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Abstract
High-throughput, automated or semiautomated methodologies implemented by companies and structural genomics initiatives have accelerated the process of acquiring structural information for proteins via x-ray crystallography. This has enabled the application of structure-based drug design technologies to a variety of new structures that have potential pharmacologic relevance. Although there remain major challenges to applying these approaches more broadly to all classes of drug discovery targets, clearly the continued development and implementation of these structure-based drug design methodologies by the scientific community at large will help to address and provide solutions to these hurdles. The result will be a growing number of protein structures of important pharmacologic targets that will help to streamline the process of identification and optimization of lead compounds for drug development. These lead agonist and antagonist pharmacophores should, in turn, help to alleviate one of the current critical bottlenecks in the drug discovery process; that is, defining the functional relevance of potential novel targets to disease modification. The prospect of generating an increasing number of potential drug candidates will serve to highlight perhaps the most significant future bottleneck for drug development, the cost and complexity of the drug approval process.
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Affiliation(s)
- Leslie W Tari
- ActiveSight, 4045 Sorrento Valley Blvd, San Diego, CA 92121, USA.
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2
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Functional differentiation of proteins: implications for structural genomics. Structure 2007; 15:405-15. [PMID: 17437713 DOI: 10.1016/j.str.2007.02.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2006] [Revised: 02/15/2007] [Accepted: 02/16/2007] [Indexed: 01/06/2023]
Abstract
Structural genomics is a broad initiative of various centers aiming to provide complete coverage of protein structure space. Because it is not feasible to experimentally determine the structures of all proteins, it is generally agreed that the only viable strategy to achieve such coverage is to carefully select specific proteins (targets), determine their structure experimentally, and then use comparative modeling techniques to model the rest. Here we suggest that structural genomics centers refine the structure-driven approach in target selection by adopting function-based criteria. We suggest targeting functionally divergent superfamilies within a given structural fold so that each function receives a structural characterization. We have developed a method to do so, and an itemized survey of several functionally rich folds shows that they are only partially functionally characterized. We call upon structural genomics centers to consider this approach and upon computational biologists to further develop function-based targeting methods.
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Puri M, Robin G, Cowieson N, Forwood JK, Listwan P, Hu SH, Guncar G, Huber T, Kellie S, Hume DA, Kobe B, Martin JL. Focusing in on structural genomics: The University of Queensland structural biology pipeline. ACTA ACUST UNITED AC 2006; 23:281-9. [PMID: 17097918 DOI: 10.1016/j.bioeng.2006.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2006] [Revised: 09/22/2006] [Accepted: 09/25/2006] [Indexed: 10/24/2022]
Abstract
The flood of new genomic sequence information together with technological innovations in protein structure determination have led to worldwide structural genomics (SG) initiatives. The goals of SG initiatives are to accelerate the process of protein structure determination, to fill in protein fold space and to provide information about the function of uncharacterized proteins. In the long-term, these outcomes are likely to impact on medical biotechnology and drug discovery, leading to a better understanding of disease as well as the development of new therapeutics. Here we describe the high throughput pipeline established at the University of Queensland in Australia. In this focused pipeline, the targets for structure determination are proteins that are expressed in mouse macrophage cells and that are inferred to have a role in innate immunity. The aim is to characterize the molecular structure and the biochemical and cellular function of these targets by using a parallel processing pipeline. The pipeline is designed to work with tens to hundreds of target gene products and comprises target selection, cloning, expression, purification, crystallization and structure determination. The structures from this pipeline will provide insights into the function of previously uncharacterized macrophage proteins and could lead to the validation of new drug targets for chronic obstructive pulmonary disease and arthritis.
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Affiliation(s)
- Munish Puri
- Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia.
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Keenan RJ, Siehl DL, Gorton R, Castle LA. DNA shuffling as a tool for protein crystallization. Proc Natl Acad Sci U S A 2005; 102:8887-92. [PMID: 15951425 PMCID: PMC1149501 DOI: 10.1073/pnas.0502497102] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2004] [Indexed: 11/18/2022] Open
Abstract
The success of structural studies performed on an individual target in small scale or on many targets in the system-wide scale of structural genomics depends critically on three parameters: (i) obtaining an expression system capable of producing large quantities of the macromolecule(s) of interest, (ii) purifying this material in soluble form, and (iii) obtaining diffraction-quality crystals suitable for x-ray analysis. The attrition rate caused by these constraints is often quite high. Here, we present a strategy that addresses each of these three parameters simultaneously. Using DNA shuffling to introduce functional sequence variability into a protein of interest, we screened crude lysate supernatants for soluble variants that retain enzymatic activity. Crystallization trials performed on three WT and eight shuffled enzymes revealed two variants that crystallized readily. One of these was used to determine the high-resolution structure of the enzyme by x-ray analysis. The sequence diversity introduced through shuffling efficiently samples crystal packing space by modifying the surface properties of the enzyme. The approach demonstrated here does not require guidance as to the type of mutation necessary for improvements in expression, solubility, or crystallization. The method is scaleable and can be applied in situations where a single protein is being studied or in high-throughput structural genomics programs. Furthermore, it should be readily applied to structural studies of soluble proteins, membrane proteins, and macromolecular complexes.
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Affiliation(s)
- Robert J Keenan
- Pioneer Hi-Bred International, Inc., Verdia Campus, 700A Bay Road, Redwood City, CA 94063, USA.
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5
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Schwartz TU, Walczak R, Blobel G. Circular permutation as a tool to reduce surface entropy triggers crystallization of the signal recognition particle receptor beta subunit. Protein Sci 2004; 13:2814-8. [PMID: 15340174 PMCID: PMC2286555 DOI: 10.1110/ps.04917504] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The production of diffraction-quality crystals remains a difficult obstacle on the road to high-resolution structural characterization of proteins. This is primarily a result of the empirical nature of the process. Although crystallization is not predictable, factors inhibiting it are well established. First, crystal formation is always entropically unfavorable. Reducing the entropic cost of crystallizing a given protein is thus desirable. It is common practice to map boundaries and remove unstructured regions surrounding the folded protein domain. However, a problem arises when flexible regions are not at the boundaries but within a domain. Such regions cannot be deleted without adding new restraints to the domain. We encountered this problem during an attempt to crystallize the beta subunit of the eukaryotic signal recognition particle (SRbeta), bearing a long and flexible internal loop. Native SRbeta did not crystallize. However, after circularly permuting the protein by connecting the spatially close N and C termini with a short heptapeptide linker GGGSGGG and removing 26 highly flexible loop residues within the domain, we obtained diffraction-quality crystals. This protein-engineering method is simple and should be applicable to other proteins, especially because N and C termini of protein domains are often close in space. The success of this method profits from prior knowledge of the domain fold, which is becoming increasingly common in today's postgenomic era.
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Affiliation(s)
- Thomas U Schwartz
- Howard Hughes Medical Institute, Laboratory of Cell Biology, The Rockefeller University, New York, New York 10021, USA.
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6
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Janda I, Devedjiev Y, Cooper D, Chruszcz M, Derewenda U, Gabrys A, Minor W, Joachimiak A, Derewenda ZS. Harvesting the high-hanging fruit: the structure of the YdeN gene product from Bacillus subtilis at 1.8 angstroms resolution. ACTA CRYSTALLOGRAPHICA. SECTION D, BIOLOGICAL CRYSTALLOGRAPHY 2004; 60:1101-7. [PMID: 15159570 PMCID: PMC2792027 DOI: 10.1107/s0907444904007188] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2004] [Accepted: 03/25/2004] [Indexed: 01/08/2023]
Abstract
High-throughput (HT) protein crystallography is severely impeded by the relatively low success rate of protein crystallization. Proteins whose structures are not solved in the HT pipeline owing to attrition in any phase of the project are referred to as the high-hanging fruit, in contrast to those proteins that yielded good-quality crystals and crystal structures, which are referred to as low-hanging fruit. It has previously been shown that proteins that do not crystallize in the wild-type form can have their surfaces engineered by site-directed mutagenesis in order to create patches of low conformational entropy that are conducive to forming intermolecular interactions. The application of this method to selected proteins from the Bacillus subtilis genome which failed to crystallize in the HT mode is now reported. In this paper, the crystal structure of the product of the YdeN gene is reported. Of three prepared double mutants, i.e. E124A/K127A, E167A/E169A and K88A/Q89A, the latter gave high-quality crystals and the crystal structure was solved by SAD at 1.8 angstroms resolution. The protein is a canonical alpha/beta hydrolase, with an active site that is accessible to solvent.
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Affiliation(s)
- Izabela Janda
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - Yancho Devedjiev
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - David Cooper
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - Maksymilian Chruszcz
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - Urszula Derewenda
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - Aleksandra Gabrys
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
| | - Andrzej Joachimiak
- Biosciences Division and Structural Biology Center, Argonne National Laboratory, 9700 South Cass Avenue, Building 202, Argonne, Illinois 60439, USA
| | - Zygmunt S. Derewenda
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908-0736, USA
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Campanacci V, Dubois DY, Becker HD, Kern D, Spinelli S, Valencia C, Pagot F, Salomoni A, Grisel S, Vincentelli R, Bignon C, Lapointe J, Giegé R, Cambillau C. The Escherichia coli YadB gene product reveals a novel aminoacyl-tRNA synthetase like activity. J Mol Biol 2004; 337:273-83. [PMID: 15003446 DOI: 10.1016/j.jmb.2004.01.027] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2003] [Revised: 01/08/2004] [Accepted: 01/08/2004] [Indexed: 11/23/2022]
Abstract
In the course of a structural genomics program aiming at solving the structures of Escherichia coli open reading frame products of unknown function, we have determined the structure of YadB at 1.5A using molecular replacement. The YadB protein is 298 amino acid residues long and displays 34% sequence identity with E.coli glutamyl-tRNA synthetase (GluRS). It is much shorter than GluRS, which contains 468 residues, and lacks the complete domain interacting with the tRNA anticodon loop. As E.coli GluRS, YadB possesses a Zn2+ located in the putative tRNA acceptor stem-binding domain. The YadB cluster uses cysteine residues as the first three zinc ligands, but has a weaker tyrosine ligand at the fourth position. It shares with canonical amino acid RNA synthetases a major functional feature, namely activation of the amino acid (here glutamate). It differs, however, from GluRSs by the fact that the activation step is tRNA-independent and that it does not catalyze attachment of the activated glutamate to E.coli tRNAGlu, but to another, as yet unknown tRNA. These results suggest thus a novel function, distinct from that of GluRSs, for the yadB gene family.
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Affiliation(s)
- Valérie Campanacci
- Architecture et Fonction des Macromolécules Biologiques, UMR 6098, CNRS and Universités d'Aix-Marseille I and II, 31 chemin J. Aiguier, F-13402 Marseille Cedex 20, France
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8
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Abstract
Strategies for growing protein crystals have for many years been essentially empirical, the protein, once purified to a certain homogeneity, being mixed with a selection of crystallization agents selected in a more or less trial-and-error fashion. Screening for the correct conditions has been made easier through automation and by the introduction of commercially available crystallization kits. Many parameters can be changed in these experiments, such as temperature, pH, and ionic strength, but perhaps the most important variable has been ignored, namely the protein. The crystallization properties of a protein vary greatly: some crystallize readily, whereas others have proven extremely difficult or even impossible to obtain in a crystalline state. The possibility of altering the intrinsic characteristics of a protein for crystallization has become a feasible strategy. Some historical perspectives and advances in this area will be reviewed.
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Dávila AMR, Majiwa PAO, Grisard EC, Aksoy S, Melville SE. Comparative genomics to uncover the secrets of tsetse and livestock-infective trypanosomes. Trends Parasitol 2004; 19:436-9. [PMID: 14519579 DOI: 10.1016/s1471-4922(03)00196-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Alberto M R Dávila
- Departamento de Bioquímica e Biologia Molecular, Instituto Oswaldo Cruz, Fiocruz, Av. Brasil 4365, Rio de Janeiro, RJ 21045-900, Brazil.
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10
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Gruez A, Roig-Zamboni V, Valencia C, Campanacci V, Cambillau C. The crystal structure of the Escherichia coli YfdW gene product reveals a new fold of two interlaced rings identifying a wide family of CoA transferases. J Biol Chem 2003; 278:34582-6. [PMID: 12844490 DOI: 10.1074/jbc.c300282200] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Because of its toxicity, oxalate accumulation from amino acid catabolism leads to acute disorders in mammals. Gut microflora are therefore pivotal in maintaining a safe intestinal oxalate balance through oxalate degradation. Oxalate catabolism was first identified in Oxalobacter formigenes, a specialized, strictly anaerobic bacterium. Oxalate degradation was found to be performed successively by two enzymes, a formyl-CoA transferase (frc) and an oxalate decarboxylase (oxc). These two genes are present in several bacterial genomes including that of Escherichia coli. The frc ortholog in E. coli is yfdW, with which it shares 61% sequence identity. We have expressed the YfdW open reading frame product and solved its crystal structure in the apo-form and in complex with acetyl-CoA and with a mixture of acetyl-CoA and oxalate. YfdW exhibits a novel and spectacular fold in which two monomers assemble as interlaced rings, defining the CoA binding site at their interface. From the structure of the complex with acetyl-CoA and oxalate, we propose a putative formyl/oxalate transfer mechanism involving the conserved catalytic residue Asp169. The similarity of yfdW with bacterial orthologs (approximately 60% identity) and paralogs (approximately 20-30% identity) suggests that this new fold and parts of the CoA transfer mechanism are likely to be the hallmarks of a wide family of CoA transferases.
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Affiliation(s)
- Arnaud Gruez
- Architecture et Fonction des Macromolécules Biologiques, UMR 6098, CNRS and Universités Aix-Marseille I and II, 31 chemin J. Aiguier, F-13402 Marseille, Cedex 20, France
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11
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Hosfield D, Palan J, Hilgers M, Scheibe D, McRee DE, Stevens RC. A fully integrated protein crystallization platform for small-molecule drug discovery. J Struct Biol 2003; 142:207-17. [PMID: 12718932 DOI: 10.1016/s1047-8477(03)00051-0] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Structure-based drug discovery in the pharmaceutical industry benefits from cost-efficient methodologies that quickly assess the feasibility of specific, often refractory, protein targets to form well-diffracting crystals. By tightly coupling construct and purification diversity with nanovolume crystallization, the Structural Biology Group at Syrrx has developed such a platform to support its small-molecule drug-discovery program. During the past 18 months of operation at Syrrx, the Structural Biology Group has executed several million crystallization and imaging trials on over 400 unique drug-discovery targets. Here, key components of the platform, as well as an analysis of some experimental results that allowed for platform optimization, will be described.
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Affiliation(s)
- David Hosfield
- Syrrx, Inc., 10410 Science Center Drive, San Diego, CA 92121, USA
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12
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Current Awareness on Comparative and Functional Genomics. Comp Funct Genomics 2003. [PMCID: PMC2447285 DOI: 10.1002/cfg.230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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13
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Abstract
Pharmacogenomics promises to have an important impact on the major health problems of the developing world, especially on neglected infectious diseases such as malaria, tuberculosis, and HIV/AIDS. Its capacity to identify new targets for drug development, together with its potential application in identifying populations who will respond favorably to a particular drug, gives it a unique place as a technology to bridge the genomics divide between rich and poor nations. To realize its true potential, however, significant scientific, legal, ethical, political, and economic challenges need to be overcome. For this to occur, an innovative global approach based on strong collaboration between industry, academia, non-governmental, and international organizations will be required. Simultaneously, more equitable and active participation from developing country researchers themselves is critical in overcoming these challenges.
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Affiliation(s)
- Tikki Pang
- Research Policy & Cooperation, World Health Organization, Geneva, Switzerland.
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