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Atzemian N, Dovrolis N, Ragia G, Portokallidou K, Kolios G, Manolopoulos VG. Beyond the Rhythm: In Silico Identification of Key Genes and Therapeutic Targets in Atrial Fibrillation. Biomedicines 2023; 11:2632. [PMID: 37893006 PMCID: PMC10604372 DOI: 10.3390/biomedicines11102632] [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: 07/31/2023] [Revised: 09/21/2023] [Accepted: 09/22/2023] [Indexed: 10/29/2023] Open
Abstract
Atrial fibrillation (AF) is a prevalent cardiac arrhythmia worldwide and is characterized by a high risk of thromboembolism, ischemic stroke, and fatality. The precise molecular mechanisms of AF pathogenesis remain unclear. The purpose of this study was to use bioinformatics tools to identify novel key genes in AF, provide deeper insights into the molecular pathogenesis of AF, and uncover potential therapeutic targets. Four publicly available raw RNA-Seq datasets obtained through the ENA Browser, as well as proteomic analysis results, both derived from atrial tissues, were used in this analysis. Differential gene expression analysis was performed and cross-validated with proteomics results to identify common genes/proteins between them. A functional enrichment pathway analysis was performed. Cross-validation analysis revealed five differentially expressed genes, namely FGL2, IGFBP5, NNMT, PLA2G2A, and TNC, in patients with AF compared with those with sinus rhythm (SR). These genes play crucial roles in various cardiovascular functions and may be part of the molecular signature of AF. Furthermore, functional enrichment analysis revealed several pathways related to the extracellular matrix, inflammation, and structural remodeling. This study highlighted five key genes that constitute promising candidates for further experimental exploration as biomarkers as well as therapeutic targets for AF.
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Affiliation(s)
- Natalia Atzemian
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (N.A.); (G.R.); (K.P.); (G.K.)
- Individualised Medicine & Pharmacological Research Solutions Center (IMPReS), 68100 Alexandroupolis, Greece
| | - Nikolas Dovrolis
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (N.A.); (G.R.); (K.P.); (G.K.)
- Individualised Medicine & Pharmacological Research Solutions Center (IMPReS), 68100 Alexandroupolis, Greece
| | - Georgia Ragia
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (N.A.); (G.R.); (K.P.); (G.K.)
- Individualised Medicine & Pharmacological Research Solutions Center (IMPReS), 68100 Alexandroupolis, Greece
| | - Konstantina Portokallidou
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (N.A.); (G.R.); (K.P.); (G.K.)
- Individualised Medicine & Pharmacological Research Solutions Center (IMPReS), 68100 Alexandroupolis, Greece
| | - George Kolios
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (N.A.); (G.R.); (K.P.); (G.K.)
- Individualised Medicine & Pharmacological Research Solutions Center (IMPReS), 68100 Alexandroupolis, Greece
| | - Vangelis G. Manolopoulos
- Laboratory of Pharmacology, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (N.A.); (G.R.); (K.P.); (G.K.)
- Individualised Medicine & Pharmacological Research Solutions Center (IMPReS), 68100 Alexandroupolis, Greece
- Clinical Pharmacology Unit, Academic General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
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Joshi P, Patel R, Kang SY, Serbinowski E, Lee MY. Establishment of ion channel and ABC transporter assays in 3D-cultured ReNcell VM on a 384-pillar plate for neurotoxicity potential. Toxicol In Vitro 2022; 82:105375. [PMID: 35550413 DOI: 10.1016/j.tiv.2022.105375] [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: 09/17/2021] [Revised: 04/05/2022] [Accepted: 05/03/2022] [Indexed: 10/18/2022]
Abstract
Neurotoxicity potential of compounds by inhibition of ion channels and efflux transporters has been studied traditionally using two-dimensionally (2D) cultured cell lines such as CHO and HEK-293 overexpressing the protein of interest. However, these approaches are time consuming and do not recapitulate the activity of ion channels and efflux transporters indigenously expressed in neural stem cells (NSCs) in vivo. To overcome these issues, we established ion channel and transporter assays on a 384-pillar plate with three-dimensionally (3D) cultured ReNcell VM and demonstrated high-throughput measurement of ion channel and transporter activity. RNA sequencing analysis identified major ion channels and efflux transporters expressed in ReNcell VM, followed by validating 3D ReNcell-based ion channel and transporter assays with model compounds. Major ion channel activities were measured by specifically inhibiting potassium channels Kv 7.2 with XE-991 and Kv 4.3 with fluoxetine, and a calcium channel with 2-APB. Activities of major efflux transporters, MDR1, MRP1, and BCRP, were assessed using their respective blockers, verapamil, probenecid, and novobiocin. From this study, we demonstrated that 3D-cultured ReNcell VM on the 384-pillar plate could be a good alternative to rapidly identify environmental chemicals and therapeutic compounds for their role in modulating the activity of ion channels and efflux transporters, potentially leading to neurotoxicity.
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Affiliation(s)
- Pranav Joshi
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA; Bioprinting Laboratories Inc, Denton, TX, USA
| | - Rushabh Patel
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA; College of Medicine and Life Sciences, University of Toledo, Toledo, OH, USA
| | - Soo-Yeon Kang
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA; Department of Biomedical Engineering, University of North Texas, Denton, TX, USA
| | - Emily Serbinowski
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA; College of Medicine and Life Sciences, University of Toledo, Toledo, OH, USA
| | - Moo-Yeal Lee
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA; Department of Biomedical Engineering, University of North Texas, Denton, TX, USA.
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Choudhary S, Kashyap SS, Martin RJ, Robertson AP. Advances in our understanding of nematode ion channels as potential anthelmintic targets. Int J Parasitol Drugs Drug Resist 2022; 18:52-86. [PMID: 35149380 PMCID: PMC8841521 DOI: 10.1016/j.ijpddr.2021.12.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 12/15/2022]
Abstract
Ion channels are specialized multimeric proteins that underlie cell excitability. These channels integrate with a variety of neuromuscular and biological functions. In nematodes, the physiological behaviors including locomotion, navigation, feeding and reproduction, are regulated by these protein entities. Majority of the antinematodal chemotherapeutics target the ion channels to disrupt essential biological functions. Here, we have summarized current advances in our understanding of nematode ion channel pharmacology. We review cys-loop ligand gated ion channels (LGICs), including nicotinic acetylcholine receptors (nAChRs), acetylcholine-chloride gated ion channels (ACCs), glutamate-gated chloride channels (GluCls), and GABA (γ-aminobutyric acid) receptors, and other ionotropic receptors (transient receptor potential (TRP) channels and potassium ion channels). We have provided an update on the pharmacological properties of these channels from various nematodes. This article catalogs the differences in ion channel composition and resulting pharmacology in the phylum Nematoda. This diversity in ion channel subunit repertoire and pharmacology emphasizes the importance of pursuing species-specific drug target research. In this review, we have provided an overview of recent advances in techniques and functional assays available for screening ion channel properties and their application.
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Affiliation(s)
- Shivani Choudhary
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA 50011, USA
| | - Sudhanva S Kashyap
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA 50011, USA
| | - Richard J Martin
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA 50011, USA
| | - Alan P Robertson
- Department of Biomedical Sciences, College of Veterinary Medicine, Iowa State University, Ames, IA 50011, USA.
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4
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Seimei A, Saeki D, Matsuyama H. Effect of polyelectrolyte structure on formation of supported lipid bilayers on polyelectrolyte multilayers prepared using the layer-by-layer method. J Colloid Interface Sci 2020; 569:211-218. [DOI: 10.1016/j.jcis.2020.02.079] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 01/20/2020] [Accepted: 02/19/2020] [Indexed: 11/17/2022]
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Ai X, Wu Y, Lu W, Zhang X, Zhao L, Tu P, Wang K, Jiang Y. A Precise Microfluidic Assay in Single-Cell Profile for Screening of Transient Receptor Potential Channel Modulators. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2020; 7:2000111. [PMID: 32537418 PMCID: PMC7284206 DOI: 10.1002/advs.202000111] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 03/03/2020] [Accepted: 03/08/2020] [Indexed: 05/14/2023]
Abstract
Transient receptor potential (TRP) channels are emerging drug targets, and TRP channel modulators possess therapeutic potential for many indications. However, there is a lack of intellectual and robust screening assays against TRP channels utilizing the least amount of compounds. Here, a precise microfluidic assay in single-cell profile is developed for the screening of TRP channel modulators. The geometrically optimized microchip is designed for both trapping single cells and utilizing passive pumping for sequential media replacement with low shear stress. The microfluidic chip exhibits superior performance in screening, repeatable compound administration, and improved reproducibility. Using this screening platform, the false-positive and negative rate of the commonly used Ca2+ imaging is reduced from 76.2% to 4.8% and four coumarin derivatives isolated from Murraya species that inhibit TRP channels are identified. One coumarin derivative B-304 reverses TRPA1-mediated inflammatory pain in vivo. Taken together, the data demonstrate that the established microfluidic assay in single-cell profile could be used for the screening of TRP channel modulators that may have therapeutic potential for the channelopathies.
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Affiliation(s)
- Xiaoni Ai
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
| | - Yang Wu
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
- Department of PharmacologyQingdao University School of Pharmacy38 Dengzhou RoadQingdao266021China
| | - Wenbo Lu
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
| | - Xinran Zhang
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
- Department of PharmacologyQingdao University School of Pharmacy38 Dengzhou RoadQingdao266021China
| | - Lin Zhao
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
| | - Pengfei Tu
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
| | - KeWei Wang
- Department of PharmacologyQingdao University School of Pharmacy38 Dengzhou RoadQingdao266021China
| | - Yong Jiang
- State Key Laboratory of Natural and Biomimetic DrugsSchool of Pharmaceutical SciencesPeking UniversityBeijing100191China
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Qi G, Wang B, Zhang Y, Li H, Li C, Xu W, Jin Y. Living-Cell Imaging of Mitochondrial Membrane Potential Oscillation and Phenylalanine Metabolism Modulation during Periodic Electrostimulus. Anal Chem 2019; 91:9571-9579. [DOI: 10.1021/acs.analchem.9b00863] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Guohua Qi
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, Jilin, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Bo Wang
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, Jilin, P. R. China
| | - Ying Zhang
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, Jilin, P. R. China
- University of Science and Technology of China, Hefei 230026, P. R. China
| | - Haijuan Li
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, Jilin, P. R. China
| | - Chuanping Li
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, Jilin, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Weiqing Xu
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, 2699 Qianjin Avenue, Changchun 130012, P. R. China
| | - Yongdong Jin
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, Jilin, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, P. R. China
- University of Science and Technology of China, Hefei 230026, P. R. China
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7
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Flood E, Boiteux C, Lev B, Vorobyov I, Allen TW. Atomistic Simulations of Membrane Ion Channel Conduction, Gating, and Modulation. Chem Rev 2019; 119:7737-7832. [DOI: 10.1021/acs.chemrev.8b00630] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Emelie Flood
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia
| | - Céline Boiteux
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia
| | - Bogdan Lev
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia
| | - Igor Vorobyov
- Department of Physiology & Membrane Biology/Department of Pharmacology, University of California, Davis, 95616, United States
| | - Toby W. Allen
- School of Science, RMIT University, Melbourne, Victoria 3000, Australia
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Wulff H, Christophersen P, Colussi P, Chandy KG, Yarov-Yarovoy V. Antibodies and venom peptides: new modalities for ion channels. Nat Rev Drug Discov 2019; 18:339-357. [PMID: 30728472 PMCID: PMC6499689 DOI: 10.1038/s41573-019-0013-8] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Ion channels play fundamental roles in both excitable and non-excitable tissues and therefore constitute attractive drug targets for myriad neurological, cardiovascular and metabolic diseases as well as for cancer and immunomodulation. However, achieving selectivity for specific ion channel subtypes with small-molecule drugs has been challenging, and there currently is a growing trend to target ion channels with biologics. One approach is to improve the pharmacokinetics of existing or novel venom-derived peptides. In parallel, after initial studies with polyclonal antibodies demonstrated the technical feasibility of inhibiting channel function with antibodies, multiple preclinical programmes are now using the full spectrum of available technologies to generate conventional monoclonal and engineered antibodies or nanobodies against extracellular loops of ion channels. After a summary of the current state of ion channel drug discovery, this Review discusses recent developments using the purinergic receptor channel P2X purinoceptor 7 (P2X7), the voltage-gated potassium channel KV1.3 and the voltage-gated sodium channel NaV1.7 as examples of targeting ion channels with biologics.
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Affiliation(s)
- Heike Wulff
- Department of Pharmacology, University of California Davis, Davis, CA, USA.
| | | | | | - K George Chandy
- Molecular Physiology Laboratory, Infection and Immunity Theme, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Vladimir Yarov-Yarovoy
- Department of Physiology & Membrane Biology, University of California Davis, Davis, CA, USA
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9
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Otvos RA, Still KBM, Somsen GW, Smit AB, Kool J. Drug Discovery on Natural Products: From Ion Channels to nAChRs, from Nature to Libraries, from Analytics to Assays. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2019; 24:362-385. [PMID: 30682257 PMCID: PMC6484542 DOI: 10.1177/2472555218822098] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 11/16/2018] [Accepted: 12/07/2018] [Indexed: 12/21/2022]
Abstract
Natural extracts are complex mixtures that may be rich in useful bioactive compounds and therefore are attractive sources for new leads in drug discovery. This review describes drug discovery from natural products and in explaining this process puts the focus on ion-channel drug discovery. In particular, the identification of bioactives from natural products targeting nicotinic acetylcholine receptors (nAChRs) and serotonin type 3 receptors (5-HT3Rs) is discussed. The review is divided into three parts: "Targets," "Sources," and "Approaches." The "Targets" part will discuss the importance of ion-channel drug targets in general, and the α7-nAChR and 5-HT3Rs in particular. The "Sources" part will discuss the relevance for drug discovery of finding bioactive compounds from various natural sources such as venoms and plant extracts. The "Approaches" part will give an overview of classical and new analytical approaches that are used for the identification of new bioactive compounds with the focus on targeting ion channels. In addition, a selected overview is given of traditional venom-based drug discovery approaches and of diverse hyphenated analytical systems used for screening complex bioactive mixtures including venoms.
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Affiliation(s)
- Reka A. Otvos
- The Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Division of BioAnalytical Chemistry, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Kristina B. M. Still
- The Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Division of BioAnalytical Chemistry, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Govert W. Somsen
- The Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Division of BioAnalytical Chemistry, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - August B. Smit
- Department of Molecular and Cellular Neurobiology, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Jeroen Kool
- The Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), Division of BioAnalytical Chemistry, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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10
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Phase-segregated Membrane Model assessed by a combined SPR-AFM Approach. Colloids Surf B Biointerfaces 2018; 172:423-429. [DOI: 10.1016/j.colsurfb.2018.08.066] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 08/09/2018] [Accepted: 08/29/2018] [Indexed: 12/22/2022]
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11
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Ghosh A, Roy R, Nandi M, Mukhopadhyay A. Scorpion Venom-Toxins that Aid in Drug Development: A Review. Int J Pept Res Ther 2018; 25:27-37. [PMID: 32214927 PMCID: PMC7088386 DOI: 10.1007/s10989-018-9721-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2018] [Indexed: 12/01/2022]
Abstract
Scorpion venom components have multifaceted orientation against bacterial, viral, fungal infections and other neuronal disorders. They can modulate the ion channels (K+, Na+, Cl−, Ca2+) of our body and this concept has been hypothesized in formulating pharmaceuticals. The triumphant achievement of these venom components as formulated anticancer agent in Phase I and Phase II clinical trials allure researchers to excavate beneficial venom components prohibiting DNA replication in malignant tumor cells. This review brings forth the achievements of Science and Technology in classifying the venom components as therapeutics and further application in drug product development.
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Affiliation(s)
- Arijit Ghosh
- 1Department of Molecular Biology, Netaji Subhas Chandra Bose Cancer Research Institute, 16 A Park Lane, Kolkata, 700016 India
| | - Rini Roy
- 1Department of Molecular Biology, Netaji Subhas Chandra Bose Cancer Research Institute, 16 A Park Lane, Kolkata, 700016 India
| | - Monoswini Nandi
- 2Department of Molecular Biology and Biotechnology, Kalyani University, University Road, Near Kalyani Ghoshpara Railway Station, District Nadia, Kalyani, West Bengal 741235 India
| | - Ashis Mukhopadhyay
- 3Department of Hemato-Oncology, Netaji Subhas Chandra Bose Cancer Research Institute, 16 A Park Lane, Kolkata, 700016 India.,4Netaji Subhas Chandra Bose Cancer Research Institute, Park Street, Kolkata, West Bengal 700016 India
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12
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Miyashita W, Saeki D, Matsuyama H. Formation of supported lipid bilayers on porous polymeric substrates induced by hydrophobic interaction. Colloids Surf A Physicochem Eng Asp 2018. [DOI: 10.1016/j.colsurfa.2017.11.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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13
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Howard RJ, Carnevale V, Delemotte L, Hellmich UA, Rothberg BS. Permeating disciplines: Overcoming barriers between molecular simulations and classical structure-function approaches in biological ion transport. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2017; 1860:927-942. [PMID: 29258839 DOI: 10.1016/j.bbamem.2017.12.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2017] [Revised: 12/08/2017] [Accepted: 12/14/2017] [Indexed: 11/20/2022]
Abstract
Ion translocation across biological barriers is a fundamental requirement for life. In many cases, controlling this process-for example with neuroactive drugs-demands an understanding of rapid and reversible structural changes in membrane-embedded proteins, including ion channels and transporters. Classical approaches to electrophysiology and structural biology have provided valuable insights into several such proteins over macroscopic, often discontinuous scales of space and time. Integrating these observations into meaningful mechanistic models now relies increasingly on computational methods, particularly molecular dynamics simulations, while surfacing important challenges in data management and conceptual alignment. Here, we seek to provide contemporary context, concrete examples, and a look to the future for bridging disciplinary gaps in biological ion transport. This article is part of a Special Issue entitled: Beyond the Structure-Function Horizon of Membrane Proteins edited by Ute Hellmich, Rupak Doshi and Benjamin McIlwain.
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Affiliation(s)
- Rebecca J Howard
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Box 1031, 17121 Solna, Sweden.
| | - Vincenzo Carnevale
- Institute for Computational Molecular Science, Department of Chemistry, Temple University, Philadelphia, PA 19122, USA.
| | - Lucie Delemotte
- Science for Life Laboratory, Department of Theoretical Physics, KTH Royal Institute of Technology, Box 1031, 17121 Solna, Sweden.
| | - Ute A Hellmich
- Johannes Gutenberg University Mainz, Institute for Pharmacy and Biochemistry, Johann-Joachim-Becherweg 30, 55128 Mainz, Germany; Centre for Biomolecular Magnetic Resonance (BMRZ), Goethe University Frankfurt, Max-von-Laue Str. 9, 60438 Frankfurt, Germany.
| | - Brad S Rothberg
- Department of Medical Genetics and Molecular Biochemistry, Temple University Lewis Katz School of Medicine, Philadelphia, PA 19140, USA.
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14
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Picones A, Loza-Huerta A, Segura-Chama P, Lara-Figueroa CO. Contribution of Automated Technologies to Ion Channel Drug Discovery. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2016; 104:357-378. [DOI: 10.1016/bs.apcsb.2016.01.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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15
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Anger LT, Wolf A, Schleifer KJ, Schrenk D, Rohrer SG. Generalized Workflow for Generating Highly Predictive in Silico Off-Target Activity Models. J Chem Inf Model 2014; 54:2411-22. [DOI: 10.1021/ci500342q] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Lennart T. Anger
- Computational
Chemistry and Biology, BASF SE, Carl-Bosch-Strasse
38, 67056 Ludwigshafen, Germany
- Food
Chemistry and Toxicology, University of Kaiserslautern, Erwin-Schroedinger-Strasse
52, 67663 Kaiserslautern, Germany
| | - Antje Wolf
- Computational
Chemistry and Biology, BASF SE, Carl-Bosch-Strasse
38, 67056 Ludwigshafen, Germany
| | - Klaus-Juergen Schleifer
- Computational
Chemistry and Biology, BASF SE, Carl-Bosch-Strasse
38, 67056 Ludwigshafen, Germany
| | - Dieter Schrenk
- Food
Chemistry and Toxicology, University of Kaiserslautern, Erwin-Schroedinger-Strasse
52, 67663 Kaiserslautern, Germany
| | - Sebastian G. Rohrer
- Mechanistic Biology
Fungicides, BASF SE, Speyerer Strasse
2, 67117 Limburgerhof, Germany
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16
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Liu Q, Wu C, Cai H, Hu N, Zhou J, Wang P. Cell-based biosensors and their application in biomedicine. Chem Rev 2014; 114:6423-61. [PMID: 24905074 DOI: 10.1021/cr2003129] [Citation(s) in RCA: 189] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Qingjun Liu
- Biosensor National Special Laboratory, Key Laboratory of Biomedical Engineering of the Ministry of Education, Department of Biomedical Engineering, Zhejiang University , Hangzhou 310027, China
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Park MJ, Lee KR, Shin DS, Chun HS, Kim CH, Ahn SH, Bae MA. Predicted drug-induced bradycardia related cardio toxicity using a zebrafish in vivo model is highly correlated with results from in vitro tests. Toxicol Lett 2013; 216:9-15. [DOI: 10.1016/j.toxlet.2012.10.018] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2012] [Revised: 10/26/2012] [Accepted: 10/29/2012] [Indexed: 11/30/2022]
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18
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Kim YR, Jung S, Ryu H, Yoo YE, Kim SM, Jeon TJ. Synthetic biomimetic membranes and their sensor applications. SENSORS (BASEL, SWITZERLAND) 2012; 12:9530-50. [PMID: 23012557 PMCID: PMC3444115 DOI: 10.3390/s120709530] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Revised: 06/05/2012] [Accepted: 06/16/2012] [Indexed: 11/16/2022]
Abstract
Synthetic biomimetic membranes provide biological environments to membrane proteins. By exploiting the central roles of biological membranes, it is possible to devise biosensors, drug delivery systems, and nanocontainers using a biomimetic membrane system integrated with functional proteins. Biomimetic membranes can be created with synthetic lipids or block copolymers. These amphiphilic lipids and polymers self-assemble in an aqueous solution either into planar membranes or into vesicles. Using various techniques developed to date, both planar membranes and vesicles can provide versatile and robust platforms for a number of applications. In particular, biomimetic membranes with modified lipids or functional proteins are promising platforms for biosensors. We review recent technologies used to create synthetic biomimetic membranes and their engineered sensors applications.
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Affiliation(s)
- Young-Rok Kim
- Institute of Life Sciences and Resources & Department of Food Science and Biotechnology, Kyung Hee University, Yongin 446-701, Korea; E-Mail:
| | - Sungho Jung
- Department of Biological Engineering, Inha University, Incheon 402-751, Korea; E-Mails: (S.J.); (H.R.)
| | - Hyunil Ryu
- Department of Biological Engineering, Inha University, Incheon 402-751, Korea; E-Mails: (S.J.); (H.R.)
| | - Yeong-Eun Yoo
- Nano-Mechanical Systems Research Division, Korea Institute of Machinery and Materials, Daejeon 305-343, Korea; E-Mail:
| | - Sun Min Kim
- Department of Mechanical Engineering, Inha University, Incheon 402-751, Korea; E-Mail:
- Biohybrid Systems Research Center, Inha University, Incheon 402-751, Korea
| | - Tae-Joon Jeon
- Department of Biological Engineering, Inha University, Incheon 402-751, Korea; E-Mails: (S.J.); (H.R.)
- Biohybrid Systems Research Center, Inha University, Incheon 402-751, Korea
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Lee KI, Jo S, Rui H, Egwolf B, Roux B, Pastor RW, Im W. Web interface for Brownian dynamics simulation of ion transport and its applications to beta-barrel pores. J Comput Chem 2012; 33:331-9. [PMID: 22102176 PMCID: PMC3240732 DOI: 10.1002/jcc.21952] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2011] [Revised: 08/26/2011] [Accepted: 09/03/2011] [Indexed: 11/06/2022]
Abstract
Brownian dynamics (BD) based on accurate potential of mean force is an efficient and accurate method for simulating ion transport through wide ion channels. Here, a web-based graphical user interface (GUI) is presented for carrying out grand canonical Monte Carlo (GCMC) BD simulations of channel proteins: http://www.charmm-gui.org/input/gcmcbd. The webserver is designed to help users avoid most of the technical difficulties and issues encountered in setting up and simulating complex pore systems. GCMC/BD simulation results for three proteins, the voltage dependent anion channel (VDAC), α-Hemolysin (α-HL), and the protective antigen pore of the anthrax toxin (PA), are presented to illustrate the system setup, input preparation, and typical output (conductance, ion density profile, ion selectivity, and ion asymmetry). Two models for the input diffusion constants for potassium and chloride ions in the pore are compared: scaling of the bulk diffusion constants by 0.5, as deduced from previous all-atom molecular dynamics simulations of VDAC, and a hydrodynamics based model (HD) of diffusion through a tube. The HD model yields excellent agreement with experimental conductances for VDAC and α-HL, while scaling bulk diffusion constants by 0.5 leads to underestimates of 10-20%. For PA, simulated ion conduction values overestimate experimental values by a factor of 1.5-7 (depending on His protonation state and the transmembrane potential), implying that the currently available computational model of this protein requires further structural refinement.
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Affiliation(s)
- Kyu Il Lee
- Center for Bioinformatics and Department of Molecular Biosciences, The University of Kansas, Lawrence, KS
| | - Sunhwan Jo
- Center for Bioinformatics and Department of Molecular Biosciences, The University of Kansas, Lawrence, KS
| | - Huan Rui
- Center for Bioinformatics and Department of Molecular Biosciences, The University of Kansas, Lawrence, KS
| | - Bernhard Egwolf
- Department of Theoretical and Computational Biophysics, Max Planck Institute for Biophysical Chemistry, Goettingen, Germany
| | - Benoît Roux
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL
| | - Richard W. Pastor
- Laboratory of Computational Biology, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Wonpil Im
- Center for Bioinformatics and Department of Molecular Biosciences, The University of Kansas, Lawrence, KS
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Abstract
OBJECTIVES This review considers ion channels as potential novel therapeutic targets, particularly in the treatment of pain. KEY FINDINGS Ion channel proteins underlie electrical signalling throughout the body and are important targets for existing therapeutic agents. Nevertheless, ion channels remain a relatively underexploited family of proteins for therapeutic interventions. A number of recent advances in both technology and knowledge suggest that these proteins are promising targets for future therapeutic development. For example, there has been considerable recent improvement in high-throughput screening technologies following the need for pharmaceutical companies to screen against compounds which block human ether-a-go-go-related gene (hERG) potassium channels. Similarly an increased awareness of the importance of ion channels in disease states such as epilepsy, ataxia, cardiac arrhythmia, diabetes and cystic fibrosis has been revealed through studies of genetic mutations in humans and genetic ablation studies in animals. Furthermore, recent advances in the understanding of ion channel structure and how this relates to their function has provided significant new insights into where exactly on the ion channel protein novel therapeutic agents might be developed to target. In the particular area of pain research a number of different ion channel subtypes have been identified (including certain sodium, potassium and transient receptor potential (TRP) channels). SUMMARY It seems likely that new therapies will arise that target ion channels. In the treatment of pain, for example, novel agents targeting TRPV1 channels are already showing considerable therapeutic promise.
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Affiliation(s)
- Alistair Mathie
- Medway School of Pharmacy, University of Kent, Maritime, UK.
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Vetter I, Davis JL, Rash LD, Anangi R, Mobli M, Alewood PF, Lewis RJ, King GF. Venomics: a new paradigm for natural products-based drug discovery. Amino Acids 2010; 40:15-28. [DOI: 10.1007/s00726-010-0516-4] [Citation(s) in RCA: 128] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2010] [Accepted: 02/04/2010] [Indexed: 10/19/2022]
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Eglen RM, Reisine T. Photoproteins: important new tools in drug discovery. Assay Drug Dev Technol 2009; 6:659-71. [PMID: 19035847 DOI: 10.1089/adt.2008.160] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The G protein-coupled receptor (GPCR) family is a major target for drug discovery, and most, if not all, GPCRs can couple to Ca2+ signaling. Consequently, there are a number of cellbased, primary, high-throughput screening (HTS) assays used for drug discovery that assess changes in intracellular Ca2+ as a functional readout of GPCR activation. Historically, changes in intracellular Ca2+ levels have been readily detected using fluorescent dyes that emit light in proportion to changes in intracellular Ca2+ concentration. An alternative approach to indirectly measure changes in Ca2+ concentrations involves the use of recombinantly expressed biosensor photoproteins, of which aequorin is a prototypic example. These biosensors have the advantage that they provide an intense luminescent signal in response to elevations in intracellular Ca2+. This exquisite sensitivity, the high signal-to-noise ratios, and the ability to target expression to discrete subcellular sites (in order to detect Ca2+ microdomains) have made photoproteins a principal choice in a wide range of GPCR drug discovery programs. Photoproteins are also finding increasing use in detecting activation of other molecular target classes such as ligand-gated ion channels and transporters. This review focuses upon the use of calcium photoproteins principally for use in GPCR drug discovery and HTS.
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Affiliation(s)
- Richard M Eglen
- Bio-discovery, PerkinElmer Life and Analytical Sciences, Waltham, MA 02451, USA.
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23
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Muster W, Breidenbach A, Fischer H, Kirchner S, Müller L, Pähler A. Computational toxicology in drug development. Drug Discov Today 2008; 13:303-10. [DOI: 10.1016/j.drudis.2007.12.007] [Citation(s) in RCA: 105] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2007] [Revised: 12/17/2007] [Accepted: 12/18/2007] [Indexed: 10/22/2022]
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McKay NG, Kirby RW, Lawson K. Rubidium efflux as a tool for the pharmacological characterisation of compounds with BK channel opening properties. Methods Mol Biol 2008; 491:267-77. [PMID: 18998100 DOI: 10.1007/978-1-59745-526-8_21] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
This chapter describes a method of assaying rubidium (Rb(+)) efflux as a measure of potassium channel activity. In this assay, rubidium acts as a tracer for potassium movement across the cell membrane. HEK 293 cells expressing the alpha subunit of the human brain large-conductance, voltage-activated, calcium-sensitive potassium channel (BK channel) are loaded with Rb(+), washed, and then incubated under experimental conditions. The cell supernatant is removed, and the remaining cell monolayer lysed. These two samples contain Rb(+) that has moved out of the cell and Rb(+) that remains in the cell, respectively. Measurement of the Rb(+) content of these samples by flame atomic absorption spectrometry allows calculation of the percentage Rb(+) efflux and, depending on the experimental design, provides pharmacological data about the control and test compounds used. In this chapter, we describe the protocol and steps for optimisation and illustrate this with data obtained using NS1619, a well-characterised BK channel opener.
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Affiliation(s)
- Neil G McKay
- Biomedical Research Centre, Sheffield Hallam University, UK
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Harvey AJ, Baell JB, Toovey N, Homerick D, Wulff H. A new class of blockers of the voltage-gated potassium channel Kv1.3 via modification of the 4- or 7-position of khellinone. J Med Chem 2006; 49:1433-41. [PMID: 16480279 DOI: 10.1021/jm050839v] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The voltage-gated potassium channel Kv1.3 constitutes an attractive target for the selective suppression of effector memory T cells in autoimmune diseases. We have previously reported the natural product khellinone, 1a, as a versatile lead molecule and identified two new classes of Kv1.3 blockers: (i) chalcone derivatives of khellinone, and (ii) khellinone dimers linked through the 6-position. Here we describe the multiple parallel synthesis of a new class of khellinone derivatives selectively alkylated at either the 4- or 7-position via the phenolic OH and show that several chloro, bromo, methoxy, and nitro substituted benzyl derivatives inhibit Kv1.3 with submicromolar potencies. Representative examples of the most potent compounds from each subclass, 11m (5-acetyl-4-(4'-chloro)benzyloxy-6-hydroxy-7-methoxybenzofuran) and 14m (5-acetyl-7-(4'-bromo)benzyloxy-6-hydroxy-4-methoxybenzofuran), block Kv1.3 with EC50 values of 480 and 400 nM, respectively. Both compounds exhibit moderate selectivity over other Kv1-family channels and HERG, are not cytotoxic, and suppress human T cell proliferation at low micromolar concentrations.
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Affiliation(s)
- Andrew J Harvey
- The Walter and Eliza Hall Institute of Medical Research Biotechnology Centre, 4 Research Avenue, La Trobe R&D Park, Bundoora 3086, Australia.
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Huang CJ, Harootunian A, Maher MP, Quan C, Raj CD, McCormack K, Numann R, Negulescu PA, González JE. Characterization of voltage-gated sodium-channel blockers by electrical stimulation and fluorescence detection of membrane potential. Nat Biotechnol 2006; 24:439-46. [PMID: 16550174 DOI: 10.1038/nbt1194] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2005] [Accepted: 01/05/2006] [Indexed: 11/09/2022]
Abstract
Voltage-gated ion channels regulate many physiological functions and are targets for a number of drugs. Patch-clamp electrophysiology is the standard method for measuring channel activity because it fulfils the requirements for voltage control, repetitive stimulation and high temporal resolution, but it is laborious and costly. Here we report an electro-optical technology and automated instrument, called the electrical stimulation voltage ion probe reader (E-VIPR), that measures the activity of voltage-gated ion channels using extracellular electrical field stimulation and voltage-sensitive fluorescent probes. We demonstrate that E-VIPR can sensitively detect drug potency and mechanism of block on the neuronal human type III voltage-gated sodium channel expressed in human embryonic kidney cells. Results are compared with voltage-clamp and show that E-VIPR provides sensitive and information-rich compound blocking activity. Furthermore, we screened approximately 400 drugs and observed sodium channel-blocking activity for approximately 25% of them, including the antidepressants sertraline (Zoloft) and paroxetine (Paxil).
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Affiliation(s)
- Chien-Jung Huang
- Vertex Pharmaceuticals Incorporated, 11010 Torreyana Road, San Diego, California 92121, USA
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28
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Guthrie H, Livingston FS, Gubler U, Garippa R. A Place for High-Throughput Electrophysiology in Cardiac Safety: Screening hERG Cell Lines and Novel Compounds with the Ion Works HTTM System. ACTA ACUST UNITED AC 2005; 10:832-40. [PMID: 16234341 DOI: 10.1177/1087057105280566] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Several commercially available pharmaceutical compounds have been shown to block the I Krcurrent of the cardiac action potential. This effect can cause a prolongation of the electrocardiogram QTinterval and a delay in ventricular repolarization. The Food and Drug Administration recommends that all new potential drug candidates be assessed for I Krblock to avoid a potentially lethal cardiac arrhythmia known as torsades de pointes. Direct compound interaction with the human ether-a-go-go– related gene (hERG) product, a delayed rectifier potassium channel, has been identified as a molecular mechanism of I Kr block. One strategy to identify compounds withh ERGliability is to monitor hERGcurrent inhibition using electrophysiology techniques. The authors describe the Ion Works HT ™instrument as a tool for screening cell lines expressing hERG channels. Based on current amplitude and stability criteria, a cell line was selected and used to perform a 300-compound screen. The screen was able to identify compounds with hERG activity within projects that spanned different therapeutic areas. The cell line selection and optimization, as well as the screening abilities of the Ion Works HT ™system, provide a powerful means of assessinghERGactive compounds early in the drug discovery pipeline.
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Affiliation(s)
- Heather Guthrie
- Non-Clinical Drug Discovery, Hoffmann-La Roche, Inc., Nutley, NJ 07110-1199, USA.
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Guo L, Guthrie H. Automated electrophysiology in the preclinical evaluation of drugs for potential QT prolongation. J Pharmacol Toxicol Methods 2005; 52:123-35. [PMID: 15936217 DOI: 10.1016/j.vascn.2005.04.002] [Citation(s) in RCA: 100] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
INTRODUCTION The human ether-a-go-go-related gene (hERG) potassium channel plays a major role in the electrical conductances involved in human heart repolarization. Drugs that decrease hERG K(+) currents are at risk to produce a prolongation of the cardiac action potential, resulting in an increase of the QT interval. Drug-induced QT prolongation or acquired long QT (aLQT) can lead to a fatal arrhythmia known as Torsade de Pointes (TdP). Electrophysiological methods are the best approach to evaluate potential drug candidates for hERG current inhibition. Here we identify limitations with the PatchXpress 7000A automated electrophysiology instrument and describe hERG protocol optimizations necessary for reliable preclinical assessment. METHODS The PatchXpress 7000A automated electrophysiology system was used to evaluate a group of drugs with known hERG activity under voltage clamp conditions. We used a recombinant cell line expressing hERG, and assessed the inhibition of hERG K(+) currents at different drug concentrations. These data were used to determine hERG IC(50) values and compare assay parameters under different recording conditions. RESULTS We found that due to limitations with the PatchXpress 7000A instrument, repeated compound additions were critical for achieving steady state drug concentrations that generated data comparable to standard patch clamp methods, particularly when similar voltage pulse protocols were implemented. Some discrepancies were observed between the PatchXpress 7000A and standard patch clamp techniques including shifts in IC(50) values for very hydrophobic compounds. Most hERG IC(50) values were within 3-fold of standard patch clamp IC(50) values. DISCUSSION Automation of electrophysiology technologies has greatly improved the throughput of assessing lead drug candidates for hERG liability. To maintain hERG data quality comparable to standard patch clamp techniques, the PatchXpress 7000A instrument limitations should be recognized and protocols optimized accordingly to ensure accuracy.
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Affiliation(s)
- Liang Guo
- Hoffmann-La Roche, Inc., Non-clinical Drug Safety, Nutley, NJ 07110-1199, USA
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Vaz RJ, Li Y, Rampe D. Human ether-a-go-go related gene (HERG): a chemist's perspective. PROGRESS IN MEDICINAL CHEMISTRY 2005; 43:1-18. [PMID: 15850821 DOI: 10.1016/s0079-6468(05)43001-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Affiliation(s)
- Roy J Vaz
- Aventis Pharmaceuticals, Bridgewater, NJ 08807, USA
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Abstract
In the year 2003 there was a 17% increase in the number of publications citing work performed using optical biosensor technology compared with the previous year. We collated the 962 total papers for 2003, identified the geographical regions where the work was performed, highlighted the instrument types on which it was carried out, and segregated the papers by biological system. In this overview, we spotlight 13 papers that should be on everyone's 'must read' list for 2003 and provide examples of how to identify and interpret high-quality biosensor data. Although we still find that the literature is replete with poorly performed experiments, over-interpreted results and a general lack of understanding of data analysis, we are optimistic that these shortcomings will be addressed as biosensor technology continues to mature.
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Affiliation(s)
- Rebecca L Rich
- Center for Biomolecular Interaction Analysis, University of Utah, Salt Lake City, UT 84132, USA
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Zheng W, Spencer RH, Kiss L. High Throughput Assay Technologies for Ion Channel Drug Discovery. Assay Drug Dev Technol 2004; 2:543-52. [PMID: 15671652 DOI: 10.1089/adt.2004.2.543] [Citation(s) in RCA: 104] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Ion channels represent a class of membrane spanning protein pores that mediate the flux of ions in a variety of cell types. To date, >400 ion channels have been cloned and characterized, and some of these channels have emerged as attractive drug targets. Several existing medications elicit their therapeutic effect through the modulation of ion channels, underscoring the importance of ion channels as a target class for modern drug discovery. To meet the increasing demand for high-throughput screening of ion channels, assay technologies have evolved rapidly over the past 5-10 years. In this article, the authors review the technologies that are currently used for the screening of ion channels. The technologies discussed are binding assays, ion flux assays, fluorescence-based assays, and automated patch-clamp instrumentation.
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Affiliation(s)
- Wei Zheng
- Department of Automated Biotechnology, Merck Research Laboratories, West Point, PA 19486, USA
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Terstappen GC. Nonradioactive Rubidium Ion Efflux Assay and Its Applications in Drug Discovery and Development. Assay Drug Dev Technol 2004; 2:553-9. [PMID: 15671653 DOI: 10.1089/adt.2004.2.553] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The recent sequencing of the human genome has created comprehensive information of all potential drug targets. Based on current estimations for the total number of genes, around 400 poreforming ion channel genes can be expected corresponding to about 1.3% of the human genome. Since many ion channels are involved in diseases and the currently marketed drugs act only on a small fraction of these pore-forming membrane proteins, there is a big opportunity for innovative ion channel drug discovery. In fact, recent advances in the development of functional ion channel assays are currently enabling a more systematic exploitation of this important target class. In particular, fluorescence-based methods, automated electrophysiology, and ion flux assays are most important in this regard. This article will briefly describe these methods focusing on the nonradioactive Rb(+) efflux assay that I developed in the early 1990s since it has found widespread application in drug discovery and development and greatly displaced (86)Rb(+) assays for the analysis of K(+) and nonselective cation channels in the pharmaceutical industry.
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Affiliation(s)
- Georg C Terstappen
- Sienabiotech S.p.A., Discovery Research, Via Fiorentina 1, 53100 Siena, Italy.
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Finlayson K, Witchel HJ, McCulloch J, Sharkey J. Acquired QT interval prolongation and HERG: implications for drug discovery and development. Eur J Pharmacol 2004; 500:129-42. [PMID: 15464027 DOI: 10.1016/j.ejphar.2004.07.019] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/01/2004] [Indexed: 10/26/2022]
Abstract
Putative interactions between the Human Ether-a-go-go Related Gene (HERG), QT interval prolongation and Torsades de Pointes (TdP) are now integral components of any discussion on drug safety. HERG encodes for the inwardly rectifying potassium channel (I(Kr)), which is essential to the maintenance of normal cardiac function. HERG channel mutations are responsible for one form of familial long QT syndrome, a potentially deadly inherited cardiac disorder associated with TdP. Moreover, drug-induced (acquired) QT interval prolongation has been associated with an increase in the incidence of sudden unexplained deaths, with HERG inhibition implicated as the underlying cause. Subsequently, a number of non-cardiovascular drugs which induce QT interval prolongation and/or TdP have been withdrawn. However, a definitive link between HERG, QT interval prolongation and arrhythmogenesis has not been established. Nevertheless, this area is subject to ever increasing regulatory scrutiny. Here we review the relationship between HERG, long QT syndrome and TdP, together with a summary of the associated regulatory issues, and developments in pre-clinical screening.
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Affiliation(s)
- Keith Finlayson
- Fujisawa Institute of Neuroscience in Edinburgh, University of Edinburgh, 1 George Square, Edinburgh EH8 9JZ, UK.
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Affiliation(s)
- Claire Wood
- Ion Channel Pharmacology Group, Pfizer Global Research and Development, Sandwich CT13 9NJ, UK
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