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Elste J, Saini A, Mejia-Alvarez R, Mejía A, Millán-Pacheco C, Swanson-Mungerson M, Tiwari V. Significance of Artificial Intelligence in the Study of Virus-Host Cell Interactions. Biomolecules 2024; 14:911. [PMID: 39199298 PMCID: PMC11352483 DOI: 10.3390/biom14080911] [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: 06/13/2024] [Revised: 07/11/2024] [Accepted: 07/23/2024] [Indexed: 09/01/2024] Open
Abstract
A highly critical event in a virus's life cycle is successfully entering a given host. This process begins when a viral glycoprotein interacts with a target cell receptor, which provides the molecular basis for target virus-host cell interactions for novel drug discovery. Over the years, extensive research has been carried out in the field of virus-host cell interaction, generating a massive number of genetic and molecular data sources. These datasets are an asset for predicting virus-host interactions at the molecular level using machine learning (ML), a subset of artificial intelligence (AI). In this direction, ML tools are now being applied to recognize patterns in these massive datasets to predict critical interactions between virus and host cells at the protein-protein and protein-sugar levels, as well as to perform transcriptional and translational analysis. On the other end, deep learning (DL) algorithms-a subfield of ML-can extract high-level features from very large datasets to recognize the hidden patterns within genomic sequences and images to develop models for rapid drug discovery predictions that address pathogenic viruses displaying heightened affinity for receptor docking and enhanced cell entry. ML and DL are pivotal forces, driving innovation with their ability to perform analysis of enormous datasets in a highly efficient, cost-effective, accurate, and high-throughput manner. This review focuses on the complexity of virus-host cell interactions at the molecular level in light of the current advances of ML and AI in viral pathogenesis to improve new treatments and prevention strategies.
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Affiliation(s)
- James Elste
- Department of Microbiology & Immunology, College of Graduate Studies, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (M.S.-M.)
| | - Akash Saini
- Hinsdale Central High School, 5500 S Grant St, Hinsdale, IL 60521, USA;
| | - Rafael Mejia-Alvarez
- Department of Physiology, College of Graduate Studies, Midwestern University, Downers Grove, IL 60515, USA;
| | - Armando Mejía
- Departamento de Biotechnology, Universidad Autónoma Metropolitana-Iztapalapa, Ciudad de Mexico 09340, Mexico;
| | - Cesar Millán-Pacheco
- Facultad de Farmacia, Universidad Autónoma del Estado de Morelos, Av. Universidad No. 1001, Col Chamilpa, Cuernavaca 62209, Mexico;
| | - Michelle Swanson-Mungerson
- Department of Microbiology & Immunology, College of Graduate Studies, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (M.S.-M.)
| | - Vaibhav Tiwari
- Department of Microbiology & Immunology, College of Graduate Studies, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (M.S.-M.)
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Abstract
The neuraminidase (NA) of influenza A and B viruses plays a distinct role in viral replication and has a highly conserved catalytic site. Numerous sialic (neuraminic) acid analogs that competitively bind to the NA active site and potently inhibit enzyme activity have been synthesized and tested. Four NA inhibitors are now licensed in various parts of the world (zanamivir, oseltamivir, peramivir, and laninamivir) to treat influenza A and B infections. NA changes, naturally occurring or acquired under selective pressure, have been shown to reduce drug binding, thereby affecting the effectiveness of NA inhibitors. Drug resistance and other drawbacks have prompted the search for the next-generation NA-targeting therapeutics. One of the promising approaches is the identification of monoclonal antibodies (mAbs) targeting the conserved NA epitopes. Anti-NA mAbs demonstrate Fab-based antiviral activity supplemented with Fc-mediated immune effector functions. Antiviral Fc-conjugates offer another cutting-edge strategy that is based on a multimodal mechanism of action. These novel antiviral agents are composed of a small-molecule NA inhibitor and an Fc-region that simultaneously engages the immune system. The significant advancements made in recent years further support the value of NA as an attractive target for the antiviral development.
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Affiliation(s)
- Larisa Gubareva
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia 30329-4027, USA
| | - Teena Mohan
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia 30329-4027, USA
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Campbell AC, Tanner JJ, Krause KL. Optimisation of Neuraminidase Expression for Use in Drug Discovery by Using HEK293-6E Cells. Viruses 2021; 13:v13101893. [PMID: 34696326 PMCID: PMC8538103 DOI: 10.3390/v13101893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/11/2021] [Accepted: 09/14/2021] [Indexed: 12/02/2022] Open
Abstract
Influenza virus is a highly contagious virus that causes significant human mortality and morbidity annually. The most effective drugs for treating influenza are the neuraminidase inhibitors, but resistance to these inhibitors has emerged, and additional drug discovery research on neuraminidase and other targets is needed. Traditional methods of neuraminidase production from embryonated eggs are cumbersome, while insect cell derived protein is less reflective of neuraminidase produced during human infection. Herein we describe a method for producing neuraminidase from a human cell line, HEK293-6E, and demonstrate the method by producing the neuraminidase from the 1918 H1N1 pandemic influenza strain. This method produced high levels of soluble neuraminidase expression (>3000 EU/mL), was enhanced by including a secretion signal from a viral chemokine binding protein, and does not require co-expression of additional proteins. The neuraminidase produced was of sufficient quantity and purity to support high resolution crystal structure determination. The structure solved using this protein conformed to the previously reported structure. Notably the glycosylation at three asparagine residues was superior in quality to that from insect cell derived neuraminidase. This method of production of neuraminidase should prove useful in further studies, such as the characterisation of inhibitor binding.
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Affiliation(s)
- Ashley C. Campbell
- Department of Biochemistry, University of Otago, 710 Cumberland St., Dunedin 9016, New Zealand;
| | - John J. Tanner
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA;
- Department of Chemistry, University of Missouri, Columbia, MO 65211, USA
| | - Kurt L. Krause
- Department of Biochemistry, University of Otago, 710 Cumberland St., Dunedin 9016, New Zealand;
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1010, New Zealand
- Correspondence:
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Nuwarda RF, Alharbi AA, Kayser V. An Overview of Influenza Viruses and Vaccines. Vaccines (Basel) 2021; 9:1032. [PMID: 34579269 PMCID: PMC8473132 DOI: 10.3390/vaccines9091032] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 09/12/2021] [Accepted: 09/13/2021] [Indexed: 01/12/2023] Open
Abstract
Influenza remains one of the major public health concerns because it causes annual epidemics and can potentially instigate a global pandemic. Numerous countermeasures, including vaccines and antiviral treatments, are in use against seasonal influenza infection; however, their effectiveness has always been discussed due to the ongoing resistance to antivirals and relatively low and unpredictable efficiency of influenza vaccines compared to other vaccines. The growing interest in vaccines as a promising approach to prevent and control influenza may provide alternative vaccine development options with potentially increased efficiency. In addition to currently available inactivated, live-attenuated, and recombinant influenza vaccines on the market, novel platforms such as virus-like particles (VLPs) and nanoparticles, and new vaccine formulations are presently being explored. These platforms provide the opportunity to design influenza vaccines with improved properties to maximize quality, efficacy, and safety. The influenza vaccine manufacturing process is also moving forward with advancements relating to egg- and cell-based production, purification processes, and studies into the physicochemical attributes and vaccine degradation pathways. These will contribute to the design of more stable, optimized vaccine formulations guided by contemporary analytical testing methods and via the implementation of the latest advances in the field.
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Affiliation(s)
| | | | - Veysel Kayser
- Faculty of Medicine and Health, Sydney Pharmacy School, The University of Sydney, Sydney, NSW 2006, Australia; (R.F.N.); (A.A.A.)
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Malbari K, Saha P, Chawla-Sarkar M, Dutta S, Rai S, Joshi M, Kanyalkar M. In quest of small-molecules as potent non-competitive inhibitors against influenza. Bioorg Chem 2021; 114:105139. [PMID: 34243071 DOI: 10.1016/j.bioorg.2021.105139] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 05/14/2021] [Accepted: 06/28/2021] [Indexed: 12/19/2022]
Abstract
A series of scaffolds namely aurones, 3-indolinones, 4-quinolones and cinnamic acid-piperazine hybrids, was designed, synthesized and investigated in vitro against influenza A/H1N1pdm09 virus. Designed molecules adopted different binding mode i.e., in 430-cavity of neuraminidase, unlike sialic acid and oseltamivir in molecular docking studies. All molecules reduced the viral titer and exhibited non-cytotoxicity along with cryo-protective property towards MDCK cells. Molecules (Z)-2-(3'-Chloro-benzylidene)-1,2-dihydro-indol-3-one (2f), (Z)-2-(4'-Chloro-benzylidene)-1,2-dihydro-indol-3-one (2g) and 2-(2'-Methoxy-phenyl)-1H-quinolin-4-one (3a) were the most interesting molecules identified in this research, endowed with robust potencies showing low-nanomolar EC50 values of 4.0 nM, 6.7 nM and 4.9 nM, respectively, compared to reference competitive and non-competitive inhibitors: oseltamivir (EC50 = 12.7 nM) and quercetin (EC50 = 0.56 µM), respectively. Besides, 2f, 2g and 3a exhibited good neuraminidase inhibitory activity in sub-micromolar range (IC50 = 0.52 µM, 3.5 µM, 1.3 µM respectively). Moreover, these molecules were determined as non-competitive inhibitors similar to reference non-competitive inhibitor quercetin unlike reference competitive inhibitor oseltamivir in kinetics studies.
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Affiliation(s)
- Khushboo Malbari
- Department of Pharmaceutical Chemistry, Prin K M Kundnani College of Pharmacy, Cuffe Parade, Mumbai 400005, India
| | - Priyanka Saha
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases (ICMR-NICED), Beleghata, Kolkata 700010, India
| | - Mamta Chawla-Sarkar
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases (ICMR-NICED), Beleghata, Kolkata 700010, India
| | - Shanta Dutta
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases (ICMR-NICED), Beleghata, Kolkata 700010, India
| | - Swita Rai
- Department of Pharmaceutical Chemistry, Prin K M Kundnani College of Pharmacy, Cuffe Parade, Mumbai 400005, India
| | - Mamata Joshi
- National Facility for High Field NMR, Tata Institute of Fundamental Research (TIFR), Colaba, Mumbai 400005, India
| | - Meena Kanyalkar
- Department of Pharmaceutical Chemistry, Prin K M Kundnani College of Pharmacy, Cuffe Parade, Mumbai 400005, India.
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Jusoh N, Zainal H, Abdul Hamid AA, Bunnori NM, Abd Halim KB, Abd Hamid S. In silico study of carvone derivatives as potential neuraminidase inhibitors. J Mol Model 2018; 24:93. [PMID: 29546582 DOI: 10.1007/s00894-018-3619-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 02/11/2018] [Indexed: 10/17/2022]
Abstract
Recent outbreaks of highly pathogenic influenza strains have highlighted the need to develop new anti-influenza drugs. Here, we report an in silico study of carvone derivatives to analyze their binding modes with neuraminidase (NA) active sites. Two proposed carvone analogues, CV(A) and CV(B), with 36 designed ligands were predicted to inhibit NA (PDB ID: 3TI6) using molecular docking. The design is based on structural resemblance with the commercial inhibitor, oseltamivir (OTV), ligand polarity, and amino acid residues in the NA active sites. Docking simulations revealed that ligand A18 has the lowest energy binding (∆Gbind) value of -8.30 kcal mol-1, comparable to OTV with ∆Gbind of -8.72 kcal mol-1. A18 formed seven hydrogen bonds (H-bonds) at residues Arg292, Arg371, Asp151, Trp178, Glu227, and Tyr406, while eight H-bonds were formed by OTV with amino acids Arg118, Arg292, Arg371, Glu119, Asp151, and Arg152. Molecular dynamics (MD) simulation was conducted to compare the stability between ligand A18 and OTV with NA. Our simulation study showed that the A18-NA complex is as stable as the OTV-NA complex during the MD simulation of 50 ns through the analysis of RMSD, RMSF, total energy, hydrogen bonding, and MM/PBSA free energy calculations.
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Affiliation(s)
- Noorakmar Jusoh
- Department of Chemistry, Kulliyyah of Science, International Islamic University Malaysia, 25200, Bandar Indera Mahkota Kuantan, Pahang, Malaysia
| | - Hasanuddin Zainal
- Department of Biotechnology, Kulliyyah of Science, International Islamic University Malaysia, 25200, Bandar Indera Mahkota Kuantan, Pahang, Malaysia
| | - Azzmer Azzar Abdul Hamid
- Department of Biotechnology, Kulliyyah of Science, International Islamic University Malaysia, 25200, Bandar Indera Mahkota Kuantan, Pahang, Malaysia
| | - Noraslinda M Bunnori
- Department of Biotechnology, Kulliyyah of Science, International Islamic University Malaysia, 25200, Bandar Indera Mahkota Kuantan, Pahang, Malaysia
| | - Khairul Bariyyah Abd Halim
- Department of Biotechnology, Kulliyyah of Science, International Islamic University Malaysia, 25200, Bandar Indera Mahkota Kuantan, Pahang, Malaysia
| | - Shafida Abd Hamid
- Department of Chemistry, Kulliyyah of Science, International Islamic University Malaysia, 25200, Bandar Indera Mahkota Kuantan, Pahang, Malaysia.
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7
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Frandsen KEH, Lo Leggio L. Lytic polysaccharide monooxygenases: a crystallographer's view on a new class of biomass-degrading enzymes. IUCRJ 2016; 3:448-467. [PMID: 27840684 PMCID: PMC5094447 DOI: 10.1107/s2052252516014147] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2016] [Accepted: 09/05/2016] [Indexed: 05/05/2023]
Abstract
Lytic polysaccharide monooxygenases (LPMOs) are a new class of microbial copper enzymes involved in the degradation of recalcitrant polysaccharides. They have only been discovered and characterized in the last 5-10 years and have stimulated strong interest both in biotechnology and in bioinorganic chemistry. In biotechnology, the hope is that these enzymes will finally help to make enzymatic biomass conversion, especially of lignocellulosic plant waste, economically attractive. Here, the role of LPMOs is likely to be in attacking bonds that are not accessible to other enzymes. LPMOs have attracted enormous interest since their discovery. The emphasis in this review is on the past and present contribution of crystallographic studies as a guide to functional understanding, with a final look towards the future.
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Affiliation(s)
- Kristian E. H. Frandsen
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark
| | - Leila Lo Leggio
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark
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8
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Anuwongcharoen N, Shoombuatong W, Tantimongcolwat T, Prachayasittikul V, Nantasenamat C. Exploring the chemical space of influenza neuraminidase inhibitors. PeerJ 2016; 4:e1958. [PMID: 27114890 PMCID: PMC4841240 DOI: 10.7717/peerj.1958] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 03/31/2016] [Indexed: 12/01/2022] Open
Abstract
The fight against the emergence of mutant influenza strains has led to the screening of an increasing number of compounds for inhibitory activity against influenza neuraminidase. This study explores the chemical space of neuraminidase inhibitors (NAIs), which provides an opportunity to obtain further molecular insights regarding the underlying basis of their bioactivity. In particular, a large set of 347 and 175 NAIs against influenza A and B, respectively, was compiled from the literature. Molecular and quantum chemical descriptors were obtained from low-energy conformational structures geometrically optimized at the PM6 level. The bioactivities of NAIs were classified as active or inactive according to their half maximum inhibitory concentration (IC50) value in which IC50 < 1µM and ≥ 10µM were defined as active and inactive compounds, respectively. Interpretable decision rules were derived from a quantitative structure–activity relationship (QSAR) model established using a set of substructure descriptors via decision tree analysis. Univariate analysis, feature importance analysis from decision tree modeling and molecular scaffold analysis were performed on both data sets for discriminating important structural features amongst active and inactive NAIs. Good predictive performance was achieved as deduced from accuracy and Matthews correlation coefficient values in excess of 81% and 0.58, respectively, for both influenza A and B NAIs. Furthermore, molecular docking was employed to investigate the binding modes and their moiety preferences of active NAIs against both influenza A and B neuraminidases. Moreover, novel NAIs with robust binding fitness towards influenza A and B neuraminidase were generated via combinatorial library enumeration and their binding fitness was on par or better than FDA-approved drugs. The results from this study are anticipated to be beneficial for guiding the rational drug design of novel NAIs for treating influenza infections.
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Affiliation(s)
- Nuttapat Anuwongcharoen
- Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok, Thailand; Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok, Thailand
| | - Watshara Shoombuatong
- Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University , Bangkok , Thailand
| | - Tanawut Tantimongcolwat
- Center for Research and Innovation, Faculty of Medical Technology, Mahidol University , Bangkok , Thailand
| | - Virapong Prachayasittikul
- Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University , Bangkok , Thailand
| | - Chanin Nantasenamat
- Center of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University , Bangkok , Thailand
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9
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Yusuf M, Mohamed N, Mohamad S, Janezic D, Damodaran KV, Wahab HA. H274Y’s Effect on Oseltamivir Resistance: What Happens Before the Drug Enters the Binding Site. J Chem Inf Model 2016; 56:82-100. [DOI: 10.1021/acs.jcim.5b00331] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Muhammad Yusuf
- Pharmaceutical
Design and Simulation (PhDS) Laboratory, School of Pharmaceutical
Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
| | - Nornisah Mohamed
- Pharmaceutical
Design and Simulation (PhDS) Laboratory, School of Pharmaceutical
Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
| | - Suriyati Mohamad
- Pharmaceutical
Design and Simulation (PhDS) Laboratory, School of Pharmaceutical
Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
- School
of Biological Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
| | - Dusanka Janezic
- Faculty
of Mathematics, Natural Sciences and Information Technologies, University of Primorska, SI-6000 Koper, Slovenia
| | - K. V. Damodaran
- Pharmaceutical
Design and Simulation (PhDS) Laboratory, School of Pharmaceutical
Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
| | - Habibah A. Wahab
- Pharmaceutical
Design and Simulation (PhDS) Laboratory, School of Pharmaceutical
Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia
- Malaysian
Institute of Pharmaceuticals and Nutraceuticals, Ministry of Science, Technology and Innovation, Halaman Bukit Gambir, 11900 Bayan Lepas, Pulau Pinang, Malaysia
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Baltina LA, Zarubaev VV, Baltina LA, Orshanskaya IA, Fairushina AI, Kiselev OI, Yunusov MS. Glycyrrhizic acid derivatives as influenza A/H1N1 virus inhibitors. Bioorg Med Chem Lett 2015; 25:1742-1746. [PMID: 25801933 PMCID: PMC7127794 DOI: 10.1016/j.bmcl.2015.02.074] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Revised: 02/24/2015] [Accepted: 02/26/2015] [Indexed: 11/24/2022]
Abstract
This Letter describes the synthesis and antiviral activity study of some glycyrrhizic acid (GL) derivatives against influenza A/H1N1/pdm09 virus in MDCK cells. Conjugation of GL with l-amino acids or their methyl esters, and amino sugar (d-galactose amine) dramatically changed its activity. The most active compounds were GL conjugates with aromatic amino acids methyl esters (phenylalanine and tyrosine) (SI=61 and 38), and S-benzyl-cysteine (SI=71). Thus modification of GL is a perspective route in the search of new antivirals, and some of GL derivatives are potent as anti-influenza A/H1N1 agents.
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Affiliation(s)
- Lidia A Baltina
- Institute of Organic Chemistry Ufa Research Centre of Russian Academy of Sciences, 71, prospect Oktyabrya, Ufa 450054, Russian Federation.
| | - Vladimir V Zarubaev
- Influenza Research Institute, Ministry of Health of Russia, 15/17, prof. Popov str., St. Peterburg 197376, Russian Federation
| | - Lia A Baltina
- Institute of Organic Chemistry Ufa Research Centre of Russian Academy of Sciences, 71, prospect Oktyabrya, Ufa 450054, Russian Federation
| | - Iana A Orshanskaya
- Influenza Research Institute, Ministry of Health of Russia, 15/17, prof. Popov str., St. Peterburg 197376, Russian Federation
| | - Alina I Fairushina
- Institute of Organic Chemistry Ufa Research Centre of Russian Academy of Sciences, 71, prospect Oktyabrya, Ufa 450054, Russian Federation
| | - Oleg I Kiselev
- Influenza Research Institute, Ministry of Health of Russia, 15/17, prof. Popov str., St. Peterburg 197376, Russian Federation
| | - Marat S Yunusov
- Institute of Organic Chemistry Ufa Research Centre of Russian Academy of Sciences, 71, prospect Oktyabrya, Ufa 450054, Russian Federation
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Biological and protective properties of immune sera directed to the influenza virus neuraminidase. J Virol 2014; 89:1550-63. [PMID: 25392225 DOI: 10.1128/jvi.02949-14] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
UNLABELLED The envelope of influenza A viruses contains two large antigens, hemagglutinin (HA) and neuraminidase (NA). Conventional influenza virus vaccines induce neutralizing antibodies that are predominantly directed to the HA globular head, a domain that is subject to extensive antigenic drift. Antibodies directed to NA are induced at much lower levels, probably as a consequence of the immunodominance of the HA antigen. Although antibodies to NA may affect virus release by inhibiting the sialidase function of the glycoprotein, the antigen has been largely neglected in past vaccine design. In this study, we characterized the protective properties of monospecific immune sera that were generated by vaccination with recombinant RNA replicon particles encoding NA. These immune sera inhibited hemagglutination in an NA subtype-specific and HA subtype-independent manner and interfered with infection of MDCK cells. In addition, they inhibited the sialidase activities of various influenza viruses of the same and even different NA subtypes. With this, the anti-NA immune sera inhibited the spread of H5N1 highly pathogenic avian influenza virus and HA/NA-pseudotyped viruses in MDCK cells in a concentration-dependent manner. When chickens were immunized with NA recombinant replicon particles and subsequently infected with low-pathogenic avian influenza virus, inflammatory serum markers were significantly reduced and virus shedding was limited or eliminated. These findings suggest that NA antibodies can inhibit virus dissemination by interfering with both virus attachment and egress. Our results underline the potential of high-quality NA antibodies for controlling influenza virus replication and place emphasis on NA as a vaccine antigen. IMPORTANCE The neuraminidase of influenza A viruses is a sialidase that acts as a receptor-destroying enzyme facilitating the release of progeny virus from infected cells. Here, we demonstrate that monospecific anti-NA immune sera inhibited not only sialidase activity, but also influenza virus hemagglutination and infection of MDCK cells, suggesting that NA antibodies can interfere with virus attachment. Inhibition of both processes, virus release and virus binding, may explain why NA antibodies efficiently blocked virus dissemination in vitro and in vivo. Anti-NA immune sera showed broader reactivity than anti-HA sera in hemagglutination inhibition tests and demonstrated cross-subtype activity in sialidase inhibition tests. These remarkable features of NA antibodies highlight the importance of the NA antigen for the development of next-generation influenza virus vaccines.
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Park JG, Kim DS, Matthijnssens J, Kwon HJ, Zeller M, Alfajaro MM, Son KY, Hosmillo M, Ryu EH, Kim JY, Lee JH, Park SJ, Kang MI, Kwon J, Choi JS, Cho KO. Comparison of pathogenicities and nucleotide changes between porcine and bovine reassortant rotavirus strains possessing the same genotype constellation in piglets and calves. Vet Microbiol 2014; 172:51-62. [DOI: 10.1016/j.vetmic.2014.04.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 04/11/2014] [Accepted: 04/15/2014] [Indexed: 11/26/2022]
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13
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Van Breedam W, Pöhlmann S, Favoreel HW, de Groot RJ, Nauwynck HJ. Bitter-sweet symphony: glycan-lectin interactions in virus biology. FEMS Microbiol Rev 2014; 38:598-632. [PMID: 24188132 PMCID: PMC7190080 DOI: 10.1111/1574-6976.12052] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Revised: 09/27/2013] [Accepted: 10/14/2013] [Indexed: 01/01/2023] Open
Abstract
Glycans are carbohydrate modifications typically found on proteins or lipids, and can act as ligands for glycan-binding proteins called lectins. Glycans and lectins play crucial roles in the function of cells and organs, and in the immune system of animals and humans. Viral pathogens use glycans and lectins that are encoded by their own or the host genome for their replication and spread. Recent advances in glycobiological research indicate that glycans and lectins mediate key interactions at the virus-host interface, controlling viral spread and/or activation of the immune system. This review reflects on glycan-lectin interactions in the context of viral infection and antiviral immunity. A short introduction illustrates the nature of glycans and lectins, and conveys the basic principles of their interactions. Subsequently, examples are discussed highlighting specific glycan-lectin interactions and how they affect the progress of viral infections, either benefiting the host or the virus. Moreover, glycan and lectin variability and their potential biological consequences are discussed. Finally, the review outlines how recent advances in the glycan-lectin field might be transformed into promising new approaches to antiviral therapy.
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Affiliation(s)
- Wander Van Breedam
- Department of Virology, Parasitology and Immunology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Stefan Pöhlmann
- Infection Biology Unit, German Primate Center, Göttingen, Germany
| | - Herman W. Favoreel
- Department of Virology, Parasitology and Immunology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Raoul J. de Groot
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Hans J. Nauwynck
- Department of Virology, Parasitology and Immunology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
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14
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Cohen M, Zhang XQ, Senaati HP, Chen HW, Varki NM, Schooley RT, Gagneux P. Influenza A penetrates host mucus by cleaving sialic acids with neuraminidase. Virol J 2013; 10:321. [PMID: 24261589 PMCID: PMC3842836 DOI: 10.1186/1743-422x-10-321] [Citation(s) in RCA: 207] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Accepted: 10/14/2013] [Indexed: 02/07/2023] Open
Abstract
Background Influenza A virus (IAV) neuraminidase (NA) cleaves sialic acids (Sias) from glycans. Inhibiting NA with oseltamivir suppresses both viral infection, and viral release from cultured human airway epithelial cells. The role of NA in viral exit is well established: it releases budding virions by cleaving Sias from glycoconjugates on infected cells and progeny virions. The role of NA in viral entry remains unclear. Host respiratory epithelia secrete a mucus layer rich in heavily sialylated glycoproteins; these could inhibit viral entry by mimicking sialylated receptors on the cell surface. It has been suggested that NA allows influenza to penetrate the mucus by cleaving these sialylated decoys, but the exact mechanism is not yet established. Methods We tested IAV interaction with secreted mucus using frozen human trachea/bronchus tissue sections, and bead-bound purified human salivary mucins (HSM) and purified porcine submaxillary mucins (PSM). The protective effect of mucus was analyzed using MDCK cells coated with purified HSM and PSM with known Sia content. Oseltamivir was used to inhibit NA activity, and the fluorescent reporter substrate, 4MU-Neu5Ac, was used to quantify NA activity. Results IAV binds to the secreted mucus layer of frozen human trachea/bronchus tissues in a Sia dependent manner. HSM inhibition of IAV infection is Sia dose-dependent, but PSM cannot inhibit infection of underlying cells. HSM competitively inhibits NA cleavage of 4MU-Neu5Ac, reporter substrate. Human IAV effectively cleaves Sias from HSM but not from PSM, and binds to HSM but not to PSM. Conclusion IAV interacts with human mucus on frozen tissue sections and mucus-coated beads. Inhibition of IAV infection by sialylated human mucus is dose-dependent, and enhanced when NA is inhibited with oseltamivir. Thus NA cleaves sialylated decoys during initial stages of infection. Understanding IAV interactions with host mucins is a promising new avenue for drug development.
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Affiliation(s)
- Miriam Cohen
- Department of Cellular and Molecular Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla 92093, California, USA.
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15
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Identification of neuraminidase inhibitors by structure-based screening: promising new leads for influenza. Med Chem Res 2013. [DOI: 10.1007/s00044-013-0862-3] [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]
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16
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Nasser ZH, Swaminathan K, Müller P, Downard KM. Inhibition of influenza hemagglutinin with the antiviral inhibitor arbidol using a proteomics based approach and mass spectrometry. Antiviral Res 2013; 100:399-406. [DOI: 10.1016/j.antiviral.2013.08.021] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 08/25/2013] [Accepted: 08/27/2013] [Indexed: 12/13/2022]
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17
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Quiliano M, Valdivia-Olarte H, Olivares C, Requena D, Gutiérrez AH, Reyes-Loyola P, Tolentino-Lopez LE, Sheen P, Briz V, Muñoz-Fernández MA, Correa-Basurto J, Zimic M. Molecular distribution of amino acid substitutions on neuraminidase from the 2009 (H1N1) human influenza pandemic virus. Bioinformation 2013; 9:673-9. [PMID: 23930018 PMCID: PMC3732439 DOI: 10.6026/97320630009673] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Accepted: 05/08/2013] [Indexed: 12/11/2022] Open
Abstract
The pandemic influenza AH1N1 (2009) caused an outbreak of human infection that spread to the world. Neuraminidase (NA) is an antigenic surface glycoprotein, which is essential to the influenza infection process, and is the target of anti-flu drugs oseltamivir and zanamivir. Currently, NA inhibitors are the pillar pharmacological strategy against seasonal and global influenza. Although mutations observed after NA-inhibitor treatment are characterized by changes in conserved amino acids of the enzyme catalytic site, it is possible that specific amino acid substitutions (AASs) distant from the active site such as H274Y, could confer oseltamivir or zanamivir resistance. To better understand the molecular distribution pattern of NA AASs, we analyzed NA AASs from all available reported pandemic AH1N1 NA sequences, including those reported from America, Africa, Asia, Europe, Oceania, and specifically from Mexico. The molecular distributions of the AASs were obtained at the secondary structure domain level for both the active and catalytic sites, and compared between geographic regions. Our results showed that NA AASs from America, Asia, Europe, Oceania and Mexico followed similar molecular distribution patterns. The compiled data of this study showed that highly conserved amino acids from the NA active site and catalytic site are indeed being affected by mutations. The reported NA AASs follow a similar molecular distribution pattern worldwide. Although most AASs are distributed distantly from the active site, this study shows the emergence of mutations affecting the previously conserved active and catalytic site. A significant number of unique AASs were reported simultaneously on different continents.
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Affiliation(s)
- MiguelMiguel Quiliano
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
- Drug R&D Unit, Center for Applied Pharmacobiology Research, University of Navarra, C/ Irunlarrea s/n, 31008, Pamplona, Spain
| | - Hugo Valdivia-Olarte
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
| | - Carlos Olivares
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
- Department of Physics, PUC-Rio, Rua Marquês de São Vicente, 225, Gávea - Rio de Janeiro, Brazil
| | - David Requena
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
| | - Andrés H Gutiérrez
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
| | - Paola Reyes-Loyola
- Laboratorio de Modelado Molecular y Bioinformática de la Escuela Superior de Medicina, Instituto Politécnico Nacional, México.
Plan de San Luis Y Diaz Mirón S/N, Col. Casco de Santo Tomas, Mexico city, México
| | - Luis E Tolentino-Lopez
- Laboratorio de Modelado Molecular y Bioinformática de la Escuela Superior de Medicina, Instituto Politécnico Nacional, México.
Plan de San Luis Y Diaz Mirón S/N, Col. Casco de Santo Tomas, Mexico city, México
| | - Patricia Sheen
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
| | - Verónica Briz
- Laboratorio de Inmunobiología Molecular, Hospital Universitario Gregorio Marañón, Madrid, España, CIBER BBN, Madrid, Spain
| | - Maria A Muñoz-Fernández
- Laboratorio de Inmunobiología Molecular, Hospital Universitario Gregorio Marañón, Madrid, España, CIBER BBN, Madrid, Spain
| | - José Correa-Basurto
- Laboratorio de Modelado Molecular y Bioinformática de la Escuela Superior de Medicina, Instituto Politécnico Nacional, México.
Plan de San Luis Y Diaz Mirón S/N, Col. Casco de Santo Tomas, Mexico city, México
| | - Mirko Zimic
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofía,
Universidad Peruana Cayetano Heredia. Av. Honorio Delgado, 430. SMP. Lima, Peru
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18
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Swaminathan K, Dyason JC, Maggioni A, von Itzstein M, Downard KM. Binding of a natural anthocyanin inhibitor to influenza neuraminidase by mass spectrometry. Anal Bioanal Chem 2013; 405:6563-72. [PMID: 23748498 DOI: 10.1007/s00216-013-7068-x] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2013] [Revised: 05/06/2013] [Accepted: 05/15/2013] [Indexed: 10/26/2022]
Abstract
The binding of a natural anthocyanin to influenza neuraminidase has been studied employing mass spectrometry and molecular docking. Derived from a black elderberry extract, cyanidin-3-sambubiocide has been found to be a potent inhibitor of sialidase activity. This study reveals the molecular basis for its activity for the first time. The anthocyanin is shown by parallel experimental and computational approaches to bind in the so-called 430-cavity in the vicinity of neuraminidase residues 356-364 and 395-432. Since this antiviral compound binds remote from Asp 151 and Glu 119, two residues known to regulate neuraminidase resistance, it provides the potential for the development of a new class of antivirals against the influenza virus without this susceptibility.
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Affiliation(s)
- Kavya Swaminathan
- School of Molecular Bioscience, University of Sydney, Sydney, NSW, Australia
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19
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Chamni S, De-Eknamkul W. Recent progress and challenges in the discovery of new neuraminidase inhibitors. Expert Opin Ther Pat 2013; 23:409-23. [DOI: 10.1517/13543776.2013.765861] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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20
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Rahman MM, Kitao S, Tsuji D, Suzuki K, Sakamoto JI, Matsuoka K, Matsuzawa F, Aikawa SI, Itoh K. Inhibitory effects and specificity of synthetic sialyldendrimers toward recombinant human cytosolic sialidase 2 (NEU2). Glycobiology 2013; 23:495-504. [DOI: 10.1093/glycob/cws221] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
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21
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Chairat K, Tarning J, White NJ, Lindegardh N. Pharmacokinetic properties of anti-influenza neuraminidase inhibitors. J Clin Pharmacol 2013; 53:119-39. [PMID: 23436258 DOI: 10.1177/0091270012440280] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2011] [Accepted: 11/09/2011] [Indexed: 01/21/2023]
Abstract
Neuraminidase inhibitors are the mainstay of anti-influenza treatment. Oseltamivir is the most widely used drug but is currently available only as an oral formulation. Resistance spreads rapidly in seasonal H1N1 influenza A viruses, which were universally resistant in 2008, because of the H275Y mutation in the neuraminidase (NA) gene. Oseltamivir is a prodrug for the active carboxylate metabolite. Ex vivo conversion in blood samples may have confounded early pharmacokinetic studies. Oseltamivir shows dose linear kinetics, and oseltamivir carboxylate has an elimination half-life (t(1/2) β) after oral administration in healthy individuals of approximately 7.7 hours. Oseltamivir carboxylate is eliminated primarily by tubular secretion, and both clearance and tissue distribution are reduced by probenecid. The H275Y mutation in NA confers high-level oseltamivir resistance and intermediate peramivir resistance but does not alter zanamivir susceptibility. Zanamivir is available as a powder for inhalation, and a parenteral form is under development. Zanamivir distributes in an apparent volume of distribution approximating that of extracellular water and is rapidly eliminated (t(1/2) β of approximately 3.0 hours). Peramivir is slowly eliminated (t(1/2) β of 7.7-20.8 hours) and is prescribed as either a once-daily injection or as a single infusion. Laninamivir is a recently developed slowly eliminated compound for administration by inhalation.
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Affiliation(s)
- Kalayanee Chairat
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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22
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Winger M, von Itzstein M. Exposing the flexibility of human parainfluenza virus hemagglutinin-neuraminidase. J Am Chem Soc 2012; 134:18447-52. [PMID: 23057491 DOI: 10.1021/ja3084658] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Human parainfluenza virus type 3 (hPIV-3) is a clinically significant pathogen and is the causative agent of pneumonia and bronchiolitis in children. In this study the solution dynamics of human parainfluenza type 3 hemagglutinin-neuraminidase (HN) have been investigated. A flexible loop around Asp216 that adopts an open conformation in direct vicinity of the active site of the apo-form of the protein and closes upon inhibitor binding has been identified. To date, no available X-ray crystal structure has shown the molecular dynamics simulation-derived predominant loop-conformation states found in the present study. The outcomes of this study provide additional insight into the dynamical properties of hPIV-3 HN and may have important implications in defining HN glycan recognition events, receptor specificity, and antiparainfluenza virus drug discovery.
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Affiliation(s)
- Moritz Winger
- Institute for Glycomics, Gold Coast Campus, Griffith University Queensland, 4222, Australia.
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23
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Sialic acid metabolism and sialyltransferases: natural functions and applications. Appl Microbiol Biotechnol 2012; 94:887-905. [PMID: 22526796 DOI: 10.1007/s00253-012-4040-1] [Citation(s) in RCA: 196] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2012] [Revised: 03/16/2012] [Accepted: 03/16/2012] [Indexed: 12/17/2022]
Abstract
Sialic acids are a family of negatively charged monosaccharides which are commonly presented as the terminal residues in glycans of the glycoconjugates on eukaryotic cell surface or as components of capsular polysaccharides or lipooligosaccharides of some pathogenic bacteria. Due to their important biological and pathological functions, the biosynthesis, activation, transfer, breaking down, and recycle of sialic acids are attracting increasing attention. The understanding of the sialic acid metabolism in eukaryotes and bacteria leads to the development of metabolic engineering approaches for elucidating the important functions of sialic acid in mammalian systems and for large-scale production of sialosides using engineered bacterial cells. As the key enzymes in biosynthesis of sialylated structures, sialyltransferases have been continuously identified from various sources and characterized. Protein crystal structures of seven sialyltransferases have been reported. Wild-type sialyltransferases and their mutants have been applied with or without other sialoside biosynthetic enzymes for producing complex sialic acid-containing oligosaccharides and glycoconjugates. This mini-review focuses on current understanding and applications of sialic acid metabolism and sialyltransferases.
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24
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Swaminathan K, Downard KM. Anti-Viral Inhibitor Binding to Influenza Neuraminidase by MALDI Mass Spectrometry. Anal Chem 2012; 84:3725-30. [DOI: 10.1021/ac300291c] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kavya Swaminathan
- School of Molecular Bioscience University
of Sydney,
Sydney, NSW 2006, Australia
| | - Kevin M. Downard
- School of Molecular Bioscience University
of Sydney,
Sydney, NSW 2006, Australia
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25
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Mozzi A, Mazzacuva P, Zampella G, Forcella ME, Fusi PA, Monti E. Molecular insight into substrate recognition by human cytosolic sialidase NEU2. Proteins 2012; 80:1123-32. [PMID: 22228546 DOI: 10.1002/prot.24013] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2011] [Revised: 11/29/2011] [Accepted: 12/01/2011] [Indexed: 12/18/2022]
Abstract
Sialidases or neuramidases are glycoside hydrolases removing terminal sialic acid residues from sialo-glycoproteins and sialo-glycolipids. Viral neuraminidases (NAs) have been extensively characterized and represent an excellent target for antiviral therapy through the synthesis of a series of competitive inhibitors that block the release of newly formed viral particles from infected cells. The human cytosolic sialidase NEU2 is the only mammalian enzyme structurally characterized and represents a valuable model to study the specificity of novel NA inhibitory drugs. Moreover, the availability of NEU2 3D structure represents a pivotal step toward the characterization of the molecular basis of natural substrates recognition by the enzyme. In this perspective, we have carried out a study of molecular docking of NEU2 active site using natural substrates of increasing complexity. Moreover, selective mutations of the residues putatively involved into substrate(s) interaction/recognition have been performed, and the resulting mutant enzymes have been preliminary tested for their catalytic activity and substrate specificity. We found that Q270 is involved in the binding of the disaccharide α(2,3) sialyl-galactose, whereas K45 and Q112 bind the distal glucose of the trisaccharide α(2,3) sialyl-lactose, corresponding to the oligosaccharide moiety of GM3 ganglioside. In addition, E218, beside D46, is proved to be a key catalytic residue, being, together with Y334, the second member of the nucleophile pair required for the catalysis. Overall, our results point out the existence of a dynamic network of interactions that are possibly involved in the recognition of the glycans bearing sialic acid.
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Affiliation(s)
- Alessandra Mozzi
- Department of Biotechnologies and Biosciences, University of Milano-Bicocca, Milano, Italy
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26
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Li Y, Cao H, Yu H, Chen Y, Lau K, Qu J, Thon V, Sugiarto G, Chen X. Identifying selective inhibitors against the human cytosolic sialidase NEU2 by substrate specificity studies. MOLECULAR BIOSYSTEMS 2011; 7:1060-72. [PMID: 21206954 DOI: 10.1039/c0mb00244e] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aberrant expression of human sialidases has been shown to associate with various pathological conditions. Despite the effort in the sialidase inhibitor design, less attention has been paid to designing specific inhibitors against human sialidases and characterizing the substrate specificity of different sialidases regarding diverse terminal sialic acid forms and sialyl linkages. This is mainly due to the lack of sialoside probes and efficient screening methods, as well as limited access to human sialidases. A low cellular expression level of the human sialidase NEU2 hampers its functional and inhibitory studies. Here we report the successful cloning and expression of the human sialidase NEU2 in E. coli. About 11 mg of soluble active NEU2 was routinely obtained from 1 L of E. coli cell culture. Substrate specificity studies of the recombinant human NEU2 using twenty p-nitrophenol (pNP)-tagged α2-3- or α2-6-linked sialyl galactosides containing different terminal sialic acid forms including common N-acetylneuraminic acid (Neu5Ac), non-human N-glycolylneuraminic acid (Neu5Gc), 2-keto-3-deoxy-D-glycero-D-galacto-nonulosonic acid (Kdn), or their C5-derivatives in a microtiter plate-based high-throughput colorimetric assay identified a unique structural feature specifically recognized by the human NEU2 but not two bacterial sialidases. The results obtained from substrate specificity studies were used to guide the design of a sialidase inhibitor that was selective against human NEU2. The selectivity of the inhibitor was revealed by the comparison of sialidase crystal structures and inhibitor docking studies.
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Affiliation(s)
- Yanhong Li
- Department of Chemistry, University of California, One Shields Avenue, Davis, CA 95616, USA.
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27
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Kiefel MJ, Chopra P, Madge PD, Szyczew A, Thomson RJ, Grice ID, von Itzstein M. Synthesis of C-9 oxidised N-acetylneuraminic acid derivatives as biological probes. Tetrahedron Lett 2011. [DOI: 10.1016/j.tetlet.2010.10.156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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28
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Bertram S, Glowacka I, Steffen I, Kühl A, Pöhlmann S. Novel insights into proteolytic cleavage of influenza virus hemagglutinin. Rev Med Virol 2010; 20:298-310. [PMID: 20629046 PMCID: PMC7169116 DOI: 10.1002/rmv.657] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The influenza virus hemagglutinin (HA) mediates the first essential step in the viral life cycle, virus entry into target cells. Influenza virus HA is synthesised as a precursor protein in infected cells and requires cleavage by host cell proteases to transit into an active form. Cleavage is essential for influenza virus infectivity and the HA‐processing proteases are attractive targets for therapeutic intervention. It is well established that cleavage by ubiquitously expressed subtilisin‐like proteases is a hallmark of highly pathogenic avian influenza viruses (HPAIV). In contrast, the nature of the proteases responsible for cleavage of HA of human influenza viruses and low pathogenic avian influenza viruses (LPAIV) is not well understood. Recent studies suggest that cleavage of HA of human influenza viruses might be a cell‐associated event and might be facilitated by the type II transmembrane serine proteases (TTSPs) TMPRSS2, TMPRSS4 and human airway trypsin‐like protease (HAT). Here, we will introduce the different concepts established for proteolytic activation of influenza virus HA, with a particular focus on the role of TTSPs, and we will discuss their implications for viral tropism, pathogenicity and antiviral intervention. Copyright © 2010 John Wiley & Sons, Ltd.
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Affiliation(s)
- Stephanie Bertram
- Institute of Virology, Hannover Medical School, 30625 Hannover, Germany
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29
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Novel sialic acid derivatives lock open the 150-loop of an influenza A virus group-1 sialidase. Nat Commun 2010; 1:113. [PMID: 21081911 PMCID: PMC3060605 DOI: 10.1038/ncomms1114] [Citation(s) in RCA: 95] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2010] [Accepted: 10/18/2010] [Indexed: 11/08/2022] Open
Abstract
Influenza virus sialidase has an essential role in the virus' life cycle. Two distinct groups of influenza A virus sialidases have been established, that differ in the flexibility of the '150-loop', providing a more open active site in the apo form of the group-1 compared to group-2 enzymes. In this study we show, through a multidisciplinary approach, that novel sialic acid-based derivatives can exploit this structural difference and selectively inhibit the activity of group-1 sialidases. We also demonstrate that group-1 sialidases from drug-resistant mutant influenza viruses are sensitive to these designed compounds. Moreover, we have determined, by protein X-ray crystallography, that these inhibitors lock open the group-1 sialidase flexible 150-loop, in agreement with our molecular modelling prediction. This is the first direct proof that compounds may be developed to selectively target the pandemic A/H1N1, avian A/H5N1 and other group-1 sialidase-containing viruses, based on an open 150-loop conformation of the enzyme. The influenza virus life cycle relies on sialidases, which are classified as group-1 or group-2, depending on the flexibility of the '150-loop'. In this study, chemical compounds are developed, which lock open the '150-loop', selectively inhibiting the activity of group-1 sialidases.
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30
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Jia D, Rahbar R, Chan RWY, Lee SMY, Chan MCW, Wang BX, Baker DP, Sun B, Peiris JSM, Nicholls JM, Fish EN. Influenza virus non-structural protein 1 (NS1) disrupts interferon signaling. PLoS One 2010; 5:e13927. [PMID: 21085662 PMCID: PMC2978095 DOI: 10.1371/journal.pone.0013927] [Citation(s) in RCA: 128] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2010] [Accepted: 10/18/2010] [Indexed: 01/17/2023] Open
Abstract
Type I interferons (IFNs) function as the first line of defense against viral infections by modulating cell growth, establishing an antiviral state and influencing the activation of various immune cells. Viruses such as influenza have developed mechanisms to evade this defense mechanism and during infection with influenza A viruses, the non-structural protein 1 (NS1) encoded by the virus genome suppresses induction of IFNs-α/β. Here we show that expression of avian H5N1 NS1 in HeLa cells leads to a block in IFN signaling. H5N1 NS1 reduces IFN-inducible tyrosine phosphorylation of STAT1, STAT2 and STAT3 and inhibits the nuclear translocation of phospho-STAT2 and the formation of IFN-inducible STAT1:1-, STAT1:3- and STAT3:3- DNA complexes. Inhibition of IFN-inducible STAT signaling by NS1 in HeLa cells is, in part, a consequence of NS1-mediated inhibition of expression of the IFN receptor subunit, IFNAR1. In support of this NS1-mediated inhibition, we observed a reduction in expression of ifnar1 in ex vivo human non-tumor lung tissues infected with H5N1 and H1N1 viruses. Moreover, H1N1 and H5N1 virus infection of human monocyte-derived macrophages led to inhibition of both ifnar1 and ifnar2 expression. In addition, NS1 expression induces up-regulation of the JAK/STAT inhibitors, SOCS1 and SOCS3. By contrast, treatment of ex vivo human lung tissues with IFN-α results in the up-regulation of a number of IFN-stimulated genes and inhibits both H5N1 and H1N1 virus replication. The data suggest that NS1 can directly interfere with IFN signaling to enhance viral replication, but that treatment with IFN can nevertheless override these inhibitory effects to block H5N1 and H1N1 virus infections.
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Affiliation(s)
- Danlin Jia
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Ramtin Rahbar
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Renee W. Y. Chan
- Department of Pathology, University of Hong Kong, Hong Kong, People's Republic of China
- Department of Microbiology, University of Hong Kong, Hong Kong, People's Republic of China
| | - Suki M. Y. Lee
- Department of Microbiology, University of Hong Kong, Hong Kong, People's Republic of China
| | - Michael C. W. Chan
- Department of Microbiology, University of Hong Kong, Hong Kong, People's Republic of China
| | - Ben Xuhao Wang
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Darren P. Baker
- Biogen Idec Inc., Cambridge, Massachusetts, United States of America
| | - Bing Sun
- Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, People's Republic of China
| | - J. S. Malik Peiris
- Department of Microbiology, University of Hong Kong, Hong Kong, People's Republic of China
| | - John M. Nicholls
- Department of Pathology, University of Hong Kong, Hong Kong, People's Republic of China
| | - Eleanor N. Fish
- Department of Immunology, University of Toronto, Toronto, Canada
- Division of Cell and Molecular Biology, Toronto General Research Institute, University Health Network, Toronto, Canada
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31
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Yan S, Wu G. Evidence obtained from ANOVA to reason cross-species infection and cross-subtype mutation in neuraminidases of influenza A viruses. Transbound Emerg Dis 2010; 57:254-61. [PMID: 20545912 DOI: 10.1111/j.1865-1682.2010.01143.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The current pandemic of A/H1N1 influenza raises a serious question on cross-species infection and cross-subtype mutation because our previous focus on possible influenza pandemic laid on H5N1 subtype and the cross-species infection between avian and human. In this study, we analyse 3874 neuraminidases from influenza A viruses using anova to answer the question of if there is barrier between species and between subtypes. The results show that there is no cross-species barrier in some species, and the intra-species variation is larger than the inter-species variation in some species hosting the viruses, and the cross-subtype mutation is possible because there is no cross-subtype barrier in some subtypes and the intra-subtype variation is larger than the inter-subtype variation in some subtypes. These results highlight the state of barrier of influenza A virus, which can help us understand the current pandemic and manufacture more effective vaccines.
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Affiliation(s)
- S Yan
- National Engineering Research Center for Non-food Biorefinery, Guangxi Academy of Sciences, Nanning, Guangxi, China
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Frank M, Schloissnig S. Bioinformatics and molecular modeling in glycobiology. Cell Mol Life Sci 2010; 67:2749-72. [PMID: 20364395 PMCID: PMC2912727 DOI: 10.1007/s00018-010-0352-4] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2009] [Revised: 03/08/2010] [Accepted: 03/11/2010] [Indexed: 12/11/2022]
Abstract
The field of glycobiology is concerned with the study of the structure, properties, and biological functions of the family of biomolecules called carbohydrates. Bioinformatics for glycobiology is a particularly challenging field, because carbohydrates exhibit a high structural diversity and their chains are often branched. Significant improvements in experimental analytical methods over recent years have led to a tremendous increase in the amount of carbohydrate structure data generated. Consequently, the availability of databases and tools to store, retrieve and analyze these data in an efficient way is of fundamental importance to progress in glycobiology. In this review, the various graphical representations and sequence formats of carbohydrates are introduced, and an overview of newly developed databases, the latest developments in sequence alignment and data mining, and tools to support experimental glycan analysis are presented. Finally, the field of structural glycoinformatics and molecular modeling of carbohydrates, glycoproteins, and protein-carbohydrate interaction are reviewed.
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Affiliation(s)
- Martin Frank
- Molecular Structure Analysis Core Facility-W160, Deutsches Krebsforschungszentrum (German Cancer Research Centre), 69120 Heidelberg, Germany.
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Gloster TM, Davies GJ. Glycosidase inhibition: assessing mimicry of the transition state. Org Biomol Chem 2010; 8:305-20. [PMID: 20066263 PMCID: PMC2822703 DOI: 10.1039/b915870g] [Citation(s) in RCA: 191] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2009] [Accepted: 09/30/2009] [Indexed: 12/15/2022]
Abstract
Glycoside hydrolases, the enzymes responsible for hydrolysis of the glycosidic bond in di-, oligo- and polysaccharides, and glycoconjugates, are ubiquitous in Nature and fundamental to existence. The extreme stability of the glycosidic bond has meant these enzymes have evolved into highly proficient catalysts, with an estimated 10(17) fold rate enhancement over the uncatalysed reaction. Such rate enhancements mean that enzymes bind the substrate at the transition state with extraordinary affinity; the dissociation constant for the transition state is predicted to be 10(-22) M. Inhibition of glycoside hydrolases has widespread application in the treatment of viral infections, such as influenza and HIV, lysosomal storage disorders, cancer and diabetes. If inhibitors are designed to mimic the transition state, it should be possible to harness some of the transition state affinity, resulting in highly potent and specific drugs. Here we examine a number of glycosidase inhibitors which have been developed over the past half century, either by Nature or synthetically by man. A number of criteria have been proposed to ascertain which of these inhibitors are true transition state mimics, but these features have only be critically investigated in a very few cases.
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Affiliation(s)
- Tracey M. Gloster
- York Structural Biology Laboratory, Department of Chemistry, University of York, Heslington, York YO10 5YW, UK. ; ; Fax: +44 1904 328266; Tel: +44 1904 328260
- Department of Chemistry, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Gideon J. Davies
- York Structural Biology Laboratory, Department of Chemistry, University of York, Heslington, York YO10 5YW, UK. ; ; Fax: +44 1904 328266; Tel: +44 1904 328260
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Monti E, Bonten; E, D'Azzo A, Bresciani R, Venerando B, Borsani G, Schauer R, Tettamanti G. Sialidases in Vertebrates. Adv Carbohydr Chem Biochem 2010; 64:403-79. [DOI: 10.1016/s0065-2318(10)64007-3] [Citation(s) in RCA: 135] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Schauer R. Sialic acids as regulators of molecular and cellular interactions. Curr Opin Struct Biol 2009; 19:507-14. [PMID: 19699080 PMCID: PMC7127376 DOI: 10.1016/j.sbi.2009.06.003] [Citation(s) in RCA: 517] [Impact Index Per Article: 34.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2009] [Revised: 05/20/2009] [Accepted: 06/24/2009] [Indexed: 12/16/2022]
Abstract
The wide occurrence of sialic acids (Sia) in various chemical forms linked as monomers or polymers in an outstanding position in a multitude of complex carbohydrates of animals and microorganisms renders them as most versatile function modulators in cell biology and pathology. A survey is presented of recent advances in the study of the influences that Sias have as bulky hydrophilic and electronegatively charged monosaccharides on animal cells and on their interaction with microorganisms. Some highlights are: sialylation leads to increased anti-inflammatory activity of IgG antibodies, facilitates the escape of microorganisms from the host's immune system, and in polymeric form is involved in the regulation of embryogenesis and neuronal growth and function. The role of siglecs in immunoregulation, the dynamics of lymphocyte binding to selectins and the interactions of toxins, viruses, and other microorganisms with the host's Sia are now better understood. N-Glycolylneuraminic acid from food is antigenic in man and seems to have pathogenic potential. Sia O-acetylation mediated by various eukaryotic and prokaryotic O-acetyltransferases modulates the affinity of these monosaccharides to mammalian and microbial receptors and hinders apoptosis. The functionally versatile O-acetylated ganglioside GD3 is an onco-fetal antigen.
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Affiliation(s)
- Roland Schauer
- Biochemisches Institut, Christian-Albrechts-Universität, Olshausenstr. 40, D-24098 Kiel, Germany.
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