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Rodríguez-Guerra Pedregal J, Sciortino G, Guasp J, Municoy M, Maréchal JD. GaudiMM: A modular multi-objective platform for molecular modeling. J Comput Chem 2017; 38:2118-2126. [PMID: 28605037 DOI: 10.1002/jcc.24847] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Revised: 04/27/2017] [Accepted: 05/10/2017] [Indexed: 01/16/2023]
Abstract
GaudiMM (for Genetic Algorithms with Unrestricted Descriptors for Intuitive Molecular Modeling) is here presented as a modular platform for rapid 3D sketching of molecular systems. It combines a Multi-Objective Genetic Algorithm with diverse molecular descriptors to overcome the difficulty of generating candidate models for systems with scarce structural data. Its grounds consist in transforming any molecular descriptor (i.e. those generally used for analysis of data) as a guiding objective for PES explorations. The platform is written in Python with flexibility in mind: the user can choose which descriptors to use for each problem and is even encouraged to code custom ones. Illustrative cases of its potential applications are included to demonstrate the flexibility of this approach, including metal coordination of multidentate ligands, peptide folding, and protein-ligand docking. GaudiMM is available free of charge from https://github.com/insilichem/gaudi. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
| | - Giuseppe Sciortino
- Departament de Química, Universitat Autónoma de Barcelona, Cerdanyola del Vallès, Barcelona, 08193, Spain
| | - Jordi Guasp
- Departament de Química, Universitat Autónoma de Barcelona, Cerdanyola del Vallès, Barcelona, 08193, Spain
| | - Martí Municoy
- Departament de Química, Universitat Autónoma de Barcelona, Cerdanyola del Vallès, Barcelona, 08193, Spain
| | - Jean-Didier Maréchal
- Departament de Química, Universitat Autónoma de Barcelona, Cerdanyola del Vallès, Barcelona, 08193, Spain
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De Palma AM, Vliegen I, De Clercq E, Neyts J. Selective inhibitors of picornavirus replication. Med Res Rev 2008; 28:823-84. [PMID: 18381747 DOI: 10.1002/med.20125] [Citation(s) in RCA: 181] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Picornaviruses cover a large family of pathogens that have a major impact on human but also on veterinary health. Although most infections in man subside mildly or asymptomatically, picornaviruses can also be responsible for severe, potentially life-threatening disease. To date, no therapy has been approved for the treatment of picornavirus infections. However, efforts to develop an antiviral that is effective in treating picornavirus-associated diseases are ongoing. In 2007, Schering-Plough, under license of ViroPharma, completed a phase II clinical trial with Pleconaril, a drug that was originally rejected by the FDA after a New Drug Application in 2001. Rupintrivir, a rhinovirus protease inhibitor developed at Pfizer, reached clinical trials but was recently halted from further development. Finally, Biota's HRV drug BTA-798 is scheduled for phase II trials in 2008. Several key steps in the picornaviral replication cycle, involving structural as well as non-structural proteins, have been identified as valuable targets for inhibition. The current review aims to highlight the most important developments during the past decades in the search for antivirals against picornaviruses.
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Affiliation(s)
- Armando M De Palma
- Rega Institute, Katholieke Universiteit Leuven, Minderbroedersstraat 10, B-3000 Leuven, Belgium
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Brown RN, Cameron R, Chalmers DK, Hamilton S, Luttick A, Krippner GY, McConnell DB, Nearn R, Stanislawski PC, Tucker SP, Watson KG. 2-Ethoxybenzoxazole as a bioisosteric replacement of an ethyl benzoate group in a human rhinovirus (HRV) capsid binder. Bioorg Med Chem Lett 2005; 15:2051-5. [PMID: 15808466 DOI: 10.1016/j.bmcl.2005.02.054] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2005] [Revised: 02/16/2005] [Accepted: 02/17/2005] [Indexed: 11/19/2022]
Abstract
A series of pyridazinylpiperidinyl capsid-binding compounds with novel bicyclic substituents were synthesized and screened against human rhinovirus (HRV). Several 2-alkoxy- and 2-alkylthio-benzoxazole and benzothiazole derivatives showed excellent anti-HRV activity. When tested against a panel of 16 representative HRV types the 2-ethoxybenzoxazole derivative 13 was found to have superior HRV activity (median EC(50) 3.88ng/mL) to known capsid-binders Pleconaril and Pirodavir. Compound 13 illustrates that a 2-alkoxybenzoxazole group can be an effective bioisostere for a benzoate ester or benzaldehyde oxime ether functionality.
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Affiliation(s)
- Renee N Brown
- Biota Holdings, 585 Blackburn Road, Notting Hill, VIC-3168, Australia
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Steindl T, Langer T. DockingVersus Pharmacophore Model Generation: A Comparison of High-Throughput Virtual Screening Strategies for the Search of Human Rhinovirus Coat Protein Inhibitors. ACTA ACUST UNITED AC 2005. [DOI: 10.1002/qsar.200430929] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Wang L, Smith DL. Capsid structure and dynamics of a human rhinovirus probed by hydrogen exchange mass spectrometry. Protein Sci 2005; 14:1661-72. [PMID: 15883190 PMCID: PMC2253393 DOI: 10.1110/ps.051390405] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Viral capsids are dynamic protein assemblies surrounding viral genomes. Despite the high-resolution structures determined by X-ray crystallography and cryo-electron microscopy, their in-solution structure and dynamics can be probed by hydrogen exchange. We report here using hydrogen exchange combined with protein enzymatic fragmentation and mass spectrometry to determine the capsid structure and dynamics of a human rhinovirus, HRV14. Capsid proteins (VP1-4) were labeled with deuterium by incubating intact virus in D(2)O buffer at neutral pH. The labeled proteins were digested by immobilized pepsin to give peptides analyzed by capillary reverse-phase HPLC coupled with nano-electrospray mass spectrometry. Deuterium levels incorporated at amide linkages in peptic fragments were measured for different exchange times from 12 sec to 30 h to assess the amide hydrogen exchange rates along each of the four protein backbones. Exchange results generally agree with the crystal structure of VP1-4,with extended, flexible terminal and surface-loop regions in fast exchange and folded helical and sheet structures in slow exchange. In addition, three alpha-helices, one from each of VP1-3, exhibited very slow exchange, indicating high stability of the protomeric interface. The beta-strands at VP3 N terminus also had very slow exchange, suggesting stable pentamer contacts. It was noted, however, that the interface around the fivefold axis had fast and intermediate exchange, indicating relatively more flexibility. Even faster exchange rates were found in the N terminus of VP1 and most segments of VP4, suggesting high flexibilities, which may correspond to their potential roles in virus uncoating.
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Affiliation(s)
- Lintao Wang
- Department of Chemistry, University of Nebraska, Lincoln 68588-0304, USA.
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Shih S, Chen S, Hakimelahi GH, Liu H, Tseng C, Shia K. Selective human enterovirus and rhinovirus inhibitors: An overview of capsid-binding and protease-inhibiting molecules. Med Res Rev 2004; 24:449-74. [PMID: 15170592 PMCID: PMC7168432 DOI: 10.1002/med.10067] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The absence of effective vaccines for most viral infections highlights an urgent necessity for the design and development of effective antiviral drugs. Due to the advancement in virology since the late 1980s, several key events in the viral life cycle have been well delineated and a number of molecular targets have been validated, culminating in the emergence of many new antiviral drugs in recent years. Inhibitors against enteroviruses and rhinoviruses, responsible for about half of the human common colds, are currently under active investigation. Agents targeted at either viral protein 1 (VP1), a relatively conserved capsid structure mediating viral adsorption/uncoating process, or 3C protease, which is highly conserved among different serotypes and essential for viral replication, are of great potential to become antipicornavirus drugs.
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Affiliation(s)
- Shin‐Ru Shih
- School of Medical Technology, Chang Gung University, Taoyuan 333, Taiwan, ROC
| | - Shu‐Jen Chen
- Taigen Biotechnology, 7F, 138 Shin Ming Road, Taipei 114, Taiwan, ROC
| | | | - Hsing‐Jang Liu
- Department of Chemistry, National Tsing Hua University, Hsinchu 300, Taiwan, ROC
| | - Chen‐Tso Tseng
- Taigen Biotechnology, 7F, 138 Shin Ming Road, Taipei 114, Taiwan, ROC
| | - Kak‐Shan Shia
- Taigen Biotechnology, 7F, 138 Shin Ming Road, Taipei 114, Taiwan, ROC
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Ding J, Smith AD, Geisler SC, Ma X, Arnold GF, Arnold E. Crystal structure of a human rhinovirus that displays part of the HIV-1 V3 loop and induces neutralizing antibodies against HIV-1. Structure 2002; 10:999-1011. [PMID: 12121655 DOI: 10.1016/s0969-2126(02)00793-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We report the 2.7 A resolution structure of a chimeric rhinovirus, MN-III-2, that displays part of the HIV-1 gp120 V3 loop and elicits HIV-neutralizing antibodies. The V3 loop insert is dominated by two type I beta turns. The structures of two adjacent tripeptides resemble those of analogous segments in three Fab/V3 loop peptide complexes. Although two of the three corresponding antibodies bind and neutralize MN-III-2 well, only one of the three can bind without significant rearrangement. These results suggest that the V3 loop insert: (1) can share some local conformational similarity to V3 loop sequences presented on different structural frameworks; (2) must be able to adopt multiple conformations, even in a relatively constrained environment; and (3) may mimic the conformational variability of the epitope on HIV-1, increasing the likelihood of eliciting appropriate neutralizing immune responses.
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Affiliation(s)
- Jianping Ding
- Center for Advanced Biotechnology and Medicine (CABM) and Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, 679 Hoes Lane, Piscataway 08854, USA
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Nuutinen JM, Ratilainen J, Rissanen K, Vainiotalo P. Mass spectrometric studies on small open-chain piperazine-containing ligands and their transition metal complexes. JOURNAL OF MASS SPECTROMETRY : JMS 2001; 36:902-910. [PMID: 11523089 DOI: 10.1002/jms.191] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry was used to characterize the complexes formed between open-chain piperazine-containing ligands and transition metal salts (Cobalt, Copper, Zinc, and Cadmium as chlorides, nitrates, and acetates). Only single-charged complexes were observed, formed of one ligand (L) and mainly one metal ion (M). Since the net charge of the complexes was one, a counterion (X) was attached to some of the complexes, with formation of [L + M + X]+ complexes, and a proton was lost from others, as in [L - H + M]+ complexes. In most cases the composition of the complexes was more dependent on the ligand than the metal salt. Collision-induced dissociation measurements showed that complexes with related composition often differed in structure, or that interactions between the ligand and the metal ion were not alike. The metal ion influenced considerably the fragmentation pathways of the ligands, so that the fragmentation products could be used to deduce the binding sites of the metal. The variations observed in fragmentation behavior of complexes possessing the same ligand but different metal ions can mostly be explained by the ionic radius and electronic configuration of the metal ion. The results indicated a preference of the piperazine ring of the coordinated ligand for the boat conformation.
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Affiliation(s)
- J M Nuutinen
- Department of Chemistry, University of Joensuu, PO Box 111, FIN-80101 Joensuu, Finland
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Garozzo A, Cutrì CC, Castro A, Tempera G, Guerrera F, Sarvà MC, Geremia E. Anti-rhinovirus activity of 3-methylthio-5-aryl-4-isothiazolecarbonitrile derivatives. Antiviral Res 2000; 45:199-210. [PMID: 10771083 DOI: 10.1016/s0166-3542(00)00072-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
A series of 3-methylthio-5-aryl-4-isothiazolecarbonitriles has been evaluated as anti rhinovirus agents against a panel of 17 representative human rhinovirus (HRV) serotypes, belonging to both A and B groups. No anti rhinovirus activity was detected for 3-methylthio-5-phenyl-4-isothiazolecarbonitrile (IS-2). Isothiazole derivatives with bulky substituents (O-Bn or O-But groups) on the para position of the phenyl ring were the most effective compounds of this series. In fact, a reduction in virus-induced cytopathogenicity was demonstrated for the O-Bn substituted IS-50 compound against the majority (88%) of the rhinoviruses tested, whereas the compound with an O-Ts group (IS-44) was found to be a specific inhibitor of group B serotypes, exhibiting the lowest IC(50) against HRVs type 2, 85 and 89. Our studies on the mechanism of action of IS-44 demonstrated that it prevents the thermal inactivation of HRV 2 infectivity, probably due to a conformational shift in the viral capsid and a decrease in affinity for the cellular receptor, resulting in an inhibition of attachment of the virions.
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Affiliation(s)
- A Garozzo
- Department of Microbiological and Gynaecological Sciences, University of Catania, Via Androne 81, 95124, Catania, Italy
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Abstract
Billions of people are infected with respiratory viruses annually. Infants and young children, the elderly, immunocompromised individuals and those debilitated by other diseases or nutritional deficiencies are most at risk for serious disease. There are few vaccines available for use against these viruses, and even where there are (influenza, measles and adenovirus), infections remain common. The continued prevalence of respiratory virus infections has lead to renewed efforts to find safe agents effective against the most medically important respiratory viruses: influenza, respiratory syncytial, parainfluenza, measles, rhino- and adenovirus. Copyright 1999 Harcourt Publishers Ltd.
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Affiliation(s)
- Philip R. Wyde
- Department of Microbiology, Immunology, Baylor College of Medicine, Houston, TX, USA
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Hamadi M, Gupta R, Gupta R. Synthetic and spectral investigations of fluorinated 4H-1,4-benzothiazines and their conversion into sulfones. J Fluor Chem 1999. [DOI: 10.1016/s0022-1139(98)00352-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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12
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Lentz KN, Smith AD, Geisler SC, Cox S, Buontempo P, Skelton A, DeMartino J, Rozhon E, Schwartz J, Girijavallabhan V, O'Connell J, Arnold E. Structure of poliovirus type 2 Lansing complexed with antiviral agent SCH48973: comparison of the structural and biological properties of three poliovirus serotypes. Structure 1997; 5:961-78. [PMID: 9261087 DOI: 10.1016/s0969-2126(97)00249-9] [Citation(s) in RCA: 82] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Polioviruses are human pathogens and the causative agents of poliomyelitis. Polioviruses are icosahedral single-stranded RNA viruses, which belong to the picornavirus family, and occur as three distinct serotypes. All three serotypes of poliovirus can infect primates, but only type 2 can infect mice. The crystal structures of a type 1 and a type 3 poliovirus are already known. Structural studies of poliovirus type 2 Lansing (PV2L) were initiated to try to enhance our understanding of the differences in host range specificity, antigenicity and receptor binding among the three serotypes of poliovirus. RESULTS The crystal structure of the mouse neurovirulent PV2L complexed with a potent antiviral agent, SCH48973, was determined at 2.9 A resolution. Structural differences among the three poliovirus serotypes occur primarily in the loop regions of the viral coat proteins (VPs), most notably in the loops of VP1 that cluster near the fivefold axes of the capsid, where the BC loop of PV2L is disordered. Unlike other known structures of enteroviruses, the entire polypeptide chain of PV2L VP4 is visible in the electron density and RNA bases are observed stacking with conserved aromatic residues (Tyr4020 and Phe4046) of VP4. The broad-spectrum antiviral agent SCH48973 is observed binding in a pocket within the beta-barrel of VP1, in approximately the same location that natural 'pocket factors' bind to polioviruses. SCH48973 forms predominantly hydrophobic interactions with the pocket residues. CONCLUSIONS Some of the conformational changes required for infectivity and involved in the control of capsid stability and neurovirulence in mice may occur in the vicinity of the fivefold axis of the poliovirus, where there are significant structural differences among the three poliovirus serotypes in the surface exposed loops of VP1 (BC, DE, and HI). A surface depression is located at the fivefold axis of PV2L that is not present in the other two poliovirus serotypes. The observed interaction of RNA with VP4 supports the observation that loss of VP4 ultimately leads to the loss of viral RNA. A model is proposed that suggests dual involvement of the virion fivefold and pseudo-threefold axes in receptor-mediated initiation of infection by picornaviruses.
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Affiliation(s)
- K N Lentz
- Center for Advanced Biotechnology and Medicine, Piscataway, NJ 08854, USA
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