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Sahu SK, Ojha KK. Applications of QSAR study in drug design of tubulin binding inhibitors. J Biomol Struct Dyn 2023; 42:12806-12821. [PMID: 37878049 DOI: 10.1080/07391102.2023.2273437] [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: 05/17/2023] [Accepted: 10/14/2023] [Indexed: 10/26/2023]
Abstract
New drug discovery is recognized as a complicated, costly, time-consuming, and difficult process. Computer-aided drug discovery has developed as a potent and promising method for faster, cheaper, and more effective drug creation. Recently, the rapid rise of computational methods for drug discovery, including anticancer medicines, had a substantial and exceptional impact on anticancer drug design, as well as providing beneficial insights into the field of cancer therapy. In this paper, we discussed the quantitative structure-activity relationship (QSAR), which is a significant in-silico tool in rational drug design. The QSAR method is used to optimize the existing leads to improve their biological activities, and physicochemical properties and to predict the biological activities of untested and sometimes unavailable compounds, so QSAR is a significant method in drug designing. This article is a comprehensive review of various QSAR studies conducted which help to create new and potent inhibitors for targeting tubulin, a crucial target in cancer treatment. It particularly focuses on studies that provide structural insights into the compounds targeting tubulin. It should prioritize continually researching specific scaffolds, with a focus on important attachment regions, to gather more powerful molecular data and enhance models. This will lead to a better understanding of drug interactions and the development of improved cancer-targeting inhibitors for tubulin.Communicated by Ramaswamy H. Sarma.
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Asahara R, Miyao T. Extended Connectivity Fingerprints as a Chemical Reaction Representation for Enantioselective Organophosphorus-Catalyzed Asymmetric Reaction Prediction. ACS OMEGA 2022; 7:26952-26964. [PMID: 35936487 PMCID: PMC9352214 DOI: 10.1021/acsomega.2c03812] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 07/07/2022] [Indexed: 06/15/2023]
Abstract
Predicting the outcomes of organic reactions using data-driven approaches aids in the acceleration of research. In laboratory-scale experiments, only a small number of reaction data can be accessed for machine learning model construction, where reaction representations play a pivotal role in the success of model construction. Nevertheless, representation comparison for a small data set is not adequate. Herein, focusing on the enantioselectivity of phosphoric-acid-catalyzed reactions, various two-dimensional and three-dimensional reaction representations (descriptors) were compared. Overall, the concatenated form of the extended connectivity fingerprints showed the best predictive capability for the two types of data sets: high-throughput experimental data and manually collected literature data sets. Furthermore, highlighting the substructure contribution to the prediction outcome was shown to be informative for guiding catalyst development.
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Affiliation(s)
- Ryosuke Asahara
- Graduate
School of Science and Technology, Nara Institute
of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara 630-0192, Japan
| | - Tomoyuki Miyao
- Graduate
School of Science and Technology, Nara Institute
of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara 630-0192, Japan
- Data
Science Center, Nara Institute of Science
and Technology, 8916-5
Takayama-cho, Ikoma, Nara 630-0192, Japan
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Altemimi A, Lakhssassi N, Abu-Ghazaleh A, Lightfoot DA. Evaluation of the antimicrobial activities of ultrasonicated spinach leaf extracts using RAPD markers and electron microscopy. Arch Microbiol 2017; 199:1417-1429. [PMID: 28766036 DOI: 10.1007/s00203-017-1418-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 07/20/2017] [Accepted: 07/27/2017] [Indexed: 10/19/2022]
Abstract
Spinach (Spinacia oleracea L.) leaves represent an important dietary source of nutrients, antioxidants and antimicrobials. As such, spinach leaves play an important role in health and have been used in the treatment of human diseases since ancient times. Here, the aims were to optimize the extraction methods for recovering antimicrobial substances of spinach leaves, determine the minimum inhibitory concentrations (MICs) of the antimicrobial substances against Escherichia coli and Staphylococcus aureus and, finally, evaluate the effects of spinach leaves' antimicrobials on bacterial DNA using central composite face-centered methods. The effect of the extracts on both Gram-positive and Gram-negative bacterial models was examined by scanning electron microscopy (SEM) and random amplification of polymorphic (bacterial) DNA (RAPD). The optimal extraction conditions were at 45 °C, ultrasound power of 44% and an extraction time of 23 min. The spinach extracts exhibited antimicrobial activities against both bacteria with MICs in the 60-100 mg/ml range. Interestingly, SEM showed that the treated bacterial cells appear damaged with a reduction in cell number. RAPD analysis of genomic DNA showed that the number and sizes of amplicons were decreased by treatments. Based on these results, it was inferred that spinach leaf extracts exert bactericidal activities by both inducing mutations in DNA and causing cell wall disruptions.
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Affiliation(s)
- Ammar Altemimi
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, 62901, USA.,Department of Food Science, College of Agriculture, University of Basrah, Al-Basrah, 61004, Iraq
| | - Naoufal Lakhssassi
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, 62901, USA.
| | - Amer Abu-Ghazaleh
- Department of Animal Science Food and Nutrition, Southern Illinois University, Carbondale, IL, 62901, USA
| | - David A Lightfoot
- Department of Plant, Soil and Agricultural Systems, Southern Illinois University, Carbondale, IL, 62901, USA
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Pfaffenbach M, Gaich T. The Rhazinilam-Leuconoxine-Mersicarpine Triad of Monoterpenoid Indole Alkaloids. THE ALKALOIDS: CHEMISTRY AND BIOLOGY 2017; 77:1-84. [DOI: 10.1016/bs.alkal.2016.07.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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One‐Pot Synthesis of Hydrophobically Modified Iminosugar
C
‐Alkynylglycosides: Facile Synthesis of Polyhydroxy Tetrahydroindolizines. Chemistry 2015; 21:15914-8. [DOI: 10.1002/chem.201503047] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Indexed: 11/07/2022]
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Kitajima M, Anbe M, Kogure N, Wongseripipatana S, Takayama H. Indole alkaloids from Kopsia jasminiflora. Tetrahedron 2014. [DOI: 10.1016/j.tet.2014.10.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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7
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Reina M, Ruiz-Mesia L, Ruiz-Mesia W, Sosa-Amay FE, Arevalo-Encinas L, González-Coloma A, Martínez-Díaz R. Antiparasitic Indole Alkaloids from Aspidosperma desmanthum and A. spruceanum from the Peruvian Amazonia. Nat Prod Commun 2014. [DOI: 10.1177/1934578x1400900805] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Twenty-three indole alkaloids were isolated from Aspidosperma desmanthum and A. spruceanum. Alkaloids 1-4 were isolated from the leaves, 5-8 from the stem bark and 9-15 from the root bark of A. desmanthum. Alkaloids 5, 11, 16, 17 and 19 were isolated from the stem bark, 18 and 20-22 from the root bark and 23 from the flowers of A. spruceanum. Compounds 4, 14, and 15 have not been previously reported as natural products while 16 and 20 have been isolated for the first time from the genus Aspidosperma. Their structures were determined by spectroscopic techniques including 1D and 2D NMR experiments (COSY, NOESY, HSQC, HMBC). The antiparasitic activity of these compounds was tested against Trypanosoma cruzi and Leishmania infantum and their non-specific cytotoxicity on mammalian cells. The most active compounds were 10, 12, 13, and 14 from A. desmanthum, and 19, 21 and 22 from A. spruceanum. Aspidolimine (10) aspidocarpine (12) and tubotaiwine (21) showed selective activity against L. infantum.
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Affiliation(s)
- Matías Reina
- Instituto de Productos Naturales y Agrobiología (IPNA), CSIC, La Laguna, Tenerife, Spain
| | - Lastenia Ruiz-Mesia
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonia (LIPNAA), Universidad Nacional de la Amazonia Peruana (UNAP), Iquitos, Perú
| | - Wilfredo Ruiz-Mesia
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonia (LIPNAA), Universidad Nacional de la Amazonia Peruana (UNAP), Iquitos, Perú
| | - Frida Enriqueta Sosa-Amay
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonia (LIPNAA), Universidad Nacional de la Amazonia Peruana (UNAP), Iquitos, Perú
| | - Leonor Arevalo-Encinas
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonia (LIPNAA), Universidad Nacional de la Amazonia Peruana (UNAP), Iquitos, Perú
| | | | - Rafael Martínez-Díaz
- Departamento de Medicina Preventiva, Salud Pública y Microbiología, Universidad Autónoma de Madrid (UAM), Madrid, Spain
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Li JL, Zhao HW, Qin X, Cui J, Su S, Li HL, Yue YY, Song XQ. Diastereoselective Synthesis of Rotationally Restricted Chiral Phenylpyridines via Intramolecular Cascade Cyclization of N-Acyliminium Ions Containing α-Amino Acid Residues. SYNTHETIC COMMUN 2013. [DOI: 10.1080/00397911.2013.771403] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Jin-Ling Li
- a Department of Materials and Mineral Resources , Jilin Technology College of Electronic Information , Jilin , China
| | - Hong-Wu Zhao
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
| | - Xiao Qin
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
| | - Jin Cui
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
| | - Shi Su
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
| | - Hai-Long Li
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
| | - Yuan-Yuan Yue
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
| | - Xiu-Qing Song
- b College of Life Science and Bio-engineering, Beijing University of Technology , Beijing , China
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Alkorta I, Elguero J, Roussel C, Vanthuyne N, Piras P. Atropisomerism and Axial Chirality in Heteroaromatic Compounds. ADVANCES IN HETEROCYCLIC CHEMISTRY 2012. [DOI: 10.1016/b978-0-12-396530-1.00001-2] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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10
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Bringmann G, Gulder T, Gulder TAM, Breuning M. Atroposelective Total Synthesis of Axially Chiral Biaryl Natural Products. Chem Rev 2010; 111:563-639. [DOI: 10.1021/cr100155e] [Citation(s) in RCA: 909] [Impact Index Per Article: 60.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Gerhard Bringmann
- Institute of Organic Chemistry, University of Würzburg, Am Hubland, 97074 Würzburg, Germany
| | - Tanja Gulder
- Institute of Organic Chemistry, University of Würzburg, Am Hubland, 97074 Würzburg, Germany
| | - Tobias A. M. Gulder
- Institute of Organic Chemistry, University of Würzburg, Am Hubland, 97074 Würzburg, Germany
| | - Matthias Breuning
- Institute of Organic Chemistry, University of Würzburg, Am Hubland, 97074 Würzburg, Germany
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Probing interactions of tubulin with small molecules, peptides, and protein fragments by solution nuclear magnetic resonance. Methods Cell Biol 2010. [PMID: 20466147 DOI: 10.1016/s0091-679x(10)95022-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
The description of the molecular mechanisms of interaction between tubulin or microtubules and partners at atomic scale is expected to have critical impacts on the understanding of basic physiological processes. This information will also help the design of future drug candidates that may be used to fight various pathologies such as cancer or neurological diseases. For these reasons, this aspect of tubulin research has been tackled since the seventies using many different methods and at different scales. NMR appears as a unique approach to provide, with atomic resolution, the solution structure and dynamical properties of tubulin/microtubule partners in free and bound states. Though tubulin is not directly amenable to solution NMR, the NMR ligand-based experiments allow one to obtain valuable data on the molecular mechanisms that sustain structure-function relationship, in particular atomic details on the partner binding site. We will first describe herein some basic principles of solution NMR spectroscopy that should not be missed for a comprehensive reading of NMR reports. A series of results will then be presented to illustrate the wealth and variety of NMR experiments and how this approach enlightens tubulin/microtubules interaction with partners.
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Ahmad K, Thomas NF, Hadi AHA, Mukhtar MR, Mohamad K, Nafiah MA, Takeya K, Morita H, Litaudon M, Arai H, Awang K. Oppositinines A and B: New Vasorelaxant .BETA.-Carboline Alkaloids from Neisosperma oppositifolia. Chem Pharm Bull (Tokyo) 2010; 58:1085-7. [DOI: 10.1248/cpb.58.1085] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Kartini Ahmad
- Department of Chemistry, Faculty of Science and Technology, University Pendidikan Sultan Idris
| | - Noel F. Thomas
- Department of Chemistry, Faculty of Science, University of Malaya
| | - A. Hamid A. Hadi
- Department of Chemistry, Faculty of Science, University of Malaya
| | - Mat Ropi Mukhtar
- Department of Chemistry, Faculty of Science, University of Malaya
| | - Khalit Mohamad
- Department of Pharmacy, Faculty of Medicine, University of Malaya
| | - Mohd Azlan Nafiah
- Department of Chemistry, Faculty of Science and Technology, University Pendidikan Sultan Idris
| | | | | | | | - Hiroko Arai
- Faculty of Pharmaceutical Sciences, Hoshi University
| | - Khalijah Awang
- Department of Chemistry, Faculty of Science, University of Malaya
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Wu Y, Suehiro M, Kitajima M, Matsuzaki T, Hashimoto S, Nagaoka M, Zhang R, Takayama H. Rhazinilam and quebrachamine derivatives from Yunnan Kopsia arborea. JOURNAL OF NATURAL PRODUCTS 2009; 72:204-209. [PMID: 19133778 DOI: 10.1021/np800489e] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Three new rhazinilam-derived alkaloids, kopsiyunnanines C1, C2, and C3, and a new quebrachamine-type alkaloid, kopsiyunnanine D, which possess an unusual methoxymethyl or ethoxymethyl function, were isolated from the aerial parts of Yunnan Kopsia arborea. This is the first report of the presence of these functions in natural alkaloids. The structures and absolute configurations of the alkaloids were determined by spectroscopic methods and confirmed by semisynthesis.
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Affiliation(s)
- Yuqiu Wu
- Graduate School of Pharmaceutical Sciences, Chiba University, 1-33 Yayoi-cho, Inage-ku, Chiba 263-8522, Japan
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Rocchiccioli S, Guazzelli G, Lazzaroni R, Settambolo R. Synthesis of 5,6,7,8-tetrahydroindolizinesviaa domino-type transformation based on the rhodium catalyzed hydroformylation ofN-(β-methallyl)pyrroles. J Heterocycl Chem 2007. [DOI: 10.1002/jhet.5570440234] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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15
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Bonneau AL, Robert N, Hoarau C, Baudoin O, Marsais F. A new synthetic approach to biaryls of the rhazinilam type. Application to synthesis of three novel phenylpyridine-carbamate analogues. Org Biomol Chem 2007; 5:175-83. [PMID: 17164923 DOI: 10.1039/b613173e] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The synthesis of three novel racemic phenylpyridine-carbamate analogues of rhazinilam and their biological evaluation as inhibitors of microtubule assembly and disassembly by interaction with tubulin are described. The sterically hindered ortho-disubstituted biaryl unit as the challenging key structural element is first obtained by a sequential regiocontrolled nucleophilic addition of a lithium ortho-lithiohomobenzylic alkoxide species to 3-bromo-5-oxazolyl pyridine as the electrophile and a subsequent oxidation step. The incorporation of the amino group by replacement of the bromide has been achieved using a Buchwald-Hartwig amination coupling. Ultimate deprotection steps furnished free-amino and free-hydroxyl appendages which were connected by phosgenation to furnish the nine-membered median carbamate ring.
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Affiliation(s)
- Anne-Laure Bonneau
- Laboratoire de Chimie Organique Fine et Hétérocyclique UMR 6014, Université et INSA de Rouen, Place E. Blondel, 76131, Mont Saint Aignan, France
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Hájíček J. A Review on Recent Developments in Syntheses of the post-Secodine Indole Alkaloids. Part II: Modified Alkaloid Types. ACTA ACUST UNITED AC 2007. [DOI: 10.1135/cccc20070821] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The second part of the planned review on developments in the field of total and formal total synthesis of the post-secodine indole alkaloids concentrates on modified alkaloid types, i.e. those skeletons derived from primary types by formation of additional and/or rupture of existing bonds, while connectivities next to indol(e)ine moiety remain intact. It thus reviews the synthesis of alkaloids of quebrachamine/cleavamine type including VLB-bis-indoles, rhazinilam type, aspidofractinine/kopsane and kopsifoline type, as well as kopsijasminilam alkaloids, lapidilectine B and danuphylline. It covers the literature of from 1991-1992 up to approximately end 2006. A review with 174 references.
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