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Nakajima M, Yamazaki H, Yoshinari K, Kobayashi K, Ishii Y, Nakai D, Kamimura H, Kume T, Saito Y, Maeda K, Kusuhara H, Tamai I. Contribution of Japanese scientists to drug metabolism and disposition. Drug Metab Dispos 2025; 53:100071. [PMID: 40245580 DOI: 10.1016/j.dmd.2025.100071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 03/18/2025] [Accepted: 03/19/2025] [Indexed: 04/19/2025] Open
Abstract
Japanese researchers have played a pivotal role in advancing the field of drug metabolism and disposition, as demonstrated by their substantial contributions to the journal Drug Metabolism and Disposition (DMD) over the past 5 decades. This review highlights the historical and ongoing impact of Japanese scientists on DMD, celebrating their achievements in elucidating drug metabolism, membrane transport, pharmacokinetics, and toxicology. From the discovery of cytochrome P450 by Tsuneo Omura and Ryo Sato in 1962 to subsequent advances in drug transport research, Japan has maintained a leading position in the field. A geographical analysis of DMD publications reveals a notable increase in contributions from Japan during the 1980s, ranking second globally and maintaining this position through the 2000s. However, recent years have seen a slight decline in output, likely influenced by the COVID-19 pandemic and increased online journals as well as structural changes within academia and industry. Importantly, this trend is not unique to Japan. To sustain excellence and innovation in this field, it is crucial to strengthen funding for absorption, distribution, metabolism, excretion, and toxicity research and promote collaborations between academia, industry, and regulatory agencies. By prioritizing the translation of fundamental discoveries into drug development and clinical applications, scientists in this area can further advance global efforts toward achieving optimal drug efficacy and safety. This review underscores the enduring contributions of Japanese researchers to DMD and calls for renewed efforts to drive innovation and progress in this vital area of science. SIGNIFICANCE STATEMENT: Over the past 5 decades, Japanese scientists have made significant contributions to Drug Metabolism and Disposition through groundbreaking discoveries and advancements in the study of drug-metabolizing enzymes, transporters, pharmacokinetics analysis, and related areas. These contributions continue to shape the field, offering a foundation for future innovation in this area. We hope that the next generation of Japanese scientists will further solidify their global leadership in this area to advance drug development and proper pharmacotherapy.
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Affiliation(s)
- Miki Nakajima
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kanazawa, Japan; WPI Nano Life Science Institute, Kanazawa University, Kanazawa, Japan.
| | - Hiroshi Yamazaki
- Laboratory of Drug Metabolism and Pharmacokinetics, Showa Pharmaceutical University, Tokyo, Japan
| | - Kouichi Yoshinari
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Kaoru Kobayashi
- Department of Biopharmaceutics, Graduate School of Clinical Pharmacy, Meiji Pharmaceutical University, Tokyo, Japan
| | - Yuji Ishii
- Division of Pharmaceutical Cell Biology, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan
| | - Daisuke Nakai
- Drug Metabolism & Pharmacokinetics Research Laboratories, Daiichi Sankyo Co, Ltd, Tokyo, Japan
| | | | | | - Yoshiro Saito
- National Institute of Health Sciences, Kanagawa, Japan
| | - Kazuya Maeda
- School of Pharmacy, Kitasato University, Tokyo, Japan
| | - Hiroyuki Kusuhara
- Laboratory of Molecular Pharmacokinetics, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
| | - Ikumi Tamai
- Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
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Hisaka A. [Promoting Research on Modeling and Simulation]. YAKUGAKU ZASSHI 2025; 145:223-246. [PMID: 40024734 DOI: 10.1248/yakushi.24-00175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2025]
Abstract
As I recently retired from Chiba University, I would like to describe how I began my research career, some of my accomplishments in the research field of modeling and simulation, and future prospects in this area. Here, I discuss the research topics of drug interactions, the oral absorption of drugs, analyses of between-group and individual differences in pharmacokinetics based on the theories of physiologically-based pharmacokinetics and population pharmacokinetics, and my roles in implementation of the drug interaction guideline. Furthermore, I also discuss modeling topics unrelated to pharmacokinetics, i.e., the analyses of the long-term progression of chronic diseases, such as Alzheimer's disease, Parkinson's disease, and chronic obstructive pulmonary disease using individual patient information; the spread of the coronavirus disease 2019 (COVID-19) pandemic; and prognostic factors of chronic heart failure with the view towards personalized medicine. After completing my Master's course at Hokkaido University, I joined a pharmaceutical company and worked as a pharmacokinetics researcher for 21 years, while obtaining my doctoral degree. I spent the next 9 years as a hospital pharmacist focusing on scientific research at the University of Tokyo Hospital, and the last 10 years as a Professor of Clinical Pharmacology and Pharmacometrics at Chiba University. My career is, therefore, characterized by involvement in pharmaceutical sciences from many different perspectives. This description focuses rather on the background of the studies than scientific details.
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Affiliation(s)
- Akihiro Hisaka
- Graduate School of Pharmaceutical Sciences, Chiba University
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Sugiyama K, Shimano H, Takahashi M, Shimura Y, Shimura A, Furuya T, Tomabechi R, Shirasaka Y, Higuchi K, Kishimoto H, Inoue K. The Use of Carboxyfluorescein Reveals the Transport Function of MCT6/SLC16A5 Associated with CD147 as a Chloride-Sensitive Organic Anion Transporter in Mammalian Cells. J Pharm Sci 2024; 113:1113-1120. [PMID: 38160712 DOI: 10.1016/j.xphs.2023.12.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 12/25/2023] [Accepted: 12/25/2023] [Indexed: 01/03/2024]
Abstract
Oral drug absorption involves drug permeation across the apical and basolateral membranes of enterocytes. Although transporters mediating the influx of anionic drugs in the apical membranes have been identified, transporters responsible for efflux in the basolateral membranes remain unclear. Monocarboxylate transporter 6 (MCT6/SLC16A5) has been reported to localize to the apical and basolateral membranes of human enterocytes and to transport organic anions such as bumetanide and nateglinide in the Xenopus oocyte expression system; however, its transport functions have not been elucidated in detail. In this study, we characterized the function of MCT6 expressed in HEK293T cells and explored fluorescent probes to more easily evaluate MCT6 function. The results illustrated that MCT6 interacts with CD147 to localize at the plasma membrane. When the uptake of various fluorescein derivatives was examined in NaCl-free uptake buffer (pH 5.5), the uptake of 5-carboxyfluorescein (5-CF) was significantly greater in MCT6 and CD147-expressing cells. MCT6-mediated 5-CF uptake was saturable with a Km of 1.07 mM and inhibited by several substrates/inhibitors of organic anion transporters and extracellular Cl ion with an IC50 of 53.7 mM. These results suggest that MCT6 is a chloride-sensitive organic anion transporter that can be characterized using 5-CF as a fluorescent probe.
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Affiliation(s)
- Koki Sugiyama
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Hiroe Shimano
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Masaki Takahashi
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Yuta Shimura
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Asuka Shimura
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Takahito Furuya
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Ryuto Tomabechi
- Laboratory of Pharmaceutics, Kitasato University School of Pharmacy, Tokyo, Japan
| | - Yoshiyuki Shirasaka
- Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan
| | - Kei Higuchi
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Hisanao Kishimoto
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Katsuhisa Inoue
- Department of Biopharmaceutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan.
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Tobajas Y, Alemany-Fornés M, Samarra I, Romero-Giménez J, Cuñé-Castellana J, Tintoré M, del Pino A, Canela N, del Bas JM, Ortega-Olivé N, de Lecea C, Escoté X. Exploring the Relationship between Diamine Oxidase and Psychotropic Medications in Fibromyalgia Treatment, Finding No Reduction in Diamine Oxidase Levels and Activity except with Citalopram. J Clin Med 2024; 13:792. [PMID: 38337486 PMCID: PMC10856182 DOI: 10.3390/jcm13030792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/17/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
Background: Histamine intolerance manifests when there is an imbalance between the production of histamine and the body's capacity to metabolise it. Within the gastrointestinal tract, diamine oxidase (DAO) plays a pivotal role in breaking down ingested histamine. Insufficient levels of DAO have been linked to various diseases affecting the respiratory, cardiovascular, nervous, muscular, and digestive systems; some of these symptoms are evidenced in fibromyalgia syndrome. This underscores the crucial role of DAO in maintaining the histamine balance and highlights its association with diverse physiological systems and health conditions. The management of fibromyalgia commonly involves the use of psychotropic medications; however, their potential interactions with DAO remain not fully elucidated. Methods: This study delved into the influence of various psychotropic medications on DAO activity through in vitro experiments. Additionally, we explored their impact on the human intestinal cell line Caco-2, examining alterations in DAO expression at both the mRNA and protein levels along with DAO activity. Results: Notably, the examined drugs-sertraline, pregabalin, paroxetine, alprazolam, and lorazepam-did not exhibit inhibitory effects on DAO activity or lead to reductions in DAO levels. In contrast, citalopram demonstrated a decrease in DAO activity in in vitro assays without influencing DAO levels and activity in human enterocytes. Conclusions: These findings imply that a collaborative approach involving psychotropic medications and DAO enzyme supplementation for individuals with fibromyalgia and a DAO deficiency could offer potential benefits for healthcare professionals in their routine clinical practice.
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Affiliation(s)
- Yaiza Tobajas
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
| | - Marc Alemany-Fornés
- DR Healthcare-AB Biotek HNH, 43204 Reus, Spain; (M.A.-F.); (J.C.-C.); (M.T.); (C.d.L.)
| | - Iris Samarra
- Centre for Omic Sciences (COS), Joint Unit URV-Eurecat, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain; (I.S.); (A.d.P.); (N.C.)
| | - Jordi Romero-Giménez
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
| | - Jordi Cuñé-Castellana
- DR Healthcare-AB Biotek HNH, 43204 Reus, Spain; (M.A.-F.); (J.C.-C.); (M.T.); (C.d.L.)
| | - Maria Tintoré
- DR Healthcare-AB Biotek HNH, 43204 Reus, Spain; (M.A.-F.); (J.C.-C.); (M.T.); (C.d.L.)
| | - Antoni del Pino
- Centre for Omic Sciences (COS), Joint Unit URV-Eurecat, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain; (I.S.); (A.d.P.); (N.C.)
| | - Núria Canela
- Centre for Omic Sciences (COS), Joint Unit URV-Eurecat, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain; (I.S.); (A.d.P.); (N.C.)
| | - Josep M. del Bas
- Eurecat, Centre Tecnològic de Catalunya, Biotechnology Area, 43204 Reus, Spain;
| | - Nàdia Ortega-Olivé
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
| | - Carlos de Lecea
- DR Healthcare-AB Biotek HNH, 43204 Reus, Spain; (M.A.-F.); (J.C.-C.); (M.T.); (C.d.L.)
| | - Xavier Escoté
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
- Department of Biochemistry and Biotechnology, Universitat Rovira i Virgili, Campus Sescelades, 43007 Tarragona, Spain
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Mizoi K, Okada R, Mashimo A, Masuda N, Itoh M, Ishida S, Yamazaki D, Ogihara T. Novel Screening System for Biliary Excretion of Drugs Using Human Cholangiocyte Organoid Monolayers with Directional Drug Transport. Biol Pharm Bull 2024; 47:427-433. [PMID: 38369341 DOI: 10.1248/bpb.b23-00655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
It has recently been reported that cholangiocyte organoids can be established from primary human hepatocytes. The purpose of this study was to culture the organoids in monolayers on inserts to investigate the biliary excretory capacity of drugs. Cholangiocyte organoids prepared from hepatocytes had significantly higher mRNA expression of CK19, a bile duct epithelial marker, compared to hepatocytes. The organoids also expressed mRNA for efflux transporters involved in biliary excretion of drugs, P-glycoprotein (P-gp), multidrug resistance-associated protein 2 (MRP2), and breast cancer resistance protein (BCRP). The subcellular localization of each protein was observed. These results suggest that the membrane-cultured cholangiocyte organoids are oriented with the upper side being the apical membrane side (A side, bile duct lumen side) and the lower side being the basolateral membrane side (B side, hepatocyte side), and that each efflux transporter is localized to the apical membrane side. Transport studies showed that the permeation rate from the B side to the A side was faster than from the A side to the B side for the substrates of each efflux transporter, but this directionality disappeared in the presence of inhibitor of each transporter. In conclusion, the cholangiocyte organoid monolayer system has the potential to quantitatively evaluate the biliary excretion of drugs. The results of the present study represent an unprecedented system using human cholangiocyte organoids, which may be useful as a screening model to directly quantify the contribution of biliary excretion to the clearance of drugs.
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Affiliation(s)
- Kenta Mizoi
- Faculty of Pharmacy, Takasaki University of Health and Welfare
- School of Pharmacy, International University of Health and Welfare
| | - Ryo Okada
- JSR-Keio University Medical and Chemical Innovation Center (JKiC), JSR Corporation
| | - Arisa Mashimo
- Faculty of Pharmacy, Takasaki University of Health and Welfare
- Kendai Translational Research Center (KTRC)
| | - Norio Masuda
- MEDICAL & BIOLOGICAL LABORATORIES CO., LTD. (MBL)
| | - Manabu Itoh
- JSR-Keio University Medical and Chemical Innovation Center (JKiC), JSR Corporation
| | - Seiichi Ishida
- Division of Applied Life Science, Graduate School of Engineering, Sojo University
| | - Daiju Yamazaki
- Division of Pharmacology, Center for Biological Safety and Research, National Institute of Health Sciences
| | - Takuo Ogihara
- Faculty of Pharmacy, Takasaki University of Health and Welfare
- Graduate School of Pharmaceutical Sciences, Takasaki University of Health and Welfare
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Tobajas Y, Alemany-Fornés M, Samarra I, Romero-Giménez J, Tintoré M, del Pino A, Canela N, del Bas JM, Ortega-Olivé N, de Lecea C, Escoté X. Diamine Oxidase Interactions with Anti-Inflammatory and Anti-Migraine Medicines in the Treatment of Migraine. J Clin Med 2023; 12:7502. [PMID: 38068554 PMCID: PMC10707353 DOI: 10.3390/jcm12237502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/09/2023] [Accepted: 12/01/2023] [Indexed: 07/03/2024] Open
Abstract
Histamine intolerance arises when there is a disparity between the production of histamine and the body's ability to break it down. In the gastrointestinal tract, the primary enzyme responsible for metabolizing ingested histamine is diamine oxidase (DAO), and a shortage of this enzyme has been associated with some diseases related to the respiratory, cardiovascular, nervous, muscular, and digestive systems, in addition to migraines. The treatment of migraines typically revolves around the utilization of both anti-migraine and anti-inflammatory drugs, but their interaction with DAO is not thoroughly understood. In this study, we examined the impact of nonsteroidal anti-inflammatory drugs (NSAIDs) and anti-migraine medications on DAO activity through in vitro experiments. We also investigated their effects on the human intestinal cell line Caco-2, assessing changes in DAO expression (both at the mRNA and protein levels) as well as DAO activity. The tested drugs, including ibuprofen, acetylsalicylic acid, paracetamol, a combination of acetylsalicylic acid with paracetamol and caffeine, zolmitriptan, and sumatriptan, did not inhibit DAO activity or reduce their levels. However, naproxen reduced DAO protein levels in human enterocyte cultures while not affecting DAO activity. These results suggest that combining anti-inflammatory and anti-migraine drugs with DAO enzyme supplementation for migraine patients with DAO deficiency could be beneficial for healthcare professionals in their daily practice.
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Affiliation(s)
- Yaiza Tobajas
- EURECAT, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
| | - Marc Alemany-Fornés
- DR Healthcare-AB Biotek HNH, 08017 Barcelona, Spain; (M.A.-F.); (M.T.); (C.d.L.)
| | - Iris Samarra
- Centre for Omic Sciences (COS), Joint Unit URV-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain; (I.S.); (A.d.P.); (N.C.)
| | - Jordi Romero-Giménez
- EURECAT, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
| | - Maria Tintoré
- DR Healthcare-AB Biotek HNH, 08017 Barcelona, Spain; (M.A.-F.); (M.T.); (C.d.L.)
| | - Antoni del Pino
- Centre for Omic Sciences (COS), Joint Unit URV-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain; (I.S.); (A.d.P.); (N.C.)
| | - Núria Canela
- Centre for Omic Sciences (COS), Joint Unit URV-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain; (I.S.); (A.d.P.); (N.C.)
| | - Josep M. del Bas
- EURECAT, Centre Tecnològic de Catalunya, Biotechnology Area, 43204 Reus, Spain;
| | - Nàdia Ortega-Olivé
- EURECAT, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
| | - Carlos de Lecea
- DR Healthcare-AB Biotek HNH, 08017 Barcelona, Spain; (M.A.-F.); (M.T.); (C.d.L.)
| | - Xavier Escoté
- EURECAT, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain; (Y.T.); (J.R.-G.); (N.O.-O.)
- Department of Biochemistry and Biotechnology, Universitat Rovira i Virgili, Campus Sescelades, 43007 Tarragona, Spain
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Tobajas Y, Alemany-Fornés M, Samarra I, Romero-Giménez J, Tintoré M, Del Pino A, Canela N, Del Bas JM, Ortega-Olivé N, de Lecea C, Escoté X. Interaction of Diamine Oxidase with Psychostimulant Drugs for ADHD Management. J Clin Med 2023; 12:4666. [PMID: 37510782 PMCID: PMC10380856 DOI: 10.3390/jcm12144666] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/03/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
Histamine intolerance occurs when there is an imbalance between histamine production and the capacity for histamine degradation. Diamine oxidase (DAO) is the main enzyme for the catabolism of ingested histamine degradation in the gastrointestinal tract and its deficiency has been linked to allergy-like symptoms. Psychostimulant drugs are commonly used to treat Attention Deficit Hyperactivity Disorder (ADHD), but their interaction with DAO is not well characterized. In this work, we evaluated the effects of psychostimulant drugs (methylphenidate and lisdexamfetamine) on in vitro DAO activity and in the human cell line of enterocytes (Caco-2), evaluating DAO expression (mRNA and protein) and DAO activity. Methylphenidate and lisdexamfetamine did not repress the in vitro DAO activity. In addition, in Caco-2 cells, lisdexamfetamine promoted a strong upregulation of DAO mRNA levels, whereas methylphenidate tended to induce DAO activity. To sum up, methylphenidate and lisdexamfetamine treatments do not reduce DAO activity. These findings could be useful for physicians prescribing these two drugs to ADHD patients affected by DAO deficiency.
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Affiliation(s)
- Yaiza Tobajas
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain
| | | | - Iris Samarra
- Centre for Omic Sciences (COS), Joint Unit URV-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain
| | - Jordi Romero-Giménez
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain
| | | | - Antoni Del Pino
- Centre for Omic Sciences (COS), Joint Unit URV-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain
| | - Núria Canela
- Centre for Omic Sciences (COS), Joint Unit URV-EURECAT, Unique Scientific and Technical Infrastructures (ICTS), Eurecat, Centre Tecnològic de Catalunya, 43204 Reus, Spain
| | - Josep M Del Bas
- Eurecat, Centre Tecnològic de Catalunya, Biotechnology Area, 43204 Reus, Spain
| | - Nàdia Ortega-Olivé
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain
| | | | - Xavier Escoté
- Eurecat, Centre Tecnològic de Catalunya, Nutrition and Health, 43204 Reus, Spain
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Hozuki S, Yoshioka H, Asano S, Nakamura M, Koh S, Shibata Y, Tamemoto Y, Sato H, Hisaka A. Integrated Use of In Vitro and In Vivo Information for Comprehensive Prediction of Drug Interactions Due to Inhibition of Multiple CYP Isoenzymes. Clin Pharmacokinet 2023; 62:849-860. [PMID: 37076696 DOI: 10.1007/s40262-023-01234-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND Mechanistic static pharmacokinetic (MSPK) models are simple, have fewer data requirements, and have broader applicability; however, they cannot use in vitro information and cannot distinguish the contributions of multiple cytochrome P450 (CYP) isoenzymes and the hepatic and intestinal first-pass effects appropriately. We aimed to establish a new MSPK analysis framework for the comprehensive prediction of drug interactions (DIs) to overcome these disadvantages. METHODS Drug interactions that occurred by inhibiting CYP1A2, CYP2C9, CYP2C19, CYP2D6, and CYP3A in the liver and CYP3A in the intestine were simultaneously analyzed for 59 substrates and 35 inhibitors. As in vivo information, the observed changes in the area under the concentration-time curve (AUC) and elimination half-life (t1/2), hepatic availability, and urinary excretion ratio were used. As in vitro information, the fraction metabolized (fm) and the inhibition constant (Ki) were used. The contribution ratio (CR) and inhibition ratio (IR) for multiple clearance pathways and hypothetical volume (VHyp) were inferred using the Markov Chain Monte Carlo (MCMC) method. RESULT Using in vivo information from 239 combinations and in vitro 172 fm and 344 Ki values, changes in AUC, and t1/2 were estimated for all 2065 combinations, wherein the AUC was estimated to be more than doubled for 602 combinations. Intake-dependent selective intestinal CYP3A inhibition by grapefruit juice has been suggested. By separating the intestinal contributions, DIs after intravenous dosing were also appropriately inferred. CONCLUSION This framework would be a powerful tool for the reasonable management of various DIs based on all available in vitro and in vivo information.
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Affiliation(s)
- Shizuka Hozuki
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
| | - Hideki Yoshioka
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
| | - Satoshi Asano
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
- Toxicology and DMPK Research Department, Teijin Pharma Limited, Tokyo, Japan
| | - Mikiko Nakamura
- Pharmaceutical Science Department, Translational Research Division, Chugai Pharmaceutical Co., LTD., Tokyo, Japan
| | - Saori Koh
- Laboratory for Safety Assessment and ADME, Asahi Kasei Pharma Corporation, Tokyo, Japan
| | - Yukihiro Shibata
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
- Regulatory Science/Medicinal Safety Science, Graduate School of Pharmaceutical Sciences, Nagoya City University, Nagoya, Japan
| | - Yuta Tamemoto
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
| | - Hiromi Sato
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
| | - Akihiro Hisaka
- Laboratory of Clinical Pharmacology and Pharmacometrics, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan.
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