1
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Piplani P, Kumar A, Kulshreshtha A, Vohra T, Piplani V. Recent Development of DNA Gyrase Inhibitors: An Update. Mini Rev Med Chem 2024; 24:1001-1030. [PMID: 37909434 DOI: 10.2174/0113895575264264230921080718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 11/03/2023]
Abstract
Antibiotic or antimicrobial resistance is an urgent global public health threat that occurs when bacterial or fungal infections do not respond to the drug regimen designed to treat these infections. As a result, these microbes are not evaded and continue to grow. Antibiotic resistance against natural and already-known antibiotics like Ciprofloxacin and Novobiocin can be overcome by developing an agent that can act in different ways. The success of agents like Zodiflodacin and Zenoxacin in clinical trials against DNA gyrase inhibitors that act on different sites of DNA gyrase has resulted in further exploration of this target. However, due to the emergence of bacterial resistance against these targets, there is a great need to design agents that can overcome this resistance and act with greater efficacy. This review provides information on the synthetic and natural DNA gyrase inhibitors that have been developed recently and their promising potential for combating antimicrobial resistance. The review also presents information on molecules that are in clinical trials and their current status. It also analysed the SAR studies and mechanisms of action of enlisted agents.
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Affiliation(s)
- Poonam Piplani
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160017, India
| | - Ajay Kumar
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160017, India
| | - Akanksha Kulshreshtha
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160017, India
| | - Tamanna Vohra
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160017, India
| | - Vritti Piplani
- Bhojia Dental College and Hospital, Baddi, 173205, India
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2
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Alotaibi BS, Hakami MA, Jawaid T, Alshammari N, Binsuwaidan R, Adnan M. Identification of potential Escherichia coli DNA gyrase B inhibitors targeting antibacterial therapy: an integrated docking and molecular dynamics simulation study. J Biomol Struct Dyn 2023:1-12. [PMID: 37608545 DOI: 10.1080/07391102.2023.2249117] [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: 05/16/2023] [Accepted: 08/10/2023] [Indexed: 08/24/2023]
Abstract
The alarming rise in the rate of antibiotic resistance is a matter of significant concern. DNA gyrase B (GyrB), a critical bacterial enzyme involved in DNA replication, transcription, and recombination, has emerged as a promising target for antibacterial agents. Inhibition of GyrB disrupts bacterial DNA replication, leading to cell death, making it an attractive candidate for antibiotic development. Although several classes of antibiotics targeting GyrB are currently in clinical use, the emergence of antibiotic resistance necessitates the exploration of novel inhibitors. In this study, we aimed to identify potential Escherichia coli GyrB inhibitors from a database of phytoconstituents sourced from Indian medicinal plants. Utilizing virtual screening, we performed a rigorous search to identify compounds with the most promising inhibitory properties against GyrB. Two compounds, namely Zizogenin and Cucurbitacin S, were identified based on their favorable drug likeliness and pharmacokinetic profiles. Employing advanced computational techniques, we analyzed the binding interactions of Zizogenin and Cucurbitacin S with the ATP-binding site of GyrB through molecular docking simulations. Both compounds exhibited robust binding interactions, evidenced by their high docking energy scores. To assess the stability of these interactions, we conducted extensive 100 ns molecular dynamics (MD) simulations, which confirmed the stability of Zizogenin and Cucurbitacin S when bound to GyrB. In conclusion, our study highlights Zizogenin and Cucurbitacin S as promising candidates for potential antibacterial agents targeting GyrB. Experimental validation of these compounds is warranted to further explore their efficacy and potential as novel antibiotics to combat antibiotic-resistant bacteria.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Bader S Alotaibi
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Al-Quwayiyah, Shaqra University, Riyadh, Saudi Arabia
| | - Mohammed Ageeli Hakami
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Al-Quwayiyah, Shaqra University, Riyadh, Saudi Arabia
| | - Talha Jawaid
- Department of Pharmacology, College of Medicine, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia
| | - Nawaf Alshammari
- Department of Biology, College of Science, University of Ha'il, Hail, Saudi Arabia
| | - Reem Binsuwaidan
- Department of Pharmaceutical Sciences, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Mohd Adnan
- Department of Biology, College of Science, University of Ha'il, Hail, Saudi Arabia
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3
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Patel R, Prajapati J, Rao P, Rawal RM, Saraf M, Goswami D. Repurposing the antibacterial drugs for inhibition of SARS-CoV2-PLpro using molecular docking, MD simulation and binding energy calculation. Mol Divers 2021; 26:2189-2209. [PMID: 34591234 PMCID: PMC8481324 DOI: 10.1007/s11030-021-10325-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 09/21/2021] [Indexed: 12/23/2022]
Abstract
Papain-like protease (nsp-3; non-structural protein) of novel corona virus is an ideal target for developing drugs as it plays multiple important functions for viral growth and replication. For instance, role of nsp-3 has been recognized in cleavage of viral polyprotein; furthermore, in infected host it weakens the immune system via downregulating the production of type I interferon. This downregulation is promoted by removal of ubiquitin-like interferon-stimulated gene 15 protein (ISG15) from interferon-responsive factor 3 (IRF3) protein. Among known inhibitors of SARS-CoV-PLpro GRL0617 is by far the most effective inhibitor. As PLpro of SARS-CoV2 is having more than 80% similarity with SARS-CoV-PLpro, GRL0617 is reported to be effective even against SARS-CoV2. Owing to this similarity, certain key amino acids remain the same/conserved in both proteins. Among conserved amino acids Tyr268 for SARS-CoV2 and Tyr269 for SARS-CoV produce important hydrophobic interactions with aromatic rings of GRL0617. Here, in this study antibacterial compounds were collected from ZINC database, and they were filtered to select compounds that are having similar structural features as GRL0617. This filtered library of compound was then docked with SARS-CoV and CoV2-PLpro. Five hits were noted that were able to interact with Tyr268 (SARS-CoV2) and Tyr269 (SARS-CoV). Further, best hit 2-(2-((benzofuran-2-carboxamido)methyl)-5-methoxy-1H-indol-1-yl)acetic acid (ZINC44459905) was studied using molecular dynamic simulation where stability of protein–ligand complex as well as stability of produced interactions was noted.
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Affiliation(s)
- Rohit Patel
- Department of Microbiology and Biotechnology, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India
| | - Jignesh Prajapati
- Department of Biochemistry and Forensic Science, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India
| | - Priyashi Rao
- Department of Biochemistry and Forensic Science, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India
| | - Rakesh M Rawal
- Department of Biochemistry and Forensic Science, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India
| | - Meenu Saraf
- Department of Microbiology and Biotechnology, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India
| | - Dweipayan Goswami
- Department of Microbiology and Biotechnology, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, 380009, India.
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Tomašič T, Zubrienė A, Skok Ž, Martini R, Pajk S, Sosič I, Ilaš J, Matulis D, Bryant SD. Selective DNA Gyrase Inhibitors: Multi-Target in Silico Profiling with 3D-Pharmacophores. Pharmaceuticals (Basel) 2021; 14:ph14080789. [PMID: 34451886 PMCID: PMC8400042 DOI: 10.3390/ph14080789] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/02/2021] [Accepted: 08/09/2021] [Indexed: 11/17/2022] Open
Abstract
DNA gyrase is an important target for the development of novel antibiotics. Although ATP-competitive DNA gyrase (GyrB) inhibitors are a well-studied class of antibacterial agents, there is currently no representative used in therapy, largely due to unwanted off-target activities. Selectivity of GyrB inhibitors against closely related human ATP-binding enzymes should be evaluated early in development to avoid off-target binding to homologous binding domains. To address this challenge, we developed selective 3D-pharmacophore models for GyrB, human topoisomerase IIα (TopoII), and the Hsp90 N-terminal domain (NTD) to be used in in silico activity profiling paradigms to identify molecules selective for GyrB over TopoII and Hsp90, as starting points for hit expansion and lead optimization. The models were used to profile highly active GyrB, TopoII, and Hsp90 inhibitors. Selected compounds were tested in in vitro assays. GyrB inhibitors 1 and 2 were inactive against TopoII and Hsp90, while 3 and 4, potent Hsp90 inhibitors, displayed no inhibition of GyrB and TopoII, and TopoII inhibitors 5 and 6 were inactive at GyrB and Hsp90. The results provide a proof of concept for the use of target activity profiling methods to identify selective starting points for hit and lead identification.
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Affiliation(s)
- Tihomir Tomašič
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia; (Ž.S.); (S.P.); (I.S.); (J.I.)
- Correspondence: ; Tel.: +386-1-4769-556
| | - Asta Zubrienė
- Department of Biothermodynamics and Drug Design, Institute of Biotechnology, Vilnius University, Saulėtekio 7, LT-10257 Vilnius, Lithuania; (A.Z.); (D.M.)
| | - Žiga Skok
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia; (Ž.S.); (S.P.); (I.S.); (J.I.)
| | - Riccardo Martini
- Inte:Ligand Softwareentwicklungs- und Consulting GmbH, Mariahilferstrasse 74B, 1070 Vienna, Austria; (R.M.); (S.D.B.)
- Discngine S.A.S., 79 Avenue Ledru Rollin, 75012 Paris, France
| | - Stane Pajk
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia; (Ž.S.); (S.P.); (I.S.); (J.I.)
| | - Izidor Sosič
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia; (Ž.S.); (S.P.); (I.S.); (J.I.)
| | - Janez Ilaš
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia; (Ž.S.); (S.P.); (I.S.); (J.I.)
| | - Daumantas Matulis
- Department of Biothermodynamics and Drug Design, Institute of Biotechnology, Vilnius University, Saulėtekio 7, LT-10257 Vilnius, Lithuania; (A.Z.); (D.M.)
| | - Sharon D. Bryant
- Inte:Ligand Softwareentwicklungs- und Consulting GmbH, Mariahilferstrasse 74B, 1070 Vienna, Austria; (R.M.); (S.D.B.)
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Liu H, Xia DG, Chu ZW, Hu R, Cheng X, Lv XH. Novel coumarin-thiazolyl ester derivatives as potential DNA gyrase Inhibitors: Design, synthesis, and antibacterial activity. Bioorg Chem 2020; 100:103907. [PMID: 32413631 DOI: 10.1016/j.bioorg.2020.103907] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/22/2020] [Accepted: 04/30/2020] [Indexed: 11/15/2022]
Abstract
The design and synthesis of novel coumarin-thiazolyl ester derivatives of potent DNA gyrase inhibitory activity were the main aims of this study. All the novel synthesized compounds were examined for their antibacterial activity against Staphylococcus aureus, Listeria monocytogenes, Escherichia coli and Salmonella. Compound 8p exhibited excellent antibacterial activity against four bacteria strains with MIC values of 0.05, 0.05, 8, and 0.05 μg/mL, respectively. In vitro drug-resistant bacterial inhibition experiments indicated that compound 8p exhibited the best bacteriostatic effect in the selected compounds and four positive control drugs with MIC values of 4 μg/mL. In vitro enzyme inhibitory assay showed that compound 8p exhibited potent inhibition against DNA gyrase with IC50 values of 0.13 μM. The molecular docking model indicated that compounds 8p can bind well to the DNA gyrase by interacting with amino acid residues. This study demonstrated that the compound 8p can act as the most potent DNA gyrase inhibitor in the reported series of compounds and provide valuable information for the commercial DNA gyrase inhibiting bactericides.
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Affiliation(s)
- Hao Liu
- School of Science, Anhui Agricultural University, 230036 Hefei, People's Republic of China
| | - Dong-Guo Xia
- School of Science, Anhui Agricultural University, 230036 Hefei, People's Republic of China
| | - Zhi-Wen Chu
- School of Science, Anhui Agricultural University, 230036 Hefei, People's Republic of China
| | - Rui Hu
- Central Iron & Steel Research Institute, 100081 Beijing, People's Republic of China
| | - Xiang Cheng
- School of Science, Anhui Agricultural University, 230036 Hefei, People's Republic of China
| | - Xian-Hai Lv
- School of Science, Anhui Agricultural University, 230036 Hefei, People's Republic of China.
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6
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Second-generation 4,5,6,7-tetrahydrobenzo[ d]thiazoles as novel DNA gyrase inhibitors. Future Med Chem 2020; 12:277-297. [PMID: 32043377 DOI: 10.4155/fmc-2019-0127] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Aim: DNA gyrase and topoisomerase IV are essential bacterial enzymes, and in the fight against bacterial resistance, they are important targets for the development of novel antibacterial drugs. Results: Building from our first generation of 4,5,6,7-tetrahydrobenzo[d]thiazole-based DNA gyrase inhibitors, we designed and prepared an optimized series of analogs that show improved inhibition of DNA gyrase and topoisomerase IV from Staphylococcus aureus and Escherichia coli, with IC50 values in the nanomolar range. Importantly, these inhibitors also show improved antibacterial activity against Gram-positive strains. Conclusion: The most promising inhibitor, 29, is active against Enterococcus faecalis, Enterococcus faecium and S. aureus wild-type and resistant strains, with minimum inhibitory concentrations between 4 and 8 μg/ml, which represents good starting point for development of novel antibacterials.
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7
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Awuni E. Status of Targeting MreB for the Development of Antibiotics. Front Chem 2020; 7:884. [PMID: 31998684 PMCID: PMC6965359 DOI: 10.3389/fchem.2019.00884] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 12/06/2019] [Indexed: 12/15/2022] Open
Abstract
Although many prospective antibiotic targets are known, bacterial infections and resistance to antibiotics remain a threat to public health partly because the druggable potentials of most of these targets have yet to be fully tapped for the development of a new generation of therapeutics. The prokaryotic actin homolog MreB is one of the important antibiotic targets that are yet to be significantly exploited. MreB is a bacterial cytoskeleton protein that has been widely studied and is associated with the determination of rod shape as well as important subcellular processes including cell division, chromosome segregation, cell wall morphogenesis, and cell polarity. Notwithstanding that MreB is vital and conserved in most rod-shaped bacteria, no approved antibiotics targeting it are presently available. Here, the status of targeting MreB for the development of antibiotics is concisely summarized. Expressly, the known therapeutic targets and inhibitors of MreB are presented, and the way forward in the search for a new generation of potent inhibitors of MreB briefly discussed.
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Affiliation(s)
- Elvis Awuni
- Department of Biochemistry, School of Biological Sciences, CANS, University of Cape Coast, Cape Coast, Ghana
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Rosales-Hurtado M, Meffre P, Szurmant H, Benfodda Z. Synthesis of histidine kinase inhibitors and their biological properties. Med Res Rev 2019; 40:1440-1495. [PMID: 31802520 DOI: 10.1002/med.21651] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 11/20/2019] [Accepted: 11/23/2019] [Indexed: 11/11/2022]
Abstract
Infections caused by multidrug-resistant bacteria represent a significant and ever-increasing cause of morbidity and mortality. There is thus an urgent need to develop efficient and well-tolerated antibacterials targeting unique cellular processes. Numerous studies have led to the identification of new biological targets to fight bacterial resistance. Two-component signal transduction systems are widely employed by bacteria to translate external and cellular signals into a cellular response. They are ubiquitous in bacteria, absent in the animal kingdom and are integrated into various virulence pathways. Several chemical series, including isothiazolidones, imidazolium salts, benzoxazines, salicylanilides, thiophenes, thiazolidiones, benzimidazoles, and other derivatives deduced by different approaches have been reported in the literature to have histidine kinase (HK) inhibitory activity. In this review, we report on the design and the synthesis of these HKs inhibitors and their potential to serve as antibacterial agents.
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Affiliation(s)
| | | | - Hendrik Szurmant
- Department of Basic Medical Sciences, College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, California
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Hrast M, Rožman K, Ogris I, Škedelj V, Patin D, Sova M, Barreteau H, Gobec S, Grdadolnik SG, Zega A. Evaluation of the published kinase inhibitor set to identify multiple inhibitors of bacterial ATP-dependent mur ligases. J Enzyme Inhib Med Chem 2019; 34:1010-1017. [PMID: 31072165 PMCID: PMC6522912 DOI: 10.1080/14756366.2019.1608981] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/29/2022] Open
Abstract
The Mur ligases form a series of consecutive enzymes that participate in the intracellular steps of bacterial peptidoglycan biosynthesis. They therefore represent interesting targets for antibacterial drug discovery. MurC, D, E and F are all ATP-dependent ligases. Accordingly, with the aim being to find multiple inhibitors of these enzymes, we screened a collection of ATP-competitive kinase inhibitors, on Escherichia coli MurC, D and F, and identified five promising scaffolds that inhibited at least two of these ligases. Compounds 1, 2, 4 and 5 are multiple inhibitors of the whole MurC to MurF cascade that act in the micromolar range (IC50, 32-368 µM). NMR-assisted binding studies and steady-state kinetics studies performed on aza-stilbene derivative 1 showed, surprisingly, that it acts as a competitive inhibitor of MurD activity towards D-glutamic acid, and additionally, that its binding to the D-glutamic acid binding site is independent of the enzyme closure promoted by ATP.
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Affiliation(s)
- Martina Hrast
- a Faculty of Pharmacy , University of Ljubljana , Ljubljana , Slovenia
| | - Kaja Rožman
- a Faculty of Pharmacy , University of Ljubljana , Ljubljana , Slovenia.,b Department of Medicinal Chemistry , University of Minnesota , Minneapolis , MN , USA
| | - Iza Ogris
- c Molecular Structural Dynamics, Theory Department , National Institute of Chemistry , Ljubljana , Slovenia
| | - Veronika Škedelj
- a Faculty of Pharmacy , University of Ljubljana , Ljubljana , Slovenia
| | - Delphine Patin
- d Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Univ Paris-Sud, Université Paris-Saclay , Gif-Sur-Yvette Cedex , France
| | - Matej Sova
- a Faculty of Pharmacy , University of Ljubljana , Ljubljana , Slovenia
| | - Hélène Barreteau
- d Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Univ Paris-Sud, Université Paris-Saclay , Gif-Sur-Yvette Cedex , France
| | - Stanislav Gobec
- a Faculty of Pharmacy , University of Ljubljana , Ljubljana , Slovenia
| | - Simona Golič Grdadolnik
- c Molecular Structural Dynamics, Theory Department , National Institute of Chemistry , Ljubljana , Slovenia
| | - Anamarija Zega
- a Faculty of Pharmacy , University of Ljubljana , Ljubljana , Slovenia
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10
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Structure-based virtual screening to identify inhibitors against Staphylococcus aureus MurD enzyme. Struct Chem 2019. [DOI: 10.1007/s11224-019-01330-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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11
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Pu L, Govindaraj RG, Lemoine JM, Wu HC, Brylinski M. DeepDrug3D: Classification of ligand-binding pockets in proteins with a convolutional neural network. PLoS Comput Biol 2019; 15:e1006718. [PMID: 30716081 PMCID: PMC6375647 DOI: 10.1371/journal.pcbi.1006718] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 02/14/2019] [Accepted: 12/16/2018] [Indexed: 01/19/2023] Open
Abstract
Comprehensive characterization of ligand-binding sites is invaluable to infer molecular functions of hypothetical proteins, trace evolutionary relationships between proteins, engineer enzymes to achieve a desired substrate specificity, and develop drugs with improved selectivity profiles. These research efforts pose significant challenges owing to the fact that similar pockets are commonly observed across different folds, leading to the high degree of promiscuity of ligand-protein interactions at the system-level. On that account, novel algorithms to accurately classify binding sites are needed. Deep learning is attracting a significant attention due to its successful applications in a wide range of disciplines. In this communication, we present DeepDrug3D, a new approach to characterize and classify binding pockets in proteins with deep learning. It employs a state-of-the-art convolutional neural network in which biomolecular structures are represented as voxels assigned interaction energy-based attributes. The current implementation of DeepDrug3D, trained to detect and classify nucleotide- and heme-binding sites, not only achieves a high accuracy of 95%, but also has the ability to generalize to unseen data as demonstrated for steroid-binding proteins and peptidase enzymes. Interestingly, the analysis of strongly discriminative regions of binding pockets reveals that this high classification accuracy arises from learning the patterns of specific molecular interactions, such as hydrogen bonds, aromatic and hydrophobic contacts. DeepDrug3D is available as an open-source program at https://github.com/pulimeng/DeepDrug3D with the accompanying TOUGH-C1 benchmarking dataset accessible from https://osf.io/enz69/.
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Affiliation(s)
- Limeng Pu
- Division of Electrical & Computer Engineering, Louisiana State University, Baton Rouge, LA, United States of America
| | - Rajiv Gandhi Govindaraj
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, United States of America
| | - Jeffrey Mitchell Lemoine
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, United States of America
- Division of Computer Science and Engineering, Louisiana State University, Baton Rouge, LA, United States of America
| | - Hsiao-Chun Wu
- Division of Electrical & Computer Engineering, Louisiana State University, Baton Rouge, LA, United States of America
| | - Michal Brylinski
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, United States of America
- Center for Computation & Technology, Louisiana State University, Baton Rouge, LA, United States of America
- * E-mail:
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12
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Azam MA, Jupudi S, Saha N, Paul RK. Combining molecular docking and molecular dynamics studies for modelling Staphylococcus aureus MurD inhibitory activity. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2019; 30:1-20. [PMID: 30406684 DOI: 10.1080/1062936x.2018.1539034] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Indexed: 06/08/2023]
Abstract
The ATP-dependent bacterial MurD enzyme catalyses the formation of the peptide bond between cytoplasmic intermediate UDP-N-acetylmuramoyl-L-alanine and D-glutamic acid. This is essential for bacterial cell wall peptidoglycan synthesis in both Gram-positive and Gram-negative bacteria. MurD is recognized as an important target for the development of new antibacterial agents. In the present study we prepared the 3D-stucture of the catalytic pocket of the Staphylococcus aureus MurD enzyme by homology modelling. Extra-precision docking, binding free energy calculation by the MM-GBSA approach and a 40 ns molecular dynamics (MD) simulation of 2-thioxothiazolidin-4-one based inhibitor $1 was carried out to elucidate its inhibition potential for the S. aureus MurD enzyme. Molecular docking results showed that Lys19, Gly147, Tyr148, Lys328, Thr330 and Phe431 residues are responsible for the inhibitor-protein complex stabilization. Binding free energy calculation revealed electrostatic solvation and van der Waals energy components as major contributors for the inhibitor binding. The inhibitor-modelled S. aureus protein complex had a stable conformation in response to the atomic flexibility and interaction, when subjected to MD simulation at 40 ns in aqueous solution. We designed some molecules as potent inhibitors of S. aureus MurD, and to validate the stability of the designed molecule D1-modelled protein complex we performed a 20 ns MD simulation. Results obtained from this study can be utilized for the design of potent S. aureus MurD inhibitors.
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Affiliation(s)
- M A Azam
- a Department of Pharmaceutical Chemistry , JSS College of Pharmacy, Tamil Nadu (A Constituent College of JSS Academy of Higher Education and Research, Mysuru) , India
| | - S Jupudi
- a Department of Pharmaceutical Chemistry , JSS College of Pharmacy, Tamil Nadu (A Constituent College of JSS Academy of Higher Education and Research, Mysuru) , India
| | - N Saha
- a Department of Pharmaceutical Chemistry , JSS College of Pharmacy, Tamil Nadu (A Constituent College of JSS Academy of Higher Education and Research, Mysuru) , India
| | - R K Paul
- a Department of Pharmaceutical Chemistry , JSS College of Pharmacy, Tamil Nadu (A Constituent College of JSS Academy of Higher Education and Research, Mysuru) , India
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13
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Abstract
New antibacterials that modulate less explored targets are needed to fight the emerging bacterial resistance. DNA gyrase and topoisomerase IV are attractive targets in this search. These are both type II topoisomerases that can cleave both DNA strands, and can thus alter DNA topology during replication or similar processes. Currently, there are no ATP-competitive inhibitors of these two enzymes on the market, as the only aminocoumarin representative, novobiocin, was withdrawn due to safety concerns. The search for novel ATP-competitive inhibitors is a focus of ongoing industrial and academical research. This review summarizes the recent efforts in the design, synthesis and evaluation of GyrB/ParE inhibitors. The various approaches to achieve improved antibacterial activities are described, with particular reference to Gram-negative bacteria.
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14
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Kaminskyy D, Kryshchyshyn A, Lesyk R. 5-Ene-4-thiazolidinones - An efficient tool in medicinal chemistry. Eur J Med Chem 2017; 140:542-594. [PMID: 28987611 PMCID: PMC7111298 DOI: 10.1016/j.ejmech.2017.09.031] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2017] [Revised: 07/14/2017] [Accepted: 09/17/2017] [Indexed: 02/02/2023]
Abstract
The presented review is an attempt to summarize a huge volume of data on 5-ene-4-thiazolidinones being a widely studied class of small molecules used in modern organic and medicinal chemistry. The manuscript covers approaches to the synthesis of 5-ene-4-thiazolidinone derivatives: modification of the C5 position of the basic core; synthesis of the target compounds in the one-pot or multistage reactions or transformation of other related heterocycles. The most prominent pharmacological profiles of 5-ene derivatives of different 4-thiazolidinone subtypes belonging to hit-, lead-compounds, drug-candidates and drugs as well as the most studied targets have been discussed. Currently target compounds (especially 5-en-rhodanines) are assigned as frequent hitters or pan-assay interference compounds (PAINS) within high-throughput screening campaigns. Nevertheless, the crucial impact of the presence/nature of C5 substituent (namely 5-ene) on the pharmacological effects of 5-ene-4-thiazolidinones was confirmed by the numerous listed findings from the original articles. The main directions for active 5-ene-4-thiazolidinones optimization have been shown: i) complication of the fragment in the C5 position; ii) introduction of the substituents in the N3 position (especially fragments with carboxylic group or its derivatives); iii) annealing in complex heterocyclic systems; iv) combination with other pharmacologically attractive fragments within hybrid pharmacophore approach. Moreover, the utilization of 5-ene-4-thiazolidinones in the synthesis of complex compounds with potent pharmacological application is described. The chemical transformations cover mainly the reactions which involve the exocyclic double bond in C5 position of the main core and correspond to the abovementioned direction of the 5-ene-4-thiazolidinone modification.
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Affiliation(s)
- Danylo Kaminskyy
- Department of Pharmaceutical, Organic and Bioorganic Chemistry, Danylo Halytsky Lviv National Medical University, Pekarska 69, Lviv-10, 79010, Ukraine
| | - Anna Kryshchyshyn
- Department of Pharmaceutical, Organic and Bioorganic Chemistry, Danylo Halytsky Lviv National Medical University, Pekarska 69, Lviv-10, 79010, Ukraine
| | - Roman Lesyk
- Department of Pharmaceutical, Organic and Bioorganic Chemistry, Danylo Halytsky Lviv National Medical University, Pekarska 69, Lviv-10, 79010, Ukraine.
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15
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Cotman AE, Trampuž M, Brvar M, Kikelj D, Ilaš J, Peterlin-Mašič L, Montalvão S, Tammela P, Frlan R. Design, Synthesis, and Evaluation of Novel Tyrosine-Based DNA Gyrase B Inhibitors. Arch Pharm (Weinheim) 2017. [PMID: 28621824 DOI: 10.1002/ardp.201700087] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The discovery and synthesis of new tyrosine-based inhibitors of DNA gyrase B (GyrB), which target its ATPase subunit, is reported. Twenty-four compounds were synthesized and evaluated for activity against DNA gyrase and DNA topoisomerase IV. The antibacterial properties of selected GyrB inhibitors were demonstrated by their activity against Staphylococcus aureus and Enterococcus faecalis in the low micromolar range. The most promising compounds, 8a and 13e, inhibited Escherichia coli and S. aureus GyrB with IC50 values of 40 and 30 µM. The same compound also inhibited the growth of S. aureus and E. faecalis with minimal inhibitory concentrations (MIC90 ) of 14 and 28 µg/mL, respectively.
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Affiliation(s)
- Andrej E Cotman
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia.,National Institute of Chemistry, Ljubljana, Slovenia
| | - Marko Trampuž
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia.,National Institute of Chemistry, Ljubljana, Slovenia
| | - Matjaž Brvar
- National Institute of Chemistry, Ljubljana, Slovenia
| | - Danijel Kikelj
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Janez Ilaš
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | | | - Sofia Montalvão
- Faculty of Pharmacy, Division of Pharmaceutical Biosciences, University of Helsinki, Helsinki, Finland
| | - Päivi Tammela
- Faculty of Pharmacy, Division of Pharmaceutical Biosciences, University of Helsinki, Helsinki, Finland
| | - Rok Frlan
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
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16
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Panchaud P, Bruyère T, Blumstein AC, Bur D, Chambovey A, Ertel EA, Gude M, Hubschwerlen C, Jacob L, Kimmerlin T, Pfeifer T, Prade L, Seiler P, Ritz D, Rueedi G. Discovery and Optimization of Isoquinoline Ethyl Ureas as Antibacterial Agents. J Med Chem 2017; 60:3755-3775. [DOI: 10.1021/acs.jmedchem.6b01834] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Philippe Panchaud
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Thierry Bruyère
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | | | - Daniel Bur
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Alain Chambovey
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Eric A. Ertel
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Markus Gude
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | | | - Loïc Jacob
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Thierry Kimmerlin
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Thomas Pfeifer
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Lars Prade
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Peter Seiler
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Daniel Ritz
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
| | - Georg Rueedi
- Actelion Pharmaceuticals Ltd., Gewerbestrasse 16, CH-4123 Allschwil, Switzerland
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17
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Boibessot T, Zschiedrich CP, Lebeau A, Bénimèlis D, Dunyach-Rémy C, Lavigne JP, Szurmant H, Benfodda Z, Meffre P. The Rational Design, Synthesis, and Antimicrobial Properties of Thiophene Derivatives That Inhibit Bacterial Histidine Kinases. J Med Chem 2016; 59:8830-8847. [PMID: 27575438 DOI: 10.1021/acs.jmedchem.6b00580] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The emergence of multidrug-resistant bacteria emphasizes the urgent need for novel antibacterial compounds targeting unique cellular processes. Two-component signal transduction systems (TCSs) are commonly used by bacteria to couple environmental stimuli to adaptive responses, are absent in mammals, and are embedded in various pathogenic pathways. To attenuate these signaling pathways, we aimed to target the TCS signal transducer histidine kinase (HK) by focusing on their highly conserved adenosine triphosphate-binding domain. We used a structure-based drug design strategy that begins from an inhibitor-bound crystal structure and includes a significant number of structurally simplifiying "intuitive" modifications to arrive at the simple achiral, biaryl target structures. Thus, ligands were designed, leading to a series of thiophene derivatives. These compounds were synthesized and evaluated in vitro against bacterial HKs. We identified eight compounds with significant inhibitory activities against these proteins, two of which exhibited broad-spectrum antimicrobial activity. The compounds were also evaluated as adjuvants for the treatment of resistant bacteria. One compound was found to restore the sensivity of these bacteria to the respective antibiotics.
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Affiliation(s)
- Thibaut Boibessot
- EA7352 CHROME, Rue du Dr G. Salan, University of Nîmes , 30021 Nîmes cedex 1, France
| | - Christopher P Zschiedrich
- Basic Medical Sciences, College of Osteopathic Medicine of the Pacific, Western University of Health Sciences , Pomona, California 91766, United States.,Department of Molecular and Experimental Medicine, The Scripps Research Institute , La Jolla, California 92037, United States
| | - Alexandre Lebeau
- EA7352 CHROME, Rue du Dr G. Salan, University of Nîmes , 30021 Nîmes cedex 1, France
| | - David Bénimèlis
- EA7352 CHROME, Rue du Dr G. Salan, University of Nîmes , 30021 Nîmes cedex 1, France
| | - Catherine Dunyach-Rémy
- Institut National de la Santé et de la Recherche Médicale, U1047, Montpellier University , CHU de Nîmes, Place du Pr R. Debré, 30029 Nîmes, France
| | - Jean-Philippe Lavigne
- Institut National de la Santé et de la Recherche Médicale, U1047, Montpellier University , CHU de Nîmes, Place du Pr R. Debré, 30029 Nîmes, France
| | - Hendrik Szurmant
- Basic Medical Sciences, College of Osteopathic Medicine of the Pacific, Western University of Health Sciences , Pomona, California 91766, United States.,Department of Molecular and Experimental Medicine, The Scripps Research Institute , La Jolla, California 92037, United States
| | - Zohra Benfodda
- EA7352 CHROME, Rue du Dr G. Salan, University of Nîmes , 30021 Nîmes cedex 1, France.,IBMM, UMR-CNRS5247, Université de Montpellier , Place Eugène Bataillon, 34095 Montpellier, France
| | - Patrick Meffre
- EA7352 CHROME, Rue du Dr G. Salan, University of Nîmes , 30021 Nîmes cedex 1, France.,IBMM, UMR-CNRS5247, Université de Montpellier , Place Eugène Bataillon, 34095 Montpellier, France
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18
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Linker-switch approach towards new ATP binding site inhibitors of DNA gyrase B. Eur J Med Chem 2016; 125:500-514. [PMID: 27689732 DOI: 10.1016/j.ejmech.2016.09.040] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 08/18/2016] [Accepted: 09/13/2016] [Indexed: 12/30/2022]
Abstract
Due to increasing emergence of bacterial resistance, compounds with new mechanisms of action are of paramount importance. One of modestly researched therapeutic targets in the field of antibacterial discovery is DNA gyrase B. In the present work we synthesized a focused library of potential DNA gyrase B inhibitors composed of two key pharmacophoric moieties linked by three types of sp3-rich linkers to obtain three structural classes of compounds. Using molecular docking, molecular dynamics and analysis of conserved waters in the binding site, we identified a favourable binding mode for piperidin-4-yl and 4-cyclohexyl pyrrole-2-carboxamides while predicting unfavourable interactions with the active site for piperazine pyrrole-2-carboxamides. Biological evaluation of prepared compounds on isolated enzyme DNA gyrase B confirmed our predictions and afforded multiple moderately potent inhibitors of DNA gyrase B. Namely trans-4-(4,5-dibromo-1H-pyrrole-2-carboxamide)cyclohexyl)glycine and 4-(4-(3,4-dichloro-5-methyl-1H-pyrrole-2-carboxamido)piperidin-1-yl)-4-oxobutanoic acid with an IC50 value of 16 and 0.5 μM respectively.
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19
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Li Y, Wong YL, Ng FM, Liu B, Wong YX, Poh ZY, Liu S, Then SW, Lee MY, Ng HQ, Huang Q, Hung AW, Cherian J, Hill J, Keller TH, Kang C. Escherichia coli Topoisomerase IV E Subunit and an Inhibitor Binding Mode Revealed by NMR Spectroscopy. J Biol Chem 2016; 291:17743-53. [PMID: 27365392 PMCID: PMC5016168 DOI: 10.1074/jbc.m116.737429] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 06/29/2016] [Indexed: 11/06/2022] Open
Abstract
Bacterial topoisomerases are attractive antibacterial drug targets because of their importance in bacterial growth and low homology with other human topoisomerases. Structure-based drug design has been a proven approach of efficiently developing new antibiotics against these targets. Past studies have focused on developing lead compounds against the ATP binding pockets of both DNA gyrase and topoisomerase IV. A detailed understanding of the interactions between ligand and target in a solution state will provide valuable information for further developing drugs against topoisomerase IV targets. Here we describe a detailed characterization of a known potent inhibitor containing a 9H-pyrimido[4,5-b]indole scaffold against the N-terminal domain of the topoisomerase IV E subunit from Escherichia coli (eParE). Using a series of biophysical and biochemical experiments, it has been demonstrated that this inhibitor forms a tight complex with eParE. NMR studies revealed the exact protein residues responsible for inhibitor binding. Through comparative studies of two inhibitors of markedly varied potencies, it is hypothesized that gaining molecular interactions with residues in the α4 and residues close to the loop of β1-α2 and residues in the loop of β3-β4 might improve the inhibitor potency.
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Affiliation(s)
- Yan Li
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Ying Lei Wong
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Fui Mee Ng
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Boping Liu
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Yun Xuan Wong
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Zhi Ying Poh
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Shuang Liu
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Siew Wen Then
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Michelle Yueqi Lee
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Hui Qi Ng
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Qiwei Huang
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Alvin W Hung
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Joseph Cherian
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Jeffrey Hill
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - Thomas H Keller
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
| | - CongBao Kang
- From the Experimental Therapeutics Centre, Agency for Science, Technology, and Research (A*STAR), 31 Biopolis Way, Nanos, 03-01, Singapore 138669
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20
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Biophysical Studies of Bacterial Topoisomerases Substantiate Their Binding Modes to an Inhibitor. Biophys J 2016; 109:1969-77. [PMID: 26536273 DOI: 10.1016/j.bpj.2015.10.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 09/25/2015] [Accepted: 10/01/2015] [Indexed: 12/18/2022] Open
Abstract
Bacterial DNA topoisomerases are essential for bacterial growth and are attractive, important targets for developing antibacterial drugs. Consequently, different potent inhibitors that target bacterial topoisomerases have been developed. However, the development of potent broad-spectrum inhibitors against both Gram-positive (G(+)) and Gram-negative (G(-)) bacteria has proven challenging. In this study, we carried out biophysical studies to better understand the molecular interactions between a potent bis-pyridylurea inhibitor and the active domains of the E-subunits of topoisomerase IV (ParE) from a G(+) strain (Streptococcus pneumoniae (sParE)) and a G(-) strain (Pseudomonas aeruginosa (pParE)). NMR results demonstrated that the inhibitor forms a tight complex with ParEs and the resulting complexes adopt structural conformations similar to those observed for free ParEs in solution. Further chemical-shift perturbation experiments and NOE analyses indicated that there are four regions in ParE that are important for inhibitor binding, namely, α2, the loop between β2 and α3, and the β2 and β6 strands. Surface plasmon resonance showed that this inhibitor binds to sParE with a higher KD than pParE. Point mutations in α2 of ParE, such as A52S (sParE), affected its binding affinity with the inhibitor. Taken together, these results provide a better understanding of the development of broad-spectrum antibacterial agents.
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21
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References. Antibiotics (Basel) 2015. [DOI: 10.1128/9781555819316.refs] [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] Open
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22
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Tomašič T, Katsamakas S, Hodnik Ž, Ilaš J, Brvar M, Solmajer T, Montalvão S, Tammela P, Banjanac M, Ergović G, Anderluh M, Peterlin Mašič L, Kikelj D. Discovery of 4,5,6,7-Tetrahydrobenzo[1,2-d]thiazoles as Novel DNA Gyrase Inhibitors Targeting the ATP-Binding Site. J Med Chem 2015; 58:5501-21. [PMID: 26098163 DOI: 10.1021/acs.jmedchem.5b00489] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Bacterial DNA gyrase and topoisomerase IV are essential enzymes that control the topological state of DNA during replication and validated antibacterial drug targets. Starting from a library of marine alkaloid oroidin analogues, we identified low micromolar inhibitors of Escherichia coli DNA gyrase based on the 5,6,7,8-tetrahydroquinazoline and 4,5,6,7-tetrahydrobenzo[1,2-d]thiazole scaffolds. Structure-based optimization of the initial hits resulted in low nanomolar E. coli DNA gyrase inhibitors, some of which exhibited micromolar inhibition of E. coli topoisomerase IV and of Staphylococcus aureus homologues. Some of the compounds possessed modest antibacterial activity against Gram positive bacterial strains, while their evaluation against wild-type, impA and ΔtolC E. coli strains suggests that they are efflux pump substrates and/or do not possess the physicochemical properties necessary for cell wall penetration. Our study provides a rationale for optimization of this class of compounds toward balanced dual DNA gyrase and topoisomerase IV inhibitors with antibacterial activity.
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Affiliation(s)
- Tihomir Tomašič
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Sotirios Katsamakas
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia.,‡Faculty of Health Sciences, School of Pharmacy, Department of Pharmaceutical Chemistry, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Žiga Hodnik
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Janez Ilaš
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Matjaž Brvar
- §Laboratory for Biocomputing and Bioinformatics, National Institute of Chemistry, Hajdrihova ulica 19, 1001 Ljubljana, Slovenia
| | - Tom Solmajer
- §Laboratory for Biocomputing and Bioinformatics, National Institute of Chemistry, Hajdrihova ulica 19, 1001 Ljubljana, Slovenia
| | - Sofia Montalvão
- ∥Faculty of Pharmacy, Centre for Drug Research, University of Helsinki, P.O. Box 56, FI-00014 Helsinki, Finland
| | - Päivi Tammela
- ∥Faculty of Pharmacy, Centre for Drug Research, University of Helsinki, P.O. Box 56, FI-00014 Helsinki, Finland
| | - Mihailo Banjanac
- ⊥Galapagos Istraživački Ctr D.o.o, Prilaz Baruna Filipovića 29, HR-10000 Zagreb, Croatia
| | - Gabrijela Ergović
- ⊥Galapagos Istraživački Ctr D.o.o, Prilaz Baruna Filipovića 29, HR-10000 Zagreb, Croatia
| | - Marko Anderluh
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Lucija Peterlin Mašič
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Danijel Kikelj
- †Faculty of Pharmacy, University of Ljubljana, Aškerčeva 7, 1000 Ljubljana, Slovenia
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23
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Ingle BL, Cundari TR. Impact of divalent metal cations on the catalysis of peptide bonds: a DFT study. J COORD CHEM 2014. [DOI: 10.1080/00958972.2014.964223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Brandall L. Ingle
- Center for Advanced Scientific Computing and Modeling (CASCaM), Department of Chemistry, University of North Texas, Denton, TX, USA
| | - Thomas R. Cundari
- Center for Advanced Scientific Computing and Modeling (CASCaM), Department of Chemistry, University of North Texas, Denton, TX, USA
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24
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Sayer JR, Walldén K, Pesnot T, Campbell F, Gane PJ, Simone M, Koss H, Buelens F, Boyle TP, Selwood DL, Waksman G, Tabor AB. 2- and 3-substituted imidazo[1,2-a]pyrazines as inhibitors of bacterial type IV secretion. Bioorg Med Chem 2014; 22:6459-70. [PMID: 25438770 PMCID: PMC4339681 DOI: 10.1016/j.bmc.2014.09.036] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 09/15/2014] [Accepted: 09/16/2014] [Indexed: 11/29/2022]
Abstract
A novel series of 8-amino imidazo[1,2-a]pyrazine derivatives has been developed as inhibitors of the VirB11 ATPase HP0525, a key component of the bacterial type IV secretion system. A flexible synthetic route to both 2- and 3-aryl substituted regioisomers has been developed. The resulting series of imidazo[1,2-a]pyrazines has been used to probe the structure-activity relationships of these inhibitors, which show potential as antibacterial agents.
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Affiliation(s)
- James R Sayer
- Department of Chemistry, UCL, 20, Gordon Street, London WC1H 0AJ, UK
| | - Karin Walldén
- Institute of Structural and Molecular Biology, UCL and Birkbeck, Malet Street, London WC1E 7HX, UK
| | - Thomas Pesnot
- Department of Chemistry, UCL, 20, Gordon Street, London WC1H 0AJ, UK
| | | | - Paul J Gane
- Wolfson Institute for Biomedical Research, UCL, The Cruciform Building, Gower Street, London WC1E 6BT, UK
| | - Michela Simone
- Wolfson Institute for Biomedical Research, UCL, The Cruciform Building, Gower Street, London WC1E 6BT, UK
| | - Hans Koss
- Department of Chemistry, UCL, 20, Gordon Street, London WC1H 0AJ, UK
| | - Floris Buelens
- Institute of Structural and Molecular Biology, UCL and Birkbeck, Malet Street, London WC1E 7HX, UK
| | - Timothy P Boyle
- Department of Chemistry, UCL, 20, Gordon Street, London WC1H 0AJ, UK
| | - David L Selwood
- Wolfson Institute for Biomedical Research, UCL, The Cruciform Building, Gower Street, London WC1E 6BT, UK
| | - Gabriel Waksman
- Institute of Structural and Molecular Biology, UCL and Birkbeck, Malet Street, London WC1E 7HX, UK
| | - Alethea B Tabor
- Department of Chemistry, UCL, 20, Gordon Street, London WC1H 0AJ, UK.
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25
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Kouidmi I, Levesque RC, Paradis-Bleau C. The biology of Mur ligases as an antibacterial target. Mol Microbiol 2014; 94:242-53. [DOI: 10.1111/mmi.12758] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/14/2014] [Indexed: 01/19/2023]
Affiliation(s)
- Imène Kouidmi
- Department of Microbiology, Infectiology and Immunology; Université de Montreal; Montreal Quebec Canada
| | - Roger C. Levesque
- Institut de biologie intégrative et des systèmes; Université Laval; Montreal Quebec Canada
| | - Catherine Paradis-Bleau
- Department of Microbiology, Infectiology and Immunology; Université de Montreal; Montreal Quebec Canada
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26
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Ma X, Sun X. Sequence-based predictor of ATP-binding residues using random forest and mRMR-IFS feature selection. J Theor Biol 2014; 360:59-66. [PMID: 25014477 DOI: 10.1016/j.jtbi.2014.06.037] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 06/17/2014] [Accepted: 06/28/2014] [Indexed: 01/05/2023]
Abstract
We develop a computational and statistical approach (ATPBR) for predicting ATP-binding residues in proteins from amino acid sequences by using random forests with a novel hybrid feature. The hybrid feature incorporates a new feature called PSSMPP, the predicted secondary structure and orthogonal binary vectors. The mRMR-IFS feature selection method is utilized to construct the best prediction model. At last, ATPBR achieves significantly improved performance over existing methods, with 87.53% accuracy and a Matthew׳s correlation coefficient of 0.554. In addition, our further analysis demonstrates that PSSMPP distinguishes more effectively between ATP-binding and non-binding residues. Besides, the optimal features selected by the mRMR-IFS method improve the prediction performance and may provide useful insights for revealing the mechanisms of ATP and proteins interactions.
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Affiliation(s)
- Xin Ma
- Golden Audit College, Nanjing Audit University, Nanjing 210029, China.
| | - Xiao Sun
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China.
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27
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Basarab GS, Hill PJ, Garner CE, Hull K, Green O, Sherer BA, Dangel PB, Manchester JI, Bist S, Hauck S, Zhou F, Uria-Nickelsen M, Illingworth R, Alm R, Rooney M, Eakin AE. Optimization of pyrrolamide topoisomerase II inhibitors toward identification of an antibacterial clinical candidate (AZD5099). J Med Chem 2014; 57:6060-82. [PMID: 24959892 DOI: 10.1021/jm500462x] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
AZD5099 (compound 63) is an antibacterial agent that entered phase 1 clinical trials targeting infections caused by Gram-positive and fastidious Gram-negative bacteria. It was derived from previously reported pyrrolamide antibacterials and a fragment-based approach targeting the ATP binding site of bacterial type II topoisomerases. The program described herein varied a 3-piperidine substituent and incorporated 4-thiazole substituents that form a seven-membered ring intramolecular hydrogen bond with a 5-position carboxylic acid. Improved antibacterial activity and lower in vivo clearances were achieved. The lower clearances were attributed, in part, to reduced recognition by the multidrug resistant transporter Mrp2. Compound 63 showed notable efficacy in a mouse neutropenic Staphylococcus aureus infection model. Resistance frequency versus the drug was low, and reports of clinical resistance due to alteration of the target are few. Hence, 63 could offer a novel treatment for serious issues of resistance to currently used antibacterials.
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Affiliation(s)
- Gregory S Basarab
- Infection Innovative Medicines, AstraZeneca R&D Boston , 35 Gatehouse Drive, Waltham, Massachusetts 02451, United States
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28
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Mayer C, Janin YL. Non-quinolone inhibitors of bacterial type IIA topoisomerases: a feat of bioisosterism. Chem Rev 2013; 114:2313-42. [PMID: 24313284 DOI: 10.1021/cr4003984] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Claudine Mayer
- Unité de Microbiologie Structurale, Département de Biologie Structurale et Chimie, Institut Pasteur , 25 rue du Dr. Roux, 75724 Paris Cedex 15, France
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29
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Basarab GS, Manchester JI, Bist S, Boriack-Sjodin PA, Dangel B, Illingworth R, Sherer BA, Sriram S, Uria-Nickelsen M, Eakin AE. Fragment-to-hit-to-lead discovery of a novel pyridylurea scaffold of ATP competitive dual targeting type II topoisomerase inhibiting antibacterial agents. J Med Chem 2013; 56:8712-35. [PMID: 24098982 DOI: 10.1021/jm401208b] [Citation(s) in RCA: 70] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The discovery and optimization of a new class of bacterial topoisomerase (DNA gyrase and topoisomerase IV) inhibitors binding in the ATP domain are described. A fragment molecule, 1-ethyl-3-(2-pyridyl)urea, provided sufficiently potent enzyme inhibition (32 μM) to prompt further analogue work. Acids and acid isosteres were incorporated at the 5-pyridyl position of this fragment, bridging to a key asparagine residue, improving enzyme inhibition, and leading to measurable antibacterial activity. A CF3-thiazole substituent at the 4-pyridyl position improved inhibitory potency due to a favorable lipophilic interaction. Promising antibacterial activity was seen versus the Gram-positive pathogens Staphylococcus aureus and Streptococcus pneumoniae and the Gram-negative pathogens Haemophilus influenzae and Moraxella catarrhalis . Precursor metabolite incorporation and mutant analysis studies support the mode-of-action, blockage of DNA synthesis by dual target topoisomerase inhibition. Compound 35 was efficacious in a mouse S. aureus disease model, where a 4.5-log reduction in colony forming units versus control was demonstrated.
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Affiliation(s)
- Gregory S Basarab
- Infection Innovative Medicines, AstraZeneca R&D Boston , 35 Gatehouse Drive, Waltham, Massachusetts 02451, United States
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30
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Škedelj V, Perdih A, Brvar M, Kroflič A, Dubbée V, Savage V, O'Neill AJ, Solmajer T, Bešter-Rogač M, Blanot D, Hugonnet JE, Magnet S, Arthur M, Mainardi JL, Stojan J, Zega A. Discovery of the first inhibitors of bacterial enzyme d-aspartate ligase from Enterococcus faecium (Aslfm). Eur J Med Chem 2013; 67:208-20. [DOI: 10.1016/j.ejmech.2013.06.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Revised: 06/01/2013] [Accepted: 06/02/2013] [Indexed: 01/24/2023]
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31
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Walsh CT, Wencewicz TA. Prospects for new antibiotics: a molecule-centered perspective. J Antibiot (Tokyo) 2013; 67:7-22. [DOI: 10.1038/ja.2013.49] [Citation(s) in RCA: 272] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2013] [Revised: 04/22/2013] [Accepted: 05/01/2013] [Indexed: 12/12/2022]
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32
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East SP, Silver LL. Multitarget ligands in antibacterial research: progress and opportunities. Expert Opin Drug Discov 2012; 8:143-56. [PMID: 23252414 DOI: 10.1517/17460441.2013.743991] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Resistance to current antibacterial therapies is an inevitability that represents a significant global health concern. Bacteria have the capacity to render all current drug treatments ineffective, which places a demand on the drug discovery community to constantly develop new antibacterial agents. Compounds that inhibit multiple biological targets, often referred to as multitarget ligands, are an inviting prospect in antibacterial research because, although they will not solve the issue of resistance, they might help to delay the onset. AREAS COVERED This review covers some of the recent progress in identifying new ligands that deliberately interact with more than one essential biological target in bacteria. The two principal areas covered are inhibitors of DNA replication and cell wall biosynthesis. EXPERT OPINION Antibacterial programs for the design of multitarget ligands present an important opportunity for production of antibacterial agents. Their longevity, due to slow development of resistance, is comparable to that seen with other successful agents - but is much improved over single-targeted agents for which resistance can appear in vitro overnight. The preclinical development of these agents will have to overcome the standard problems of antibacterial discovery. Such problems include optimization of characteristics favoring cell entry and particularly the demonstration of selectivity of inhibition of the desired multiple targets without inhibition of other bacterial or any mammalian functions.
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Affiliation(s)
- Stephen P East
- Evotec (UK) Ltd., 114 Milton Park, Abingdon, Oxfordshire OX14 4SA, UK.
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33
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Francis S, Wilke KE, Brown DE, Carlson EE. Mechanistic insight into inhibition of two-component system signaling. MEDCHEMCOMM 2012; 4:269-277. [PMID: 23336064 DOI: 10.1039/c2md20308a] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Two-component signal transduction systems (TCSs) are commonly used by bacteria to couple environmental stimuli to adaptive responses. Targeting the highly conserved kinase domain in these systems represents a promising strategy for the design of a broad-spectrum antibiotic; however, development of such compounds has been marred by an incomplete understanding of the conserved binding features within the active site that could be exploited in molecule design. Consequently, a large percentage of the available TCS inhibitors demonstrate poor target specificity and act via multiple mechanisms, with aggregation of the kinase being the most notable. In order to elucidate the mode of action of some of these compounds, molecular modeling was employed to dock a suite of molecules into the ATP-binding domain of several histidine kinases. This effort revealed a key structural feature of the domain that is likely interacting with several known inhibitors and is also highly conserved. Furthermore, generation of several simplified scaffolds derived from a reported inhibitor and characterization of these compounds using activity assays, protein aggregation studies and saturation transfer differential (STD) NMR suggests that targeting of this protein feature may provide a basis for the design of ATP-competitive compounds.
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Affiliation(s)
- Samson Francis
- Department of Chemistry, Indiana University, 800 E. Kirkwood Avenue, Bloomington, Indiana, USA. Tel: 812-855-3665;
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34
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Škedelj V, Arsovska E, Tomašić T, Kroflič A, Hodnik V, Hrast M, Bešter-Rogač M, Anderluh G, Gobec S, Bostock J, Chopra I, O'Neill AJ, Randall C, Zega A. 6-Arylpyrido[2,3-d]pyrimidines as novel ATP-competitive inhibitors of bacterial D-alanine:D-alanine ligase. PLoS One 2012; 7:e39922. [PMID: 22876277 PMCID: PMC3410885 DOI: 10.1371/journal.pone.0039922] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2012] [Accepted: 05/29/2012] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND ATP-dependent D-alanine:D-alanine ligase (Ddl) is a part of biochemical machinery involved in peptidoglycan biosynthesis, as it catalyzes the formation of the terminal D-ala-D-ala dipeptide of the peptidoglycan precursor UDPMurNAc-pentapeptide. Inhibition of Ddl prevents bacterial growth, which makes this enzyme an attractive and viable target in the urgent search of novel effective antimicrobial drugs. To address the problem of a relentless increase in resistance to known antimicrobial agents we focused our attention to discovery of novel ATP-competitive inhibitors of Ddl. METHODOLOGY/PRINCIPAL FINDINGS Encouraged by recent successful attempts to find selective ATP-competitive inhibitors of bacterial enzymes we designed, synthesized and evaluated a library of 6-arylpyrido[2,3-d]pyrimidine-based compounds as inhibitors of Escherichia coli DdlB. Inhibitor binding to the target enzyme was subsequently confirmed by surface plasmon resonance and studied with isothermal titration calorimetry. Since kinetic analysis indicated that 6-arylpyrido[2,3-d]pyrimidines compete with the enzyme substrate ATP, inhibitor binding to the ATP-binding site was additionally studied with docking. Some of these inhibitors were found to possess antibacterial activity against membrane-compromised and efflux pump-deficient strains of E. coli. CONCLUSIONS/SIGNIFICANCE We discovered new ATP-competitive inhibitors of DdlB, which may serve as a starting point for development of more potent inhibitors of DdlB that could include both, an ATP-competitive and D-Ala competitive moiety.
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Affiliation(s)
- Veronika Škedelj
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Emilija Arsovska
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Tihomir Tomašić
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Ana Kroflič
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
| | - Vesna Hodnik
- Biotechnical faculty, Infrastructural Center for Surface Plasmon Resonance, University of Ljubljana, Ljubljana, Slovenia
| | - Martina Hrast
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Marija Bešter-Rogač
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
| | - Gregor Anderluh
- Biotechnical faculty, Infrastructural Center for Surface Plasmon Resonance, University of Ljubljana, Ljubljana, Slovenia
| | - Stanislav Gobec
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Julieanne Bostock
- Antimicrobial Research Centre and Instititue of Molecular & Cellular Biology, University of Leeds, Leeds, United Kingdom
| | - Ian Chopra
- Antimicrobial Research Centre and Instititue of Molecular & Cellular Biology, University of Leeds, Leeds, United Kingdom
| | - Alex J. O'Neill
- Antimicrobial Research Centre and Instititue of Molecular & Cellular Biology, University of Leeds, Leeds, United Kingdom
| | - Christopher Randall
- Antimicrobial Research Centre and Instititue of Molecular & Cellular Biology, University of Leeds, Leeds, United Kingdom
| | - Anamarija Zega
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
- * E-mail:
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35
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Konc J, Depolli M, Trobec R, Rozman K, Janežič D. Parallel-ProBiS: fast parallel algorithm for local structural comparison of protein structures and binding sites. J Comput Chem 2012; 33:2199-203. [PMID: 22718529 DOI: 10.1002/jcc.23048] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2012] [Revised: 05/10/2012] [Accepted: 05/25/2012] [Indexed: 11/12/2022]
Abstract
The ProBiS algorithm performs a local structural comparison of the query protein surface against the nonredundant database of protein structures. It finds proteins that have binding sites in common with the query protein. Here, we present a new parallelized algorithm, Parallel-ProBiS, for detecting similar binding sites on clusters of computers. The obtained speedups of the parallel ProBiS scale almost ideally with the number of computing cores up to about 64 computing cores. Scaling is better for larger than for smaller query proteins. For a protein with almost 600 amino acids, the maximum speedup of 180 was achieved on two interconnected clusters with 248 computing cores. Source code of Parallel-ProBiS is available for download free for academic users at http://probis.cmm.ki.si/download.
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Affiliation(s)
- Janez Konc
- Laboratory for Molecular Modeling, National Institute of Chemistry, Hajdrihova 19, SI-1000, Ljubljana, Slovenia
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36
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Konc J, Janezic D. ProBiS-2012: web server and web services for detection of structurally similar binding sites in proteins. Nucleic Acids Res 2012; 40:W214-21. [PMID: 22600737 PMCID: PMC3394329 DOI: 10.1093/nar/gks435] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The ProBiS web server is a web server for detection of structurally similar binding sites in the PDB and for local pairwise alignment of protein structures. In this article, we present a new version of the ProBiS web server that is 10 times faster than earlier versions, due to the efficient parallelization of the ProBiS algorithm, which now allows significantly faster comparison of a protein query against the PDB and reduces the calculation time for scanning the entire PDB from hours to minutes. It also features new web services, and an improved user interface. In addition, the new web server is united with the ProBiS-Database and thus provides instant access to pre-calculated protein similarity profiles for over 29 000 non-redundant protein structures. The ProBiS web server is particularly adept at detection of secondary binding sites in proteins. It is freely available at http://probis.cmm.ki.si/old-version, and the new ProBiS web server is at http://probis.cmm.ki.si.
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Affiliation(s)
- Janez Konc
- National Institute of Chemistry, Ljubljana, Slovenia
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37
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Konc J, Cesnik T, Konc JT, Penca M, Janežič D. ProBiS-database: precalculated binding site similarities and local pairwise alignments of PDB structures. J Chem Inf Model 2012; 52:604-12. [PMID: 22268964 PMCID: PMC3287116 DOI: 10.1021/ci2005687] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
![]()
ProBiS-Database is a searchable repository of precalculated
local
structural alignments in proteins detected by the ProBiS algorithm
in the Protein Data Bank. Identification of functionally important
binding regions of the protein is facilitated by structural similarity
scores mapped to the query protein structure. PDB structures that
have been aligned with a query protein may be rapidly retrieved from
the ProBiS-Database, which is thus able to generate hypotheses concerning
the roles of uncharacterized proteins. Presented with uncharacterized
protein structure, ProBiS-Database can discern relationships between
such a query protein and other better known proteins in the PDB. Fast
access and a user-friendly graphical interface promote easy exploration
of this database of over 420 million local structural alignments.
The ProBiS-Database is updated weekly and is freely available online
at http://probis.cmm.ki.si/database.
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Affiliation(s)
- Janez Konc
- National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia
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38
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Fawaz MV, Topper M, Firestine SM. The ATP-grasp enzymes. Bioorg Chem 2011; 39:185-91. [PMID: 21920581 PMCID: PMC3243065 DOI: 10.1016/j.bioorg.2011.08.004] [Citation(s) in RCA: 130] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2011] [Revised: 08/12/2011] [Accepted: 08/13/2011] [Indexed: 12/17/2022]
Abstract
The ATP-grasp enzymes consist of a superfamily of 21 proteins that contain an atypical ATP-binding site, called the ATP-grasp fold. The ATP-grasp fold is comprised of two α+β domains that "grasp" a molecule of ATP between them and members of the family typically have an overall structural design containing three common conserved focal domains. The founding members of the family consist of biotin carboxylase, d-ala-d-ala ligase and glutathione synthetase, all of which catalyze the ATP-assisted reaction of a carboxylic acid with a nucleophile via the formation of an acylphosphate intermediate. While most members of the superfamily follow this mechanistic pathway, studies have demonstrated that two enzymes catalyze only the phosphoryl transfer step and thus are kinases instead of ligases. Members of the ATP-grasp superfamily are found in several metabolic pathways including de novo purine biosynthesis, gluconeogenesis, and fatty acid synthesis. Given the critical nature of these enzymes, researchers have actively sought the development of potent inhibitors of several members of the superfamily as antibacterial and anti-obseity agents. In this review, we will discuss the structure, function, mechanism, and inhibition of the ATP-grasp enzymes.
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Affiliation(s)
| | | | - Steven M. Firestine
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI 48201
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39
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Vehar B, Hrast M, Kovač A, Konc J, Mariner K, Chopra I, O'Neill A, Janežič D, Gobec S. Ellipticines and 9-acridinylamines as inhibitors of D-alanine:D-alanine ligase. Bioorg Med Chem 2011; 19:5137-46. [PMID: 21831641 DOI: 10.1016/j.bmc.2011.07.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 07/11/2011] [Accepted: 07/12/2011] [Indexed: 11/29/2022]
Abstract
D-Alanine:D-alanine ligase (Ddl), an intracellular bacterial enzyme essential for cell wall biosynthesis, is an attractive target for development of novel antimicrobial drugs. This study focused on an extensive evaluation of two families of Ddl inhibitors encountered in our previous research. New members of both families were obtained through similarity search and synthesis. Ellipticines and 9-acridinylamines were both found to possess inhibitory activity against Ddl from Escherichia coli and antimicrobial activity against E. coli and Staphylococcus aureus. Ellipticines with a quaternary methylpyridinium moiety were the most potent among all studied compounds, with MIC values as low as 2 mg/L in strains with intact efflux mechanisms. Antimicrobial activity of the studied compounds was connected to membrane damage, making their development as antibacterial drug candidates unlikely unless analogues devoid of this nonspecific effect can be discovered.
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Affiliation(s)
- Blaž Vehar
- National Institute of Chemistry, Ljubljana, Slovenia
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40
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Virtual screening for potential inhibitors of bacterial MurC and MurD ligases. J Mol Model 2011; 18:1063-72. [PMID: 21667288 DOI: 10.1007/s00894-011-1139-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2011] [Accepted: 05/25/2011] [Indexed: 12/24/2022]
Abstract
Mur ligases are bacterial enzymes involved in the cytoplasmic steps of peptidoglycan biosynthesis and are viable targets for antibacterial drug discovery. We have performed virtual screening for potential ATP-competitive inhibitors targeting MurC and MurD ligases, using a protocol of consecutive hierarchical filters. Selected compounds were evaluated for inhibition of MurC and MurD ligases, and weak inhibitors possessing dual inhibitory activity have been identified. These compounds represent new scaffolds for further optimisation towards multiple Mur ligase inhibitors with improved inhibitory potency.
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