1
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Lee YV, Choi SB, Wahab HA, Lim TS, Choong YS. Applications of Ensemble Docking in Potential Inhibitor Screening for Mycobacterium tuberculosis Isocitrate Lyase Using a Local Plant Database. J Chem Inf Model 2019; 59:2487-2495. [PMID: 30840452 DOI: 10.1021/acs.jcim.8b00963] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Isocitrate lyase (ICL) is a persistent factor for the survival of dormant stage Mycobacterium tuberculosis (MTB), thus a potential drug target for tuberculosis treatment. In this work, ensemble docking approach was used to screen for potential inhibitors of ICL. The ensemble conformations of ICL active site were obtained from molecular dynamics simulation on three dimer form systems, namely the apo ICL, ICL in complex with metabolites (glyoxylate and succinate), and ICL in complex with substrate (isocitrate). Together with the ensemble conformations and the X-ray crystal structures, 22 structures were used for the screening against Malaysian Natural Compound Database (NADI). The top 10 compounds for each ensemble conformation were selected. The number of compounds was then further narrowed down to 22 compounds that were within the Lipinski's Rule of Five for drug-likeliness and were also docked into more than one ensemble conformation. Theses 22 compounds were furthered evaluate using whole cell assay. Some compounds were not commercially available; therefore, plant crude extracts were used for the whole cell assay. Compared to itaconate (the known inhibitor of ICL), crude extracts from Manilkara zapota, Morinda citrifolia, Vitex negundo, and Momordica charantia showed some inhibition activity. The MIC/MBC value were 12.5/25, 12.5/25, 0.78/1.6, and 0.39/1.6 mg/mL, respectively. This work could serve as a preliminary study in order to narrow the scope for high throughput screening in the future.
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Affiliation(s)
- Yie-Vern Lee
- Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| | - Sy Bing Choi
- School of Data Science , Perdana University , 43400 Sri Kembangan , Selangor , Malaysia
| | - Habibah A Wahab
- Pharmaceutical Design and Simulation Laboratory, School of Pharmaceutical Sciences , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia.,Analytical Biochemistry Research Centre , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| | - Yee Siew Choong
- Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
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2
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Malikanti R, Vadija R, Veeravarapu H, Mustyala KK, Malkhed V, Vuruputuri U. Identification of small molecular ligands as potent inhibitors of fatty acid metabolism in Mycobacterium tuberculosis. J Mol Struct 2017. [DOI: 10.1016/j.molstruc.2017.08.090] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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3
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Singh A, Varshney U, Vijayan M. Structure of the second Single Stranded DNA Binding protein (SSBb) from Mycobacterium smegmatis. J Struct Biol 2016; 196:448-454. [DOI: 10.1016/j.jsb.2016.09.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 09/16/2016] [Accepted: 09/17/2016] [Indexed: 10/21/2022]
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4
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Gazi MA, Kibria MG, Mahfuz M, Islam MR, Ghosh P, Afsar MNA, Khan MA, Ahmed T. Functional, structural and epitopic prediction of hypothetical proteins of Mycobacterium tuberculosis H37Rv: An in silico approach for prioritizing the targets. Gene 2016; 591:442-55. [PMID: 27374154 DOI: 10.1016/j.gene.2016.06.057] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Revised: 04/27/2016] [Accepted: 06/28/2016] [Indexed: 01/11/2023]
Abstract
The global control of tuberculosis (TB) remains a great challenge from the standpoint of diagnosis, detection of drug resistance, and treatment. Major serodiagnostic limitations include low sensitivity and high cost in detecting TB. On the other hand, treatment measures are often hindered by low efficacies of commonly used drugs and resistance developed by the bacteria. Hence, there is a need to look into newer diagnostic and therapeutic targets. The proteome information available suggests that among the 3906 proteins in Mycobacterium tuberculosis H37Rv, about quarter remain classified as hypothetical uncharacterized set. This study involves a combination of a number of bioinformatics tools to analyze those hypothetical proteins (HPs). An entire set of 999 proteins was primarily screened for protein sequences having conserved domains with high confidence using a combination of the latest versions of protein family databases. Subsequently, 98 of such potential target proteins were extensively analyzed by means of physicochemical characteristics, protein-protein interaction, sub-cellular localization, structural similarity and functional classification. Next, we predicted antigenic proteins from the entire set and identified B and T cell epitopes of these proteins in M. tuberculosis H37Rv. We predicted the function of these HPs belong to various classes of proteins such as enzymes, transporters, receptors, structural proteins, transcription regulators and other proteins. However, the structural similarity prediction of the annotated proteins substantiated the functional classification of those proteins. Consequently, based on higher antigenicity score and sub-cellular localization, we choose two (NP_216420.1, NP_216903.1) of the antigenic proteins to exemplify B and T cell epitope prediction approach. Finally we found 15 epitopes those located partially or fully in the linear epitope region. We found 21 conformational epitopes by using Ellipro server as well. In silico methodology used in this study and the data thus generated for HPs of M. tuberculosis H37Rv may facilitate swift experimental identification of potential serodiagnostic and therapeutic targets for treatment and control.
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Affiliation(s)
- Md Amran Gazi
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Bangladesh.
| | - Mohammad Golam Kibria
- Parasitology Laboratory, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Bangladesh.
| | - Mustafa Mahfuz
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Bangladesh.
| | - Md Rezaul Islam
- International Max Planck Research School, Grisebachstraße 5, 37077 Göttingen, Germany.
| | - Prakash Ghosh
- Parasitology Laboratory, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Bangladesh.
| | - Md Nure Alam Afsar
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Bangladesh.
| | - Md Arif Khan
- Bio-Bio-1 Research Foundation, Sangskriti Bikash Kendra Bhaban, 1/E/1, Poribag, Dhaka 1000, Bangladesh.
| | - Tahmeed Ahmed
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Bangladesh.
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5
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Singh A, Bhagavat R, Vijayan M, Chandra N. A comparative analysis of the DNA recombination repair pathway in mycobacterial genomes. Tuberculosis (Edinb) 2016; 99:109-119. [PMID: 27450012 DOI: 10.1016/j.tube.2016.04.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Revised: 04/19/2016] [Accepted: 04/28/2016] [Indexed: 10/21/2022]
Abstract
In prokaryotes, repair by homologous recombination provides a major means to reinstate the genetic information lost in DNA damage. Recombination repair pathway in mycobacteria has multiple differences as compared to that in Escherichia coli. Of about 20 proteins known to be involved in the pathway, a set of 9 proteins, namely, RecF, RecO, RecR, RecA, SSBa, RuvA, RuvB and RuvC was found to be indispensable among the 43 mycobacterial strains. A domain level analysis indicated that most domains involved in recombination repair are unique to these proteins and are present as single copies in the genomes. Synteny analysis reveals that the gene order of proteins involved in the pathway is not conserved, suggesting that they may be regulated differently in different species. Sequence conservation among the same protein from different strains suggests the importance of RecO-RecA and RecFOR-RecA presynaptic pathways in the repair of double strand-breaks and single strand-breaks respectively. New annotations obtained from the analysis, include identification of a protein with a probable Holliday junction binding role present in 41 mycobacterial genomes and that of a RecB-like nuclease, containing a cas4 domain, present in 42 genomes. New insights into the binding of small molecules to the relevant proteins are provided by binding pocket analysis using three dimensional structural models. Analysis of the various features of the recombination repair pathway, presented here, is likely to provide a framework for further exploring stress response and emergence of drug resistance in mycobacteria.
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Affiliation(s)
- Amandeep Singh
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, Karnataka, India
| | - Raghu Bhagavat
- Department of Biochemistry, Indian Institute of Science, Bangalore 560012, Karnataka, India
| | - M Vijayan
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, Karnataka, India
| | - Nagasuma Chandra
- Department of Biochemistry, Indian Institute of Science, Bangalore 560012, Karnataka, India.
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6
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Choudhury C, Priyakumar UD, Sastry GN. Dynamics based pharmacophore models for screening potential inhibitors of mycobacterial cyclopropane synthase. J Chem Inf Model 2015; 55:848-60. [PMID: 25751016 DOI: 10.1021/ci500737b] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The therapeutic challenges in the treatment of tuberculosis demand multidisciplinary approaches for the identification of potential drug targets as well as fast and accurate techniques to screen huge chemical libraries. Mycobacterial cyclopropane synthase (CmaA1) has been shown to be essential for the survival of the bacteria due to its critical role in the synthesis of mycolic acids. The present study proposes pharmacophore models based on the structure of CmaA1 taking into account its various states in the cyclopropanation process, and their dynamic nature as assessed using molecular dynamics (MD) simulations. The qualities of these pharmacophore models were validated by mapping 23 molecules that have been previously reported to exhibit inhibitory activities on CmaA1. Additionally, 1398 compounds that have been shown to be inactive for tuberculosis were collected from the ChEMBL database and were screened against the models for validation. The models were further validated by comparing the results from pharmacophore mapping with the results obtained from docking these molecules with the respective protein structures. The best models are suggested by validating all the models based on their screening abilities and by comparing with docking results. The models generated from the MD trajectories were found to perform better than the one generated based on the crystal structure demonstrating the importance of incorporating receptor flexibility in drug design.
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Affiliation(s)
- Chinmayee Choudhury
- †Centre for Computational Natural Sciences and Bioinformatics, International Institute of Information and Technology, Hyderabad 500032, India
- ‡Centre for Molecular Modeling, Indian Institute of Chemical Technology, Hyderabad 500007, India
| | - U Deva Priyakumar
- †Centre for Computational Natural Sciences and Bioinformatics, International Institute of Information and Technology, Hyderabad 500032, India
| | - G Narahari Sastry
- ‡Centre for Molecular Modeling, Indian Institute of Chemical Technology, Hyderabad 500007, India
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7
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Choudhury C, Deva Priyakumar U, Sastry GN. Molecular dynamics investigation of the active site dynamics of mycobacterial cyclopropane synthase during various stages of the cyclopropanation process. J Struct Biol 2014; 187:38-48. [DOI: 10.1016/j.jsb.2014.04.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Revised: 04/16/2014] [Accepted: 04/17/2014] [Indexed: 11/28/2022]
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8
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Hamza A, Wagner JM, Evans T, Frasinyuk MS, Kwiatkowski S, Zhan CG, Watt DS, Korotkov KV. Novel mycosin protease MycP₁ inhibitors identified by virtual screening and 4D fingerprints. J Chem Inf Model 2014; 54:1166-73. [PMID: 24628123 PMCID: PMC4010288 DOI: 10.1021/ci500025r] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Indexed: 01/17/2023]
Abstract
The rise of drug-resistant Mycobacterium tuberculosis lends urgency to the need for new drugs for the treatment of tuberculosis (TB). The identification of a serine protease, mycosin protease-1 (MycP₁), as the crucial agent in hydrolyzing the virulence factor, ESX-secretion-associated protein B (EspB), potentially opens the door to new tuberculosis treatment options. Using the crystal structure of mycobacterial MycP₁ in the apo form, we performed an iterative ligand- and structure-based virtual screening (VS) strategy to identify novel, nonpeptide, small-molecule inhibitors against MycP₁ protease. Screening of ∼485,000 ligands from databases at the Genomics Research Institute (GRI) at the University of Cincinnati and the National Cancer Institute (NCI) using our VS approach, which integrated a pharmacophore model and consensus molecular shape patterns of active ligands (4D fingerprints), identified 81 putative inhibitors, and in vitro testing subsequently confirmed two of them as active inhibitors. Thereafter, the lead structures of each VS round were used to generate a new 4D fingerprint that enabled virtual rescreening of the chemical libraries. Finally, the iterative process identified a number of diverse scaffolds as lead compounds that were tested and found to have micromolar IC₅₀ values against the MycP₁ target. This study validated the efficiency of the SABRE 4D fingerprints as a means of identifying novel lead compounds in each screening round of the databases. Together, these results underscored the value of using a combination of in silico iterative ligand- and structure-based virtual screening of chemical libraries with experimental validation for the identification of promising structural scaffolds, such as the MycP₁ inhibitors.
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Affiliation(s)
- Adel Hamza
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Structural Biology, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Jonathan M. Wagner
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Structural Biology, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Timothy
J. Evans
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Structural Biology, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Mykhaylo S. Frasinyuk
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Pharmaceutical Research and Innovation, University of Kentucky, Lexington, Kentucky 40536, United States
- Institute
of Bioorganic Chemistry and Petrochemistry, Kyiv-94, 02660, Ukraine
| | - Stefan Kwiatkowski
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Pharmaceutical Research and Innovation, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Chang-Guo Zhan
- Department
of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Pharmaceutical Research and Innovation, University of Kentucky, Lexington, Kentucky 40536, United States
| | - David S. Watt
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Department
of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Pharmaceutical Research and Innovation, University of Kentucky, Lexington, Kentucky 40536, United States
| | - Konstantin V. Korotkov
- Department
of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, Kentucky 40536, United States
- Center
for Structural Biology, University of Kentucky, Lexington, Kentucky 40536, United States
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9
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Mustyala KK, Malkhed V, Potlapally SR, Chittireddy VR, Vuruputuri U. Macromolecular structure and interaction studies of SigF and Usfx inMycobacterium tuberculosis. J Recept Signal Transduct Res 2014; 34:162-73. [DOI: 10.3109/10799893.2013.868903] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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10
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Abuhammad A, Lowe ED, McDonough MA, Shaw Stewart PD, Kolek SA, Sim E, Garman EF. Structure of arylamineN-acetyltransferase fromMycobacterium tuberculosisdetermined by cross-seeding with the homologous protein fromM. marinum: triumph over adversity. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2013; 69:1433-46. [DOI: 10.1107/s0907444913015126] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Accepted: 05/31/2013] [Indexed: 11/10/2022]
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11
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Marine bacteria: potential sources for compounds to overcome antibiotic resistance. Appl Microbiol Biotechnol 2013; 97:4763-73. [PMID: 23640363 DOI: 10.1007/s00253-013-4905-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Revised: 04/04/2013] [Accepted: 04/05/2013] [Indexed: 10/26/2022]
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) is the most problematic Gram-positive bacterium in the context of public health due to its resistance against almost all available antibiotics except vancomycin and teicoplanin. Moreover, glycopeptide-resistant S. aureus have been emerging with the increasing use of glycopeptides. Recently, resistant strains against linezolid and daptomycin, which are alternative drugs to treat MRSA infection, have also been reported. Thus, the development of new drugs or alternative therapies is clearly a matter of urgency. In response to the antibiotic resistance, many researchers have studied for alternative antibiotics and therapies. In this review, anti-MRSA substances isolated from marine bacteria, with their potential antibacterial effect against MRSA as potential anti-MRSA agents, are discussed and several strategies for overcoming the antibiotic resistance are also introduced. Our objective was to highlight marine bacteria that have potential to lead in developing novel antibiotics or clinically useful alternative therapeutic treatments.
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12
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Preu J, Panjikar S, Morth P, Jaiswal R, Karunakar P, Tucker PA. The sensor region of the ubiquitous cytosolic sensor kinase, PdtaS, contains PAS and GAF domain sensing modules. J Struct Biol 2011; 177:498-505. [PMID: 22115998 DOI: 10.1016/j.jsb.2011.11.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2011] [Revised: 11/03/2011] [Accepted: 11/07/2011] [Indexed: 11/18/2022]
Abstract
Two-component systems, a sensor histidine kinase (HK) and a response regulator (RR), are ubiquitous signaling systems that allow prokaryotes to respond to external challenges. HKs normally have sensing modules and highly conserved cytosolic histidine kinase and ATPase domains. The interaction between the activated phosphohistidine and the cognate RR allows an external signal to be passed from the exterior of gram-positive bacteria (GPB) to the cytoplasm. Orthologs of the PdtaS/PdtaR regulatory system, found in most GPB phyla, are unusual in two respects. The HK is not membrane anchored, and the RR acts at the level of transcriptional antitermination. The structure of the complete sensor region of the cytosolic HK, PdtaS, from Mycobacterium tuberculosis consists of closely linked GAF and PAS domains. The structure and sequence analysis suggest that the PdtaS/PdtaR regulatory system is structurally equivalent to the EutW/EutV system regulating ethanolamine catabolism in some phyla but that the effector for the PAS domain is not ethanolamine in the Actinobacteria.
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Affiliation(s)
- Julia Preu
- EMBL Hamburg Outstation, c/o DESY, Notkestrasse 85, D22603 Hamburg, Germany
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13
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Krasowski A, Muthas D, Sarkar A, Schmitt S, Brenk R. DrugPred: a structure-based approach to predict protein druggability developed using an extensive nonredundant data set. J Chem Inf Model 2011; 51:2829-42. [PMID: 21995295 DOI: 10.1021/ci200266d] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Judging if a protein is able to bind orally available molecules with high affinity, i.e. if a protein is druggable, is an important step in target assessment. In order to derive a structure-based method to predict protein druggability, a comprehensive, nonredundant data set containing crystal structures of 71 druggable and 44 less druggable proteins was compiled by literature search and data mining. This data set was subsequently used to train a structure-based druggability predictor (DrugPred) using partial least-squares projection to latent structures discriminant analysis (PLS-DA). DrugPred performed well in discriminating druggable from less druggable binding sites for both internal and external predictions. The method is robust against conformational changes in the binding site and outperforms previously published methods. The superior performance of DrugPred is likely due to the size and composition of the training set which, in contrast to most previously developed methods, only contains cavities that have evolved to bind a natural ligand.
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Affiliation(s)
- Agata Krasowski
- College of Life Sciences, Division of Biological Chemistry and Drug Discovery, University of Dundee, Dow St, Dundee DD1 5EH, UK
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14
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Abuhammad A, Lack N, Schweichler J, Staunton D, Sim RB, Sim E. Improvement of the expression and purification of Mycobacterium tuberculosis arylamine N-acetyltransferase (TBNAT) a potential target for novel anti-tubercular agents. Protein Expr Purif 2011; 80:246-52. [PMID: 21767648 DOI: 10.1016/j.pep.2011.06.021] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2011] [Accepted: 06/30/2011] [Indexed: 10/18/2022]
Abstract
Arylamine N-acetyltransferase from Mycobacterium tuberculosis (TBNAT) has been proposed as a drug target for latent tuberculosis treatment. The enzyme is essential for the survival of the mycobacterium in macrophages. However, TBNAT has been very difficult to generate as a soluble protein. In this work we describe production of soluble recombinant TBNAT at a reasonable yield achieved by subcloning the tbnat gene with a purification His-tag into the pVLT31 plasmid, and subsequent optimisation of the induction conditions. The expression system results in soluble protein optimised upon extended (60 h) low level isopropyl β-D-1-thiogalactopyranoside level induction (100 μM) at a temperature of 15 °C. The level of TBNAT expression obtained in E. coli has been significantly improved from ∼2 mg to a final yield of up to 16 mg per litre of culture at a purity level suitable for structural studies. The molecular mass of 31310 Da was confirmed using mass spectroscopy and the oligomerisation state was determined. The stability of TBNAT in different buffer systems was investigated by thermal shift assays and sufficient protein is now available for the screening of chemical libraries for inhibitors.
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Affiliation(s)
- Areej Abuhammad
- Department of Pharmacology, University of Oxford, Mansfield Road, Oxford OX13QT, UK
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15
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Ehebauer MT, Wilmanns M. The progress made in determining the Mycobacterium tuberculosis structural proteome. Proteomics 2011; 11:3128-33. [PMID: 21674801 PMCID: PMC3345573 DOI: 10.1002/pmic.201000787] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Revised: 02/16/2011] [Accepted: 03/03/2011] [Indexed: 11/24/2022]
Abstract
Mycobacterium tuberculosis is a highly infectious pathogen that is still responsible for millions of deaths annually. Effectively treating this disease typically requires a course of antibiotics, most of which were developed decades ago. These drugs are, however, not effective against persistent tubercle bacilli and the emergence of drug-resistant stains threatens to make many of them obsolete. The identification of new drug targets, allowing the development of new potential drugs, is therefore imperative. Both proteomics and structural biology have important roles to play in this process, the former as a means of identifying promising drug targets and the latter allowing understanding of protein function and protein–drug interactions at atomic resolution. The determination of M. tuberculosis protein structures has been a goal of the scientific community for the last decade, who have aimed to supply a large amount of structural data that can be used in structure-based approaches for drug discovery and design. Only since the genome sequence of M. tuberculosis has been available has the determination of large numbers of tuberculosis protein structures been possible. Currently, the molecular structures of 8.5% of all the pathogen's protein-encoding ORFs have been determined. In this review, we look at the progress made in determining the M. tuberculosis structural proteome and the impact this has had on the development of potential new drugs, as well as the discovery of the function of crucial mycobaterial proteins.
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Affiliation(s)
- Matthias T Ehebauer
- European Molecular Biology Laboratory - Hamburg, c/o DESY, Hamburg, Germany.
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16
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Unmet challenges of structural genomics. Curr Opin Struct Biol 2010; 20:587-97. [PMID: 20810277 DOI: 10.1016/j.sbi.2010.08.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2010] [Revised: 07/30/2010] [Accepted: 08/03/2010] [Indexed: 11/22/2022]
Abstract
Structural genomics (SG) programs have developed during the last decade many novel methodologies for faster and more accurate structure determination. These new tools and approaches led to the determination of thousands of protein structures. The generation of enormous amounts of experimental data resulted in significant improvements in the understanding of many biological processes at molecular levels. However, the amount of data collected so far is so large that traditional analysis methods are limiting the rate of extraction of biological and biochemical information from 3D models. This situation has prompted us to review the challenges that remain unmet by SG, as well as the areas in which the potential impact of SG could exceed what has been achieved so far.
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17
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Grabowski M, Chruszcz M, Zimmerman MD, Kirillova O, Minor W. Benefits of structural genomics for drug discovery research. Infect Disord Drug Targets 2009; 9:459-74. [PMID: 19594422 PMCID: PMC2866842 DOI: 10.2174/187152609789105704] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2009] [Accepted: 06/15/2009] [Indexed: 11/22/2022]
Abstract
While three dimensional structures have long been used to search for new drug targets, only a fraction of new drugs coming to the market has been developed with the use of a structure-based drug discovery approach. However, the recent years have brought not only an avalanche of new macromolecular structures, but also significant advances in the protein structure determination methodology only now making their way into structure-based drug discovery. In this paper, we review recent developments resulting from the Structural Genomics (SG) programs, focusing on the methods and results most likely to improve our understanding of the molecular foundation of human diseases. SG programs have been around for almost a decade, and in that time, have contributed a significant part of the structural coverage of both the genomes of pathogens causing infectious diseases and structurally uncharacterized biological processes in general. Perhaps most importantly, SG programs have developed new methodology at all steps of the structure determination process, not only to determine new structures highly efficiently, but also to screen protein/ligand interactions. We describe the methodologies, experience and technologies developed by SG, which range from improvements to cloning protocols to improved procedures for crystallographic structure solution that may be applied in "traditional" structural biology laboratories particularly those performing drug discovery. We also discuss the conditions that must be met to convert the present high-throughput structure determination pipeline into a high-output structure-based drug discovery system.
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Affiliation(s)
- Marek Grabowski
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
- Midwest Center for Structural Genomics
- Center for Structural Genomics of Infectious Diseases
| | - Maksymilian Chruszcz
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
- Midwest Center for Structural Genomics
- Center for Structural Genomics of Infectious Diseases
| | - Matthew D. Zimmerman
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
- Midwest Center for Structural Genomics
- Center for Structural Genomics of Infectious Diseases
| | - Olga Kirillova
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
- Midwest Center for Structural Genomics
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
- Midwest Center for Structural Genomics
- Center for Structural Genomics of Infectious Diseases
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Ioerger TR, Sacchettini JC. Structural genomics approach to drug discovery for Mycobacterium tuberculosis. Curr Opin Microbiol 2009; 12:318-25. [PMID: 19481971 DOI: 10.1016/j.mib.2009.04.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2009] [Revised: 04/27/2009] [Accepted: 04/27/2009] [Indexed: 11/28/2022]
Abstract
Structural genomics has become a powerful tool for studying microorganisms at the molecular level. Advances in technology have enabled the assembly of high-throughput pipelines that can be used to automate X-ray crystal structure determination for many proteins in the genome of a target organism. In this paper, we describe the methods used in the Tuberculosis Structural Genomics Consortium (TBSGC), ranging from protein production and crystallization to diffraction data collection and processing. The TBSGC is unique in that it uses biological importance as a primary criterion for target selection. The over-riding goal is to solve structures of proteins that may be potential drug targets, in order to support drug discovery efforts. We describe the crystal structures of several significant proteins in the M. tuberculosis genome that have been solved by the TBSGC over the past few years. We conclude by describing the high-throughput screening facilities and virtual screening facilities we have implemented for identifying small-molecule inhibitors of proteins whose structures have been solved.
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Affiliation(s)
- Thomas R Ioerger
- Department of Computer Science and Engineering, Texas A&M University, USA
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19
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Heterologous expression of mycobacterial proteins in Saccharomyces cerevisiae reveals two physiologically functional 3-hydroxyacyl-thioester dehydratases, HtdX and HtdY, in addition to HadABC and HtdZ. J Bacteriol 2009; 191:2683-90. [PMID: 19136596 DOI: 10.1128/jb.01046-08] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
We report on Mycobacterium tuberculosis Rv0241c and Rv3389c, representing two physiologically functional 3-hydroxyacyl-thioester dehydratases (Htd). These enzymes are potentially entrained in type 2 fatty acid synthase (FASII). Mycobacterial FASII is involved in the synthesis of mycolic acids, which are the major constituents of the protective layer around the pathogen, shielding it from noxious chemicals and the host's immune system. Mycolic acids are additionally associated with the virulence and resilience of M. tuberculosis. Here, Rv0241c and Rv3389c, which are distinct from the previously identified heterodimers Rv0635-Rv0636 (HadAB) and Rv0636-Rv0637 (HadBC) but also the homodimer Rv0130 (HtdZ), were identified by expressing the corresponding candidate open reading frames in Saccharomyces cerevisiae htd2Delta cells lacking mitochondrial 3-hydroxyacyl-acyl carrier protein dehydratase activity, followed by scoring for phenotype rescue. The htd2Delta mutant fails to produce sufficient levels of lipoic acid and does not respire or grow on nonfermentable carbon sources. Soluble protein extracts made from mutant htd2Delta cells expressing mitochondrially targeted Rv0241c or Rv3389c contained 3-hydroxyacyl-thioester hydratase activity. Moreover, mutant yeast cells expressing Rv0241c or Rv3389c were able to recover their respiratory growth on glycerol medium and efficiently reduce 2,3,5-triphenyltetrazolium chloride. Additionally, expression of mitochondrial Rv0241c or Rv3389c in htd2Delta cells also restored de novo lipoic acid synthesis to 92 and 40% of the level in the wild-type strain, respectively. We propose naming Rv0241c and Rv3389c as HtdX and HtdY, respectively, and discuss the implications of our finding with reference to Rv0098, a candidate mycobacterial FabZ homologue with intrinsic thioesterase and hydratase activities that lacks the eukaryotic-like hydratase-2 motif.
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20
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Affiliation(s)
- Xiaonan Yang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Chinese National Human Genome Center at Shanghai and National Engineering Center for BioChip at Shanghai, Shanghai 201203, China;
- Laboratory of Microbial Molecular Physiology, Institute of Plant Physiology and Ecology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Hongliang Yang
- Laboratory of Microbial Molecular Physiology, Institute of Plant Physiology and Ecology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
- Department of Microbiology and Parasitology, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Gangqiao Zhou
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing 102206, China
| | - Guo-Ping Zhao
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Chinese National Human Genome Center at Shanghai and National Engineering Center for BioChip at Shanghai, Shanghai 201203, China;
- Laboratory of Microbial Molecular Physiology, Institute of Plant Physiology and Ecology, Shanghai Institute for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
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21
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Busso D, Thierry JC, Moras D. The structural biology and genomics platform in strasbourg: an overview. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2008; 426:523-36. [PMID: 18542888 DOI: 10.1007/978-1-60327-058-8_35] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
This chapter describes the modules and facilities of the Structural Biology and Genomics Platform (SBGP), Strasbourg, France. The platform consists of three modules (cloning, mini-expression screening; optimization-large scale protein production; characterization, crystallization) with dedicated scientists, and other facilities for purifying recombinant proteins and solving three-dimensional (3D) structures. Strong collaborations have been established with the Integrative Bioinformatics and Genomics group, located in the same institition, for target selection and domains definition. To handle large numbers of samples, classical and new protocols were adapted to automation, increasing reproducibility and reducing error risks as well. Using the platform and its facilities, over 2,000 expression vectors have been constructed and more than 40 novel structures, of mostly human proteins, have been solved.
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Affiliation(s)
- Didier Busso
- Structural Biology and Genomics Platform, IGBMC, CNRS/INSERM/Université Louis Pasteur, Illkirch, France
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22
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Matrix-assisted refolding and redox properties of WhiB3/Rv3416 of Mycobacterium tuberculosis H37Rv. Protein Expr Purif 2008; 61:83-91. [PMID: 18550384 DOI: 10.1016/j.pep.2008.04.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2008] [Accepted: 04/27/2008] [Indexed: 11/23/2022]
Abstract
Redox stress is one of the major challenges faced by Mycobacterium tuberculosis during early infection and latency. The mechanism of sensing and adaptation to altered redox conditions is poorly understood. whiB family of Mtb is emerging as an important class of stress responsive genes. WhiB3/Rv3416 has been shown to be important for pathogenesis in animal model and was recently shown to co-ordinate a Fe-S cluster. Here, we report a simple, rapid and efficient matrix-assisted refolding method and important redox properties of WhiB3. Similar to other WhiB proteins, WhiB3 also has four conserved cysteine residues, where two of them are present in a CXXC motif. The Fe-S cluster of WhiB3 remained bound in the presence of strong protein denaturant. Upon cluster removal due to oxidation, the four cysteine residues which are ligands of Fe-S cluster, formed two intra-molecular disulfide bridges where one of them is possibly between the cysteines of CXXC motif, an important feature of several thiol-disulfide oxido-reductases. Far-UV CD spectroscopy revealed the presence of both alpha-helices and beta-strands in apo WhiB3. The secondary structural elements of apo WhiB3 were found resistant for thermal denaturation. The results demonstrated that apo WhiB3 functions as a protein disulfide reductase similar to thioredoxins. The importance of WhiB3 in redox sensing and its possible role in mycobacterial physiology has been discussed.
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23
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Abstract
Antibiotics are an essential part of modern medicine. The emergence of antibiotic-resistant mutants among bacteria is seemingly inevitable, and results, within a few decades, in decreased efficacy and withdrawal of the antibiotic from widespread usage. The traditional answer to this problem has been to introduce new antibiotics that kill the resistant mutants. Unfortunately, after more than 50 years of success, the pharmaceutical industry is now producing too few antibiotics, particularly against Gram-negative organisms, to replace antibiotics that are no longer effective for many types of infection. This paper reviews possible new ways to discover novel antibiotics. The genomics route has proven to be target rich, but has not led to the introduction of a marketed antibiotic as yet. Non-culturable bacteria may be an alternative source of new antibiotics. Bacteriophages have been shown to be antibacterial in animals, and may find use in specific infectious diseases. Developing new antibiotics that target non-multiplying bacteria is another approach that may lead to drugs that reduce the emergence of antibiotic resistance and increase patient compliance by shortening the duration of antibiotic therapy. These new discovery routes have given rise to compounds that are in preclinical development, but, with one exception, have not yet entered clinical trials. For the time being, the majority of new antibiotics that reach the marketplace are likely to be structural analogues of existing families of antibiotics or new compounds, both natural and non-natural which are screened in a conventional way against live multiplying bacteria.
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24
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Gupta R, Gupta A, Soni L, Kaskhedikar S. Exploration of Physicochemical Properties and Molecular Modeling Studies of Furanylamide Analogs as Antituberculosis Agents. ACTA ACUST UNITED AC 2007. [DOI: 10.1002/qsar.200630141] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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25
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El-Hamamsy MHRI, Smith AW, Thompson AS, Threadgill MD. Structure-based design, synthesis and preliminary evaluation of selective inhibitors of dihydrofolate reductase from Mycobacterium tuberculosis. Bioorg Med Chem 2007; 15:4552-76. [PMID: 17451962 DOI: 10.1016/j.bmc.2007.04.011] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2006] [Revised: 04/02/2007] [Accepted: 04/05/2007] [Indexed: 10/23/2022]
Abstract
Tuberculosis is an increasing threat, owing to the spread of AIDS and to the development of resistance of the causative organism, Mycobacterium tuberculosis, to the currently available drugs. Dihydrofolate reductase (DHFR) is an important enzyme of the folate cycle; inhibition of DHFR inhibits growth and causes cell death. The crystal structure of M. tuberculosis DHFR revealed a glycerol tightly bound close to the binding site for the substrate dihydrofolate; this glycerol-binding motif is absent from the human enzyme. A series of pyrimidine-2,4-diamines was designed with a two-carbon tether between a glycerol-mimicking triol and the 6-position of the heterocycle; these compounds also carried aryl substituents at the 5-position. These, their diastereoisomers, analogues lacking two hydroxy groups and analogues lacking the two-carbon spacing linker were synthesised by acylation of the anions derived from phenylacetonitriles with ethyl (4S,5R)-4-benzyloxymethyl-2,2-dimethyl-1,3-dioxolane-4-propanoate, ethyl (4S,5S)-4-benzyloxymethyl-2,2-dimethyl-1,3-dioxolane-4-propanoate, tetrahydrooxepin-2-one and 2,3-O-isopropylidene-d-erythronolactone, respectively, to give the corresponding alpha-acylphenylacetonitriles. Formation of the methyl enol ethers, condensation with guanidine and deprotection gave the pyrimidine-2,4-diamines. Preliminary assay of the abilities of these compounds to inhibit the growth of TB5 Saccharomyces cerevisiae carrying the DHFR genes from M. tuberculosis, human and yeast indicated that 5-phenyl-6-((3R,4S)-3,4,5-trihydroxypentyl)pyrimidine-2,4-diamine selectively inhibited M. tuberculosis DHFR and had little effect on the human or yeast enzymes.
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26
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Blommel PG, Becker KJ, Duvnjak P, Fox BG. Enhanced bacterial protein expression during auto-induction obtained by alteration of lac repressor dosage and medium composition. Biotechnol Prog 2007; 23:585-98. [PMID: 17506520 PMCID: PMC2747370 DOI: 10.1021/bp070011x] [Citation(s) in RCA: 124] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The auto-induction method of protein expression in E. coli is based on diauxic growth resulting from dynamic function of lac operon regulatory elements (lacO and LacI) in mixtures of glucose, glycerol, and lactose. The results show that successful execution of auto-induction is strongly dependent on the plasmid promoter and repressor construction, on the oxygenation state of the culture, and on the composition of the auto-induction medium. Thus expression hosts expressing high levels of LacI during aerobic growth exhibit reduced ability to effectively complete the auto-induction process. Manipulation of the promoter to decrease the expression of LacI altered the preference for lactose consumption in a manner that led to increased protein expression and partially relieved the sensitivity of the auto-induction process to the oxygenation state of the culture. Factorial design methods were used to optimize the chemically defined growth medium used for expression of two model proteins, Photinus luciferase and enhanced green fluorescent protein, including variations for production of both unlabeled and selenomethionine-labeled samples. The optimization included studies of the expression from T7 and T7-lacI promoter plasmids and from T5 phage promoter plasmids expressing two levels of LacI. Upon the basis of the analysis of over 500 independent expression results, combinations of optimized expression media and expression plasmids that gave protein yields of greater than 1000 mug/mL of expression culture were identified.
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Affiliation(s)
- Paul G Blommel
- Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706, USA
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27
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Abstract
A combination of approaches and compounds-many of which failed to yield immediate results in the past-will ultimately prove invaluable to the drug industry in the ongoing battle against infectious disease.
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Affiliation(s)
- Prabhavathi Fernandes
- Cempra Pharmaceuticals Inc., 170 Southport Drive, Suite 500, Morrisville, North Carolina 27560, USA.
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28
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Gupta RA, Gupta AK, Soni LK, Kaskhedikar SG. Rationalization of physicochemical characters of oxazolyl thiosemicarbazone analogs towards multi-drug resistant tuberculosis: a QSAR approach. Eur J Med Chem 2007; 42:1109-16. [PMID: 17343958 DOI: 10.1016/j.ejmech.2007.01.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2006] [Revised: 01/11/2007] [Accepted: 01/12/2007] [Indexed: 11/16/2022]
Abstract
The emergence of multi-drug resistant (MDR) strains of Mycobacterium tuberculosis and the continuing pandemic of tuberculosis emphasizes the urgent need for the development of new and potent anti-tubercular agents. In an effort to develop new and more effective agents to treat tuberculosis emphasis was focused on quantification of structure-activity relationship of oxazolyl thiosemicarbazone derivatives. The de novo analysis gave insight to some important structural features i.e. nitro group on phenyl ring at R(1) position is optimal for the activity and might be responsible for electronic interaction, while phenyl ring at R position interact with the hydrophobic pocket more effectively as compared to unsubstituted or methyl substituted analogs. Hansch approach offered the understanding and parameterization of interactions of the inhibitor with receptor. Similarly QSAR analysis gave some important physicochemical properties, i.e. empirical aromatic index (ARR) and 3D-MoRSE code value of scattering angle at 8A(-1). These two physicochemical properties shall be helpful in the development of more potent analogs.
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Affiliation(s)
- Revathi A Gupta
- Molecular Modelling Study Group, CADD Laboratory, Department of Pharmacy, Shri G.S. Institute of Technology and Science, 23 Park Road, Indore 452003, MP, India
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29
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Mora M, Donati C, Medini D, Covacci A, Rappuoli R. Microbial genomes and vaccine design: refinements to the classical reverse vaccinology approach. Curr Opin Microbiol 2006; 9:532-6. [PMID: 16890009 DOI: 10.1016/j.mib.2006.07.003] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2006] [Accepted: 07/21/2006] [Indexed: 11/29/2022]
Abstract
The advent of whole-genome sequencing of bacteria and advances in bioinformatics have revolutionized the study of bacterial pathogenesis, enabling the targeting of possible vaccine candidates starting from genomic information. Nowadays, the availability of hundreds of bacterial genomes enables identification of the genetic differences across several genomes from the same species. The unexpected degree of intra-species diversity suggests that a single genome sequence is not entirely representative and does not offer a complete picture of the genetic variability of a species. The practical consequence is that, in many cases, a universal vaccine is possible only by including a combination of antigens and this combination must take into account the pathogen population structure.
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Affiliation(s)
- Marirosa Mora
- Novartis Vaccines, Via Fiorentina, 53100 Siena, Italy
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30
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Sorensen TLM, McAuley KE, Flaig R, Duke EMH. New light for science: synchrotron radiation in structural medicine. Trends Biotechnol 2006; 24:500-8. [PMID: 17005277 DOI: 10.1016/j.tibtech.2006.09.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2006] [Revised: 08/03/2006] [Accepted: 09/14/2006] [Indexed: 10/24/2022]
Abstract
Macromolecular crystallography (MX) is a powerful method for obtaining detailed three-dimensional structural information about macromolecules. MX using synchrotron X-rays has contributed, significantly, to both fundamental and applied research, including the structure-based design of drugs to combat important diseases. New third-generation synchrotrons offer substantial improvements in terms of quality and brightness of the X-ray beams they produce. Important classes of macromolecules, such as membrane proteins (including many receptors) and macromolecular complexes, are difficult to obtain in quantity and to crystallise, which has hampered analysis by MX. Intensely bright X-rays from the latest synchrotrons will enable the use of extremely small crystals, and should usher in a period of rapid progress in resolving these previously refractory structures.
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MESH Headings
- Antitubercular Agents/chemistry
- Crystallography, X-Ray
- Drug Design
- Fusion Proteins, bcr-abl
- Humans
- Hypoglycemic Agents/chemistry
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/enzymology
- Membrane Proteins/chemistry
- Models, Molecular
- Multiprotein Complexes/chemistry
- Protein Conformation
- Protein Kinase Inhibitors/chemistry
- Protein Kinase Inhibitors/therapeutic use
- Protein-Tyrosine Kinases/antagonists & inhibitors
- Synchrotrons
- Tuberculosis, Pulmonary/drug therapy
- X-Rays
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Affiliation(s)
- Thomas L-M Sorensen
- Macromolecular Crystallography Group, Diamond Light Source Limited, Chilton, Didcot, Oxfordshire OX11 0DE, UK.
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