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Jitonnom J, Meelua W, Tue-Nguen P, Saparpakorn P, Hannongbua S, Chotpatiwetchkul W. 3D-QSAR and molecular docking studies of peptide-hybrids as dengue virus NS2B/NS3 protease inhibitors. Chem Biol Interact 2024; 396:111040. [PMID: 38735453 DOI: 10.1016/j.cbi.2024.111040] [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: 12/26/2023] [Revised: 04/11/2024] [Accepted: 05/05/2024] [Indexed: 05/14/2024]
Abstract
Global warming and climate change have made dengue disease a global health issue. More than 50 % of the world's population is at danger of dengue virus (DENV) infection, according to the World Health Organization (WHO). Therefore, a clinically approved dengue fever vaccination and effective treatment are needed. Peptide medication development is new pharmaceutical research. Here we intend to recognize the structural features inhibiting the DENV NS2B/NS3 serine protease for a series of peptide-hybrid inhibitors (R1-R2-Lys-R3-NH2) by the 3D-QSAR technique. Comparative molecular field analysis (q2 = 0.613, r2 = 0.938, r2pred = 0.820) and comparative molecular similarity indices analysis (q2 = 0.640, r2 = 0.928, r2pred = 0.693) were established, revealing minor, electropositive, H-bond acceptor groups at the R1 position, minor, electropositive, H-bond donor groups at the R2 position, and bulky, hydrophobic groups at the R3 position for higher inhibitory activity. Docking studies revealed extensive H-bond and hydrophobic interactions in the binding of tripeptide analogues to the NS2B/NS3 protease. This study provides an insight into the key structural features for the design of peptide-based inhibitors of DENV NS2B/NS3 protease.
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Affiliation(s)
- Jitrayut Jitonnom
- Unit of Excellence in Computational Molecular Science and Catalysis, University of Phayao, Phayao, 56000, Thailand; Division of Chemistry, School of Science, University of Phayao, Phayao, 56000, Thailand.
| | - Wijitra Meelua
- Unit of Excellence in Computational Molecular Science and Catalysis, University of Phayao, Phayao, 56000, Thailand; Division of Chemistry, School of Science, University of Phayao, Phayao, 56000, Thailand
| | - Panthip Tue-Nguen
- Unit of Excellence in Computational Molecular Science and Catalysis, University of Phayao, Phayao, 56000, Thailand; Program in Chemistry, Faculty of Science and Technology, Uttaradit Rajabhat University, Uttaradit, 53000, Thailand
| | | | - Supa Hannongbua
- Department of Chemistry, Faculty of Science, Kasetsart University, Bangkok, 10900 Thailand
| | - Warot Chotpatiwetchkul
- Applied Computational Chemistry Research Unit, Department of Chemistry, School of Science, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand.
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2
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Legigan T, Migianu-Griffoni E, Redouane MA, Descamps A, Deschamp J, Gager O, Monteil M, Barbault F, Lecouvey M. Synthesis and preliminary anticancer evaluation of new triazole bisphosphonate-based isoprenoid biosynthesis inhibitors. Eur J Med Chem 2021; 214:113241. [PMID: 33571830 DOI: 10.1016/j.ejmech.2021.113241] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/25/2021] [Accepted: 01/25/2021] [Indexed: 01/12/2023]
Abstract
The synthesis of a new set of triazole bisphosphonates 8a-d and 9a-d presenting an alkyl or phenyl substituent at the C-4 or C-5 position of the triazole ring is described. These compounds have been evaluated for their antiproliferative activity against MIA PaCa-2 (pancreas), MDA-MB-231 (breast) and A549 (lung) human tumor cell lines. 4-hexyl- and 4-octyltriazole bisphosphonates 8b-c both displayed remarkable antiproliferative activities with IC50 values in the micromolar range (0.75-2.4 μM) and were approximately 4 to 12-fold more potent than zoledronate. Moreover, compound 8b inhibits geranylgeranyl pyrophosphate biosynthesis in MIA PaCa-2 cells which ultimately led to tumor cells death.
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Affiliation(s)
- Thibaut Legigan
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France.
| | - Evelyne Migianu-Griffoni
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France
| | - Mohamed Abdenour Redouane
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France
| | - Aurélie Descamps
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France
| | - Julia Deschamp
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France
| | - Olivier Gager
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France
| | - Maëlle Monteil
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France
| | | | - Marc Lecouvey
- Université Sorbonne Paris Nord, UMR-CNRS 7244, Laboratoire Chimie, Structures, Propriétés de Biomatériaux et d'Agents Thérapeutiques (CSPBAT), équipe Chimie Bioorganique et Synthèse, 1 rue de Chablis, 93000, Bobigny, France.
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3
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Nguyen T, Nguyen T, Anquetin G, Reisberg S, Noël V, Mattana G, Touzeau J, Barbault F, Pham M, Piro B. Triggering the Electrolyte-Gated Organic Field-Effect Transistor output characteristics through gate functionalization using diazonium chemistry: Application to biodetection of 2,4-dichlorophenoxyacetic acid. Biosens Bioelectron 2018; 113:32-38. [DOI: 10.1016/j.bios.2018.04.051] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 04/17/2018] [Accepted: 04/24/2018] [Indexed: 01/20/2023]
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4
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Sepehri S, Soleymani S, Zabihollahi R, Aghasadeghi MR, Sadat M, Saghaie L, Memarian HR, Fassihi A. Design, Synthesis, and Anti-HIV-1 Evaluation of a Novel Series of 1,2,3,4-Tetrahydropyrimidine-5-Carboxylic Acid Derivatives. Chem Biodivers 2018; 15:e1700502. [PMID: 29411517 DOI: 10.1002/cbdv.201700502] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 02/02/2018] [Indexed: 01/04/2023]
Abstract
A series of tetrahydropyrimidine derivatives (2a - 2l) were designed, synthesized, and screened for anti-HIV-1 properties based on the structures of HIV-1 gp41 binding site inhibitors, NB-2 and NB-64. A computational study was performed to predict the pharmacodynamics, pharmacokinetics, and drug-likeness features of the studied molecules. Docking studies revealed that the carboxylic acid group in the molecules forms salt bridges with either Lys574 or Arg579. Physiochemical properties (e.g., molecular weight, number of hydrogen bond donors, number of hydrogen bond acceptors, and number of rotatable bonds) of the synthesized compounds confirmed and exhibited that these compounds were within the range set by Lipinski's rule of five. Compounds 2e and 2k with 4-chlorophenyl substituent and 4-methylphenyl group at C(4) position of the tetrahydropyrimidine ring was the most potent one among the tested compounds. This suggests that these compounds may serve as leads for development of novel small-molecule HIV-1 inhibitors.
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Affiliation(s)
- Saghi Sepehri
- Department of Medicinal Chemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, 81746-73461, Iran.,Department of Medicinal Chemistry, School of Pharmacy, Ardabil University of Medical Sciences, Ardabil, 5618953141, Iran
| | - Sepehr Soleymani
- Department of Hepatitis and AIDS, Pasteur Institute of Iran, No. 69, Pasteur Ave, Tehran, 13169-43551, Iran
| | - Rezvan Zabihollahi
- Department of Hepatitis and AIDS, Pasteur Institute of Iran, No. 69, Pasteur Ave, Tehran, 13169-43551, Iran
| | - Mohammad R Aghasadeghi
- Department of Hepatitis and AIDS, Pasteur Institute of Iran, No. 69, Pasteur Ave, Tehran, 13169-43551, Iran
| | - Mehdi Sadat
- Department of Hepatitis and AIDS, Pasteur Institute of Iran, No. 69, Pasteur Ave, Tehran, 13169-43551, Iran
| | - Lotfollah Saghaie
- Department of Medicinal Chemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, 81746-73461, Iran
| | - Hamid R Memarian
- Department of Chemistry, Faculty of Sciences, University of Isfahan, Isfahan, 81746-73441, Iran
| | - Afshin Fassihi
- Department of Medicinal Chemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, 81746-73461, Iran
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5
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Pancera M, Lai YT, Bylund T, Druz A, Narpala S, O’Dell S, Schön A, Bailer RT, Chuang GY, Geng H, Louder MK, Rawi R, Soumana DI, Finzi A, Herschhorn A, Madani N, Sodroski J, Freire E, Langley DR, Mascola JR, McDermott AB, Kwong PD. Crystal structures of trimeric HIV envelope with entry inhibitors BMS-378806 and BMS-626529. Nat Chem Biol 2017; 13:1115-1122. [PMID: 28825711 PMCID: PMC5676566 DOI: 10.1038/nchembio.2460] [Citation(s) in RCA: 104] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 07/19/2017] [Indexed: 01/27/2023]
Abstract
The HIV-1 envelope (Env) spike is a conformational machine that transitions between prefusion (closed, CD4- and CCR5-bound) and postfusion states to facilitate HIV-1 entry into cells. Although the prefusion closed conformation is a potential target for inhibition, development of small-molecule leads has been stymied by difficulties in obtaining structural information. Here, we report crystal structures at 3.8-Å resolution of an HIV-1-Env trimer with BMS-378806 and a derivative BMS-626529 for which a prodrug version is currently in Phase III clinical trials. Both lead candidates recognized an induced binding pocket that was mostly excluded from solvent and comprised of Env elements from a conserved helix and the β20-21 hairpin. In both structures, the β20-21 region assumed a conformation distinct from prefusion-closed and CD4-bound states. Together with biophysical and antigenicity characterizations, the structures illuminate the allosteric and competitive mechanisms by which these small-molecule leads inhibit CD4-induced structural changes in Env.
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Affiliation(s)
- Marie Pancera
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Yen-Ting Lai
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Tatsiana Bylund
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Aliaksandr Druz
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Sandeep Narpala
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Sijy O’Dell
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Arne Schön
- Department of Biology, Johns Hopkins University, Baltimore, Maryland
| | - Robert T. Bailer
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Gwo-Yu Chuang
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Hui Geng
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Mark K. Louder
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Reda Rawi
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Djade I. Soumana
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Andrés Finzi
- Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, Quebec, Canada
| | - Alon Herschhorn
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Navid Madani
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joseph Sodroski
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ernesto Freire
- Department of Biology, Johns Hopkins University, Baltimore, Maryland
| | - David R. Langley
- Computer Assisted Drug Design, Bristol-Myers Squibb, Research and Development, Wallingford, Connecticut
| | - John R. Mascola
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Adrian B. McDermott
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
| | - Peter D. Kwong
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland
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6
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Heredia A, Latinovic OS, Barbault F, de Leeuw EPH. A novel small-molecule inhibitor of HIV-1 entry. DRUG DESIGN DEVELOPMENT AND THERAPY 2015; 9:5469-78. [PMID: 26491257 PMCID: PMC4598220 DOI: 10.2147/dddt.s89338] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background Antiretroviral therapy has transformed HIV-1 infection into a managed condition with near-normal life expectancy. However, a significant number of patients remain with limited therapeutic options due to HIV-1 resistance, side effects, or drug costs. Further, it is likely that current drugs will not retain efficacy, due to risks of side effects and transmitted resistance. Results We describe compound 5660386 (3-ethyl-2-[3-(1,3,3-trimethyl-1,3-dihydro-2H-indol-2-ylidene)-1-propen-1-yl]-1,3-benzothiazol-3-ium) as a novel inhibitor of HIV-1 entry. Compound 5660386 inhibits HIV-1 entry in cell lines and primary cells, binds to HIV-1 envelope protein, and inhibits the interaction of GP120 to CD4. Further, compound 5660386 showed a unique and broad-range activity against primary HIV-1 isolates from different subtypes and geographical areas. Conclusion Development of small-molecule entry inhibitors of HIV-1 such as 5660386 may lead to novel classes of anti-HIV-1 therapeutics. These inhibitors may be particularly effective against viruses resistant to current antiretroviral drugs and could have potential applications in both treatment and prevention.
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Affiliation(s)
- Alonso Heredia
- Department of Medicine, University of Maryland Baltimore School of Medicine, Baltimore, MD, USA ; Institute of Human Virology, University of Maryland Baltimore School of Medicine, Baltimore, MD, USA
| | - Olga S Latinovic
- Department of Microbiology and Immunology, University of Maryland Baltimore School of Medicine, Baltimore, MD, USA ; Institute of Human Virology, University of Maryland Baltimore School of Medicine, Baltimore, MD, USA
| | - Florent Barbault
- Univ Paris Diderot, Sorbonne Paris Cité, ITODYS, UMRCNRS7086, Paris, France
| | - Erik P H de Leeuw
- Institute of Human Virology, University of Maryland Baltimore School of Medicine, Baltimore, MD, USA ; Department of Biochemistry and Molecular Biology, University of Maryland Baltimore School of Medicine, Baltimore, MD, USA
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7
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Molecular modeling study of the induced-fit effect on kinase inhibition: the case of fibroblast growth factor receptor 3 (FGFR3). J Comput Aided Mol Des 2015; 29:619-41. [DOI: 10.1007/s10822-015-9841-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2014] [Accepted: 03/17/2015] [Indexed: 10/23/2022]
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8
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Martin NJ, Ferreiro SF, Barbault F, Nicolas M, Lecellier G, Paetz C, Gaysinski M, Alonso E, Thomas OP, Botana LM, Raharivelomanana P. Indole alkaloids from the Marquesan plant Rauvolfia nukuhivensis and their effects on ion channels. PHYTOCHEMISTRY 2015; 109:84-95. [PMID: 25468537 DOI: 10.1016/j.phytochem.2014.10.026] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Revised: 10/12/2014] [Accepted: 10/20/2014] [Indexed: 06/04/2023]
Abstract
In addition to the already reported nukuhivensiums 1 and 2, 11 indole alkaloids were isolated from the bark of the plant Rauvolfia nukuhivensis, growing in the Marquesas archipelago. The known sandwicine (3), isosandwicine (4), spegatrine (8), lochneram (9), flavopereirine (13) have been found in this plant together with the norsandwicine (5), isonorsandwicine (6), Nb-methylisosandwicine (7), 10-methoxypanarine (10), nortueiaoine (11), tueiaoine (12). The structure elucidation was performed on the basis of a deep exploration of the NMR and HRESIMS data as well as comparison with literature data for similar compounds. Norsandwicine, 10-methoxypanarine, tueiaoine, and more importantly nukuhivensiums, were shown to significantly induce a reduction of IKr amplitude (HERG current). Molecular modelling through docking was performed in order to illustrate this result.
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Affiliation(s)
- Nicolas J Martin
- Laboratoire EIMS UMR 241 EIO, Université de la Polynésie française, BP 6570, 98702 Faa'a, Tahiti, French Polynesia.
| | - Sara F Ferreiro
- Departamento de Farmacología, Facultad de Veterinaria, Universidad de Santiago de Compostela, Lugo, Spain.
| | - Florent Barbault
- Laboratoire ITODYS UMR CNRS 7086, Université Paris Diderot, Sorbonne Paris Cité, 15 rue J.-A. de Baïf, 75013 Paris, France.
| | - Mael Nicolas
- Laboratoire EIMS UMR 241 EIO, Université de la Polynésie française, BP 6570, 98702 Faa'a, Tahiti, French Polynesia.
| | - Gaël Lecellier
- Université de Versailles Saint Quentin en Yvelines, 55 Avenue des Etats-Unis, 78035 Versailles Cedex, France; Laboratoire d'Excellence "CORAIL" - Centre de Recherches Insulaires et Observatoire de l'Environnement (CRIOBE), BP 1013 - 98729, Papetoai, Moorea, French Polynesia.
| | - Christian Paetz
- MPI for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany.
| | - Marc Gaysinski
- Institut de Chimie de Nice-PCRE, UMR 7272 CNRS, Université de Nice-Sophia Antipolis, Parc Valrose, 06108 Nice, France.
| | - Eva Alonso
- Departamento de Farmacología, Facultad de Veterinaria, Universidad de Santiago de Compostela, Lugo, Spain.
| | - Olivier P Thomas
- Institut de Chimie de Nice-PCRE, UMR 7272 CNRS, Université de Nice-Sophia Antipolis, Parc Valrose, 06108 Nice, France; Institut Méditerranéen de Biodiversité et d́Ecologie marine et continentale, UMR 7263 CNRS - IRD - Aix-Marseille Université - UAPV, Station Marine d́Endoume, Rue de la Batterie des Lions, 13007 Marseille, France.
| | - Luis M Botana
- Departamento de Farmacología, Facultad de Veterinaria, Universidad de Santiago de Compostela, Lugo, Spain.
| | - Phila Raharivelomanana
- Laboratoire EIMS UMR 241 EIO, Université de la Polynésie française, BP 6570, 98702 Faa'a, Tahiti, French Polynesia.
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9
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Liu T, Huang B, Zhan P, De Clercq E, Liu X. Discovery of small molecular inhibitors targeting HIV-1 gp120-CD4 interaction drived from BMS-378806. Eur J Med Chem 2014; 86:481-90. [PMID: 25203778 DOI: 10.1016/j.ejmech.2014.09.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Revised: 09/02/2014] [Accepted: 09/04/2014] [Indexed: 01/08/2023]
Abstract
The HIV-1 entry into host cells is a complex, multi-factors involved, and multi-step process. Especially, the attachment of HIV-1 envelope glycoprotein gp120 to the host cell receptor CD4 is the first key step during entry process, representing a promising antiviral therapeutic target. Among the HIV-1 attachment inhibitors blocking the interaction between gp120 and CD4 cells, BMS-378806 and NBD-556 are two representative small molecular chemical entities. Particularly, BMS-378806 and its derivatives are newly identified class of orally bioavailable HIV-1 inhibitors that interfere gp120-CD4 interaction. In this review, we focused on describing the structure-activity relationships (SARs), structural modifications, in vitro or even in vivo pharmacodynamics and pharmacokinetics of BMS-378806 and its analogues as HIV-1 gp120 attachment inhibitors. In addition, the brief SARs, structural modifications of NBD-556 and its derivatives targeting the "Phe-43 cavity" as CD4 mimics were also described.
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Affiliation(s)
- Tao Liu
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Shandong University, 44, West Culture Road, 250012, Jinan, Shandong, PR China
| | - Boshi Huang
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Shandong University, 44, West Culture Road, 250012, Jinan, Shandong, PR China
| | - Peng Zhan
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Shandong University, 44, West Culture Road, 250012, Jinan, Shandong, PR China.
| | - Erik De Clercq
- Rega Institute for Medical Research, K.U. Leuven, Minderbroedersstraat 10, B-3000 Leuven, Belgium
| | - Xinyong Liu
- Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), School of Pharmaceutical Sciences, Shandong University, 44, West Culture Road, 250012, Jinan, Shandong, PR China.
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10
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Parker CG, Dahlgren MK, Tao RN, Li DT, Douglass EF, Shoda T, Jawanda N, Spasov KA, Lee S, Zhou N, Domaoal RA, Sutton RE, Anderson KS, Jorgensen WL, Krystal M, Spiegel DA. Illuminating HIV gp120-Ligand Recognition through Computationally-Driven Optimization of Antibody-Recruiting Molecules. Chem Sci 2014; 5:2311-2317. [PMID: 25379167 PMCID: PMC4217211 DOI: 10.1039/c4sc00484a] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Here we report on the structure-based optimization of antibody-recruiting molecules targeting HIV gp120 (ARM-H). These studies have leveraged a combination of medicinal chemistry, biochemical and cellular assay analysis, and computation. Our findings have afforded an optimized analog of ARM-H, which is ~1000 fold more potent in gp120-binding and MT-2 antiviral assays than our previously reported derivative. Furthermore, computational analysis, taken together with experimental data, provides evidence that azaindole- and indole-based attachment inhibitors bind gp120 at an accessory hydrophobic pocket beneath the CD4-binding site and can also adopt multiple unique binding modes in interacting with gp120. These results are likely to prove highly enabling in the development of novel HIV attachment inhibitors, and more broadly, they suggest novel applications for ARMs as probes of conformationally flexible systems.
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Affiliation(s)
| | - Markus K Dahlgren
- Department of Chemistry, Yale University, New Haven, Connecticut 06520
| | - Ran N Tao
- Department of Chemistry, Yale University, New Haven, Connecticut 06520
| | - Don T Li
- Department of Chemistry, Yale University, New Haven, Connecticut 06520
| | - Eugene F Douglass
- Department of Chemistry, Yale University, New Haven, Connecticut 06520
| | - Takuji Shoda
- Department of Chemistry, Yale University, New Haven, Connecticut 06520
| | - Navneet Jawanda
- Section of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Krasimir A Spasov
- Department of Pharmacology, Yale School of Medicine, New Haven, Connecticut 06510
| | - Sangil Lee
- Bristol-Myers Squibb, Research and Development, Wallingford, CT 06492
| | - Nannan Zhou
- Bristol-Myers Squibb, Research and Development, Wallingford, CT 06492
| | - Robert A Domaoal
- Department of Pharmacology, Yale School of Medicine, New Haven, Connecticut 06510
| | - Richard E Sutton
- Section of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Karen S Anderson
- Department of Pharmacology, Yale School of Medicine, New Haven, Connecticut 06510 ; Department of Molecular Biophysics and Biochemistry, Yale School of Medicine, New Haven, Connecticut 06510
| | | | - Mark Krystal
- Bristol-Myers Squibb, Research and Development, Wallingford, CT 06492
| | - David A Spiegel
- Department of Chemistry, Yale University, New Haven, Connecticut 06520 ; Department of Pharmacology, Yale School of Medicine, New Haven, Connecticut 06510
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11
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Gu WG, Zhang X, Yuan JF. Anti-HIV drug development through computational methods. AAPS JOURNAL 2014; 16:674-80. [PMID: 24760437 DOI: 10.1208/s12248-014-9604-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Accepted: 04/02/2014] [Indexed: 11/30/2022]
Abstract
Although highly active antiretroviral therapy (HAART) is effective in controlling the progression of AIDS, the emergence of drug-resistant strains increases the difficulty of successful treatment of patients with HIV infection. Increasing numbers of patients are facing the dilemma that comes with the running out of drug combinations for HAART. Computational methods play a key role in anti-HIV drug development. A substantial number of studies have been performed in anti-HIV drug development using various computational methods, such as virtual screening, QSAR, molecular docking, and homology modeling, etc. In this review, we summarize recent advances in the application of computational methods to anti-HIV drug development for five key targets as follows: reverse transcriptase, protease, integrase, CCR5, and CXCR4. We hope that this review will stimulate researchers from multiple disciplines to consider computational methods in the anti-HIV drug development process.
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Affiliation(s)
- Wan-Gang Gu
- Department of Immunology, Zunyi Medical University, Zunyi, 563003, Guizhou, China,
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12
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Balupuri A, Gadhe CG, Balasubramanian PK, Kothandan G, Cho SJ. In silico study on indole derivatives as anti HIV-1 agents: a combined docking, molecular dynamics and 3D-QSAR study. Arch Pharm Res 2013; 37:1001-15. [DOI: 10.1007/s12272-013-0313-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2013] [Accepted: 12/03/2013] [Indexed: 10/25/2022]
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13
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Gadhe CG, Kothandan G, Cho SJ. Characterization of Binding Mode of the Heterobiaryl gp120 Inhibitor in HIV-1 Entry: A Molecular Docking and Dynamics Simulation Study. B KOREAN CHEM SOC 2013. [DOI: 10.5012/bkcs.2013.34.8.2466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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14
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Ruan ZX, Huangfu DS, Sun PH, Chen WM. Molecular modeling studies on 3,4-dihydroquinazolines as trypanothione reductase inhibitors using 3D-QSAR and docking approaches. Med Chem Res 2013. [DOI: 10.1007/s00044-012-0335-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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15
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Teixeira C, Serradji N, Amroune S, Storck K, Rogez-Kreuz C, Clayette P, Barbault F, Maurel F. Is the conformational flexibility of piperazine derivatives important to inhibit HIV-1 replication? J Mol Graph Model 2013; 44:91-103. [DOI: 10.1016/j.jmgm.2013.05.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Revised: 04/29/2013] [Accepted: 05/05/2013] [Indexed: 10/26/2022]
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16
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Korovitch A, Le Roux A, Barbault F, Hémadi M, Ha-Duong NT, Lion C, Wagner A, El Hage Chahine JM. A new series of Cs+, K+ and Na+ chelators: Synthesis, kinetics, thermodynamics and modeling. Inorganica Chim Acta 2013. [DOI: 10.1016/j.ica.2012.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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17
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Li L, Chen H, Zhao RN, Han JG. The investigations on HIV-1 gp120 bound with BMS-488043 by using docking and molecular dynamics simulations. J Mol Model 2012; 19:905-17. [PMID: 23086459 DOI: 10.1007/s00894-012-1619-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2011] [Accepted: 09/30/2012] [Indexed: 11/30/2022]
Abstract
BMS-488043, like its predecessor BMS-378806, is a small molecule that can block the interactions between gp120 and CD4, and has shown good clinical efficacy. However, the crystal structure of drug-gp120 complexes or the full-length gp120 free of bound ligand is unpublished until now. Docking combined with molecular dynamics simulation is used to investigate the binding mode between BMS-488043 and gp120. On the basis of the analysis of the simulated results, the plausible binding mode is acquired, such as the changes of binding mode in the trajectory and the calculated binding free energy. Subsequently, a number of residues which make contacts with the small molecule are studied by binding free energy decomposition to understand the mutation experiments, such as Trp427, Ser375, and Thr257 residues with the help of the acquired binding mode above. Especially, the importance of the hydrophobic groove formed by residues Ile371 and Gly472 which bind BMS-488043 is elaborated, which has not been explored much. In addition, theoretical investigations on the dynamics behavior of the gp120 associated with BMS-488043 enhanced binding are performed; the results indicate that the BMS-488043 may be more deeply inserted into the Phe43 cavity compared with the previous binding mode acquired by docking.
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Affiliation(s)
- Liang Li
- National Synchrotron Radiation Laboratory, University of Science and Technology of China, Hefei, 230029, People's Republic of China
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18
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HIV gp120 H375 is unique to HIV-1 subtype CRF01_AE and confers strong resistance to the entry inhibitor BMS-599793, a candidate microbicide drug. Antimicrob Agents Chemother 2012; 56:4257-67. [PMID: 22615295 DOI: 10.1128/aac.00639-12] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
BMS-599793 is a small molecule entry inhibitor that binds to human immunodeficiency virus type 1 (HIV-1) gp120, resulting in the inhibition of CD4-dependent entry into cells. Since BMS-599793 is currently considered a candidate microbicide drug, we evaluated its efficacy against a number of primary patient HIV isolates from different subtypes and circulating recombinant forms (CRFs) and showed that activity varied between ∼3 ρM and 7 μM at 50% effective concentrations (EC(50)s). Interestingly, CRF01_AE HIV-1 isolates consistently demonstrated natural resistance against this compound. Genotypic analysis of >1,600 sequences (Los Alamos HIV sequence database) indicated that a single amino acid polymorphism in Env, H375, may account for the observed BMS-599793 resistance in CRF01_AE HIV-1. Results of site-directed mutagenesis experiments confirmed this hypothesis, and in silico drug docking simulations identified a drug resistance mechanism at the molecular level. In addition, CRF01_AE viruses were shown to be resistant to multiple broadly neutralizing monoclonal antibodies. Thus, our results not only provide insight into how Env polymorphisms may contribute to entry inhibitor resistance but also may help to elucidate how HIV can evade some broadly neutralizing antibodies. Furthermore, the high frequency of H375 in CRF01_AE HIV-1, and its apparent nonoccurrence in other subtypes, could serve as a means for rapid identification of CRF01_AE infections.
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Jalali-Heravi M, Mani-Varnosfaderani A, Jahromi PE, Mahmoodi MM, Taherinia D. Classification of anti-HIV compounds using counterpropagation artificial neural networks and decision trees. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2011; 22:639-660. [PMID: 21999803 DOI: 10.1080/1062936x.2011.623318] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The main aim of the present work was to collect and categorize anti-HIV molecules in order to identify general structure-activity relationships. In this respect, a total of 5580 drugs and drug-like molecules was collected from 256 different articles published between 1992 and 2010. An algorithm called genetic algorithm-pattern search counterpropagation artificial neural networks (GPS-CPANN) was proposed for the classification of compounds. In addition, the CART (classification and regression trees) method was used for construction of decision trees and finding the best molecular descriptors. The results revealed that the developed CPANN models and decision tree can correctly classify the molecules according to their inhibition mechanisms and activities. Some general parameters such as molecular weight, average molecular weight, number of hydrogen atoms and number of hydroxyl groups were found to be important for describing the inhibition behaviour of anti-HIV agents. The developed classifier models in this work can be used to screen large libraries of compounds to identify those likely to display activity as anti-HIV agents.
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Affiliation(s)
- M Jalali-Heravi
- Department of Chemistry, Sharif University of Technology, Tehran, Iran.
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20
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Veerasamy R, Subramaniam DK, Chean OC, Ying NM. Designing hypothesis of substituted benzoxazinones as HIV-1 reverse transcriptase inhibitors: QSAR approach. J Enzyme Inhib Med Chem 2011; 27:693-707. [PMID: 21961709 DOI: 10.3109/14756366.2011.608664] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
A linear quantitative structure activity relationship (QSAR) model is presented for predicting human immunodeficiency virus-1 (HIV-1) reverse transcriptase enzyme inhibition. The 2D QSAR and 3D-QSAR models were developed by stepwise multiple linear regression, partial least square (PLS) regression and k-nearest neighbor-molecular field analysis, PLS regression, respectively using a database consisting of 33 recently discovered benzoxazinones. The primary findings of this study is that the number of hydrogen atoms, number of (-NH2) group connected with solitary single bond alters the inhibition of HIV-1 reverse transcriptase. Further, presence of electrostatic, hydrophobic and steric field descriptors significantly affects the ability of benzoxazinone derivatives to inhibit HIV-1 reverse transcriptase. The selected descriptors could serve as a primer for the design of novel and potent antagonists of HIV-1 reverse transcriptase.
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21
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Jin Y, Qi P, Wang Z, Shen Q, Wang J, Zhang W, Song H. 3D-QSAR Study of Combretastatin A-4 Analogs Based on Molecular Docking. Molecules 2011; 16:6684-700. [PMID: 25134772 PMCID: PMC6264539 DOI: 10.3390/molecules16086684] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2011] [Revised: 07/26/2011] [Accepted: 07/28/2011] [Indexed: 11/20/2022] Open
Abstract
Combretastatin A-4 (CA-4), its analogues and their excellent antitumoral and antivascular activities, have attracted considerable interest of medicinal chemists. In this article, a docking simulation was used to identify molecules having the same binding mode as the lead compound, and 3D-QSAR models had been built by using CoMFA based on docking. As a result, these studies indicated that the QSAR models were statistically significant with high predictabilities (CoMFA model, q2 = 0.786, r2 = 0.988). Our models may offer help to better comprehend the structure-activity relationships for this class of compounds and also facilitate the design of novel inhibitors with good chemical diversity.
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Affiliation(s)
- Yinghua Jin
- Department of Pharmacy, General Hospital of Beijing Military Command. Nanmencang No.5, Dongcheng District, Beijing 100700, China
| | - Ping Qi
- Department of Pharmacy, General Hospital of Beijing Military Command. Nanmencang No.5, Dongcheng District, Beijing 100700, China
| | - Zhiwei Wang
- School of Pharmaceutical Engineering, Shenyang Pharmaceutical University. No.103, Wenhua Road, Shenhe District, Shenyang 110016, Liaoning, China
| | - Qirong Shen
- School of Pharmaceutical Engineering, Shenyang Pharmaceutical University. No.103, Wenhua Road, Shenhe District, Shenyang 110016, Liaoning, China
| | - Jian Wang
- School of Pharmaceutical Engineering, Shenyang Pharmaceutical University. No.103, Wenhua Road, Shenhe District, Shenyang 110016, Liaoning, China
| | - Weige Zhang
- School of Pharmaceutical Engineering, Shenyang Pharmaceutical University. No.103, Wenhua Road, Shenhe District, Shenyang 110016, Liaoning, China.
| | - Hongrui Song
- School of Pharmaceutical Engineering, Shenyang Pharmaceutical University. No.103, Wenhua Road, Shenhe District, Shenyang 110016, Liaoning, China.
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22
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Kothandan G, Gadhe CG, Madhavan T, Choi CH, Cho SJ. Docking and 3D-QSAR (quantitative structure activity relationship) studies of flavones, the potent inhibitors of p-glycoprotein targeting the nucleotide binding domain. Eur J Med Chem 2011; 46:4078-88. [PMID: 21723648 DOI: 10.1016/j.ejmech.2011.06.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2011] [Revised: 06/03/2011] [Accepted: 06/07/2011] [Indexed: 10/18/2022]
Abstract
In order to explore the interactions between flavones and P-gp, in silico methodologies such as docking and 3D-QSAR were performed. CoMFA and CoMSIA analyses were done using ligand based and receptor guided alignment schemes. Validation statistics include leave-one-out cross-validated R(2) (q(2)), internal prediction parameter by progressive scrambling (Q(*2)), external prediction with test set. They show that models derived from this study are quite robust. Ligand based CoMFA (q(2) = 0.747, Q(*2) = 0.639, r(pred)(2)=0.802) and CoMSIA model (q(2) = 0.810, Q(*2) = 0.676, r(pred)(2)=0.785) were developed using atom by atom matching. Receptor guided CoMFA (q(2) = 0.712, Q(*2) = 0.497, r(pred)(2) = 0.841) and for CoMSIA (q(2) = 0.805, Q(*2) = 0.589, r(pred)(2) = 0.937) models were developed by docking of highly active flavone into the proposed NBD (nucleotide binding domain) of P-gp. The 3D-QSAR models generated here predicted that hydrophobic and steric parameters are important for activity toward P-gp. Our studies indicate the important amino acid in NBD crucial for binding in accordance with the previous results. This site forms a hydrophobic site. Since flavonoids have potential without toxicity, we propose to inspect this hydrophobic site including Asn1043 and Asp1049 should be considered for future inhibitor design.
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Affiliation(s)
- Gugan Kothandan
- Department of Bio-New Drug Development, College of Medicine, Chosun University, Gwangju 501-759, Republic of Korea
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23
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Gadhe CG, Kothandan G, Madhavan T, Cho SJ. Molecular modeling study of HIV-1 gp120 attachment inhibitors. Med Chem Res 2011. [DOI: 10.1007/s00044-011-9711-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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24
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25
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Da LT, Quan JM, Wu YD. Understanding the binding mode and function of BMS-488043 against HIV-1 viral entry. Proteins 2011; 79:1810-9. [DOI: 10.1002/prot.23005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2010] [Revised: 01/10/2011] [Accepted: 01/20/2011] [Indexed: 11/08/2022]
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26
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Tak-Tak L, Barbault F, Maurel F, Busca P, Le Merrer Y. Synthesis of purin-2-yl and purin-6-yl-aminoglucitols as C-nucleosidic ATP mimics and biological evaluation as FGFR3 inhibitors. Eur J Med Chem 2011; 46:1254-62. [PMID: 21334122 DOI: 10.1016/j.ejmech.2011.01.048] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2010] [Revised: 01/17/2011] [Accepted: 01/25/2011] [Indexed: 01/16/2023]
Abstract
Two new series of C-nucleosidic ATP mimics have been synthesized using an efficient and versatile synthetic pathway. These compounds were designed as FGFR3 inhibitors using purine as a central scaffold. The two substituents, a polyhydroxylated ribose mimic and a lipophilic moiety, were linked either in position 2 or 6 of the purine ring in order to explore any possible binding mode. All the compounds were able to inhibit FGFR3 kinase activity at a concentration of 50 μM. Unexpectedly, the best inhibitor was found to be one of the synthetic intermediates 13 bearing an iodine atom in position 2. Docking studies have confirmed its location in the ATP binding site and revealed halogen bonding among key interactions.
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Affiliation(s)
- Lotfi Tak-Tak
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques, Université Paris Descartes, UMR 8601, 45 rue des Saints-Pères, 75006 Paris, France
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27
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3D-QSAR and docking studies on pyrazolo[4,3-h]qinazoline-3-carboxamides as cyclin-dependent kinase 2 (CDK2) inhibitors. Bioorg Med Chem Lett 2010; 20:6764-72. [PMID: 20869873 DOI: 10.1016/j.bmcl.2010.08.131] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2010] [Revised: 08/13/2010] [Accepted: 08/27/2010] [Indexed: 02/02/2023]
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28
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Lan P, Sun JR, Chen WN, Sun PH, Chen WM. Molecular modelling studies on d-annulated benzazepinones as VEGF-R2 kinase inhibitors using docking and 3D-QSAR. J Enzyme Inhib Med Chem 2010; 26:367-77. [DOI: 10.3109/14756366.2010.513331] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Affiliation(s)
- Ping Lan
- Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, College of Pharmacy, Jinan University, Guangzhou, China
| | - Jun-Rong Sun
- Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, College of Pharmacy, Jinan University, Guangzhou, China
| | - Wan-Na Chen
- Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, College of Pharmacy, Jinan University, Guangzhou, China
| | - Ping-Hua Sun
- Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, College of Pharmacy, Jinan University, Guangzhou, China
| | - Wei-Min Chen
- Guangdong Province Key Laboratory of Pharmacodynamic Constituents of TCM and New Drugs Research, College of Pharmacy, Jinan University, Guangzhou, China
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29
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Per aspera ad astra: application of Simplex QSAR approach in antiviral research. Future Med Chem 2010; 2:1205-26. [DOI: 10.4155/fmc.10.194] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
This review explores the application of the Simplex representation of molecular structure (SiRMS) QSAR approach in antiviral research. We provide an introduction to and description of SiRMS, its application in antiviral research and future directions of development of the Simplex approach and the whole QSAR field. In the Simplex approach every molecule is represented as a system of different simplexes (tetratomic fragments with fixed composition, structure, chirality and symmetry). The main advantages of SiRMS are consideration of the different physical–chemical properties of atoms, high adequacy and good interpretability of models obtained and clear procedures for molecular design. The reliability of developed QSAR models as predictive virtual screening tools and their ability to serve as the basis of directed drug design was validated by subsequent synthetic and biological experiments. The SiRMS approach is realized as the complex of the computer program ‘HiT QSAR’, which is available on request.
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Zhang N, Zhong R. Docking and 3D-QSAR studies of 7-hydroxycoumarin derivatives as CK2 inhibitors. Eur J Med Chem 2009; 45:292-7. [PMID: 19879674 DOI: 10.1016/j.ejmech.2009.10.011] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2009] [Revised: 09/21/2009] [Accepted: 10/07/2009] [Indexed: 12/11/2022]
Abstract
Protein kinase CK2 is involved in a broad range of physiological events. 3,8-dibromo-7-hydroxy-4-methylchromen-2-one (DBC) analogues show favorable inhibitory activity targeting CK2alpha. Two methods were used to build 3D-QSAR models for DBC derivatives. The ligand-based (LB) studies were performed based on the lower energy conformations employing atom fit alignment rule. The receptor-based (RB) models were also derived using bioactive conformations. Contour maps of RB CoMSIA model (q2=0.694, r2=0.916, N (no. of components)=7, r2(pred)=0.87) including the steric, electronic, hydrophobic and hydrogen bond acceptor fields were employed to explain factors affecting activities of inhibitors. The good consistency between the contour maps and the properties of CK2alpha amino acids provide useful hints for new inhibitors design.
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Affiliation(s)
- Na Zhang
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing 100124, China.
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31
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Wang T, Kadow JF, Zhang Z, Yin Z, Gao Q, Wu D, Parker DD, Yang Z, Zadjura L, Robinson BA, Gong YF, Spicer TP, Blair WS, Shi PY, Yamanaka G, Lin PF, Meanwell NA. Inhibitors of HIV-1 attachment. Part 4: A study of the effect of piperazine substitution patterns on antiviral potency in the context of indole-based derivatives. Bioorg Med Chem Lett 2009; 19:5140-5. [PMID: 19664921 DOI: 10.1016/j.bmcl.2009.07.076] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2009] [Revised: 07/13/2009] [Accepted: 07/15/2009] [Indexed: 10/20/2022]
Abstract
4-Fluoro- and 4-methoxy-1-(4-benzoylpiperazin-1-yl)-2-(1H-indol-3-yl)ethane-1,2-dione (2 and 3, respectively) have been characterized as potent inhibitors of HIV-1 attachment that interfere with the interaction of viral gp120 with the host cell receptor CD4. As part of an effort to understand fundamental aspects of this pharmacophore, discovered originally using a high throughput cell-based screen, modification and substitution of the piperazine ring was examined in the context of compounds 6a-ah. The piperazine ring was shown to be a critical element of the HIV-1 attachment inhibiting pharmacophore, acting as a scaffold to deploy the indole glyoxamide and benzamide in a topographical relationship that complements the binding site on gp120.
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Affiliation(s)
- Tao Wang
- Department of Chemistry, Bristol-Myers Squibb Research and Development, 5 Research Parkway, Wallingford, CT 06492, USA.
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32
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Inhibitors of HIV-1 attachment. Part 3: A preliminary survey of the effect of structural variation of the benzamide moiety on antiviral activity. Bioorg Med Chem Lett 2009; 19:5136-9. [PMID: 19632112 DOI: 10.1016/j.bmcl.2009.07.027] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2009] [Revised: 06/23/2009] [Accepted: 07/02/2009] [Indexed: 11/23/2022]
Abstract
1-(4-Benzoylpiperazin-1-yl)-2-(1H-indol-3-yl)ethane-1,2-dione (1a) has been characterized as an inhibitor of HIV-1 attachment that interferes with the interaction of viral gp120 with the host cell receptor CD4. In previous studies, the effect of indole substitution pattern on antiviral activity was probed. In this Letter, the effect of structural variation of the benzamide moiety is described, a study that reveals the potential or the phenyl moiety to be replaced by five-membered heterocyclic rings and a restricted tolerance for the introduction of substituents to the phenyl ring.
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