RNAs through different mechanisms. Among these factors, long noncoding RNAs (lncRNAs) have been shown to play important roles in the regulation of gene expression; however, little is known about the effects of lncRNAs on the regulation of P450 expression. The aim of this study was to explore the role of lncRNAs in the regulation of P450 expression by using human liver tissues and hepatoma Huh7 cells. Through lncRNA microarray analysis and quantitative polymerase chain reaction in human liver tissues, we found that the lncRNA hepatocyte nuclear factor 1 alpha antisense 1 (HNF1α-AS1), an antisense RNA of HNF1α, is positively correlated with the mRNA expression of CYP2C8, 2C9, 2C19, 2D6, 2E1, and 3A4 as well as pregnane X receptor (PXR) and constitutive androstane receptor (CAR). Gain- and loss-of-function studies in Huh7 cells transfected with small interfering RNAs or overexpression plasmids showed that HNF1α not only regulated the expression of HNF1α-AS1 and P450s, but also regulated the expression of CAR, PXR, and aryl hydrocarbon receptor (AhR). In turn, HNF1α-AS1 regulated the expression of PXR and most P450s without affecting the expression of HNF1α, AhR, and CAR. Moreover, the rifampicin-induced expression of P450s was also affected by HNF1α and HNF1α-AS1. In summary, the results of this study suggested that HNF1α-AS1 is involved in the HNF1α-mediated regulation of P450s in the liver at both basal and drug-induced levels.
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Affiliation(s)
- Yiting Wang
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Liang Yan
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Jingyang Liu
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Shitong Chen
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Guangming Liu
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Yali Nie
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Pei Wang
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Weihong Yang
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Liming Chen
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Xiaobo Zhong
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Shengna Han
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
| | - Lirong Zhang
- Department of Pharmacology (Y.W., L.Y., J.L., S.C., G.L., Y.N., P.W., S.H., L.Z.) and Forensic Medicine (W.Y.), School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China; Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China (L.Y.); and Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut (L.C., X.Z.)
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Barnes RC, Kim H, Fang C, Bennett W, Nemec M, Sirven MA, Suchodolski JS, Deutz N, Britton RA, Mertens-Talcott SU, Talcott ST. Body Mass Index as a Determinant of Systemic Exposure to Gallotannin Metabolites during 6-Week Consumption of Mango (Mangifera indica L.) and Modulation of Intestinal Microbiota in Lean and Obese Individuals. Mol Nutr Food Res 2018; 63:e1800512. [PMID: 30427574 DOI: 10.1002/mnfr.201800512] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 10/19/2018] [Indexed: 12/13/2022]
Abstract
SCOPE This human clinical pilot trial investigated pharmacokinetics of gallotannin-metabolites and modulation of intestinal microbiota in healthy lean and obese individuals after 6 weeks of daily mango consumption. METHODS AND RESULTS Participants are divided into three groups: Lean Mango (LM: n = 12; BMI = 22.9 kg m-2 ), Obese Mango (OM: n = 9; BMI = 34.6 kg m-2 ), and Lean Control (LC: n = 11; BMI = 22.1 kg m-2 ). LM and OM consumed 400 g of mango per day for 6 weeks. LC consumed mango only on Days 0 and 42. After 6 weeks, LM experienced increased systemic exposure (AUC0-8h ) to gallotannin-metabolites, 1.4-fold (p = 0.043). The greatest increase is 4-O-methyl-gallic acid, 3.3-fold (p = 0.0026). Cumulative urinary excretion of gallotannin-metabolites significantly increased in LM and OM, but not LC. For OM, qPCR data show increased levels of tannase-producing Lactococcus lactis and decreased levels of Clostridium leptum and Bacteroides thetaiotaomicron, bacteria associated with obesity. LM experienced an increased trend of fecal levels of butyric (1.3-fold; p = 0.09) and valeric acids (1.5-fold; p = 0.056). Plasma endotoxins showed a decreased trend in LM and OM. CONCLUSION Continuous mango intake significantly increased systemic exposure to gallotannin- metabolites and induced an increased trend for fecal short-chain fatty acids in lean but not obese individuals. This pharmacokinetic discrepancy may result in BMI-associated reduced gallotannin-derived health benefits.
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Affiliation(s)
- Ryan C Barnes
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
| | - Hyemee Kim
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
| | - Chuo Fang
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
| | - William Bennett
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
| | - Matthew Nemec
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
| | - Maritza A Sirven
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
| | - Jan S Suchodolski
- Gastrointestinal Laboratory, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, 77843, TX, USA
| | - Nicolaas Deutz
- Center for Translational Research in Aging and Longevity, Department of Health and Kinesiology, Texas A&M University, College Station, 77843, TX, USA
| | - Robert A Britton
- Therapeutic Microbiology Laboratory, Department of Molecular Virology and Microbiology, Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, Houston, 77030, TX, USA
| | | | - Stephen T Talcott
- Department of Nutrition and Food Science, Texas A&M University, College Station, 77843, TX, USA
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99
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Weerts ZZRM, Keszthelyi D, Vork L, Aendekerk NCP, Frijlink HW, Brouwers JRBJ, Neef C, Jonkers DMAE, Masclee AAM. A Novel Ileocolonic Release Peppermint Oil Capsule for Treatment of Irritable Bowel Syndrome: A Phase I Study in Healthy Volunteers. Adv Ther 2018; 35:1965-1978. [PMID: 30284674 DOI: 10.1007/s12325-018-0802-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Peppermint oil (PO) has been shown to reduce abdominal pain in patients with irritable bowel syndrome (IBS). PO is assumed to induce intestinal smooth muscle relaxation and desensitization of nociceptive nerve afferents. To increase colonic PO concentration, an ileocolonic release peppermint oil (IC-PO) capsule has been developed. The aim of this study was to compare pharmacokinetic parameters of the currently available small intestinal release PO (SI-PO) and the novel IC-PO. METHODS In this randomized, double-blind, crossover study, subjects received 182 mg of either SI-PO or IC-PO in a crossover design with a washout period of more than 14 days. Blood samples were collected to determine menthol glucuronide concentrations. RESULTS Eight healthy volunteers (50% female, median age 22) were included. The time to reach the maximum concentration (Tmax) of IC-PO was significantly longer compared to SI-PO with a median (IQR) of 360 (360-405) versus 180 (120-180) min. The lag time (Tlag) was significantly longer with a median (IQR) of 225 (204-284) for IC-PO compared to 37 (6-65) min for SI-PO. The areas under the menthol glucuronide plasma concentration-time curves were significantly smaller with a median (IQR) of 2331 μg h/L (2006-2510) for IC-PO compared to 2623 μg h/L (2471-2920) for SI-PO. No significant differences were found in peak concentrations and elimination half-lives. CONCLUSION IC-PO has a significantly delayed peak menthol glucuronide concentration and Tlag, both pointing to the release of PO in the more distal part of the intestine. This may enhance therapeutic efficacy as it results in increased exposure of colonic mucosal afferents to the PO. A randomized controlled trial investigating the efficacy of SI and IC-PO in IBS is currently ongoing. TRIAL REGISTRATION ClinicalTrials.gov identifier, NCT02291445, EudraCT database 2014-004195-32.
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Affiliation(s)
- Zsa Zsa R M Weerts
- Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Daniel Keszthelyi
- Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Lisa Vork
- Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Nic C P Aendekerk
- Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Henderik W Frijlink
- Department of Pharmaceutical Technology and Biopharmacy, University of Groningen, Groningen Research Institute of Pharmacy, Groningen, The Netherlands
| | - Jacobus R B J Brouwers
- Unit of Pharmacotherapy, Pharmacoepidemiology and Pharmacoeconomics, University of Groningen, Groningen Research Institute of Pharmacy, Groningen, The Netherlands
| | - Cees Neef
- Department of Clinical Pharmacy and Toxicology, CAPHRI School for Public Health and Primary Care, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Daisy M A E Jonkers
- Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Ad A M Masclee
- Division of Gastroenterology-Hepatology, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Center, Maastricht, The Netherlands
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100
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Adiwidjaja J, Boddy AV, McLachlan AJ. A Strategy to Refine the Phenotyping Approach and Its Implementation to Predict Drug Clearance: A Physiologically Based Pharmacokinetic Simulation Study. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2018; 7:798-808. [PMID: 30260092 PMCID: PMC6310868 DOI: 10.1002/psp4.12355] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 09/10/2018] [Indexed: 12/13/2022]
Abstract
The phenotyping approach to predict drug metabolism activity is often hampered by a lack of correlation between the probe and the drug of interest. In this article, we present a strategy to refine the phenotyping approach based on a physiologically based pharmacokinetic simulation (implemented in Simcyp Simulator version 17) using previously published models. The apparent clearance (CL/F) of erlotinib was better predicted by the sum of caffeine and i.v. midazolam CL/F (r2 = 0.60) compared to that of either probe drug alone. The clearance of atorvastatin and repaglinide had a strong correlation (r2 = 0.70 and 0.63, respectively) with that of pitavastatin (a SLCO1B1 probe). Use of multiple probes for drugs that are predominantly metabolized by more than one cytochrome P450 (CYP) enzyme should be considered. In a case in which hepatic uptake transporters play a significant role in the disposition of a drug, the pharmacokinetic of a transporter probe will provide better predictions of the drug clearance.
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Affiliation(s)
- Jeffry Adiwidjaja
- Sydney Pharmacy School, The University of Sydney, Sydney, New South Wales, Australia
| | - Alan V Boddy
- Sydney Pharmacy School, The University of Sydney, Sydney, New South Wales, Australia.,School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, South Australia, Australia
| | - Andrew J McLachlan
- Sydney Pharmacy School, The University of Sydney, Sydney, New South Wales, Australia
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