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Singh DK, Ahire D, Davydov DR, Prasad B. Differential Tissue Abundance of Membrane-Bound Drug Metabolizing Enzymes and Transporter Proteins by Global Proteomics. Drug Metab Dispos 2024; 52:1152-1160. [PMID: 38641346 PMCID: PMC11495667 DOI: 10.1124/dmd.124.001477] [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] [Received: 01/15/2024] [Revised: 04/15/2024] [Accepted: 04/17/2024] [Indexed: 04/21/2024] Open
Abstract
Protein abundance data of drug-metabolizing enzymes and transporters (DMETs) are useful for scaling in vitro and animal data to humans for accurate prediction and interpretation of drug clearance and toxicity. Targeted DMET proteomics that relies on synthetic stable isotope-labeled surrogate peptides as calibrators is routinely used for the quantification of selected proteins; however, the technique is limited to the quantification of a small number of proteins. Although the global proteomics-based total protein approach (TPA) is emerging as a better alternative for large-scale protein quantification, the conventional TPA does not consider differential sequence coverage by identifying unique peptides across proteins. Here, we optimized the TPA approach by correcting protein abundance data by the sequence coverage, which was applied to quantify 54 DMETs for characterization of 1) differential tissue DMET abundance in the human liver, kidney, and intestine, and 2) interindividual variability of DMET proteins in individual intestinal samples (n = 13). Uridine diphosphate-glucuronosyltransferase 2B7 (UGT2B7), microsomal glutathione S-transferases (MGST1, MGST2, and MGST3) carboxylesterase 2 (CES2), and multidrug resistance-associated protein 2 (MRP2) were expressed in all three tissues, whereas, as expected, four cytochrome P450s (CYP3A4, CYP3A5, CYP2C9, and CYP4F2), UGT1A1, UGT2B17, CES1, flavin-containing monooxygenase 5, MRP3, and P-glycoprotein were present in the liver and intestine. The top three DMET proteins in individual tissues were: CES1>CYP2E1>UGT2B7 (liver), CES2>UGT2B17>CYP3A4 (intestine), and MGST1>UGT1A6>MGST2 (kidney). CYP3A4, CYP3A5, UGT2B17, CES2, and MGST2 showed high interindividual variability in the intestine. These data are relevant for enhancing in vitro to in vivo extrapolation of drug absorption and disposition and can be used to enhance the accuracy of physiologically based pharmacokinetic prediction of systemic and tissue concentration of drugs. SIGNIFICANCE STATEMENT: This study quantified the abundance and compositions of drug-metabolizing enzymes and transporters in pooled human liver, intestine, and kidney microsomes as well as individual intestinal microsomes using an optimized global proteomics approach. The data revealed large intertissue differences in the abundance of these proteins and high intestinal interindividual variability in the levels of cytochrome P450s (e.g., CYP3A4 and CYP3A5), uridine diphosphate-glucuronosyltransferase 2B17, carboxylesterase 2, and microsomal glutathione S-transferase 2. These data are applicable for the prediction of first-pass metabolism and tissue-specific drug clearance.
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Affiliation(s)
- Dilip Kumar Singh
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (D.K.S., D.A., B.P.); and Department of Chemistry, Washington State University, Pullman, Washington (D.R.D.)
| | - Deepak Ahire
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (D.K.S., D.A., B.P.); and Department of Chemistry, Washington State University, Pullman, Washington (D.R.D.)
| | - Dmitri R Davydov
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (D.K.S., D.A., B.P.); and Department of Chemistry, Washington State University, Pullman, Washington (D.R.D.)
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (D.K.S., D.A., B.P.); and Department of Chemistry, Washington State University, Pullman, Washington (D.R.D.)
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Hussaini SA, Waziri B, Dickens C, Duarte R. Pharmacogenetics of Calcineurin inhibitors in kidney transplant recipients: the African gap. A narrative review. Pharmacogenomics 2024; 25:329-341. [PMID: 39109483 PMCID: PMC11404701 DOI: 10.1080/14622416.2024.2370761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 06/18/2024] [Indexed: 09/13/2024] Open
Abstract
Calcineurin inhibitors (CNIs) are the mainstay of immunosuppression in kidney transplantation. Interpatient variability in the disposition of calcineurin inhibitors is a well-researched phenomenon and has a well-established genetic contribution. There is great diversity in the makeup of African genomes, but very little is known about the pharmacogenetics of CNIs and transplant outcomes. This review focuses on genetic variants of calcineurin inhibitors' metabolizing enzymes (CYP3A4, CYP3A5), related molecules (POR, PPARA) and membrane transporters involved in the metabolism of calcineurin inhibitors. Given the genetic diversity across the African continent, it is imperative to generate pharmacogenetic data, especially in the era of personalized medicine and emphasizes the need for studies specific to African populations. The study of allelic variants in populations where they have greater frequencies will help answer questions regarding their impact. We aim to fill the knowledge gaps by reviewing existing research and highlighting areas where African research can contribute.
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Affiliation(s)
- Sadiq Aliyu Hussaini
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Internal Medicine, Ibrahim Badamasi Babangida Specialist Hospital, Minna, Nigeria
- Department of Pharmacology, Ibrahim Badamasi Babangida University, Lapai, Nigeria
| | - Bala Waziri
- Department of Internal Medicine, Ibrahim Badamasi Babangida Specialist Hospital, Minna, Nigeria
| | - Caroline Dickens
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Raquel Duarte
- Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Salazar YEAR, Louzada J, Puça MCSDB, Guimarães LFF, Vieira JLF, de Siqueira AM, Gil JP, de Brito CFA, de Sousa TN. Delayed gametocyte clearance in Plasmodium vivax malaria is associated with polymorphisms in the cytochrome P450 reductase (CPR). Antimicrob Agents Chemother 2024; 68:e0120423. [PMID: 38411047 PMCID: PMC10989009 DOI: 10.1128/aac.01204-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/31/2024] [Indexed: 02/28/2024] Open
Abstract
Primaquine (PQ) is the main drug used to eliminate dormant liver stages and prevent relapses in Plasmodium vivax malaria. It also has an effect on the gametocytes of Plasmodium falciparum; however, it is unclear to what extent PQ affects P. vivax gametocytes. PQ metabolism involves multiple enzymes, including the highly polymorphic CYP2D6 and the cytochrome P450 reductase (CPR). Since genetic variability can impact drug metabolism, we conducted an evaluation of the effect of CYP2D6 and CPR variants on PQ gametocytocidal activity in 100 subjects with P. vivax malaria. To determine gametocyte density, we measured the levels of pvs25 transcripts in samples taken before treatment (D0) and 72 hours after treatment (D3). Generalized estimating equations (GEEs) were used to examine the effects of enzyme variants on gametocyte densities, adjusting for potential confounding factors. Linear regression models were adjusted to explore the predictors of PQ blood levels measured on D3. Individuals with the CPR mutation showed a smaller decrease in gametocyte transcript levels on D3 compared to those without the mutation (P = 0.02, by GEE). Consistent with this, higher PQ blood levels on D3 were associated with a lower reduction in pvs25 transcripts. Based on our findings, the CPR variant plays a role in the persistence of gametocyte density in P. vivax malaria. Conceptually, our work points to pharmacogenetics as a non-negligible factor to define potential host reservoirs with the propensity to contribute to transmission in the first days of CQ-PQ treatment, particularly in settings and seasons of high Anopheles human-biting rates.
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Affiliation(s)
- Yanka Evellyn Alves Rodrigues Salazar
- Molecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fundação Oswaldo Cruz (FIOCRUZ), Belo Horizonte, Minas Gerais, Brazil
| | - Jaime Louzada
- Universidade Federal de Roraima, Boa Vista, Roraima, Brazil
| | - Maria Carolina Silva de Barros Puça
- Molecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fundação Oswaldo Cruz (FIOCRUZ), Belo Horizonte, Minas Gerais, Brazil
| | - Luiz Felipe Ferreira Guimarães
- Molecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fundação Oswaldo Cruz (FIOCRUZ), Belo Horizonte, Minas Gerais, Brazil
| | | | - André Machado de Siqueira
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - José Pedro Gil
- Department of Microbiology, Tumor and Cell biology, Karolinska Institutet, Solna, Sweden
| | - Cristiana Ferreira Alves de Brito
- Molecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fundação Oswaldo Cruz (FIOCRUZ), Belo Horizonte, Minas Gerais, Brazil
| | - Tais Nobrega de Sousa
- Molecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fundação Oswaldo Cruz (FIOCRUZ), Belo Horizonte, Minas Gerais, Brazil
- Department of Microbiology, Tumor and Cell biology, Karolinska Institutet, Solna, Sweden
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Martinez SE, Pandey AV, Perez Jimenez TE, Zhu Z, Court MH. Pharmacogenomics of poor drug metabolism in greyhounds: Canine P450 oxidoreductase genetic variation, breed heterogeneity, and functional characterization. PLoS One 2024; 19:e0297191. [PMID: 38300925 PMCID: PMC10833530 DOI: 10.1371/journal.pone.0297191] [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] [Received: 08/05/2023] [Accepted: 12/31/2023] [Indexed: 02/03/2024] Open
Abstract
Greyhounds metabolize cytochrome P450 (CYP) 2B11 substrates more slowly than other dog breeds. However, CYP2B11 gene variants associated with decreased CYP2B11 expression do not fully explain reduced CYP2B11 activity in this breed. P450 oxidoreductase (POR) is an essential redox partner for all CYPs. POR protein variants can enhance or repress CYP enzyme function in a CYP isoform and substrate dependent manner. The study objectives were to identify POR protein variants in greyhounds and determine their effect on coexpressed CYP2B11 and CYP2D15 enzyme function. Gene sequencing identified two missense variants (Glu315Gln and Asp570Glu) forming four alleles, POR-H1 (reference), POR-H2 (570Glu), POR-H3 (315Gln, 570Glu) and POR-H4 (315Gln). Out of 68 dog breeds surveyed, POR-H2 was widely distributed across multiple breeds, while POR-H3 was largely restricted to greyhounds and Scottish deerhounds (35% allele frequencies), and POR-H4 was rare. Three-dimensional protein structure modelling indicated significant effects of Glu315Gln (but not Asp570Glu) on protein flexibility through loss of a salt bridge between Glu315 and Arg519. Recombinant POR-H1 (reference) and each POR variant (H2-H4) were expressed alone or with CYP2B11 or CYP2D15 in insect cells. No substantial effects on POR protein expression or enzyme activity (cytochrome c reduction) were observed for any POR variant (versus POR-H1) when expressed alone or with CYP2B11 or CYP2D15. Furthermore, there were no effects on CYP2B11 or CYP2D15 protein expression, or on CYP2D15 enzyme kinetics by any POR variant (versus POR-H1). However, Vmax values for 7-benzyloxyresorufin, propofol and bupropion oxidation by CYP2B11 were significantly reduced by coexpression with POR-H3 (by 34-37%) and POR-H4 (by 65-72%) compared with POR-H1. Km values were unaffected. Our results indicate that the Glu315Gln mutation (common to POR-H3 and POR-H4) reduces CYP2B11 enzyme function without affecting at least one other major canine hepatic P450 (CYP2D15). Additional in vivo studies are warranted to confirm these findings.
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Affiliation(s)
- Stephanie E. Martinez
- Pharmacogenomics Laboratory, Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, Washington, United States of America
| | - Amit V. Pandey
- Pediatric Endocrinology, Diabetology, and Metabolism, Department of Biomedical Research, University Children’s Hospital Bern, Switzerland and Translational Hormone Research Program, University of Bern, Bern, Switzerland
| | - Tania E. Perez Jimenez
- Pharmacogenomics Laboratory, Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, Washington, United States of America
| | - Zhaohui Zhu
- Pharmacogenomics Laboratory, Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, Washington, United States of America
| | - Michael H. Court
- Pharmacogenomics Laboratory, Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, Washington, United States of America
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Cattaneo D, Astuti N, Montrasio C, Calvagna N, Beltrami M, Perno CF, Gervasoni C. The case of multiple HIV virological failures in a compliant patient: do pharmacogenetics matter? J Antimicrob Chemother 2024; 79:471-473. [PMID: 38153247 DOI: 10.1093/jac/dkad399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2023] Open
Affiliation(s)
- Dario Cattaneo
- Gestione Ambulatoriale Politerapie (GAP) Outpatient Clinic, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
- Department of Infectious Diseases, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
| | - Noemi Astuti
- Department of Infectious Diseases, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
| | - Cristina Montrasio
- Unit of Clinical Pharmacology, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
| | - Nunziata Calvagna
- Unit of Clinical Pharmacology, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
| | - Martina Beltrami
- Department of Infectious Diseases, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
| | - Carlo Federico Perno
- Microbiology and Diagnostic Immunology Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Cristina Gervasoni
- Gestione Ambulatoriale Politerapie (GAP) Outpatient Clinic, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
- Department of Infectious Diseases, ASST Fatebenefratelli-Sacco University Hospital, Milan, Italy
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6
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Zhang H, Lai J, Zhang L, Zhang W, Liu X, Gong Q, Tian H, Yang M, Yang T, Zhao R, Li D, Huang H, Zhao Y, Yan S, Yu M, Xiyang Y, Shi L, Yang L, Wang L, Chen W, Cao X. The co-regulation of the gut microbiome and host genes might play essential roles in metformin gastrointestinal intolerance. Toxicol Appl Pharmacol 2023; 481:116732. [PMID: 37871735 DOI: 10.1016/j.taap.2023.116732] [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: 07/18/2023] [Revised: 09/14/2023] [Accepted: 10/18/2023] [Indexed: 10/25/2023]
Abstract
Metformin is commonly used, but approximately 20% of patients experience gastrointestinal intolerance, leading to medication discontinuation for unclear reasons and a lack of effective management strategies. In this study, the 18 fecal and blood samples were analyzed using 16S rRNA and mRNA transcriptome, respectively. These samples included 3 fecal and 4 blood from metformin-tolerant T2D patients before and after metformin treatment (T and Ta), 3 fecal and 5 blood from metformin-intolerant T2D patients before and after treatment (TS and TSa), and 6 fecal samples from healthy controls. The results showed that certain anti-inflammatory gut bacteria and gene, such as Barnesiella (p = 0.046), Parabacteroides goldsteinii (p = 0.016), and the gene JUND (p = 0.0002), exhibited higher levels in metformin-intolerant patients, and which decreased after metformin treatment (p < 0.05). This potentially invalidates patients' anti-inflammatory effect and intestinal mucus barrier protection, which may lead to alterations in intestinal permeability, decreased gut barrier function, and gastrointestinal symptoms, including diarrhea, bloating, and nausea. After metformin treatment, primary bile acids (PBAs) production species: Weissella confusa, Weissella paramesenteroides, Lactobacillus brevis, and Lactobacillus plantarum increased (p < 0.05). The species converting PBAs to secondary bile acids (SBAs): Parabacteroides distasonis decreased (p < 0.05). This might result in accumulation of PBAs, which also may lead to anti-inflammatory gene JUND and SQSTM1 downregulated. In conclusion, this study suggests that metformin intolerance may be attributed to a decrease in anti-inflammatory-related flora and genes, and also alterations in PBAs accumulation-related flora. These findings open up possibilities for future research targeting gut flora and host genes to prevent metformin intolerance.
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Affiliation(s)
- Huixiang Zhang
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China; Department of Laboratory Animal Science, Kunming Medical University, Kunming, Yunnan, China
| | - Jiao Lai
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Lihuan Zhang
- Department of Laboratory Animal Science, Kunming Medical University, Kunming, Yunnan, China
| | - Wei Zhang
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Xun Liu
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China
| | - Qilin Gong
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Hongxi Tian
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China
| | - Mingzhi Yang
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China
| | - Tao Yang
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China
| | - Rui Zhao
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Dongqing Li
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Hehua Huang
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Ya Zhao
- Department of Endocrinology, Qujing NO.1 Hospital of Yunnan Province, Qujing, Yunnan, China
| | - Shan Yan
- Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Bioengineering Centre, Kunming Medical University, Kunming, Yunnan, China
| | - Ming Yu
- Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Bioengineering Centre, Kunming Medical University, Kunming, Yunnan, China
| | - Yanbin Xiyang
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China
| | - Lanlan Shi
- Department of Anatomy, Histology and Embryology, Basic Medical College, Kunming Medical University, Kunming, Yunnan, China
| | - Lirong Yang
- Institute of Neuroscience, Faculty of Basic Medical Science, Kunming Medical University, Kunming, Yunnan, China; No.1 School of Clinical Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Limei Wang
- Department of Laboratory Animal Science, Kunming Medical University, Kunming, Yunnan, China.
| | - Weiwen Chen
- Qujing Second People's Hospital of Yunnan Province, Qujing, Yunnan, China.
| | - Xue Cao
- Department of Laboratory Animal Science, Kunming Medical University, Kunming, Yunnan, China; State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University, Kunming, Yunnan, China.
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He S, Zhao J, Bian J, Zhao Y, Li Y, Guo N, Hu L, Liu B, Shao Q, He H, Huang L, Jiang Q. Population Pharmacokinetics and Pharmacogenetics Analyses of Dasatinib in Chinese Patients with Chronic Myeloid Leukemia. Pharm Res 2023; 40:2413-2422. [PMID: 37726405 DOI: 10.1007/s11095-023-03603-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 09/04/2023] [Indexed: 09/21/2023]
Abstract
AIMS Dasatinib, a second-generation tyrosine kinase inhibitor of BCR-ABL 1, used for first-line treatment of Philadelphia chromosome-positive chronic myeloid leukemia (CML), exhibits high pharmacokinetic (PK) variability. However, its PK data in Chinese patients with CML remains rarely reported to date. Thus, we developed a population pharmacokinetic (PPK) model of dasatinib in Chinese patients and identified the covariate that could explain the individual variability of PK for optimal individual administration. METHODS PPK modeling for dasatinib was performed based on 754 plasma concentrations obtained from 140 CML patients and analysis of various genetic and physicochemical parameters. Modeling was performed with nonlinear mixed-effects (NLME) using Phoenix NLME. The finally developed model was evaluated using internal and external validation. Monte Carlo simulations were used to predict drug exposures at a steady state for various dosages. RESULTS The PK of dasatinib were well described by a two-compartment with a log-additive residual error model. Patients in the current study had a relatively low estimate of CL/F (126 L/h). A significant association was found between the covariate of age and CL/F of dasatinib, which was incorporated into the final model. None of the genetic factors was confirmed as a significant covariate for dasatinib. The results of external validation with 140 samples from 36 patients were acceptable. Simulation results showed significantly higher exposures in elderly patients. CONCLUSIONS This study's findings suggested that low-dose dasatinib would be better suited for Chinese patients, and the dosage can be appropriately reduced according to the increase of age, especially for the elderly.
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Affiliation(s)
- Shiyu He
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Jinxia Zhao
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Jialu Bian
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Yinyu Zhao
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Yuanyuan Li
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
| | - Nan Guo
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
| | - Lei Hu
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
| | - Boyu Liu
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
| | - Qianhang Shao
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China
| | - Huan He
- Department of Pharmacy, Beijing Children's Hospital of Capital Medical University, Beijing, China
| | - Lin Huang
- Department of Pharmacy, Peking University People's Hospital, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China.
| | - Qian Jiang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South StreetXicheng District, Beijing, 100044, China.
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Tremmel R, Pirmann S, Zhou Y, Lauschke VM. Translating pharmacogenomic sequencing data into drug response predictions-How to interpret variants of unknown significance. Br J Clin Pharmacol 2023. [PMID: 37759374 DOI: 10.1111/bcp.15915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 09/20/2023] [Accepted: 09/22/2023] [Indexed: 09/29/2023] Open
Abstract
The rapid development of sequencing technologies during the past 20 years has provided a variety of methods and tools to interrogate human genomic variations at the population level. Pharmacogenes are well known to be highly polymorphic and a plethora of pharmacogenomic variants has been identified in population sequencing data. However, so far only a small number of these variants have been functionally characterized regarding their impact on drug efficacy and toxicity and the significance of the vast majority remains unknown. It is therefore of high importance to develop tools and frameworks to accurately infer the effects of pharmacogenomic variants and, eventually, aggregate the effect of individual variations into personalized drug response predictions. To address this challenge, we here first describe the technological advances, including sequencing methods and accompanying bioinformatic processing pipelines that have enabled reliable variant identification. Subsequently, we highlight advances in computational algorithms for pharmacogenomic variant interpretation and discuss the added value of emerging strategies, such as machine learning and the integrative use of omics techniques that have the potential to further contribute to the refinement of personalized pharmacological response predictions. Lastly, we provide an overview of experimental and clinical approaches to validate in silico predictions. We conclude that the iterative feedback between computational predictions and experimental validations is likely to rapidly improve the accuracy of pharmacogenomic prediction models, which might soon allow for an incorporation of the entire pharmacogenetic profile into personalized response predictions.
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Affiliation(s)
- Roman Tremmel
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
| | - Sebastian Pirmann
- Computational Oncology Group, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Helmholtz Information and Data Science School for Health, Karlsruhe/Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Yitian Zhou
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Volker M Lauschke
- Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
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Abstract
Cytochrome P450 (CYP450) is a major drug-metabolizing enzyme system mainly distributed in liver microsomes and involved in the metabolism of many endogenous substances (such as fatty acids and arachidonic acids), and exogenous compounds (such as drugs, toxicants, carcinogens, and procarcinogens). Due to the similarity in structures and catalytic functions between CYP450 isoforms, the lack of effective selective detection tools greatly limits the understanding and the research of their respective physiological roles in living organisms. Until now, several small-molecular fluorescent probes have been employed for selective detection and monitoring of CYP450s (Cytochrome P450 enzymes) in vitro or in vivo owing to the tailored properties, biodegradability, and high temporal and spatial resolution imaging in situ. In this review, we summarize the recent advances in fluorescent probes for CYP450s (including CYP1, CYP2, and CYP3 families), and we discuss and focus on their identification mechanisms, general probe design strategies, and bioimaging applications. We also highlight the potential challenges and prospects of designing new generations of fluorescent probes in CYP450 studies, which will further enhance the diversity, practicality, and clinical feasibility of research into CYP450.
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Qian J, Li Y, Zhang X, Chen D, Han M, Xu T, Chen B, Hu G, Li J. Herbacetin Broadly Blocks the Activities of CYP450s by Different Inhibitory Mechanisms. PLANTA MEDICA 2022; 88:507-517. [PMID: 34116570 DOI: 10.1055/a-1502-7131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Herbacetin is a bioactive flavanol compound that has various pharmacological effects. However, the pharmacokinetic characteristics have not been thoroughly investigated. Previously, we screened a natural compound library and identified herbacetin as a potent CYP blocker. Herein, we aimed to mechanistically determine the inhibitory effects of herbacetin on CYP450 and its potential application. A human liver microsome incubation system was developed based on a UPLC-MS/MS method. Moreover, an in silico docking assay and a human CYP recombinase reaction system were developed and used to investigate binding affinity and inhibitory efficacy. Subsequently, the effects of the combination of herbacetin and sorafenib on HepG2 cells were assessed by MTT and immunoblotting assays. The concentration of sorafenib and its main metabolite were measured by UPLC-MS/MS after incubation with or without herbacetin. As a result, we found herbacetin almost completely inhibited the functions of major CYPs at 100 µM. Moreover, through analysis of the structure-activity relationship, we found 4-, 6-, and 8-hydroxyl were essential groups for the inhibitory effects. Herbacetin inhibited CYP3A4, CYP2B6, CYP2C9, and CYP2E1 in a mixed manner, but non-competitively blocked CYP2D6. These results are in good agreement with the recombinase reaction in vitro results, with an IC50 < 10 µM for each tested isoenzyme. Interestingly, the stimulatory effects of sorafenib on HepG2 cell apoptosis were significantly enhanced by combining with herbacetin, which was associated with increased sorafenib exposure. In summary, herbacetin is a potent inhibitor of a wide spectrum of CYP450s, which may enhance the exposure of drugs in vivo.
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Affiliation(s)
- Jianchang Qian
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yinghui Li
- Ruian People's Hospital, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xiaodan Zhang
- The Seventh People's Hospital of Wenzhou, Wenzhou, Zhejiang, China
| | - Daoxing Chen
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Mingming Han
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Tao Xu
- Ningbo City First Hospital, Ningbo, Zhejiang, China
| | - Bingbing Chen
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Guoxin Hu
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Junwei Li
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
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11
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Aiuchi N, Nakagawa J, Sakuraba H, Takahata T, Kamata K, Saito N, Ueno K, Ishiyama M, Yamagata K, Kayaba H, Niioka T. Impact of polymorphisms of pharmacokinetics-related genes and the inflammatory response on the metabolism of voriconazole. Pharmacol Res Perspect 2022; 10:e00935. [PMID: 35199485 PMCID: PMC8866912 DOI: 10.1002/prp2.935] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 01/17/2022] [Accepted: 01/24/2022] [Indexed: 12/13/2022] Open
Abstract
The effects of inflammatory responses and polymorphisms of the genes encoding cytochrome P450 (CYP) (CYP2C19 and CYP3A5), flavin-containing monooxygenase 3 (FMO3), pregnane X receptor (NR1I2), constitutive androstane receptor (NR1I3), and CYP oxidoreductase (POR) on the ratio of voriconazole (VRCZ) N-oxide to VRCZ (VNO/VRCZ) and steady-state trough concentrations (C0h ) of VRCZ were investigated. A total of 56 blood samples were collected from 36 Japanese patients. Results of multiple linear regression analyses demonstrated that the presence of the extensive metabolizer CYP2C19 genotype, the dose per administration, and the presence of the NR1I2 rs3814057 C/C genotype were independent factors influencing the VNO/VRCZ ratio in patients with CRP levels of less than 40 mg/L (standardized regression coefficients (SRC) = 0.448, -0.301, and 0.390, respectively; all p < .05). With regard to the concentration of VRCZ itself, in addition to the above factors, the presence of the NR1I2 rs7643645 G/G and rs3814055 T/T genotypes were found to be independent factors influencing the VRCZ C0h in these patients (SRC = -0.430, 0.424, -0.326, 0.406 and -0.455, respectively; all p < .05). On the contrary, in patients with CRP levels of at least 40 mg/L, no independent factors were found to affect VNO/VRCZ and VRCZ C0h . Inflammatory responses, and CYP2C19 and NR1I2 polymorphisms may be useful information for the individualization of VRCZ dosages.
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Affiliation(s)
- Naoya Aiuchi
- Department of PharmacyHirosaki University HospitalHirosakiAomoriJapan
| | - Junichi Nakagawa
- Department of PharmacyHirosaki University HospitalHirosakiAomoriJapan
| | - Hirotake Sakuraba
- Department of Gastroenterology and HematologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Takenori Takahata
- Department of Gastroenterology and HematologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Kosuke Kamata
- Department of Gastroenterology and HematologyHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Norihiro Saito
- Department of Clinical Laboratory MedicineHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Kayo Ueno
- Department of PharmacyHirosaki University HospitalHirosakiAomoriJapan
| | - Masahiro Ishiyama
- Department of Clinical LaboratoryHirosaki University HospitalHirosakiAomoriJapan
| | - Kazufumi Yamagata
- Department of Bioscience and Laboratory MedicineHirosaki University Graduate School of Health SciencesHirosakiJapan
| | - Hiroyuki Kayaba
- Department of Clinical Laboratory MedicineHirosaki University Graduate School of MedicineHirosakiAomoriJapan
| | - Takenori Niioka
- Department of PharmacyHirosaki University HospitalHirosakiAomoriJapan
- Department of Pharmaceutical ScienceHirosaki University Graduate School of MedicineHirosakiAomoriJapan
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12
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Yao J, Zhang Z, Huang X, Guo Y. Blocker displacement amplification mediated PCR based screen-printed carbon electrode biosensor and lateral flow strip strategy for CYP2C19*2 genotyping. Biosens Bioelectron 2022; 207:114138. [PMID: 35334330 DOI: 10.1016/j.bios.2022.114138] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 02/03/2022] [Accepted: 02/24/2022] [Indexed: 01/26/2023]
Abstract
Single nucleotide variants in CYP2C19*2 are associated with clopidogrel resistance in coronary heart disease. In order the guidance the dosage of drug and personalized medicine, blocker displacement amplification was first used to specific amplify G site and A site alleles. For electrochemical strategy, forward primers were labeled electrochemical active methyl blue and ferrocene, generates signals on -0.26 for G site and 0.22 V for A site. For lateral flow strip assay, primers with specific modification were used to generates unique color in test line 1 for G site and test line 2 for A site. In conclusion, we developed a sensitive screen-printed carbon electrodes based electrochemical sensor and gold nano particle based lateral flow strip assay strategy to successfully genotyping CYP2C19*2 GG, GA and AA genotype. The proposed method can realize CYP2C19*2 analysis from multiple biological samples including whole blood, buccal swab, saliva and hair root, and showed good consistency with Sequencing. Due to the fact our proposed strategy merely relies on thermal cycler instrument and visual strip detection, this platform shows great potential in source-limited regions genotyping.
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Affiliation(s)
- Juan Yao
- Department of Laboratory Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, PR China
| | - Zhang Zhang
- Key Laboratory of Laboratory Medical Diagnostics of Education, Department of Laboratory Medicine, Chongqing Medical University, Chongqing, PR China.
| | - Xiaoling Huang
- Department of Laboratory Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, PR China
| | - Yongcan Guo
- Department of Laboratory Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, PR China.
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13
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Cheli S, Fusi M, De Silvestri A, Bonini I, Clementi E, Cattaneo D, Montrasio C, Baldelli S. In linezolid underexposure, pharmacogenetics matters: The role of CYP3A5. Biomed Pharmacother 2021; 139:111631. [PMID: 33940510 DOI: 10.1016/j.biopha.2021.111631] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 04/09/2021] [Accepted: 04/13/2021] [Indexed: 11/16/2022] Open
Abstract
The exposure to linezolid is characterized by a large inter-individual variability; age, renal dysfunction and body weight explain this variability only to a limited extent and a considerable portion of it remains unexplained; therefore, we decided to investigate the role of individual genetic background focusing in particular on the risk of linezolid underexposure. 191 patients in therapy with linezolid at the standard dose of 600 mg twice daily were considered. Linezolid plasma concentration was determined at the steady state and classified as "below", "within" or "above" reference range. Genetic polymorphisms for ATP Binding Cassette Subfamily B Member 1 (ABCB1), Cytochrome P450 (CYP) enzymes CYP3A4 and CYP3A5, and Cytochrome P450 Oxidoreductase (POR) were investigated. Age significantly correlated with drug exposure, and patients CYP3A5 expressers (GA and AA) were found at high risk to be underexposed to the drug when treated at standard dose. This association was confirmed even after correction with age. No association was found with ABCB1 polymorphism. Our data suggest that CYP3A5 polymorphisms might significantly affect linezolid disposition, putting patients at higher risk to be underexposed, while P-glycoprotein polymorphism seem not to play any role.
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Affiliation(s)
- Stefania Cheli
- Unit of Clinical Pharmacology, L. Sacco University Hospital, Milano, Italy
| | - Marta Fusi
- Clinical Pharmacology Unit, CNR Institute of Neuroscience, Dept Biomedical and Clinical Sciences, L. Sacco University Hospital, Università di Milano, 20157 Milano, Italy
| | - Annalisa De Silvestri
- Clinical Epidemiology and Biometry Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Igor Bonini
- Unit of Clinical Pharmacology, L. Sacco University Hospital, Milano, Italy
| | - Emilio Clementi
- Clinical Pharmacology Unit, CNR Institute of Neuroscience, Dept Biomedical and Clinical Sciences, L. Sacco University Hospital, Università di Milano, 20157 Milano, Italy; Scientific Institute IRCCS Eugenio Medea, Italy
| | - Dario Cattaneo
- Unit of Clinical Pharmacology, L. Sacco University Hospital, Milano, Italy
| | - Cristina Montrasio
- Unit of Clinical Pharmacology, L. Sacco University Hospital, Milano, Italy
| | - Sara Baldelli
- Unit of Clinical Pharmacology, L. Sacco University Hospital, Milano, Italy.
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14
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Yoshikawa N, Takeshima H, Sekine M, Akizuki K, Hidaka T, Shimoda K, Ikeda R. Relationship between CYP3A5 Polymorphism and Tacrolimus Blood Concentration Changes in Allogeneic Hematopoietic Stem Cell Transplant Recipients during Continuous Infusion. Pharmaceuticals (Basel) 2021; 14:ph14040353. [PMID: 33920149 PMCID: PMC8070336 DOI: 10.3390/ph14040353] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/05/2021] [Accepted: 04/08/2021] [Indexed: 12/15/2022] Open
Abstract
A polymorphism in the gene encoding the metabolic enzyme cytochrome P450 family 3 subfamily A member 5 (CYP3A5) is a particularly influential factor in the use of tacrolimus in Japanese patients. Those who are homozygotic for the *3 mutation lack CYP3A5 activity, which results in substantial individual differences in tacrolimus metabolism. The aim of this study was to analyze the relationship between individual differences in tacrolimus blood concentration changes and CYP3A5 polymorphisms in allogeneic hematopoietic stem cell transplantation recipients during the period of increasing blood concentration of the drug following treatment onset. This was a prospective observational cohort study, involving 20 patients administered tacrolimus by continuous infusion. The subjects were divided into the *1/*3 and *3/*3 groups based on CYP3A5 polymorphism analysis. The tacrolimus blood concentration/dose (C/D) ratio increased from day 1 and was largely stable on day 5, and a significant difference was observed between the *1/*3 and *3/*3 groups in the time course of the C/D ratio during this period (p < 0.05). This study reveals the effects of CYP3A5 polymorphism on continuous changes in tacrolimus blood concentration.
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Affiliation(s)
- Naoki Yoshikawa
- Department of Pharmacy, University of Miyazaki Hospital, Miyazaki 889-1692, Japan; (H.T.); (R.I.)
- Correspondence: ; Tel.: +81-985-85-1512
| | - Hidemi Takeshima
- Department of Pharmacy, University of Miyazaki Hospital, Miyazaki 889-1692, Japan; (H.T.); (R.I.)
| | - Masaaki Sekine
- Department of Gastroenterology and Hematology, Faculty of Medicine, University of Miyazaki, Miyazaki 889-1692, Japan; (M.S.); (K.A.); (T.H.); (K.S.)
| | - Keiichi Akizuki
- Department of Gastroenterology and Hematology, Faculty of Medicine, University of Miyazaki, Miyazaki 889-1692, Japan; (M.S.); (K.A.); (T.H.); (K.S.)
| | - Tomonori Hidaka
- Department of Gastroenterology and Hematology, Faculty of Medicine, University of Miyazaki, Miyazaki 889-1692, Japan; (M.S.); (K.A.); (T.H.); (K.S.)
| | - Kazuya Shimoda
- Department of Gastroenterology and Hematology, Faculty of Medicine, University of Miyazaki, Miyazaki 889-1692, Japan; (M.S.); (K.A.); (T.H.); (K.S.)
| | - Ryuji Ikeda
- Department of Pharmacy, University of Miyazaki Hospital, Miyazaki 889-1692, Japan; (H.T.); (R.I.)
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15
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Ding L, Li L, Liu S, Bao X, Dickman KG, Sell SS, Mei C, Zhang QY, Gu J, Ding X. Proximal Tubular Vacuolization and Hypersensitivity to Drug-Induced Nephrotoxicity in Male Mice With Decreased Expression of the NADPH-Cytochrome P450 Reductase. Toxicol Sci 2020; 173:362-372. [PMID: 31693140 DOI: 10.1093/toxsci/kfz225] [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] [Indexed: 01/08/2023] Open
Abstract
The effect of variations in the expression of cytochrome P450 reductase (CPR or POR) is determined in mice with decreased POR expression to identify potential vulnerabilities in people with low POR expression. There is an age-dependent appearance of increasing vacuolization in the proximal tubules of the renal cortex in 4- to 9-month-old male (but not female) Cpr-low (CL) mice. These mice have low POR expression in all cells of the body and upregulation of lysosome-associated membrane protein 1 expression in the renal cortex. Vacuolization is also seen in extrahepatic CL and extrarenal CL male mice, but not in mice with tissue-specific Por deletion in liver, intestinal epithelium, or kidney. The occurrence of vacuolization is accompanied by increases in serum blood-urea-nitrogen levels. Male CL mice are hypersensitive to cisplatin- and gentamicin-induced renal toxicity at 3 months of age, before proximal tubular (PT) vacuoles are detectable. At doses that do not cause renal toxicity in wild-type mice, both drugs cause substantial increases in serum blood-urea-nitrogen levels and PT vacuolization in male but not female CL mice. The hypersensitivity to drug-induced renal toxicity is accompanied by increases in circulating drug levels. These novel findings demonstrate deficiency of renal function in mice with globally reduced POR expression and suggest that low POR expression may be a risk factor for drug-induced nephrotoxicity in humans.
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Affiliation(s)
- Liang Ding
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona.,College of Nanoscale Science and Engineering, SUNY Polytechnic Institute, Albany, New York
| | - Lei Li
- New York State Department of Health, Wadsworth Center, Albany, New York
| | - Senyan Liu
- New York State Department of Health, Wadsworth Center, Albany, New York.,Kidney Institute & Division of Nephrology, Changzheng Hospital, Shanghai 200003, China
| | - Xiaochen Bao
- New York State Department of Health, Wadsworth Center, Albany, New York
| | - Kathleen G Dickman
- Department of Pharmacological Sciences, Stony Brook University, Stony Brook, New York 11794
| | - Stewart S Sell
- New York State Department of Health, Wadsworth Center, Albany, New York.,School of Public Health, State University of New York at Albany, Albany, New York 12201
| | - Changlin Mei
- Kidney Institute & Division of Nephrology, Changzheng Hospital, Shanghai 200003, China
| | - Qing-Yu Zhang
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona.,New York State Department of Health, Wadsworth Center, Albany, New York.,School of Public Health, State University of New York at Albany, Albany, New York 12201
| | - Jun Gu
- New York State Department of Health, Wadsworth Center, Albany, New York.,School of Public Health, State University of New York at Albany, Albany, New York 12201
| | - Xinxin Ding
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona.,College of Nanoscale Science and Engineering, SUNY Polytechnic Institute, Albany, New York
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16
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Evaluation of hepatic drug-metabolism for glioblastoma using liver-brain chip. Biotechnol Lett 2020; 43:383-392. [PMID: 33145669 DOI: 10.1007/s10529-020-03043-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 10/28/2020] [Indexed: 12/21/2022]
Abstract
Glioma is one of the most aggressive and highly fatal diseases with an extremely poor prognosis. Considering the poor clinical response to therapy in glioma, it is urgent to establish an in vitro model to facilitate the screening and assessment of anti-brain-tumor drugs. The blood-brain barrier (BBB), as well as liver metabolism plays an important role in determining the pharmacological activity of many anti-brain-tumor drugs. In this work, we designed a multi-interface liver-brain chip integrating co-culture system to assess hepatic metabolism dependent cytotoxicity of anti-brain-tumor drug in vitro. This microdevice composed of three microchannels which were separated by porous membrane and collagen. HepG2 and U87 cells were cultured in separated channels as mimics of liver and glioblastoma. Brain microvascular endothelial cells (BMECS) and cerebral astrocytes were co-cultured on collagen to mimic the brain microvascular endothelial barrier. Three common anti-tumor drugs, paclitaxel (PTX), capecitabine (CAP) and temozolomide (TMZ), were evaluated on this chip. In integrated liver-brain chip, liver enhanced the cytotoxicity of CAP on U87 cells by 30%, but having no significant effect on TMZ. The BBB decreased the cytotoxicity of PTX by 20%, while no significant effects were observed on TMZ and CAP, indicating the importance of liver metabolism and blood-brain barrier on the evaluation of anti-brain-tumor drugs. This work provides a biomimetic liver-brain model to mimic the physiological and pharmacological processes in vitro and presents a simple platform for long-term cell co-culture, drug delivery and metabolism, and real-time analysis of drug effects on brain cancer.
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17
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Qi G, Han C, Sun Y, Zhou Y. Genetic insight into cytochrome P450 in Chinese from the Chinese Millionome Database. Basic Clin Pharmacol Toxicol 2019; 126:341-352. [PMID: 31661191 DOI: 10.1111/bcpt.13356] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Accepted: 10/15/2019] [Indexed: 12/21/2022]
Abstract
Genetic variations of cytochrome P450 (CYP) influence the inter-individual differences in drug response. Here, we collected 8682 variants of 57 CYP genes and cytochrome P450 oxidoreductase (POR) from a large-scale sequencing project in Chinese, Chinese Millionome Database (CMDB). In addition, 52 294 variants from the Genome Aggregation Database (gnomAD) had been simultaneously identified and analysed. Rare variants with a variant allele frequency (VAF) < 0.01 comprised 41.4% (3594/8682) of identified variations in the CMDB, while 98.1% (51 320/52 294) in the gnomAD were rare. Out of 8682 variants in the CMDB, 66.9% (5808/8682) were in introns and only 4.3% (377/8682) were missense variants. In contrast, 36.2% (18 929/52 294) variants in the gnomAD were missense. The common alleles with a VAF over 0.1 were found in CYP1A2*1C, CYP1A2*1F, CYP2C19*2, CYP2D6*2, CYP2D6*10, CYP3A5*3 and CYP4F2*3, with a VAF of 0.161, 0.6, 0.27, 0.274, 0.678, 0.92 and 0.233, respectively. The growing number of genetic variations in CYP genes as more genomes are sequenced would increase the power to predict drug metabolism and response based on the genotype of the particular individual.
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Affiliation(s)
- Guangzhao Qi
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Chao Han
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ya Sun
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yubing Zhou
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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18
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Wei T, Wang F, Zhang Z, Qiang J, Lv J, Chen T, Li J, Chen X. Recent Progress in the Development of Fluorometric Chemosensors to Detect Enzymatic Activity. Curr Med Chem 2019; 26:3923-3957. [DOI: 10.2174/0929867325666180214105552] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2017] [Revised: 12/10/2017] [Accepted: 12/27/2017] [Indexed: 12/16/2022]
Abstract
Enzymes are a class of macromolecules that function as highly efficient and specific
biological catalysts requiring only mild reaction conditions. Enzymes are essential to
maintaining life activities, including promoting metabolism and homeostasis, and participating
in a variety of physiological functions. Accordingly, enzymatic levels and activity are
closely related to the health of the organism, where enzymatic dysfunctions often lead to corresponding
diseases in the host. Due to this, diagnosis of certain diseases is based on the levels
and activity of certain enzymes. Therefore, rapid real-time and accurate detection of enzymes
in situ are important for diagnosis, monitoring, clinical treatment and pathological
studies of disease. Fluorescent probes have unique advantages in terms of detecting enzymes,
including being simple to use in highly sensitive and selective real-time rapid in-situ noninvasive
and highly spatial resolution visual imaging. However, fluorescent probes are most
commonly used to detect oxidoreductases, transferases and hydrolases due to the processes
and types of enzyme reactions. This paper summarizes the application of fluorescent probes to
detect these three types of enzymes over the past five years. In addition, we introduce the
mechanisms underlying detection of these enzymes by their corresponding probes.
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Affiliation(s)
- Tingwen Wei
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Fang Wang
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Zhijie Zhang
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Jiang Qiang
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Jing Lv
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Tiantian Chen
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Jia Li
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
| | - Xiaoqiang Chen
- State Key laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 210009, China
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19
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Mealey KL, Martinez SE, Villarino NF, Court MH. Personalized medicine: going to the dogs? Hum Genet 2019; 138:467-481. [PMID: 31032534 DOI: 10.1007/s00439-019-02020-w] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 04/19/2019] [Indexed: 12/13/2022]
Abstract
Interindividual variation in drug response occurs in canine patients just as it does in human patients. Although canine pharmacogenetics still lags behind human pharmacogenetics, significant life-saving discoveries in the field have been made over the last 20 years, but much remains to be done. This article summarizes the available published data about the presence and impact of genetic polymorphisms on canine drug transporters, drug-metabolizing enzymes, drug receptors/targets, and plasma protein binding while comparing them to their human counterparts when applicable. In addition, precision medicine in cancer treatment as an application of canine pharmacogenetics and pertinent considerations for canine pharmacogenetics testing is reviewed. The field is poised to transition from single pharmacogene-based studies, pharmacogenetics, to pharmacogenomic-based studies to enhance our understanding of interindividual variation of drug response in dogs. Advances made in the field of canine pharmacogenetics will not only improve the health and well-being of dogs and dog breeds, but may provide insight into individual drug efficacy and toxicity in human patients as well.
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Affiliation(s)
- Katrina L Mealey
- Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, WA, 99163, USA.
| | - Stephanie E Martinez
- Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, WA, 99163, USA
| | - Nicolas F Villarino
- Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, WA, 99163, USA
| | - Michael H Court
- Program in Individualized Medicine (PrIMe), Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, WA, 99163, USA
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20
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Rudeck J, Bert B, Marx-Stoelting P, Schönfelder G, Vogl S. Liver lobe and strain differences in the activity of murine cytochrome P450 enzymes. Toxicology 2018; 404-405:76-85. [PMID: 29879457 DOI: 10.1016/j.tox.2018.06.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 05/17/2018] [Accepted: 06/02/2018] [Indexed: 12/19/2022]
Abstract
The cytochrome P450 (CYP) enzyme superfamily is the most important enzyme system for phase I biotransformation. For toxico- and pharmacokinetic studies, use of liver-based microsomes, including those of mice, is state-of-the-art to study CYP-dependent metabolism. However, reproducibility and interpretation of these data is still very variable, partly because current testing guidelines do not cover details on organ sampling and potential liver lobe differences. Hence, we analyzed CYP activity, CYP protein content, mRNA expression of CYP1A, CYP2C, CYP2D and CYP3A isozymes, and cytochrome P450 reductase (CPR) activity of the four different liver lobes and processus papillaris of male C57BL/6J mice in comparison to whole liver. Additionally, we used whole liver of Balb/cJ and 129S1/SvImJ for strain comparison. Our data show significant differences in CYP activity, being most prominent in lobus sinister lateralis and lobus medialis, and lowest in processus papillaris. These differences were not caused by varying Cyp gene expression or CYP protein level, but partly correspond with lobe specific CPR activities. We also observed significant strain differences in CYP mRNA expression and activities with overall high activities in 129S1/SvImJ mice and low activities in Balb/cJ mice compared to C57BL/6J mice. In addition, strain specific differences in CYP2C and CYP2D activity seem to be reflected in strain dependent differences in CPR activity. In summary, our results indicate that in mice CYP activity and gene expression are strain dependent and may vary highly between liver lobes. To ensure reproducibility and comparability of different probes and studies, this should be taken into account when liver samples are collected for the analysis of CYP-dependent metabolism.
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Affiliation(s)
- Juliane Rudeck
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Max-Dohrn-Str. 8-10, 10589 Berlin, Germany.
| | - Bettina Bert
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Max-Dohrn-Str. 8-10, 10589 Berlin, Germany.
| | - Philip Marx-Stoelting
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Max-Dohrn-Str. 8-10, 10589 Berlin, Germany.
| | - Gilbert Schönfelder
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Max-Dohrn-Str. 8-10, 10589 Berlin, Germany; Charité - Universitätsmedizin Berlin, Cooperate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Clinical Pharmacology and Toxicology, Charitéplatz 1, 10117 Berlin, Germany.
| | - Silvia Vogl
- German Federal Institute for Risk Assessment, German Centre for the Protection of Laboratory Animals (Bf3R), Max-Dohrn-Str. 8-10, 10589 Berlin, Germany.
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Surface modification of protein enhances encapsulation in chitosan nanoparticles. APPLIED NANOSCIENCE 2018. [DOI: 10.1007/s13204-018-0779-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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