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Meloni M, Fanti S, Tedesco D, Gurrieri L, Trost P, Fermani S, Lemaire SD, Zaffagnini M, Henri J. Characterization of chloroplast ribulose-5-phosphate-3-epimerase from the microalga Chlamydomonas reinhardtii. PLANT PHYSIOLOGY 2024; 194:2263-2277. [PMID: 38134324 DOI: 10.1093/plphys/kiad680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 11/09/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023]
Abstract
Carbon fixation relies on Rubisco and 10 additional enzymes in the Calvin-Benson-Bassham cycle. Epimerization of xylulose-5-phosphate (Xu5P) into ribulose-5-phosphate (Ru5P) contributes to the regeneration of ribulose-1,5-bisphosphate, the substrate of Rubisco. Ribulose-5-phosphate-3-epimerase (RPE, EC 5.1.3.1) catalyzes the formation of Ru5P, but it can also operate in the pentose-phosphate pathway by catalyzing the reverse reaction. Here, we describe the structural and biochemical properties of the recombinant RPE isoform 1 from Chlamydomonas (Chlamydomonas reinhardtii) (CrRPE1). The enzyme is a homo-hexamer that contains a zinc ion in the active site and exposes a catalytic pocket on the top of an α8β8 triose isomerase-type barrel as observed in structurally solved RPE isoforms from both plant and non-plant sources. By optimizing and developing enzyme assays to monitor the reversible epimerization of Ru5P to Xu5P and vice versa, we determined the catalytic parameters that differ from those of other plant paralogs. Despite being identified as a putative target of multiple thiol-based redox modifications, CrRPE1 activity is not affected by both reductive and oxidative treatments, indicating that enzyme catalysis is insensitive to possible redox alterations of cysteine residues. We mapped phosphorylation sites on the crystal structure, and the specific location at the entrance of the catalytic cleft supports a phosphorylation-based regulatory mechanism. This work provides an accurate description of the structural features of CrRPE1 and an in-depth examination of its catalytic and regulatory properties highlighting the physiological relevance of this enzyme in the context of photosynthetic carbon fixation.
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Affiliation(s)
- Maria Meloni
- Laboratory of Molecular Plant Physiology, Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
- Sorbonne Université, CNRS, Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, 4 Place Jussieu, 75005, Paris, France
| | - Silvia Fanti
- Department of Chemistry "G. Ciamician", University of Bologna, Via Selmi 2, 40126, Bologna, Italy
| | - Daniele Tedesco
- Institute for Organic Synthesis and Photoreactivity, National Research Council (ISOF-CNR), Via Gobetti 101, 40129, Bologna, Italy
| | - Libero Gurrieri
- Laboratory of Molecular Plant Physiology, Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Paolo Trost
- Laboratory of Molecular Plant Physiology, Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Simona Fermani
- Department of Chemistry "G. Ciamician", University of Bologna, Via Selmi 2, 40126, Bologna, Italy
| | - Stéphane D Lemaire
- Sorbonne Université, CNRS, Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, 4 Place Jussieu, 75005, Paris, France
| | - Mirko Zaffagnini
- Laboratory of Molecular Plant Physiology, Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Julien Henri
- Sorbonne Université, CNRS, Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, 4 Place Jussieu, 75005, Paris, France
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2
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Emmerich HJ, Schneider L, Essen LO. Structural and Functional Analysis of a Prokaryotic (6-4) Photolyase from the Aquatic Pathogen Vibrio Cholerae †. Photochem Photobiol 2023; 99:1248-1257. [PMID: 36692077 DOI: 10.1111/php.13783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 01/19/2023] [Indexed: 01/25/2023]
Abstract
Photolyases are flavoproteins, which are able to repair UV-induced DNA lesions in a light-dependent manner. According to their substrate, they can be distinguished as CPD- and (6-4) photolyases. While CPD-photolyases repair the predominantly occurring cyclobutane pyrimidine dimer lesion, (6-4) photolyases catalyze the repair of the less prominent (6-4) photoproduct. The subgroup of prokaryotic (6-4) photolyases/FeS-BCP is one of the most ancient types of flavoproteins in the ubiquitously occurring photolyase & cryptochrome superfamily (PCSf). In contrast to canonical photolyases, prokaryotic (6-4) photolyases possess a few particular characteristics, including a lumazine derivative as antenna chromophore besides the catalytically essential flavin adenine dinucleotide as well as an elongated linker region between the N-terminal α/β-domain and the C-terminal all-α-helical domain. Furthermore, they can harbor an additional short subdomain, located at the C-terminus, with a binding site for a [4Fe-4S] cluster. So far, two crystal structures of prokaryotic (6-4) photolyases have been reported. Within this study, we present the high-resolution structure of the prokaryotic (6-4) photolyase from Vibrio cholerae and its spectroscopic characterization in terms of in vitro photoreduction and DNA-repair activity.
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Affiliation(s)
- Hans-Joachim Emmerich
- Unit for Structural Biochemistry, Department of Chemistry, Philipps University Marburg, Marburg, Germany
| | - Leonie Schneider
- Unit for Structural Biochemistry, Department of Chemistry, Philipps University Marburg, Marburg, Germany
| | - Lars-Oliver Essen
- Unit for Structural Biochemistry, Department of Chemistry, Philipps University Marburg, Marburg, Germany
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3
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Zhang L. Machine learning for enumeration of cell colony forming units. Vis Comput Ind Biomed Art 2022; 5:26. [PMID: 36334176 PMCID: PMC9637067 DOI: 10.1186/s42492-022-00122-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 10/08/2022] [Indexed: 11/08/2022] Open
Abstract
As one of the most widely used assays in biological research, an enumeration of the bacterial cell colonies is an important but time-consuming and labor-intensive process. To speed up the colony counting, a machine learning method is presented for counting the colony forming units (CFUs), which is referred to as CFUCounter. This cell-counting program processes digital images and segments bacterial colonies. The algorithm combines unsupervised machine learning, iterative adaptive thresholding, and local-minima-based watershed segmentation to enable an accurate and robust cell counting. Compared to a manual counting method, CFUCounter supports color-based CFU classification, allows plates containing heterologous colonies to be counted individually, and demonstrates overall performance (slope 0.996, SD 0.013, 95%CI: 0.97–1.02, p value < 1e-11, r = 0.999) indistinguishable from the gold standard of point-and-click counting. This CFUCounter application is open-source and easy to use as a unique addition to the arsenal of colony-counting tools.
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Affiliation(s)
- Louis Zhang
- grid.89336.370000 0004 1936 9924Department of Molecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX 78713-8058 USA
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4
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Genomics-based strategies toward the identification of a Z-ISO carotenoid biosynthetic enzyme suitable for structural studies. Methods Enzymol 2022; 671:171-205. [PMID: 35878977 DOI: 10.1016/bs.mie.2021.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Over the past 20years, structural genomics efforts have proven enormously successful for the determination of integral membrane protein structures, particularly for those of prokaryotic origin. However, traditional genomic expansion screens have included up to hundreds of targets, necessitating the use of robotics and other automation not available to most laboratories. Moreover, such large-scale screens of eukaryotic targets are not easily performed at such a scale. To have broader appeal, traditional structural genomic approaches need to be modified and improved such that they are feasible for most laboratories and especially so for proteins from eukaryotic organisms. One such refinement, termed "microgenomic expansion," has been recently described. This approach improves the process of target selection by making target screening a two-step process, with a minimal number of targets tested at each step. Microgenomic expansion methods are applied here theoretically to a project that has the objective of acquiring a structure for the plant 15-cis-ζ-carotene isomerase, Z-ISO.
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Le Moigne T, Gurrieri L, Crozet P, Marchand CH, Zaffagnini M, Sparla F, Lemaire SD, Henri J. Crystal structure of chloroplastic thioredoxin z defines a type-specific target recognition. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2021; 107:434-447. [PMID: 33930214 DOI: 10.1111/tpj.15300] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 04/13/2021] [Accepted: 04/22/2021] [Indexed: 06/12/2023]
Abstract
Thioredoxins (TRXs) are ubiquitous disulfide oxidoreductases structured according to a highly conserved fold. TRXs are involved in a myriad of different processes through a common chemical mechanism. Plant TRXs evolved into seven types with diverse subcellular localization and distinct protein target selectivity. Five TRX types coexist in the chloroplast, with yet scarcely described specificities. We solved the crystal structure of a chloroplastic z-type TRX, revealing a conserved TRX fold with an original electrostatic surface potential surrounding the redox site. This recognition surface is distinct from all other known TRX types from plant and non-plant sources and is exclusively conserved in plant z-type TRXs. We show that this electronegative surface endows thioredoxin z (TRXz) with a capacity to activate the photosynthetic Calvin-Benson cycle enzyme phosphoribulokinase. The distinct electronegative surface of TRXz thereby extends the repertoire of TRX-target recognitions.
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Affiliation(s)
- Théo Le Moigne
- Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, CNRS, Sorbonne Université, 4 Place Jussieu, Paris, 75005, France
- Faculty of Sciences, Doctoral School of Plant Sciences, Université Paris-Saclay, Saint-Aubin, 91190, France
- Laboratoire de Biologie Moléculaire et Cellulaire des Eucaryotes, Institut de Biologie Physico-Chimique, UMR 8226, CNRS, Sorbonne Université, 13 Rue Pierre et Marie Curie, Paris, 75005, France
| | - Libero Gurrieri
- Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, Bologna, 40126, Italy
| | - Pierre Crozet
- Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, CNRS, Sorbonne Université, 4 Place Jussieu, Paris, 75005, France
- Laboratoire de Biologie Moléculaire et Cellulaire des Eucaryotes, Institut de Biologie Physico-Chimique, UMR 8226, CNRS, Sorbonne Université, 13 Rue Pierre et Marie Curie, Paris, 75005, France
- Sorbonne Université, Polytech Sorbonne, Paris, 75005, France
| | - Christophe H Marchand
- Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, CNRS, Sorbonne Université, 4 Place Jussieu, Paris, 75005, France
- Laboratoire de Biologie Moléculaire et Cellulaire des Eucaryotes, Institut de Biologie Physico-Chimique, UMR 8226, CNRS, Sorbonne Université, 13 Rue Pierre et Marie Curie, Paris, 75005, France
- Plateforme de Protéomique, Institut de Biologie Physico-Chimique, FR 550, CNRS, 13 Rue Pierre et Marie Curie, Paris, 75005, France
| | - Mirko Zaffagnini
- Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, Bologna, 40126, Italy
| | - Francesca Sparla
- Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, Bologna, 40126, Italy
| | - Stéphane D Lemaire
- Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, CNRS, Sorbonne Université, 4 Place Jussieu, Paris, 75005, France
- Laboratoire de Biologie Moléculaire et Cellulaire des Eucaryotes, Institut de Biologie Physico-Chimique, UMR 8226, CNRS, Sorbonne Université, 13 Rue Pierre et Marie Curie, Paris, 75005, France
| | - Julien Henri
- Laboratoire de Biologie Computationnelle et Quantitative, Institut de Biologie Paris-Seine, UMR 7238, CNRS, Sorbonne Université, 4 Place Jussieu, Paris, 75005, France
- Laboratoire de Biologie Moléculaire et Cellulaire des Eucaryotes, Institut de Biologie Physico-Chimique, UMR 8226, CNRS, Sorbonne Université, 13 Rue Pierre et Marie Curie, Paris, 75005, France
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Chen F, Li YY, Yu YL, Dai J, Huang JL, Lin J. Simplified plasmid cloning with a universal MCS design and bacterial in vivo assembly. BMC Biotechnol 2021; 21:24. [PMID: 33722223 PMCID: PMC7962268 DOI: 10.1186/s12896-021-00679-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Accepted: 02/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The ability to clone DNA sequences quickly and precisely into plasmids is essential for molecular biology studies. The recent development of seamless cloning technologies has made significant improvements in plasmid construction, but simple and reliable tools are always desirable for time- and labor-saving purposes. RESULTS We developed and standardized a plasmid cloning protocol based on a universal MCS (Multiple Cloning Site) design and bacterial in vivo assembly. With this method, the vector is linearized first by PCR (Polymerase Chain Reaction) or restriction digestion. Then a small amount (10 ~ 20 ng) of this linear vector can be mixed with a PCR-amplified insert (5× molar ratio against vector) and transformed directly into competent E. coli cells to obtain the desired clones through in vivo assembly. Since we used a 36-bp universal MCS as the homologous linker, any PCR-amplified insert with ~ 15 bp compatible termini can be cloned into the vector with high fidelity and efficiency. Thus, the need for redesigning insert-amplifying primers according to various vector sequences and the following PCR procedures was eliminated. CONCLUSIONS Our protocol significantly reduced hands-on time for preparing transformation reactions, had excellent reliability, and was confirmed to be a rapid and versatile plasmid cloning technique. The protocol contains mostly mixing steps, making it an extremely automation-friendly and promising tool in modern biology studies.
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Affiliation(s)
- Fan Chen
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou, 363000, P.R. China.
| | - Yi-Ya Li
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou, 363000, P.R. China
| | - Yan-Li Yu
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou, 363000, P.R. China
| | - Jie Dai
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou, 363000, P.R. China
| | - Jin-Ling Huang
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou, 363000, P.R. China
| | - Jie Lin
- School of Biological Science and Biotechnology, Minnan Normal University, Zhangzhou, 363000, P.R. China
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7
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High-Resolution Crystal Structure of Chloroplastic Ribose-5-Phosphate Isomerase from Chlamydomonas reinhardtii-An Enzyme Involved in the Photosynthetic Calvin-Benson Cycle. Int J Mol Sci 2020; 21:ijms21207787. [PMID: 33096784 PMCID: PMC7589169 DOI: 10.3390/ijms21207787] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/16/2020] [Accepted: 10/19/2020] [Indexed: 01/01/2023] Open
Abstract
The Calvin–Benson cycle is the key metabolic pathway of photosynthesis responsible for carbon fixation and relies on eleven conserved enzymes. Ribose-5-phosphate isomerase (RPI) isomerizes ribose-5-phosphate into ribulose-5-phosphate and contributes to the regeneration of the Rubisco substrate. Plant RPI is the target of diverse post-translational modifications including phosphorylation and thiol-based modifications to presumably adjust its activity to the photosynthetic electron flow. Here, we describe the first experimental structure of a photosynthetic RPI at 1.4 Å resolution. Our structure confirms the composition of the catalytic pocket of the enzyme. We describe the homo-dimeric state of the protein that we observed in the crystal and in solution. We also map the positions of previously reported post-translational modifications and propose mechanisms by which they may impact the catalytic parameters. The structural data will inform the biochemical modeling of photosynthesis.
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8
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Klopp J, Winterhalter A, Gébleux R, Scherer-Becker D, Ostermeier C, Gossert AD. Cost-effective large-scale expression of proteins for NMR studies. JOURNAL OF BIOMOLECULAR NMR 2018; 71:247-262. [PMID: 29779067 DOI: 10.1007/s10858-018-0179-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 04/06/2018] [Indexed: 05/20/2023]
Abstract
We present protocols for high-level expression of isotope-labelled proteins in E. coli in cost-effective ways. This includes production of large amounts of unlabeled proteins and 13C-methyl methionine labeling in rich media, where yields of up to a gram of soluble protein per liter of culture are reached. Procedures for uniform isotope labeling of 2H, 13C and 15N using auto-induction or isopropyl-β-D-1-thiogalactopyranoside-induction are described, with primary focus on minimal isotope consumption and high reproducibility of protein expression. These protocols are based on high cell-density fermentation, but the key procedures are easily transferred to shake flask cultures.
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Affiliation(s)
| | | | | | | | | | - Alvar D Gossert
- Institute for Molecular Biology and Biophysics, ETH Zürich, HPP L25.1, Hönggerbergring 24, 8093, Zurich, Switzerland.
- Biomolecular NMR Spectroscopy Platform, ETH Zürich, 8093, Zurich, Switzerland.
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9
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Yan B, Ye L, Xu W, Liu L. Recent advances in racemic protein crystallography. Bioorg Med Chem 2017; 25:4953-4965. [DOI: 10.1016/j.bmc.2017.05.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 05/03/2017] [Accepted: 05/09/2017] [Indexed: 10/19/2022]
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10
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Makowska-Grzyska M, Kim Y, Maltseva N, Li H, Zhou M, Joachimiak G, Babnigg G, Joachimiak A. Protein production for structural genomics using E. coli expression. Methods Mol Biol 2014; 1140:89-105. [PMID: 24590711 PMCID: PMC4108990 DOI: 10.1007/978-1-4939-0354-2_7] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The goal of structural biology is to reveal details of the molecular structure of proteins in order to understand their function and mechanism. X-ray crystallography and NMR are the two best methods for atomic level structure determination. However, these methods require milligram quantities of proteins. In this chapter a reproducible methodology for large-scale protein production applicable to a diverse set of proteins is described. The approach is based on protein expression in E. coli as a fusion with a cleavable affinity tag that was tested on over 20,000 proteins. Specifically, a protocol for fermentation of large quantities of native proteins in disposable culture vessels is presented. A modified protocol that allows for the production of selenium-labeled proteins in defined media is also offered. Finally, a method for the purification of His6-tagged proteins on immobilized metal affinity chromatography columns that generates high-purity material is described in detail.
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Affiliation(s)
- Magdalena Makowska-Grzyska
- Center for Structural Genomics of Infectious Diseases, Computational Institute, University of Chicago, Chicago, IL, 60557, USA
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11
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Shala A, Patel KH, Golemi-Kotra D, Audette GF. Expression, purification, crystallization and preliminary X-ray analysis of the receiver domain of Staphylococcus aureus LytR protein. Acta Crystallogr Sect F Struct Biol Cryst Commun 2013; 69:1418-21. [PMID: 24316844 PMCID: PMC3855734 DOI: 10.1107/s1744309113030972] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Accepted: 11/11/2013] [Indexed: 12/29/2022]
Abstract
The response-regulatory protein LytR belongs to a family of transcription factors involved in the regulation of important virulence factors in pathogenic bacteria. The protein consists of a receiver domain and an effector domain, which play an important role in controlled cell death and lysis. The LytR receiver domain (LytR(N)) has been overexpressed, purified and crystallized using the sitting-drop and hanging-drop vapour-diffusion methods. The crystals grew as needles, with unit-cell parameters a = b = 84.82, c = 157.3 Å, α = β = 90, γ = 120°. LytR(N) crystallized in space group P6122 and the crystals diffracted to a maximum resolution of 2.34 Å. Based on the Matthews coefficient (V(M) = 5.44 Å(3) Da(-1)), one molecule is estimated to be present in the asymmetric unit.
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Affiliation(s)
- Agnesa Shala
- Department of Chemistry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
| | - Kevin H. Patel
- Department of Chemistry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
| | - Dasantila Golemi-Kotra
- Department of Chemistry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
- Department of Biology, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
| | - Gerald F. Audette
- Department of Chemistry, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
- Department of Biology, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
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12
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Wagner JM, Evans TJ, Chen J, Zhu H, Houben ENG, Bitter W, Korotkov KV. Understanding specificity of the mycosin proteases in ESX/type VII secretion by structural and functional analysis. J Struct Biol 2013; 184:115-28. [PMID: 24113528 DOI: 10.1016/j.jsb.2013.09.022] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2013] [Revised: 09/24/2013] [Accepted: 09/25/2013] [Indexed: 11/28/2022]
Abstract
Mycobacteria use specialized ESX secretion systems to transport proteins across their cell membranes in order to manipulate their environment. In pathogenic Mycobacterium tuberculosis there are five paralogous ESX secretion systems, named ESX-1 through ESX-5. Each system includes a subtilisin-like protease (mycosin or MycP) as a core component essential for secretion. Here we report crystal structures of MycP1 and MycP3, the mycosins expressed by the ESX-1 and ESX-3 systems, respectively. In both mycosins the putative propeptide wraps around the catalytic domain and does not occlude the active site. The extensive contacts between the putative propeptide and catalytic domain, which include a disulfide bond, suggest that the N-terminal extension is an integral part of the active mycosin. The catalytic residues of MycP1 and MycP3 are located in a deep active site groove in contrast with an exposed active site in majority of subtilisins. We show that MycP1 specifically cleaves ESX-1 secretion-associated protein B (EspB) in vitro at residues Ala358 and Ala386. We also systematically characterize the specificity of MycP1 using peptide libraries, and show that it has evolved a narrow specificity relative to other subtilisins. Finally, comparison of the MycP1 and MycP3 structures suggest that both enzymes have stringent and different specificity profiles that result from the structurally distinct active site pockets, which could explain the system specific functioning of these proteases.
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Affiliation(s)
- Jonathan M Wagner
- Department of Molecular & Cellular Biochemistry and Center for Structural Biology, University of Kentucky, Lexington, KY 40536, USA
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13
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Dunstan RA, Heinz E, Wijeyewickrema LC, Pike RN, Purcell AW, Evans TJ, Praszkier J, Robins-Browne RM, Strugnell RA, Korotkov KV, Lithgow T. Assembly of the type II secretion system such as found in Vibrio cholerae depends on the novel Pilotin AspS. PLoS Pathog 2013; 9:e1003117. [PMID: 23326233 PMCID: PMC3542185 DOI: 10.1371/journal.ppat.1003117] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Accepted: 11/20/2012] [Indexed: 12/18/2022] Open
Abstract
The Type II Secretion System (T2SS) is a molecular machine that drives the secretion of fully-folded protein substrates across the bacterial outer membrane. A key element in the machinery is the secretin: an integral, multimeric outer membrane protein that forms the secretion pore. We show that three distinct forms of T2SSs can be distinguished based on the sequence characteristics of their secretin pores. Detailed comparative analysis of two of these, the Klebsiella-type and Vibrio-type, showed them to be further distinguished by the pilotin that mediates their transport and assembly into the outer membrane. We have determined the crystal structure of the novel pilotin AspS from Vibrio cholerae, demonstrating convergent evolution wherein AspS is functionally equivalent and yet structurally unrelated to the pilotins found in Klebsiella and other bacteria. AspS binds to a specific targeting sequence in the Vibrio-type secretins, enhances the kinetics of secretin assembly, and homologs of AspS are found in all species of Vibrio as well those few strains of Escherichia and Shigella that have acquired a Vibrio-type T2SS. The type 2 secretion system (T2SS) is a sophisticated, multi-component molecular machine that drives the secretion of fully-folded protein substrates across the bacterial outer membrane. In Vibrio cholerae, for example, the T2SS mediates the secretion of cholera toxin. We find that there are three distinct forms of T2SS, based on the sequence characteristics of the secretin. A targeting paradigm, developed for the Klebsiella-type secretin PulD, could not previously be applied to the T2SS in Vibrio cholerae and many other bacterial species whose genomes encode no homolog of the crucial targeting factor PulS (also called OutS, EtpO or GspS). Using bioinformatics we find, remarkably, that these bacteria have instead evolved a structurally distinct protein to serve in place of PulS. We crystallized and solved the structure of this distinct factor, AspS, measured its activity in novel assays for T2SS assembly, and show that the protein is essential for the function of the Vibrio-type T2SS. A structural homolog of AspS found here in Pseudomonas suggests widespread use of the pilotin-secretin targeting paradigm for T2SS assembly.
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Affiliation(s)
- Rhys A. Dunstan
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
| | - Eva Heinz
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
- Victorian Bioinformatics Consortium, Monash University, Melbourne, Australia
| | | | - Robert N. Pike
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
| | - Anthony W. Purcell
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
| | - Timothy J. Evans
- Department of Molecular and Cellular Biochemistry and Center for Structural Biology, University of Kentucky, Lexington, Kentucky, United States of America
| | - Judyta Praszkier
- Department of Microbiology and Immunology, The University of Melbourne, Melbourne, Australia
- Monash Institute of Medical Research, Melbourne, Australia
| | - Roy M. Robins-Browne
- Department of Microbiology and Immunology, The University of Melbourne, Melbourne, Australia
- Murdoch Childrens Research Institute, Royal Children's Hospital, Melbourne, Australia
| | - Richard A. Strugnell
- Department of Microbiology and Immunology, The University of Melbourne, Melbourne, Australia
| | - Konstantin V. Korotkov
- Department of Molecular and Cellular Biochemistry and Center for Structural Biology, University of Kentucky, Lexington, Kentucky, United States of America
- * E-mail: (KVK); (TL)
| | - Trevor Lithgow
- Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia
- * E-mail: (KVK); (TL)
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14
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Vedadi M, Arrowsmith CH, Allali-Hassani A, Senisterra G, Wasney GA. Biophysical characterization of recombinant proteins: a key to higher structural genomics success. J Struct Biol 2010; 172:107-19. [PMID: 20466062 PMCID: PMC2954336 DOI: 10.1016/j.jsb.2010.05.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2010] [Revised: 03/26/2010] [Accepted: 05/06/2010] [Indexed: 01/12/2023]
Abstract
Hundreds of genomes have been successfully sequenced to date, and the data are publicly available. At the same time, the advances in large-scale expression and purification of recombinant proteins have paved the way for structural genomics efforts. Frequently, however, little is known about newly expressed proteins calling for large-scale protein characterization to better understand their biochemical roles and to enable structure-function relationship studies. In the Structural Genomics Consortium (SGC), we have established a platform to characterize large numbers of purified proteins. This includes screening for ligands, enzyme assays, peptide arrays and peptide displacement in a 384-well format. In this review, we describe this platform in more detail and report on how our approach significantly increases the success rate for structure determination. Coupled with high-resolution X-ray crystallography and structure-guided methods, this platform can also be used toward the development of chemical probes through screening families of proteins against a variety of chemical series and focused chemical libraries.
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Affiliation(s)
- Masoud Vedadi
- Structural Genomics Consortium, University of Toronto, Room 839, MaRS Center, South Tower, Toronto, Ontario, Canada.
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15
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To automate or not to automate: this is the question. ACTA ACUST UNITED AC 2010; 11:211-21. [PMID: 20526815 PMCID: PMC2921494 DOI: 10.1007/s10969-010-9092-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2009] [Accepted: 05/14/2010] [Indexed: 11/26/2022]
Abstract
New protocols and instrumentation significantly boost the outcome of structural biology, which has resulted in significant growth in the number of deposited Protein Data Bank structures. However, even an enormous increase of the productivity of a single step of the structure determination process may not significantly shorten the time between clone and deposition or publication. For example, in a medium size laboratory equipped with the LabDB and HKL-3000 systems, we show that automation of some (and integration of all) steps of the X-ray structure determination pathway is critical for laboratory productivity. Moreover, we show that the lag period after which the impact of a technology change is observed is longer than expected.
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16
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Cooper DR, Grelewska K, Kim CY, Joachimiak A, Derewenda ZS. The structure of DinB from Geobacillus stearothermophilus: a representative of a unique four-helix-bundle superfamily. Acta Crystallogr Sect F Struct Biol Cryst Commun 2010; 66:219-24. [PMID: 20208147 PMCID: PMC2833023 DOI: 10.1107/s1744309109053913] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2009] [Accepted: 12/14/2009] [Indexed: 03/23/2024]
Abstract
The crystal structure of the dinB gene product from Geobacillus stearothermophilus (GsDinB) is reported at 2.5 A resolution. The dinB gene is one of the DNA-damage-induced genes and the corresponding protein, DinB, is the founding member of a Pfam family with no known function. The protein contains a four-helix up-down-down-up bundle that has previously been described in the literature in three disparate proteins: the enzyme MDMPI (mycothiol-dependent maleylpyruvate isomerase), YfiT and TTHA0303, a member of a small DUF (domain of unknown function). However, a search of the DALI structural database revealed similarities to a further 11 new unpublished structures contributed by structural genomics centers. The sequences of these proteins are quite divergent and represent several Pfam families, yet their structures are quite similar and most (but not all) seem to have the ability to coordinate a metal ion using a conserved histidine-triad motif. The structural similarities of these diverse proteins suggest that a new Pfam clan encompassing the families that share this fold should be created. The proteins that share this fold exhibit four different quaternary structures: monomeric and three different dimeric forms.
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Affiliation(s)
- David R. Cooper
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia 22908, USA
- The Integrated Center for Structure and Function Innovation (ISFI), USA
| | - Katarzyna Grelewska
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia 22908, USA
- The Integrated Center for Structure and Function Innovation (ISFI), USA
| | - Chang-Yub Kim
- The Integrated Center for Structure and Function Innovation (ISFI), USA
- Bioscience Division, Los Alamos National Laboratory, USA
| | - Andrzej Joachimiak
- Midwest Center for Structural Genomics and Structural Biology Center, Biosciences Division, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Zygmunt S. Derewenda
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia 22908, USA
- The Integrated Center for Structure and Function Innovation (ISFI), USA
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17
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Chruszcz M, Borek D, Domagalski M, Otwinowski Z, Minor W. X-ray diffraction experiment--the last experiment in the structure elucidation process. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2009; 77:23-40. [PMID: 20663480 PMCID: PMC3128764 DOI: 10.1016/s1876-1623(09)77002-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2023]
Abstract
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 its way into structure-based drug discovery. In this chapter, we review recent methodology developments in X-ray diffraction experiments that led to fast and very accurate elucidation of three-dimensional structures of macromolecules. We will discuss the role of data collection as the last experiment performed in the crystal structure determination process. A statistical analysis of diffraction experiments that are reported in the Protein Data Bank (PDB) is also presented.
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Affiliation(s)
- 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
| | - Dominika Borek
- Department of Biochemistry, The University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd., Dallas, Texas, TX 75390-8816, USA
- Midwest Center for Structural Genomics
- Center for Structural Genomics of Infectious Diseases
| | - Marcin Domagalski
- 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
| | - Zbyszek Otwinowski
- Department of Biochemistry, The University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd., Dallas, Texas, TX 75390-8816, USA
- Midwest Center for Structural Genomics
- Center for Structural Genomics of Infectious Diseases
| | - 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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18
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Joachimiak A. High-throughput crystallography for structural genomics. Curr Opin Struct Biol 2009; 19:573-84. [PMID: 19765976 DOI: 10.1016/j.sbi.2009.08.002] [Citation(s) in RCA: 96] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2009] [Revised: 08/14/2009] [Accepted: 08/20/2009] [Indexed: 11/20/2022]
Abstract
Protein X-ray crystallography recently celebrated its 50th anniversary. The structures of myoglobin and hemoglobin determined by Kendrew and Perutz provided the first glimpses into the complex protein architecture and chemistry. Since then, the field of structural molecular biology has experienced extraordinary progress and now more than 55000 protein structures have been deposited into the Protein Data Bank. In the past decade many advances in macromolecular crystallography have been driven by world-wide structural genomics efforts. This was made possible because of third-generation synchrotron sources, structure phasing approaches using anomalous signal, and cryo-crystallography. Complementary progress in molecular biology, proteomics, hardware and software for crystallographic data collection, structure determination and refinement, computer science, databases, robotics and automation improved and accelerated many processes. These advancements provide the robust foundation for structural molecular biology and assure strong contribution to science in the future. In this report we focus mainly on reviewing structural genomics high-throughput X-ray crystallography technologies and their impact.
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Affiliation(s)
- Andrzej Joachimiak
- Midwest Center for Structural Genomics, Structural Biology Center, Biosciences Division, Argonne National Laboratory, 9700 S Class Ave., Argonne, IL 60439, USA.
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19
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Tegel H, Steen J, Konrad A, Nikdin H, Pettersson K, Stenvall M, Tourle S, Wrethagen U, Xu L, Yderland L, Uhlén M, Hober S, Ottosson J. High-throughput protein production--lessons from scaling up from 10 to 288 recombinant proteins per week. Biotechnol J 2009; 4:51-7. [PMID: 19039781 DOI: 10.1002/biot.200800183] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The demand for high-throughput recombinant protein production has markedly increased with the increased activity in the field of proteomics. Within the Human Protein Atlas project recombinantly produced human protein fragments are used for antibody production. Here we describe how the protein expression and purification protocol has been optimized in the project to allow for handling of nearly 300 different proteins per week. The number of manual handling steps has been significantly reduced (from 18 to 9) and the protein purification has been completely automated.
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Affiliation(s)
- Hanna Tegel
- School of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
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20
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Screening colonies of pooled ORFeomes (SCOOP): a rapid and efficient strategy for expression screening ORFeomes in Escherichia coli. Protein Expr Purif 2009; 68:121-7. [PMID: 19635569 DOI: 10.1016/j.pep.2009.07.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2008] [Revised: 07/18/2009] [Accepted: 07/20/2009] [Indexed: 11/22/2022]
Abstract
We have designed and evaluated a novel strategy for screening large gene collections available as GATEWAY-adapted ORFeomes for soluble recombinant overexpression in Escherichia coli, called "Screening Colonies of ORFeome Pools" (SCOOP). From a large gene collection we could, without expensive multi-well based cloning and expression screening, determine which targets were suitable for large-scale expression and purification. Normalized bacterial overnight cultures of an ORF collection of entry clones derived from the Kaposi's sarcoma associated herpesvirus (KSHV) were pooled and used for the isolation of plasmid DNA. The resulting ORF library was subcloned into a prokaryotic expression vector in a single recombination reaction and was subsequently screened with the colony filtration (CoFi) blot for soluble recombinant overexpression in E. coli. ORFs determined to express soluble recombinant proteins were identified by sequencing and analysed by small-scale IMAC and SDS-PAGE. As a reference, we subcloned all ORFs individually using a traditional multi-well based procedure and screened them for soluble expression. Our results show that the two processes have a similar efficiency as 23 and 25 out of 74 assessable clones were identified as soluble expressers using SCOOP and the traditional multi-well procedure, respectively. Because SCOOP minimises costs for cloning and expression screening, it constitutes an interesting alternative for establishing expression of large gene collections. SCOOP also allows affordable screening in alternative vectors, expression strains and physical conditions, which is challenging in large-scale protein production programs. With this strategy in hand success rates for future proteome-wide protein production efforts can be significantly increased.
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21
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Hays FA, Roe-Zurz Z, Li M, Kelly L, Gruswitz F, Sali A, Stroud RM. Ratiocinative screen of eukaryotic integral membrane protein expression and solubilization for structure determination. JOURNAL OF STRUCTURAL AND FUNCTIONAL GENOMICS 2009; 10:9-16. [PMID: 19031011 PMCID: PMC2756966 DOI: 10.1007/s10969-008-9046-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2008] [Accepted: 10/24/2008] [Indexed: 11/28/2022]
Abstract
Persistent hurdles impede the successful determination of high-resolution crystal structures of eukaryotic integral membrane proteins (IMP). We designed a high-throughput structural genomics oriented pipeline that seeks to minimize effort in uncovering high-quality, responsive non-redundant targets for crystallization. This "discovery-oriented" pipeline sidesteps two significant bottlenecks in the IMP structure determination pipeline: expression and membrane extraction with detergent. In addition, proteins that enter the pipeline are then rapidly vetted by their presence in the included volume on a size-exclusion column--a hallmark of well-behaved IMP targets. A screen of 384 rationally selected eukaryotic IMPs in baker's yeast Saccharomyces cerevisiae is outlined to demonstrate the results expected when applying this discovery-oriented pipeline to whole-organism membrane proteomes.
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Affiliation(s)
- Franklin A Hays
- Department of Biochemistry and Biophysics, University of California at San Francisco, San Francisco, CA 94158-2517, USA.
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22
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The Thermotoga maritima Trk potassium transporter--from frameshift to function. J Bacteriol 2009; 191:2276-84. [PMID: 19168617 DOI: 10.1128/jb.01367-08] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The gene for the Thermotoga maritima Trk potassium transporter component TrkA was originally thought to be a frameshift mutation and not to encode a functional protein. However, expression from this gene yielded a complex consisting of two distinct proteins designated TM1088A and -B. Genetic complementation of Escherichia coli mutants unable to transport potassium suggests that TM1088A/B is part of a functional Trk potassium transporter complex with the membrane protein TM1089. The protein structure for TM1088A shows a characteristic Rossmann fold indicating an NAD+ binding site and has structural similarity to potassium channel-related proteins. Ligand binding studies indicated that ATP, ADP, and AMP stabilized TM1088A to a much greater degree than NADH and NAD, consistent with the crystal structure of TM1088A, which contains a bound AMP natural ligand at the characteristic GXGXXG nucleotide binding site. Mutation of single and all glycines at this nucleotide binding site eliminated in vitro protein stabilization by the ligand, yet these mutated proteins could still functionally complement the E. coli potassium uptake mutants. We predict that this new two-subunit class of TrkA proteins is present in a number of organisms. A further subclass of the predicted two-subunit TrkA proteins lack an identifiable membrane-spanning subunit of the Trk K+ transporter. This class, as exemplified by Mycobacterium tuberculosis, did not complement E. coli potassium transport with the native E. coli TrkH; thus, it may require a novel TrkH-like protein for activity or provide an alternate function in vivo.
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23
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Abstract
A decade of structural genomics, the large-scale determination of protein structures, has generated a wealth of data and many important lessons for structural biology and for future large-scale projects. These lessons include a confirmation that it is possible to construct large-scale facilities that can determine the structures of a hundred or more proteins per year, that these structures can be of high quality, and that these structures can have an important impact. Technology development has played a critical role in structural genomics, the difficulties at each step of determining a structure of a particular protein can be quantified, and validation of technologies is nearly as important as the technologies themselves. Finally, rapid deposition of data in public databases has increased the impact and usefulness of the data and international cooperation has advanced the field and improved data sharing.
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24
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Klock HE, Koesema EJ, Knuth MW, Lesley SA. Combining the polymerase incomplete primer extension method for cloning and mutagenesis with microscreening to accelerate structural genomics efforts. Proteins 2008; 71:982-94. [PMID: 18004753 DOI: 10.1002/prot.21786] [Citation(s) in RCA: 243] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Successful protein expression, purification, and crystallization for challenging targets typically requires evaluation of a multitude of expression constructs. Often many iterations of truncations and point mutations are required to identify a suitable derivative for recombinant expression. Making and characterizing these variants is a significant barrier to success. We have developed a rapid and efficient cloning process and combined it with a protein microscreening approach to characterize protein suitability for structural studies. The Polymerase Incomplete Primer Extension (PIPE) cloning method was used to rapidly clone 448 protein targets and then to generate 2143 truncations from 96 targets with minimal effort. Proteins were expressed, purified, and characterized via a microscreening protocol, which incorporates protein quantification, liquid chromatography mass spectrometry and analytical size exclusion chromatography (AnSEC) to evaluate suitability of the protein products for X-ray crystallography. The results suggest that selecting expression constructs for crystal trials based primarily on expression solubility is insufficient. Instead, AnSEC scoring as a measure of protein polydispersity was found to be predictive of ultimate structure determination success and essential for identifying appropriate boundaries for truncation series. Overall structure determination success was increased by at least 38% by applying this combined PIPE cloning and microscreening approach to recalcitrant targets.
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Affiliation(s)
- Heath E Klock
- The Genomics Institute of the Novartis Research Foundation, San Diego, California 92121, USA
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25
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Manjasetty BA, Turnbull AP, Panjikar S, Büssow K, Chance MR. Automated technologies and novel techniques to accelerate protein crystallography for structural genomics. Proteomics 2008; 8:612-25. [PMID: 18210369 DOI: 10.1002/pmic.200700687] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The sequence infrastructure that has arisen through large-scale genomic projects dedicated to protein analysis, has provided a wealth of information and brought together scientists and institutions from all over the world. As a consequence, the development of novel technologies and methodologies in proteomics research is helping to unravel the biochemical and physiological mechanisms of complex multivariate diseases at both a functional and molecular level. In the late sixties, when X-ray crystallography had just been established, the idea of determining protein structure on an almost universal basis was akin to an impossible dream or a miracle. Yet only forty years after, automated protein structure determination platforms have been established. The widespread use of robotics in protein crystallography has had a huge impact at every stage of the pipeline from protein cloning, over-expression, purification, crystallization, data collection, structure solution, refinement, validation and data management- all of which have become more or less automated with minimal human intervention necessary. Here, recent advances in protein crystal structure analysis in the context of structural genomics will be discussed. In addition, this review aims to give an overview of recent developments in high throughput instrumentation, and technologies and strategies to accelerate protein structure/function analysis.
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Affiliation(s)
- Babu A Manjasetty
- Case Center for Synchrotron Biosciences, National Synchrotron Light Source, Brookhaven National Laboratory, Upton, NY11973, USA.
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26
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Gräslund S, Nordlund P, Weigelt J, Hallberg BM, Bray J, Gileadi O, Knapp S, Oppermann U, Arrowsmith C, Hui R, Ming J, dhe-Paganon S, Park HW, Savchenko A, Yee A, Edwards A, Vincentelli R, Cambillau C, Kim R, Kim SH, Rao Z, Shi Y, Terwilliger TC, Kim CY, Hung LW, Waldo GS, Peleg Y, Albeck S, Unger T, Dym O, Prilusky J, Sussman JL, Stevens RC, Lesley SA, Wilson IA, Joachimiak A, Collart F, Dementieva I, Donnelly MI, Eschenfeldt WH, Kim Y, Stols L, Wu R, Zhou M, Burley SK, Emtage JS, Sauder JM, Thompson D, Bain K, Luz J, Gheyi T, Zhang F, Atwell S, Almo SC, Bonanno JB, Fiser A, Swaminathan S, Studier FW, Chance MR, Sali A, Acton TB, Xiao R, Zhao L, Ma LC, Hunt JF, Tong L, Cunningham K, Inouye M, Anderson S, Janjua H, Shastry R, Ho CK, Wang D, Wang H, Jiang M, Montelione GT, Stuart DI, Owens RJ, Daenke S, Schütz A, Heinemann U, Yokoyama S, Büssow K, Gunsalus KC. Protein production and purification. Nat Methods 2008; 5:135-46. [PMID: 18235434 PMCID: PMC3178102 DOI: 10.1038/nmeth.f.202] [Citation(s) in RCA: 614] [Impact Index Per Article: 38.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
In selecting a method to produce a recombinant protein, a researcher is faced with a bewildering array of choices as to where to start. To facilitate decision-making, we describe a consensus 'what to try first' strategy based on our collective analysis of the expression and purification of over 10,000 different proteins. This review presents methods that could be applied at the outset of any project, a prioritized list of alternate strategies and a list of pitfalls that trip many new investigators.
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27
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Hopson RE, Peti W. Microcoil NMR spectroscopy: a novel tool for biological high throughput NMR spectroscopy. Methods Mol Biol 2008; 426:447-458. [PMID: 18542883 DOI: 10.1007/978-1-60327-058-8_30] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Microcoil NMR spectroscopy is based on the increase of coil sensitivity for smaller coil diameters (approximately 1/d). Microcoil NMR probes deliver a remarkable mass-based sensitivity increase (8- to 12-fold) when compared with commonly used 5-mm NMR probes. Although microcoil NMR probes are a well established analytical tool for small molecule liquid-state NMR spectroscopy, after spectroscopy only recently have microcoil NMR probes become available for biomolecular NMR spectroscopy. This chapter highlights differences between commercially available microcoil NMR probes suitable for biomolecular NMR spectroscopy. Furthermore, it provides practical guidance for the use of microcoil probes and shows direct applications for structural biology and structural genomics, such as optimal target screening and structure determination, among others.
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28
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Marsden RL, Lewis TA, Orengo CA. Towards a comprehensive structural coverage of completed genomes: a structural genomics viewpoint. BMC Bioinformatics 2007; 8:86. [PMID: 17349043 PMCID: PMC1829165 DOI: 10.1186/1471-2105-8-86] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2006] [Accepted: 03/09/2007] [Indexed: 11/25/2022] Open
Abstract
Background Structural genomics initiatives were established with the aim of solving protein structures on a large-scale. For many initiatives, such as the Protein Structure Initiative (PSI), the primary aim of target selection is focussed towards structurally characterising protein families which, so far, lack a structural representative. It is therefore of considerable interest to gain insights into the number and distribution of these families, and what efforts may be required to achieve a comprehensive structural coverage across all protein families. Results In this analysis we have derived a comprehensive domain annotation of the genomes using CATH, Pfam-A and Newfam domain families. We consider what proportions of structurally uncharacterised families are accessible to high-throughput structural genomics pipelines, specifically those targeting families containing multiple prokaryotic orthologues. In measuring the domain coverage of the genomes, we show the benefits of selecting targets from both structurally uncharacterised domain families, whilst in addition, pursuing additional targets from large structurally characterised protein superfamilies. Conclusion This work suggests that such a combined approach to target selection is essential if structural genomics is to achieve a comprehensive structural coverage of the genomes, leading to greater insights into structure and the mechanisms that underlie protein evolution.
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Affiliation(s)
- Russell L Marsden
- Department of Biochemistry and Molecular Biology, University College London, Gower Street, London WC1E 6BT, UK
| | - Tony A Lewis
- Department of Biochemistry and Molecular Biology, University College London, Gower Street, London WC1E 6BT, UK
| | - Christine A Orengo
- Department of Biochemistry and Molecular Biology, University College London, Gower Street, London WC1E 6BT, UK
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29
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Brodsky O, Cronin CN. Economical parallel protein expression screening and scale-up in Escherichia coli. ACTA ACUST UNITED AC 2006; 7:101-8. [PMID: 17187226 DOI: 10.1007/s10969-006-9013-0] [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] [Received: 06/28/2006] [Accepted: 10/16/2006] [Indexed: 10/23/2022]
Abstract
A novel microfermentation and scale-up platform for parallel protein production in Escherichia coli is described. The vertical shaker device Vertiga, which generates low-volume high density (A(600) approximately 20) Escherichia coli cultures in 96-position deep-well plates without auxiliary oxygen supplementation, has been coupled to a new disposable shake flask design, the Ultra Yield flask, that allows for equally high cell culture densities to be obtained. The Ultra Yield flask, which accommodates up to 1 l in culture volume, has a baffled base and a more vertical wall construction compared to traditional shake flask designs. Experimental data is presented demonstrating that the Ultra Yield flask generates, on average, an equivalent amount of recombinant protein per unit cell culture density as do traditional shake flask designs but at a substantially greater amount per unit volume. The combination of Vertiga and the Ultra Yield flask provides a convenient and scalable low-cost solution to parallel protein production in Escherichia coli.
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Affiliation(s)
- Oleg Brodsky
- Department of Structural Biology, Pfizer Global Research and Development, 10628 Science Center Drive, La Jolla, CA 92121, USA
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30
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Cornvik T, Dahlroth SL, Magnusdottir A, Flodin S, Engvall B, Lieu V, Ekberg M, Nordlund P. An efficient and generic strategy for producing soluble human proteins and domains in E. coli by screening construct libraries. Proteins 2006; 65:266-73. [PMID: 16948159 DOI: 10.1002/prot.21090] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The implementation of generic and efficient technologies for the production of recombinant eukaryotic proteins remains an outstanding challenge in structural genomics programs. We have recently developed a new method for rapid identification of soluble protein expression in E. coli, the colony filtration blot (CoFi blot). In this study, the CoFi blot was used to screen libraries where the N-terminal translation start point was randomized. To investigate the efficiency of this strategy, we have attributed a large number of proteins to this process. In a set of 32 mammalian proteins, we were able to double the success rate (from 34 to 68%) of producing soluble and readily purifiable proteins in E. coli. Most of the selected constructs had their N-termini close to predicted domain borders and the method therefore provides a mean for experimental "domain foot printing." Surprisingly, for most of the targets, we also observed expressing constructs that were close to full-length. In summary this strategy constitutes a generic and efficient method for producing mammalian proteins for structural and functional studies.
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Affiliation(s)
- Tobias Cornvik
- Department of Biochemistry and Biophysics, Stockholm University, S-106 91 Stockholm, Sweden
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31
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Vedadi M, Lew J, Artz J, Amani M, Zhao Y, Dong A, Wasney GA, Gao M, Hills T, Brokx S, Qiu W, Sharma S, Diassiti A, Alam Z, Melone M, Mulichak A, Wernimont A, Bray J, Loppnau P, Plotnikova O, Newberry K, Sundararajan E, Houston S, Walker J, Tempel W, Bochkarev A, Kozieradzki I, Edwards A, Arrowsmith C, Roos D, Kain K, Hui R. Genome-scale protein expression and structural biology of Plasmodium falciparum and related Apicomplexan organisms. Mol Biochem Parasitol 2006; 151:100-10. [PMID: 17125854 DOI: 10.1016/j.molbiopara.2006.10.011] [Citation(s) in RCA: 185] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2006] [Revised: 10/19/2006] [Accepted: 10/20/2006] [Indexed: 12/01/2022]
Abstract
Parasites from the protozoan phylum Apicomplexa are responsible for diseases, such as malaria, toxoplasmosis and cryptosporidiosis, all of which have significantly higher rates of mortality and morbidity in economically underdeveloped regions of the world. Advances in vaccine development and drug discovery are urgently needed to control these diseases and can be facilitated by production of purified recombinant proteins from Apicomplexan genomes and determination of their 3D structures. To date, both heterologous expression and crystallization of Apicomplexan proteins have seen only limited success. In an effort to explore the effectiveness of producing and crystallizing proteins on a genome-scale using a standardized methodology, over 400 distinct Plasmodium falciparum target genes were chosen representing different cellular classes, along with select orthologues from four other Plasmodium species as well as Cryptosporidium parvum and Toxoplasma gondii. From a total of 1008 genes from the seven genomes, 304 (30.2%) produced purified soluble proteins and 97 (9.6%) crystallized, culminating in 36 crystal structures. These results demonstrate that, contrary to previous findings, a standardized platform using Escherichia coli can be effective for genome-scale production and crystallography of Apicomplexan proteins. Predictably, orthologous proteins from different Apicomplexan genomes behaved differently in expression, purification and crystallization, although the overall success rates of Plasmodium orthologues do not differ significantly. Their differences were effectively exploited to elevate the overall productivity to levels comparable to the most successful ongoing structural genomics projects: 229 of the 468 target genes produced purified soluble protein from one or more organisms, with 80 and 32 of the purified targets, respectively, leading to crystals and ultimately structures from one or more orthologues.
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Affiliation(s)
- Masoud Vedadi
- Structural Genomics Consortium, U. of Toronto, 100 College St. Rm 522B, Toronto, Ont., Canada M5G 1L5
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32
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Banatao DR, Cascio D, Crowley CS, Fleissner MR, Tienson HL, Yeates TO. An approach to crystallizing proteins by synthetic symmetrization. Proc Natl Acad Sci U S A 2006; 103:16230-5. [PMID: 17050682 PMCID: PMC1637565 DOI: 10.1073/pnas.0607674103] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Previous studies of symmetry preferences in protein crystals suggest that symmetric proteins, such as homodimers, might crystallize more readily on average than asymmetric, monomeric proteins. Proteins that are naturally monomeric can be made homodimeric artificially by forming disulfide bonds between individual cysteine residues introduced by mutagenesis. Furthermore, by creating a variety of single-cysteine mutants, a series of distinct synthetic dimers can be generated for a given protein of interest, with each expected to gain advantage from its added symmetry and to exhibit a crystallization behavior distinct from the other constructs. This strategy was tested on phage T4 lysozyme, a protein whose crystallization as a monomer has been studied exhaustively. Experiments on three single-cysteine mutants, each prepared in dimeric form, yielded numerous novel crystal forms that cannot be realized by monomeric lysozyme. Six new crystal forms have been characterized. The results suggest that synthetic symmetrization may be a useful approach for enlarging the search space for crystallizing proteins.
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Affiliation(s)
- D. Rey Banatao
- *California Nanosystems Institute, University of California, Boyer Hall 259, P.O. Box 951570, Los Angeles, CA 90095-1570
- UCLA–DOE Institute for Genomics and Proteomics, P.O. Box 951570, Los Angeles, CA 90095-1570
| | - Duilio Cascio
- UCLA–DOE Institute for Genomics and Proteomics, P.O. Box 951570, Los Angeles, CA 90095-1570
| | - Christopher S. Crowley
- Molecular Biology Institute, University of California, P.O. Box 951570, Los Angeles, CA 90095-1570; and
| | - Mark R. Fleissner
- Department of Chemistry and Biochemistry, University of California, P.O. Box 951569, Los Angeles, CA 90095-1569
| | - Heather L. Tienson
- Department of Chemistry and Biochemistry, University of California, P.O. Box 951569, Los Angeles, CA 90095-1569
| | - Todd O. Yeates
- *California Nanosystems Institute, University of California, Boyer Hall 259, P.O. Box 951570, Los Angeles, CA 90095-1570
- UCLA–DOE Institute for Genomics and Proteomics, P.O. Box 951570, Los Angeles, CA 90095-1570
- Molecular Biology Institute, University of California, P.O. Box 951570, Los Angeles, CA 90095-1570; and
- Department of Chemistry and Biochemistry, University of California, P.O. Box 951569, Los Angeles, CA 90095-1569
- To whom correspondence should be addressed at:
Department of Chemistry and Biochemistry, University of California, 611 Charles Young Drive East, Los Angeles, CA 90095-1569. E-mail:
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