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Bello M. Impact of tetramerization on the ligand recognition of N1 influenza neuraminidase via MMGBSA approach. Biopolymers 2018; 110:e23251. [PMID: 30589081 DOI: 10.1002/bip.23251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Revised: 12/03/2018] [Accepted: 12/07/2018] [Indexed: 11/09/2022]
Abstract
Influenza virus neuraminidase (NA) is a homotetrameric surface protein that, in contrast to other non-influenza NAs, requires a quaternary assembly to exhibit enzymatic activity, suggesting that the oligomeric state significantly impacts the active site of influenza NA. Nevertheless, most structure-based drug design studies have been reported by employing the monomeric state in the closed or open-loop due to the computational cost of employing the tetrameric NA. In this work, we present MD simulations coupled to the MMGBSA approach of avian N1 type NA in its monomeric and tetrameric closed and open-loop state both with and without the inhibitor oseltamivir and its natural substrate, sialic acid. Structural and energetic analyses revealed that the tetrameric state impacts flexibility as well as the map of interactions participating in stabilizing the protein-ligand complexes with respect to the monomeric state. It was observed that the tetrameric state exerts dissimilar effects in binding affinity, characteristic of positive and negative cooperativity for oseltamivir and sialic acid, respectively. Based on our results, to perform a confident structure-based drug design, as well as to evaluate the impact of key mutations through MD simulations, it is important to consider the tetrameric state closed-loop state.
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Affiliation(s)
- Martiniano Bello
- Laboratorio de Modelado Molecular, Bioinformática y Diseño de Fármacos de la Escuela Superior de Medicina, Instituto Politécnico Nacional, México City, Mexico
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2
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Liang Z, Li QX. π-Cation Interactions in Molecular Recognition: Perspectives on Pharmaceuticals and Pesticides. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:3315-3323. [PMID: 29522678 PMCID: PMC7357627 DOI: 10.1021/acs.jafc.8b00758] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The π-cation interaction that differs from the cation-π interaction is a valuable concept in molecular design of pharmaceuticals and pesticides. In this Perspective we present an up-to-date review (from 1995 to 2017) on bioactive molecules involving π-cation interactions with the recognition site, and categorize into systems of inhibitor-enzyme, ligand-receptor, ligand-transporter, and hapten-antibody. The concept of π-cation interactions offers use of π systems in a small molecule to enhance the binding affinity, specificity, selectivity, lipophilicity, bioavailability, and metabolic stability, which are physiochemical features desired for drugs and pesticides.
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Affiliation(s)
| | - Qing X. Li
- Corresponding Author: . Fax: (808) 965-3542
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Hsu KC, Hung HC, HuangFu WC, Sung TY, Eight Lin T, Fang MY, Chen IJ, Pathak N, Hsu JTA, Yang JM. Identification of neuraminidase inhibitors against dual H274Y/I222R mutant strains. Sci Rep 2017; 7:12336. [PMID: 28951584 PMCID: PMC5615050 DOI: 10.1038/s41598-017-12101-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 08/31/2017] [Indexed: 01/03/2023] Open
Abstract
Influenza is an annual seasonal epidemic that has continually drawn public attentions, due to the potential death toll and drug resistance. Neuraminidase, which is essential for the spread of influenza virus, has been regarded as a valid target for the treatment of influenza infection. Although neuraminidase drugs have been developed, they are susceptible to drug-resistant mutations in the sialic-binding site. In this study, we established computational models (site-moiety maps) of H1N1 and H5N1 to determine properties of the 150-cavity, which is adjacent to the drug-binding site. The models reveal that hydrogen-bonding interactions with residues R118, D151, and R156 and van der Waals interactions with residues Q136, D151, and T439 are important for identifying 150-cavitiy inhibitors. Based on the models, we discovered three new inhibitors with IC50 values <10 μM that occupies both the 150-cavity and sialic sites. The experimental results identified inhibitors with similar activities against both wild-type and dual H274Y/I222R mutant neuraminidases and showed little cytotoxic effects. Furthermore, we identified three new inhibitors situated at the sialic-binding site with inhibitory effects for normal neuraminidase, but lowered effects for mutant strains. The results suggest that the new inhibitors can be used as a starting point to combat drug-resistant strains.
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Affiliation(s)
- Kai-Cheng Hsu
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Hui-Chen Hung
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli, Taiwan
| | - Wei-Chun HuangFu
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Tzu-Ying Sung
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, Taiwan
| | - Tony Eight Lin
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Ming-Yu Fang
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli, Taiwan
| | - I-Jung Chen
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli, Taiwan
| | - Nikhil Pathak
- TIGP-Bioinformatics, Institute of Information Science, Academia Sinica, Taipei, Taiwan
| | - John T-A Hsu
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli, Taiwan. .,Department of Biological Science and Technology, National Chiao Tung University, Hsinchu, Taiwan.
| | - Jinn-Moon Yang
- Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, Taiwan. .,Department of Biological Science and Technology, National Chiao Tung University, Hsinchu, Taiwan.
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Neri-Bazán RM, García-Machorro J, Méndez-Luna D, Tolentino-López LE, Martínez-Ramos F, Padilla-Martínez II, Aguilar-Faisal L, Soriano-Ursúa MA, Trujillo-Ferrara JG, Fragoso-Vázquez MJ, Barrón BL, Correa-Basurto J. Design, in silico studies, synthesis and in vitro evaluation of oseltamivir derivatives as inhibitors of neuraminidase from influenza A virus H1N1. Eur J Med Chem 2017; 128:154-167. [PMID: 28182988 DOI: 10.1016/j.ejmech.2017.01.039] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 12/22/2016] [Accepted: 01/23/2017] [Indexed: 02/07/2023]
Abstract
Since the neuraminidase (NA) enzyme of the influenza A virus plays a key role in the process of release of new viral particles from a host cell, it is often a target for new drug design. The emergence of NA mutations, such as H275Y, has led to great resistance against neuraminidase inhibitors, including oseltamivir and zanamivir. Hence, we herein designed a set of derivatives by modifying the amine and/or carboxylic groups of oseltamivir. After being screened for their physicochemical (Lipinski's rule) and toxicological properties, the remaining compounds were submitted to molecular and theoretical studies. The docking simulations provided insights into NA recognition patterns, demonstrating that oseltamivir modified at the carboxylic moiety and coupled with anilines had higher affinity and a better binding pose for NA than the derivatives modified at the amine group. Based on these theoretical studies, the new oseltamivir derivatives may have higher affinity to mutant variants and possibly to other viral subtypes. Accordingly, two compounds were selected for synthesis, which together with their respective intermediates were evaluated for their cytotoxicity and antiviral activities. Their biological activity was then tested in cells infected with the A/Puerto Rico/916/34 (H1N1) influenza virus, and virus yield reduction assays were performed. Additionally, by measuring neuraminidase activity with the neuraminidase assay kit it was found that the compounds produced inhibitory activity on this enzyme. Finally, the infected cells were analysed with atomic force microscopy (AFM), observing morphological changes strongly suggesting that these compounds interfered with cellular release of viral particles.
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Affiliation(s)
- Rocío M Neri-Bazán
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico
| | - Jazmín García-Machorro
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico.
| | - David Méndez-Luna
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico
| | - Luis E Tolentino-López
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico
| | - Federico Martínez-Ramos
- Laboratorio de Investigación, Departamento de Química Inorgánica, Departamento de Química Orgánica, Laboratorio de Virología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prolongación de Carpio y Plan de Ayala s/n, Col. Santo Tomas, 11340, Mexico
| | - Itzia I Padilla-Martínez
- Departamento de Ciencia Básica, Unidad Profesional Interdisciplinaria de Biotecnología, Instituto Politécnico Nacional, Av. Acueducto s/n., Barrio La Laguna Ticomán, 07340, Mexico
| | - Leopoldo Aguilar-Faisal
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico
| | - Marvin A Soriano-Ursúa
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico
| | - José G Trujillo-Ferrara
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico
| | - M Jonathan Fragoso-Vázquez
- Laboratorio de Investigación, Departamento de Química Inorgánica, Departamento de Química Orgánica, Laboratorio de Virología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prolongación de Carpio y Plan de Ayala s/n, Col. Santo Tomas, 11340, Mexico
| | - Blanca L Barrón
- Laboratorio de Investigación, Departamento de Química Inorgánica, Departamento de Química Orgánica, Laboratorio de Virología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prolongación de Carpio y Plan de Ayala s/n, Col. Santo Tomas, 11340, Mexico
| | - José Correa-Basurto
- Laboratorios de Modelado Molecular y Diseño de Fármacos, Bioquímica, Medicina de Conservación, Fisiología, Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional Plan de San Luis y Díaz Mirón s/n, 11340, Mexico.
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Tu V, Abed Y, Barbeau X, Carbonneau J, Fage C, Lagüe P, Boivin G. The I427T neuraminidase (NA) substitution, located outside the NA active site of an influenza A(H1N1)pdm09 variant with reduced susceptibility to NA inhibitors, alters NA properties and impairs viral fitness. Antiviral Res 2016; 137:6-13. [PMID: 27838351 DOI: 10.1016/j.antiviral.2016.11.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 10/28/2016] [Accepted: 11/09/2016] [Indexed: 01/16/2023]
Abstract
Emergence of pan neuraminidase inhibitor (NAI)-resistant variants constitutes a serious clinical concern. An influenza A(H1N1)pdm09 variant containing the I427T/Q313R neuraminidase (NA) substitutions was previously identified in a surveillance study. Although these changes are not part of the NA active site, the variant showed reduced susceptibility to many NAIs. In this study, we investigated the mechanism of resistance for the I427T/Q313R substitution and its impact on the NA enzyme and viral fitness. Recombinant wild-type (WT), I427T/Q313R and I427T A(H1N1)pdm09 viruses were generated by reverse genetics and tested for their drug susceptibilities, enzymatic properties and replication kinetics in vitro as well as their virulence in mice. Molecular dynamics (MD) simulations were performed for NA structural analysis. The I427T substitution, which was responsible for the resistance phenotype observed in the double (I427T/Q313R) mutant, induced 17-, 56-, 7-, and 14-fold increases in IC50 values against oseltamivir, zanamivir, peramivir and laninamivir, respectively. The I427T substitution alone or combined to Q313R significantly reduced NA affinity. The I427T/Q313R and to a lesser extent I427T recombinant viruses displayed reduced viral titers vs WT in vitro. In experimentally-infected mice, the mortality rates were 62.5%, 0% and 14.3% for the WT, I417T/Q313R and I427T viruses, respectively. There were about 2.5- and 2-Log reductions in mean lung viral titers on day 5 post-infection for the I427T/Q313R and I427T mutants, respectively, compared to WT. Results from simulations revealed that the I427T change indirectly altered the stability of the catalytic R368 residue of the NA enzyme causing its reduced binding to the substrate/inhibitor. This study demonstrates that the I427T/Q313R mutant, not only alters NAI susceptibility but also compromises NA properties and viral fitness, which could explain its infrequent detection in clinic.
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Affiliation(s)
- Véronique Tu
- Research Center in Infectious Diseases of the CHUQ-CHUL and Laval University, Québec City, QC, Canada
| | - Yacine Abed
- Research Center in Infectious Diseases of the CHUQ-CHUL and Laval University, Québec City, QC, Canada
| | - Xavier Barbeau
- Proteo and IBIS, Department of Chemistry, Faculty of Science and Engineering, Laval University, Québec City, QC, Canada
| | - Julie Carbonneau
- Research Center in Infectious Diseases of the CHUQ-CHUL and Laval University, Québec City, QC, Canada
| | - Clément Fage
- Research Center in Infectious Diseases of the CHUQ-CHUL and Laval University, Québec City, QC, Canada
| | - Patrick Lagüe
- Proteo and IBIS, Department of Biochemistry, Microbiology and Bioinformatics, Faculty of Science and Engineering, Laval University, Québec City, QC, Canada
| | - Guy Boivin
- Research Center in Infectious Diseases of the CHUQ-CHUL and Laval University, Québec City, QC, Canada.
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Yang Z, Wu F, Yuan X, Zhang L, Zhang S. Novel binding patterns between ganoderic acids and neuraminidase: Insights from docking, molecular dynamics and MM/PBSA studies. J Mol Graph Model 2016; 65:27-34. [PMID: 26905206 DOI: 10.1016/j.jmgm.2016.02.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 02/11/2016] [Accepted: 02/12/2016] [Indexed: 01/09/2023]
Abstract
Recently, ganoderic acids (GAs) give rise to the attractive candidates of novel neuraminidase (NA) inhibitors. However, there is still no evident conclusion about their binding patterns. To this end, docking, molecular dynamics and MM/PBSA methods were combined to study the binding profiles of GAs with the N1 protein and familiar H274Y and N294S mutations (A/Vietnam/1203/04 stain). It was found that the binding affinities of ganoderic acid DM and Z (ΔGbind, -16.83 and -10.99 kcal mol(-1)) are comparable to that of current commercial drug oseltamivir (-23.62 kcal mol(-1)). Electrostatic interaction is the main driving force, and should be one important factor to evaluate the binding quality and rational design of NA inhibitors. The 150-loop residues Asp151 and Arg152 played an important role in the binding processes. Further analysis revealed that ganoderic acid DM is a potential source of anti-influenza ingredient, with novel binding pattern and advantage over oseltamivir. It had steric hindrance on the 150 cavity of N1 protein, and exerted activities across the H274Y and N294S mutations. This work also pointed out how to effectively design dual-site NA inhibitors and reinforce their affinities. These findings should prove valuable for the in-depth understanding of interactions between NA and GAs, and warrant the experimental aspects to design novel anti-influenza drugs.
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Affiliation(s)
- Zhiwei Yang
- Department of Applied Physics, Xi'an Jiaotong University, Xi'an 710049, PR China; School of Basic Medical Sciences, Jiamusi University, Jiamusi 154007, PR China.
| | - Fei Wu
- School of Basic Medical Sciences, Jiamusi University, Jiamusi 154007, PR China
| | - Xiaohui Yuan
- Institute of Biomedicine, Jinan University, Guangzhou 510632, PR China
| | - Lei Zhang
- Department of Applied Physics, Xi'an Jiaotong University, Xi'an 710049, PR China
| | - Shengli Zhang
- Department of Applied Physics, Xi'an Jiaotong University, Xi'an 710049, PR China.
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