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Rout M, Dey S, Mishra S, Panda S, Singh MK, Sinha R, Dehury B, Pati S. Machine learning and classical MD simulation to identify inhibitors against the P37 envelope protein of monkeypox virus. J Biomol Struct Dyn 2024; 42:3935-3948. [PMID: 37221882 DOI: 10.1080/07391102.2023.2216290] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 05/16/2023] [Indexed: 05/25/2023]
Abstract
Monkeypox virus (MPXV) outbreak is a serious public health concern that requires international attention. P37 of MPXV plays a pivotal role in DNA replication and acts as one of the promising targets for antiviral drug design. In this study, we intent to screen potential analogs of existing FDA approved drugs of MPXV against P37 using state-of-the-art machine learning and computational biophysical techniques. AlphaFold2 guided all-atoms molecular dynamics simulations optimized P37 structure is used for molecular docking and binding free energy calculations. Similar to members of Phospholipase-D family , the predicted P37 structure also adopts a β-α-β-α-β sandwich fold, harbouring strongly conserved HxKxxxxD motif. The binding pocket comprises of Tyr48, Lys86, His115, Lys117, Ser130, Asn132, Trp280, Asn240, His325, Lys327 and Tyr346 forming strong hydrogen bonds and dense hydrophobic contacts with the screened analogs and is surrounded by positively charged patches. Loops connecting the two domains and C-terminal region exhibit high degree of flexibility. In some structural ensembles, the partial disorderness in the C-terminal region is presumed to be due to its low confidence score, acquired during structure prediction. Transition from loop to β-strands (244-254 aa) in P37-Cidofovir and its analog complexes advocates the need for further investigations. MD simulations support the accuracy of the molecular docking results, indicating the potential of analogs as potent binders of P37. Taken together, our results provide preferable understanding of molecular recognition and dynamics of ligand-bound states of P37, offering opportunities for development of new antivirals against MPXV. However, the need of in vitro and in vivo assays for confirmation of these results still persists.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Madhusmita Rout
- Bioinformatics Division, ICMR-Regional Medical Research Centre, Nalco Square, Bhubaneswar, Odisha, India
| | - Suchanda Dey
- Biomics and Biodiversity Lab, Siksha 'O' Anusandhan (deemed to be) University, Bhubaneswar, Odisha, India
| | - Sarbani Mishra
- Bioinformatics Division, ICMR-Regional Medical Research Centre, Nalco Square, Bhubaneswar, Odisha, India
| | - Sunita Panda
- Mycology Division, ICMR-Regional Medical Research Centre, Nalco Square, Bhubaneswar, Odisha, India
| | - Mahender Kumar Singh
- Data Science Laboratory, National Brain Research Centre, Gurgaon, Haryana, India
| | - Rohan Sinha
- Computer Science, National Institute of Technology Patna, Patna, India
| | - Budheswar Dehury
- Bioinformatics Division, ICMR-Regional Medical Research Centre, Nalco Square, Bhubaneswar, Odisha, India
| | - Sanghamitra Pati
- Bioinformatics Division, ICMR-Regional Medical Research Centre, Nalco Square, Bhubaneswar, Odisha, India
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Ragshaniya A, Kumar V, Tittal RK, Lal K. Nascent pharmacological advancement in adamantane derivatives. Arch Pharm (Weinheim) 2024; 357:e2300595. [PMID: 38128028 DOI: 10.1002/ardp.202300595] [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: 10/14/2023] [Revised: 11/17/2023] [Accepted: 11/21/2023] [Indexed: 12/23/2023]
Abstract
The adamantane moiety has attracted significant attention since its discovery in 1933 due to its remarkable structural, chemical, and medicinal properties. This molecule has a notable impact in the therapeutic field because of its "add-on" lipophilicity to any pharmacophoric moieties. As in the case of molecular hybridization, in which one pharmacophore is attached to another one(s) with a probability of increasing the biological activity, adding an adamantane unit improves the absorption distribution, metabolism and excretion properties of the resultant hybrid molecule. This review summarizes various reports highlighting the biological activities of adamantane-based synthetic compounds and their structure-activity relationship study. The information presented in this review may open up possible dimensions for adamantane-based drug development and discovery in the pharmaceutical industry after proper structural modifications.
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Affiliation(s)
- Aman Ragshaniya
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, India
| | - Vijay Kumar
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, India
| | - Ram Kumar Tittal
- Department of Chemistry, National Institute of Technology, Kurukshetra, Haryana, India
| | - Kashmiri Lal
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, India
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Nikitina PA, Basanova EI, Nikolaenkova EB, Os'kina IA, Serova OA, Bormotov NI, Shishkina LN, Perevalov VP, Tikhonov AY. Synthesis of esters and amides of 2-aryl-1-hydroxy-4-methyl-1H-imidazole-5-carboxylic acids and study of their antiviral activity against orthopoxviruses. Bioorg Med Chem Lett 2023; 79:129080. [PMID: 36414175 PMCID: PMC9674569 DOI: 10.1016/j.bmcl.2022.129080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/11/2022] [Accepted: 11/16/2022] [Indexed: 11/21/2022]
Abstract
Smallpox was eradicated >40 years ago but it is not a reason to forget forever about orthopoxviruses pathogenic to humans. Though in 1980 the decision of WHO to cease vaccination against smallpox had seemed logical, it led to the decrease of cross immunity against other infections caused by orthopoxviruses. As a result, in 2022 the multi-country monkeypox outbreak becomes a topic of great concern. In spite of existing FDA-approved drugs for the treatment of such diseases, the search for new small-molecule orthopoxvirus inhibitors continues. In the course of this search a series of novel 2-aryl-1-hydroxyimidazole derivatives containing ester or carboxamide moieties in position 5 of heterocycle has been synthesized and tested for activity against Vaccinia virus in Vero cell culture. Some of the compounds under consideration revealed a selectivity index higher than that of the reference drug Cidofovir. The highest selectivity index SI = 919 was exhibited by ethyl 1-hydroxy-4-methyl-2-[4-(trifluoromethyl)phenyl]-1H-imidazole-5-carboxylate 1f. The most active compound also demonstrated inhibitory activity against the cowpox virus (SI = 20) and the ectromelia virus (SI = 46).
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Affiliation(s)
- P A Nikitina
- D.I. Mendeleev University of Chemical Technology of Russia, Miusskaya sq., 9, Moscow 125047, Russia.
| | - E I Basanova
- D.I. Mendeleev University of Chemical Technology of Russia, Miusskaya sq., 9, Moscow 125047, Russia
| | - E B Nikolaenkova
- N.N. Vorozhtsov Novosibirsk Institute of Organic Chemistry, Siberian Branch of the Russian Academy of Sciences, Lavrentiev Avenue, 9, 630090 Novosibirsk, Russia
| | - I A Os'kina
- N.N. Vorozhtsov Novosibirsk Institute of Organic Chemistry, Siberian Branch of the Russian Academy of Sciences, Lavrentiev Avenue, 9, 630090 Novosibirsk, Russia
| | - O A Serova
- State Research Center of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - N I Bormotov
- State Research Center of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - L N Shishkina
- State Research Center of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - V P Perevalov
- D.I. Mendeleev University of Chemical Technology of Russia, Miusskaya sq., 9, Moscow 125047, Russia
| | - A Ya Tikhonov
- N.N. Vorozhtsov Novosibirsk Institute of Organic Chemistry, Siberian Branch of the Russian Academy of Sciences, Lavrentiev Avenue, 9, 630090 Novosibirsk, Russia
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Al-Wahaibi LH, Abdalla M, Mary YS, Mary YS, Costa RA, Rana M, El-Emam AA, Hassan HM, Al-Shaalan NH. Spectroscopic, Solvation Effects and MD Simulation of an Adamantane-Carbohydrazide Derivative, a Potential Antiviral Agent. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2022.2039233] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Lamya H. Al-Wahaibi
- Department of Chemistry, College of Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Mohnad Abdalla
- Key Laboratory of Chemical Biology (Ministry of Education), Department of Pharmaceutics, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| | | | | | - Renyer Alves Costa
- Department of Chemistry, Federal University of Amazonas (DQ-UFAM), Manaus, Brazil
| | - Meenakshi Rana
- Department of Physics, School of Sciences, Uttarakhand Open University, Haldwani, India
| | - Ali A. El-Emam
- Department of Medicinal Chemistry, Faculty of Pharmacy, Mansoura University, Mansoura, Egypt
| | - Hanan M. Hassan
- Department of Pharmacology and Biochemistry, Faculty of Pharmacy, Delta University for Science and Technology, International Costal Road, Gamasa City, Mansoura, Egypt
| | - Nora H. Al-Shaalan
- Department of Chemistry, College of Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
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Shiryaev VA, Skomorohov MY, Leonova MV, Bormotov NI, Serova OA, Shishkina LN, Agafonov AP, Maksyutov RA, Klimochkin YN. Adamantane derivatives as potential inhibitors of p37 major envelope protein and poxvirus reproduction. Design, synthesis and antiviral activity. Eur J Med Chem 2021; 221:113485. [PMID: 33965861 PMCID: PMC9533879 DOI: 10.1016/j.ejmech.2021.113485] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/13/2021] [Accepted: 04/15/2021] [Indexed: 11/07/2022]
Abstract
Currently, smallpox, caused by the variola virus belonging to the poxvirus family, has been completely eradicated according to the WHO. However, other representatives of poxviruses, such as vaccinia virus, cowpox virus, ectromelia virus, monkeypox virus, mousepox virus and others, remain in the natural environment and can infect both animals and humans. The pathogens of animal diseases, belonging to the category with a high epidemic risk, have already caused several outbreaks among humans, and can, in an unfavorable combination of circumstances, cause not only an epidemic, but also a pandemic. Despite the fact that there are protocols for the treatment of poxvirus infections, the targeted design of new drugs will increase their availability and expand the arsenal of antiviral chemotherapeutic agents. One of the potential targets of poxviruses is the p37 protein, which is a tecovirimat target. This protein is relatively small, has no homologs among proteins of humans and other mammals and is necessary for the replication of viral particles, which makes it attractive target for virtual screening. Using the I-TASSER modelling and molecular dynamics refinement the p37 orthopox virus protein model was obtained and its was confirmed by ramachandran plot analysis and superimposition of the model with the template protein with similar function. A virtual library of adamantane containing compounds was generated and a number of potential inhibitors were chosen from virtual library using molecular docking. Several compounds bearing adamantane moiety were synthesized and their biological activity was tested in vitro on vaccinia, cowpox and mousepox viruses. The new compounds inhibiting vaccinia virus replication with IC50 concentrations between 0.133 and 0.515 μM were found as a result of the research. The applied approach can be useful in the search of new inhibitors of orthopox reproduction. The proposed approach may be suitable for the design of new poxvirus inhibitors containing cage structural moiety.
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Affiliation(s)
- Vadim A Shiryaev
- Department of Organic Chemistry, Samara State Technical University, 244 Molodogvardeyskaya St., Samara, Samara Region, 443100, Russia.
| | - Michael Yu Skomorohov
- Department of Organic Chemistry, Samara State Technical University, 244 Molodogvardeyskaya St., Samara, Samara Region, 443100, Russia
| | - Marina V Leonova
- Department of Organic Chemistry, Samara State Technical University, 244 Molodogvardeyskaya St., Samara, Samara Region, 443100, Russia
| | - Nikolai I Bormotov
- State Research Centre of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - Olga A Serova
- State Research Centre of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - Larisa N Shishkina
- State Research Centre of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - Alexander P Agafonov
- State Research Centre of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - Rinat A Maksyutov
- State Research Centre of Virology and Biotechnology VECTOR, Koltsovo, Novosibirsk Region, 630559, Russia
| | - Yuri N Klimochkin
- Department of Organic Chemistry, Samara State Technical University, 244 Molodogvardeyskaya St., Samara, Samara Region, 443100, Russia
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Baleeva NS, Rybakov VB, Ivleva EA, Shiryaev VA, Klimochkin YN. Synthesis and Chemical Transformations of 7-Hydroxybicyclo[3.3.1]nonane-3-carbohydrazide. RUSSIAN JOURNAL OF ORGANIC CHEMISTRY 2021. [DOI: 10.1134/s1070428020110081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Shiryaev VA, Klimochkin YN. Heterocyclic Inhibitors of Viroporins in the Design of Antiviral Compounds. Chem Heterocycl Compd (N Y) 2020; 56:626-635. [PMID: 32836315 PMCID: PMC7366462 DOI: 10.1007/s10593-020-02712-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 04/06/2020] [Indexed: 12/19/2022]
Abstract
Ion channels of viruses (viroporins) represent a common type of protein targets for drugs. The relative simplicity of channel architecture allows convenient computational modeling and enables virtual search for new inhibitors. In this review, we analyze the data published over the last 10 years on known ion channels of viruses that cause socially significant diseases. The effectiveness of inhibition by various types of heterocyclic compounds of the viroporins of influenza virus, hepatitis С virus, human immunodeficiency virus, human papillomaviruses, coronaviruses, and respiratory syncytial virus is discussed. The presented material highlights the promise held by the search for heterocyclic antiviral compounds that act by inhibition of viroporins.
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Affiliation(s)
- Vadim A. Shiryaev
- Samara State Technical University, 244 Molodogvardeiskaya St, Samara, 443100 Russia
| | - Yuri N. Klimochkin
- Samara State Technical University, 244 Molodogvardeiskaya St, Samara, 443100 Russia
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9
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Shiryaev VA, Radchenko EV, Palyulin VA, Zefirov NS, Bormotov NI, Serova OA, Shishkina LN, Baimuratov MR, Bormasheva KM, Gruzd YA, Ivleva EA, Leonova MV, Lukashenko AV, Osipov DV, Osyanin VA, Reznikov AN, Shadrikova VA, Sibiryakova AE, Tkachenko IM, Klimochkin YN. Molecular design, synthesis and biological evaluation of cage compound-based inhibitors of hepatitis C virus p7 ion channels. Eur J Med Chem 2018; 158:214-235. [PMID: 30218908 DOI: 10.1016/j.ejmech.2018.08.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 06/04/2018] [Accepted: 08/03/2018] [Indexed: 12/14/2022]
Abstract
The hepatitis C caused by the hepatitis C virus (HCV) is an acute and/or chronic liver disease ranging in severity from a mild brief ailment to a serious lifelong illness that affects up to 3% of the world population and imposes significant and increasing social, economic, and humanistic burden. Over the past decade, its treatment was revolutionized by the development and introduction into clinical practice of the direct acting antiviral (DAA) agents targeting the non-structural viral proteins NS3/4A, NS5A, and NS5B. However, the current treatment options still have important limitations, thus, the development of new classes of DAAs acting on different viral targets and having better pharmacological profile is highly desirable. The hepatitis C virus p7 viroporin is a relatively small hydrophobic oligomeric viral ion channel that plays a critical role during virus assembly and maturation, making it an attractive and validated target for the development of the cage compound-based inhibitors. Using the homology modeling, molecular dynamics, and molecular docking techniques, we have built a representative set of models of the hepatitis C virus p7 ion channels (Gt1a, Gt1b, Gt1b_L20F, Gt2a, and Gt2b), analyzed the inhibitor binding sites, and identified a number of potential broad-spectrum inhibitor structures targeting them. For one promising compound, the binding to these targets was additionally confirmed and the binding modes and probable mechanisms of action were clarified by the molecular dynamics simulations. A number of compounds were synthesized, and the tests of their antiviral activity (using the BVDV model) and cytotoxicity demonstrate their potential therapeutic usefulness and encourage further more detailed studies. The proposed approach is also suitable for the design of broad-spectrum ligands interacting with other multiple labile targets including various viroporins.
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Affiliation(s)
- Vadim A Shiryaev
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia.
| | - Eugene V Radchenko
- Department of Chemistry, Lomonosov Moscow State University, Leninskie Gory 1/3, Moscow, 119991, Russia
| | - Vladimir A Palyulin
- Department of Chemistry, Lomonosov Moscow State University, Leninskie Gory 1/3, Moscow, 119991, Russia
| | - Nikolay S Zefirov
- Department of Chemistry, Lomonosov Moscow State University, Leninskie Gory 1/3, Moscow, 119991, Russia
| | - Nikolay I Bormotov
- State Research Center of Virology and Biotechnology 'Vector', Koltsovo, Novosibirsk Region, 630559, Russia
| | - Olga A Serova
- State Research Center of Virology and Biotechnology 'Vector', Koltsovo, Novosibirsk Region, 630559, Russia
| | - Larisa N Shishkina
- State Research Center of Virology and Biotechnology 'Vector', Koltsovo, Novosibirsk Region, 630559, Russia
| | - Marat R Baimuratov
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Kseniya M Bormasheva
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Yulia A Gruzd
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Elena A Ivleva
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Marina V Leonova
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Anton V Lukashenko
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Dmitry V Osipov
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Vitaliy A Osyanin
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Alexander N Reznikov
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Vera A Shadrikova
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Anastasia E Sibiryakova
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Ilya M Tkachenko
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
| | - Yuri N Klimochkin
- Department of Organic Chemistry, Samara State Technical University, Molodogvardeyskaya 244, Samara, 443100, Russia
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Serkov IV, Proshin AN, Ustinov AK, Lednev BV, Fomina-Ageeva EV, Ashba AM, Bezuglov VV, Bachurin SO. New Adamantane Derivatives with NO-Generating Fragment. DOKLADY CHEMISTRY 2018. [DOI: 10.1134/s0012500818010044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Klimochkin YN, Shiryaev VA, Leonova MV. Antiviral properties of cage compounds. New prospects. Russ Chem Bull 2016. [DOI: 10.1007/s11172-015-1035-y] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Reznikov AN, Skomorokhov MY, Leonova MV, Klimochkin YN. Synthesis of adamantyl-containing cidofovir analogs as potential antiviral prodrugs with high bioavailability parameters. RUSS J GEN CHEM+ 2015. [DOI: 10.1134/s1070363215020097] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Kon’kov SA, Krylov KS, Bormasheva KM, Moiseev IK. Synthesis of difluoroboron adamantyl-containing complexes and pyrazoles based thereon. RUSSIAN JOURNAL OF ORGANIC CHEMISTRY 2014. [DOI: 10.1134/s1070428014110165] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Design, synthesis and evaluation of 1,2,3-triazole-adamantylacetamide hybrids as potent inhibitors of Mycobacterium tuberculosis. Bioorg Med Chem Lett 2014; 24:1974-9. [DOI: 10.1016/j.bmcl.2014.02.061] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Revised: 02/07/2014] [Accepted: 02/21/2014] [Indexed: 12/22/2022]
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