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Hason M, Jovicic J, Vonkova I, Bojic M, Simon-Vermot T, White RM, Bartunek P. Bioluminescent Zebrafish Transplantation Model for Drug Discovery. Front Pharmacol 2022; 13:893655. [PMID: 35559262 PMCID: PMC9086674 DOI: 10.3389/fphar.2022.893655] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 04/11/2022] [Indexed: 11/17/2022] Open
Abstract
In the last decade, zebrafish have accompanied the mouse as a robust animal model for cancer research. The possibility of screening small-molecule inhibitors in a large number of zebrafish embryos makes this model particularly valuable. However, the dynamic visualization of fluorescently labeled tumor cells needs to be complemented by a more sensitive, easy, and rapid mode for evaluating tumor growth in vivo to enable high-throughput screening of clinically relevant drugs. In this study we proposed and validated a pre-clinical screening model for drug discovery by utilizing bioluminescence as our readout for the determination of transplanted cancer cell growth and inhibition in zebrafish embryos. For this purpose, we used NanoLuc luciferase, which ensured rapid cancer cell growth quantification in vivo with high sensitivity and low background when compared to conventional fluorescence measurements. This allowed us large-scale evaluation of in vivo drug responses of 180 kinase inhibitors in zebrafish. Our bioluminescent screening platform could facilitate identification of new small-molecules for targeted cancer therapy as well as for drug repurposing.
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Affiliation(s)
- Martina Hason
- Laboratory of Cell Differentiation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Jovana Jovicic
- Laboratory of Cell Differentiation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Ivana Vonkova
- CZ-OPENSCREEN, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Milan Bojic
- CZ-OPENSCREEN, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
| | - Theresa Simon-Vermot
- Department of Cancer Biology & Genetics, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Richard M. White
- Department of Cancer Biology & Genetics, Memorial Sloan Kettering Cancer Center, New York, NY, United States
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Petr Bartunek
- Laboratory of Cell Differentiation, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
- CZ-OPENSCREEN, Institute of Molecular Genetics of the Czech Academy of Sciences, Prague, Czechia
- *Correspondence: Petr Bartunek,
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Shahin R, Al-Hashimi NN, Daoud NEH, Aljamal S, Shaheen O. QSAR-guided pharmacophoric modeling reveals important structural requirements for Polo kinase 1 (Plk1) inhibitors. J Mol Graph Model 2021; 109:108022. [PMID: 34562852 DOI: 10.1016/j.jmgm.2021.108022] [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: 04/14/2021] [Revised: 09/02/2021] [Accepted: 09/02/2021] [Indexed: 10/20/2022]
Abstract
Targeting Polo-like kinase 1 (Plk1) by molecular inhibitors is being a promising approach for tumor therapy. Nevertheless, insufficient methodical analyses have been done to characterize the interactions inside the Plk1 binding pocket. In this study, an extensive combined ligand and structure-based drug design workflow was conducted to data-mine the structural requirements for Plk1 inhibition. Consequently, the binding modes of 368 previously known Plk1 inhibitors were investigated by pharmacophore generation technique. The resulted pharmacophores were engaged in the context of Genetic function algorithm (GFA) and Multiple linear regression (MLR) analyses to search for a prognostic QSAR model. The most successful QSAR model was with statistical criteria of (r2277 = 0.76, r2adj = 0.76, r2pred = 0.75, Q2 = 0.73). Our QSAR-selected pharmacophores were validated by Receiver Operating Characteristic (ROC) curve analysis. Later on, the best QSAR model and its associated pharmacophoric hypotheses (HypoB-T4-5, HypoI-T2-7, HypoD-T4-3, and HypoC-T3-3) were used to identify new Plk1 inhibitory hits retrieved from the National Cancer Institute (NCI) database. The most potent hits exhibited experimental anti-Plk1 IC50 of 1.49, 3.79. 5.26 and 6.35 μM. Noticeably, our hits, were found to interact with the Plk1 kinase domain through some important amino acid residues namely, Cys67, Lys82, Cys133, Phe183, and Asp194.
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Affiliation(s)
- Rand Shahin
- Department of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, The Hashemite University, Zarqa, 13133, Jordan.
| | - Nabil N Al-Hashimi
- Department of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, The Hashemite University, Zarqa, 13133, Jordan.
| | - Nour El-Huda Daoud
- Department of Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, The Hashemite University, Zarqa, 13133, Jordan.
| | - Salah Aljamal
- Faculty of Pharmacy, University of Jordan, Amman, Jordan.
| | - Omar Shaheen
- Department of Pharmacology, Faculty of Medicine, University of Jordan, Amman, Jordan.
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Yan J, Wang X, Li F, Yang L, Shi G, Sun W, Shao L, Huang J, Wu K. Biocatalytic preparation of a key intermediate of antifungal drugs using an alcohol dehydrogenase with high organic tolerance. Tetrahedron Lett 2021. [DOI: 10.1016/j.tetlet.2021.153455] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Akhtar MJ, Yar MS, Sharma VK, Khan AA, Ali Z, Haider MDR, Pathak A. Recent Progress of Benzimidazole Hybrids for Anticancer Potential. Curr Med Chem 2021; 27:5970-6014. [PMID: 31393240 DOI: 10.2174/0929867326666190808122929] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 04/16/2019] [Accepted: 07/22/2019] [Indexed: 12/15/2022]
Abstract
This review presents the detailed account of factors leading to cancer and design strategy for the synthesis of benzimidazole derivatives as anticancer agents. The recent survey for cancer treatment in Cancer facts and figures 2017 American Chemical Society has shown progressive development in fighting cancer. Researchers all over the world in both developed and developing countries are in a continuous effort to tackle this serious concern. Benzimidazole and its derivatives showed a broad range of biological activities due to their resemblance with naturally occurring nitrogenous base i.e. purine. The review discussed benzimidazole derivatives showing anticancer properties through a different mechanism viz. intercalation, alkylating agents, topoisomerases, DHFR enzymes, and tubulin inhibitors. Benzimidazole derivatives act through a different mechanism and the substituents reported from the earlier and recent research articles are prerequisites for the synthesis of targeted based benzimidazole derivatives as anticancer agents. The review focuses on an easy comparison of the substituent essential for potency and selectivity through SAR presented in figures. This will further provide a better outlook or fulfills the challenges faced in the development of novel benzimidazole derivatives as anticancer.
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Affiliation(s)
- Md Jawaid Akhtar
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Education & Research, Hamdard University,
Hamdard Nagar, New Delhi-110062, India,Department of Pharmaceutical Chemistry, Indo Soviet Friendship College of Pharmacy, Ghal Kalan, Ferozpur G.T. Road MOGA-142001, Punjab, India
| | - Mohammad Shahar Yar
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Education & Research, Hamdard University,
Hamdard Nagar, New Delhi-110062, India
| | - Vinod Kumar Sharma
- School of Pharmacy, Bharat Institute of Technology, NH58, Partapur Bypass Meerut-250103, India
| | - Ahsan Ahmed Khan
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Education & Research, Hamdard University,
Hamdard Nagar, New Delhi-110062, India
| | - Zulphikar Ali
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Education & Research, Hamdard University,
Hamdard Nagar, New Delhi-110062, India
| | - M D Rafi Haider
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Education & Research, Hamdard University,
Hamdard Nagar, New Delhi-110062, India
| | - Ankita Pathak
- Department of Pharmaceutical Chemistry, School of Pharmaceutical Education & Research, Hamdard University,
Hamdard Nagar, New Delhi-110062, India
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Cleghorn LAT, Ray PC, Odingo J, Kumar A, Wescott H, Korkegian A, Masquelin T, Lopez Moure A, Wilson C, Davis S, Huggett M, Turner P, Smith A, Epemolu O, Zuccotto F, Riley J, Scullion P, Shishikura Y, Ferguson L, Rullas J, Guijarro L, Read KD, Green SR, Hipskind P, Parish T, Wyatt PG. Identification of Morpholino Thiophenes as Novel Mycobacterium tuberculosis Inhibitors, Targeting QcrB. J Med Chem 2018; 61:6592-6608. [PMID: 29944372 PMCID: PMC6089501 DOI: 10.1021/acs.jmedchem.8b00172] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
With the emergence of multidrug-resistant strains of Mycobacterium tuberculosis there is a pressing need for new oral drugs with novel mechanisms of action. Herein, we describe the identification of a novel morpholino-thiophenes (MOT) series following phenotypic screening of the Eli Lilly corporate library against M. tuberculosis strain H37Rv. The design, synthesis, and structure-activity relationships of a range of analogues around the confirmed actives are described. Optimized leads with potent whole cell activity against H37Rv, no cytotoxicity flags, and in vivo efficacy in an acute murine model of infection are described. Mode-of-action studies suggest that the novel scaffold targets QcrB, a subunit of the menaquinol cytochrome c oxidoreductase, part of the bc1-aa3-type cytochrome c oxidase complex that is responsible for driving oxygen-dependent respiration.
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Affiliation(s)
- Laura A T Cleghorn
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Peter C Ray
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Joshua Odingo
- TB Discovery Research , Infectious Disease Research Institute (IDRI) , 1616 Eastlake Avenue East, Suite 400 , Seattle , Washington 98102 , United States
| | - Anuradha Kumar
- TB Discovery Research , Infectious Disease Research Institute (IDRI) , 1616 Eastlake Avenue East, Suite 400 , Seattle , Washington 98102 , United States
| | - Heather Wescott
- TB Discovery Research , Infectious Disease Research Institute (IDRI) , 1616 Eastlake Avenue East, Suite 400 , Seattle , Washington 98102 , United States
| | - Aaron Korkegian
- TB Discovery Research , Infectious Disease Research Institute (IDRI) , 1616 Eastlake Avenue East, Suite 400 , Seattle , Washington 98102 , United States
| | - Thierry Masquelin
- Eli Lilly and Company, Discovery Chemistry Research, Lilly Corporate Centre , MC/87/02/203, G17, Indianapolis , Indiana 46285 , United States
| | - Abraham Lopez Moure
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Caroline Wilson
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Susan Davis
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Margaret Huggett
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Penelope Turner
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Alasdair Smith
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Ola Epemolu
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Fabio Zuccotto
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Jennifer Riley
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Paul Scullion
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Yoko Shishikura
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Liam Ferguson
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Joaquin Rullas
- Diseases of the Developing World , GlaxoSmithKline , Calle Severo Ochoa 2 , 28760 Tres Cantos , Madrid Spain
| | - Laura Guijarro
- Diseases of the Developing World , GlaxoSmithKline , Calle Severo Ochoa 2 , 28760 Tres Cantos , Madrid Spain
| | - Kevin D Read
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Simon R Green
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
| | - Phil Hipskind
- Eli Lilly and Company, Discovery Chemistry Research, Lilly Corporate Centre , MC/87/02/203, G17, Indianapolis , Indiana 46285 , United States
| | - Tanya Parish
- TB Discovery Research , Infectious Disease Research Institute (IDRI) , 1616 Eastlake Avenue East, Suite 400 , Seattle , Washington 98102 , United States
| | - Paul G Wyatt
- Drug Discovery Unit, Division of Biological Chemistry and Drug Discovery, College of Life Sciences , University of Dundee , Dundee DD1 5EH , United Kingdom
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6
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Theoretical studies on benzimidazole and imidazo[1,2-a]pyridine derivatives as Polo-like kinase 1 (Plk1) inhibitors: Pharmacophore modeling, atom-based 3D-QSAR and molecular docking approach. JOURNAL OF SAUDI CHEMICAL SOCIETY 2017. [DOI: 10.1016/j.jscs.2014.03.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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7
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Long T, Neitz RJ, Beasley R, Kalyanaraman C, Suzuki BM, Jacobson MP, Dissous C, McKerrow JH, Drewry DH, Zuercher WJ, Singh R, Caffrey CR. Structure-Bioactivity Relationship for Benzimidazole Thiophene Inhibitors of Polo-Like Kinase 1 (PLK1), a Potential Drug Target in Schistosoma mansoni. PLoS Negl Trop Dis 2016; 10:e0004356. [PMID: 26751972 PMCID: PMC4709140 DOI: 10.1371/journal.pntd.0004356] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 12/13/2015] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Schistosoma flatworm parasites cause schistosomiasis, a chronic and debilitating disease of poverty in developing countries. Praziquantel is employed for treatment and disease control. However, its efficacy spectrum is incomplete (less active or inactive against immature stages of the parasite) and there is a concern of drug resistance. Thus, there is a need to identify new drugs and drug targets. METHODOLOGY/PRINCIPAL FINDINGS We show that RNA interference (RNAi) of the Schistosoma mansoni ortholog of human polo-like kinase (huPLK)1 elicits a deleterious phenotypic alteration in post-infective larvae (schistosomula or somules). Phenotypic screening and analysis of schistosomula and adult S. mansoni with small molecule inhibitors of huPLK1 identified a number of potent anti-schistosomals. Among these was a GlaxoSmithKline (GSK) benzimidazole thiophene inhibitor that has completed Phase I clinical trials for treatment of solid tumor malignancies. We then obtained GSKs Published Kinase Inhibitor Sets (PKIS) 1 and 2, and phenotypically screened an expanded series of 38 benzimidazole thiophene PLK1 inhibitors. Computational analysis of controls and PLK1 inhibitor-treated populations of somules demonstrated a distinctive phenotype distribution. Using principal component analysis (PCA), the phenotypes exhibited by these populations were mapped, visualized and analyzed through projection to a low-dimensional space. The phenotype distribution was found to have a distinct shape and topology, which could be elicited using cluster analysis. A structure-activity relationship (SAR) was identified for the benzimidazole thiophenes that held for both somules and adult parasites. The most potent inhibitors produced marked phenotypic alterations at 1-2 μM within 1 h. Among these were compounds previously characterized as potent inhibitors of huPLK1 in cell assays. CONCLUSIONS/SIGNIFICANCE The reverse genetic and chemical SAR data support a continued investigation of SmPLK1 as a possible drug target and/or the prosecution of the benzimidazole thiophene chemotype as a source of novel anti-schistosomals.
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Affiliation(s)
- Thavy Long
- Center for Discovery and Innovation in Parasitic Diseases, University of California, San Francisco, San Francisco, California, United States of America
- Department of Pathology, University of California, San Francisco, San Francisco, California, United States of America
| | - R. Jeffrey Neitz
- Center for Discovery and Innovation in Parasitic Diseases, University of California, San Francisco, San Francisco, California, United States of America
- Small Molecule Discovery Center, Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, United States of America
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, United States of America
| | - Rachel Beasley
- Department of Computer Science, San Francisco State University, San Francisco, California, United States of America
| | - Chakrapani Kalyanaraman
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, United States of America
| | - Brian M. Suzuki
- Center for Discovery and Innovation in Parasitic Diseases, University of California, San Francisco, San Francisco, California, United States of America
- Department of Pathology, University of California, San Francisco, San Francisco, California, United States of America
| | - Matthew P. Jacobson
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, United States of America
| | - Colette Dissous
- Center of Infection and Immunity of Lille, Université Lille Nord de France, Inserm U1019, CNRS-UMR 8204, Institut Pasteur de Lille, Lille, France
| | - James H. McKerrow
- Center for Discovery and Innovation in Parasitic Diseases, University of California, San Francisco, San Francisco, California, United States of America
- Department of Pathology, University of California, San Francisco, San Francisco, California, United States of America
| | - David H. Drewry
- Department of Chemical Biology, GlaxoSmithKline, Research Triangle Park, North Carolina, United States of America
| | - William J. Zuercher
- Department of Chemical Biology, GlaxoSmithKline, Research Triangle Park, North Carolina, United States of America
| | - Rahul Singh
- Center for Discovery and Innovation in Parasitic Diseases, University of California, San Francisco, San Francisco, California, United States of America
- Department of Computer Science, San Francisco State University, San Francisco, California, United States of America
| | - Conor R. Caffrey
- Center for Discovery and Innovation in Parasitic Diseases, University of California, San Francisco, San Francisco, California, United States of America
- Department of Pathology, University of California, San Francisco, San Francisco, California, United States of America
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Comelli NC, Duchowicz PR, Castro EA. QSAR models for thiophene and imidazopyridine derivatives inhibitors of the Polo-Like Kinase 1. Eur J Pharm Sci 2014; 62:171-9. [PMID: 24909730 DOI: 10.1016/j.ejps.2014.05.029] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Revised: 05/27/2014] [Accepted: 05/28/2014] [Indexed: 02/01/2023]
Abstract
The inhibitory activity of 103 thiophene and 33 imidazopyridine derivatives against Polo-Like Kinase 1 (PLK1) expressed as pIC50 (-logIC50) was predicted by QSAR modeling. Multivariate linear regression (MLR) was employed to model the relationship between 0D and 3D molecular descriptors and biological activities of molecules using the replacement method (MR) as variable selection tool. The 136 compounds were separated into several training and test sets. Two splitting approaches, distribution of biological data and structural diversity, and the statistical experimental design procedure D-optimal distance were applied to the dataset. The significance of the training set models was confirmed by statistically higher values of the internal leave one out cross-validated coefficient of determination (Q2) and external predictive coefficient of determination for the test set (Rtest2). The model developed from a training set, obtained with the D-optimal distance protocol and using 3D descriptor space along with activity values, separated chemical features that allowed to distinguish high and low pIC50 values reasonably well. Then, we verified that such model was sufficient to reliably and accurately predict the activity of external diverse structures. The model robustness was properly characterized by means of standard procedures and their applicability domain (AD) was analyzed by leverage method.
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Affiliation(s)
- Nieves C Comelli
- Facultad de Ciencias Agrarias, Universidad Nacional de Catamarca, Av. Belgrano y Maestro Quiroga, 4700 Catamarca, Argentina.
| | - Pablo R Duchowicz
- Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas INIFTA (UNLP, CCT La Plata-CONICET), Diag. 113 y 64, C.C. 16, Sucursal 4, 1900 La Plata, Argentina
| | - Eduardo A Castro
- Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas INIFTA (UNLP, CCT La Plata-CONICET), Diag. 113 y 64, C.C. 16, Sucursal 4, 1900 La Plata, Argentina
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9
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Singla P, Luxami V, Paul K. Benzimidazole-biologically attractive scaffold for protein kinase inhibitors. RSC Adv 2014. [DOI: 10.1039/c3ra46304d] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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Sun S, Zhang L, Lu S, Liu H, Yuan H, Chen Y, Lu T. De novodesign of PLK1 inhibitors based on 2-amino aromatic heterocyclic scaffold: 3D-QSAR and molecular fragment replacement. MOLECULAR SIMULATION 2013. [DOI: 10.1080/08927022.2013.784761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Cao S. QSAR, molecular docking studies of thiophene and imidazopyridine derivatives as polo-like kinase 1 inhibitors. J Mol Struct 2012. [DOI: 10.1016/j.molstruc.2012.03.033] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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12
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Photobiocatalyzed asymmetric reduction of ketones using Chlorella sp. MK201. Biotechnol Lett 2012; 34:2083-6. [DOI: 10.1007/s10529-012-1008-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2012] [Accepted: 07/05/2012] [Indexed: 10/28/2022]
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Mädje K, Schmölzer K, Nidetzky B, Kratzer R. Host cell and expression engineering for development of an E. coli ketoreductase catalyst: enhancement of formate dehydrogenase activity for regeneration of NADH. Microb Cell Fact 2012; 11:7. [PMID: 22236335 PMCID: PMC3278346 DOI: 10.1186/1475-2859-11-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2011] [Accepted: 01/11/2012] [Indexed: 11/29/2022] Open
Abstract
Background Enzymatic NADH or NADPH-dependent reduction is a widely applied approach for the synthesis of optically active organic compounds. The overall biocatalytic conversion usually involves in situ regeneration of the expensive NAD(P)H. Oxidation of formate to carbon dioxide, catalyzed by formate dehydrogenase (EC 1.2.1.2; FDH), presents an almost ideal process solution for coenzyme regeneration that has been well established for NADH. Because isolated FDH is relatively unstable under a range of process conditions, whole cells often constitute the preferred form of the biocatalyst, combining the advantage of enzyme protection in the cellular environment with ease of enzyme production. However, the most prominent FDH used in biotransformations, the enzyme from the yeast Candida boidinii, is usually expressed in limiting amounts of activity in the prime host for whole cell biocatalysis, Escherichia coli. We therefore performed expression engineering with the aim of enhancing FDH activity in an E. coli ketoreductase catalyst. The benefit resulting from improved NADH regeneration capacity is demonstrated in two transformations of technological relevance: xylose conversion into xylitol, and synthesis of (S)-1-(2-chlorophenyl)ethanol from o-chloroacetophenone. Results As compared to individual expression of C. boidinii FDH in E. coli BL21 (DE3) that gave an intracellular enzyme activity of 400 units/gCDW, co-expression of the FDH with the ketoreductase (Candida tenuis xylose reductase; XR) resulted in a substantial decline in FDH activity. The remaining FDH activity of only 85 U/gCDW was strongly limiting the overall catalytic activity of the whole cell system. Combined effects from increase in FDH gene copy number, supply of rare tRNAs in a Rosetta strain of E. coli, dampened expression of the ketoreductase, and induction at low temperature (18°C) brought up the FDH activity threefold to a level of 250 U/gCDW while reducing the XR activity by just 19% (1140 U/gCDW). The E. coli whole-cell catalyst optimized for intracellular FDH activity showed improved performance in the synthesis of (S)-1-(2-chlorophenyl)ethanol, reflected in a substantial, up to 5-fold enhancement of productivity (0.37 g/gCDW) and yield (95% based on 100 mM ketone used) as compared to the reference catalyst. For xylitol production, the benefit of enhanced FDH expression was observed on productivity only after elimination of the mass transfer resistance caused by the cell membrane. Conclusions Expression engineering of C. boidinii FDH is an important strategy to optimize E. coli whole-cell reductase catalysts that employ intracellular formate oxidation for regeneration of NADH. Increased FDH-activity was reflected by higher reduction yields of D-xylose and o-chloroacetophenone conversions provided that mass transfer limitations were overcome.
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Affiliation(s)
- Katharina Mädje
- Institute of Biotechnology and Biochemical Engineering, Graz University of Technology (TUG), Petersgasse 12/1, A-8010 Graz, Austria
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