1
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Cumming A, Khananisho D, Balka M, Liljestrand N, Daley DO. Biosensor that Detects Stress Caused by Periplasmic Proteins. ACS Synth Biol 2024; 13:1477-1491. [PMID: 38676700 PMCID: PMC11106774 DOI: 10.1021/acssynbio.3c00720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 03/19/2024] [Accepted: 04/11/2024] [Indexed: 04/29/2024]
Abstract
Escherichia coli is often used as a factory to produce recombinant proteins. In many cases, the recombinant protein needs disulfide bonds to fold and function correctly. These proteins are genetically fused to a signal peptide so that they are secreted to the oxidizing environment of the periplasm (where the enzymes required for disulfide bond formation exist). Currently, it is difficult to determine in vivo whether a recombinant protein is efficiently secreted from the cytoplasm and folded in the periplasm or if there is a bottleneck in one of these steps because cellular capacity has been exceeded. To address this problem, we have developed a biosensor that detects cellular stress caused by (1) inefficient secretion of proteins from the cytoplasm and (2) aggregation of proteins in the periplasm. We demonstrate how the fluorescence fingerprint obtained from the biosensor can be used to identify induction conditions that do not exceed the capacity of the cell and therefore do not cause cellular stress. These induction conditions result in more effective biomass and in some cases higher titers of soluble recombinant proteins.
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Affiliation(s)
- Alister
J. Cumming
- Department of Biochemistry and Biophysics, Stockholm University, Stockholm SE-19468, Sweden
| | - Diana Khananisho
- Department of Biochemistry and Biophysics, Stockholm University, Stockholm SE-19468, Sweden
| | - Mateusz Balka
- Department of Biochemistry and Biophysics, Stockholm University, Stockholm SE-19468, Sweden
| | - Nicklas Liljestrand
- Department of Biochemistry and Biophysics, Stockholm University, Stockholm SE-19468, Sweden
| | - Daniel O. Daley
- Department of Biochemistry and Biophysics, Stockholm University, Stockholm SE-19468, Sweden
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2
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Frosi Y, Lin YC, Shimin J, Ramlan SR, Hew K, Engman AH, Pillai A, Yeung K, Cheng YX, Cornvik T, Nordlund P, Goh M, Lama D, Gates ZP, Verma CS, Thean D, Lane DP, Asial I, Brown CJ. Engineering an autonomous VH domain to modulate intracellular pathways and to interrogate the eIF4F complex. Nat Commun 2022; 13:4854. [PMID: 35982046 PMCID: PMC9388512 DOI: 10.1038/s41467-022-32463-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/02/2022] [Indexed: 11/12/2022] Open
Abstract
An attractive approach to target intracellular macromolecular interfaces and to model putative drug interactions is to design small high-affinity proteins. Variable domains of the immunoglobulin heavy chain (VH domains) are ideal miniproteins, but their development has been restricted by poor intracellular stability and expression. Here we show that an autonomous and disufhide-free VH domain is suitable for intracellular studies and use it to construct a high-diversity phage display library. Using this library and affinity maturation techniques we identify VH domains with picomolar affinity against eIF4E, a protein commonly hyper-activated in cancer. We demonstrate that these molecules interact with eIF4E at the eIF4G binding site via a distinct structural pose. Intracellular overexpression of these miniproteins reduce cellular proliferation and expression of malignancy-related proteins in cancer cell lines. The linkage of high-diversity in vitro libraries with an intracellularly expressible miniprotein scaffold will facilitate the discovery of VH domains suitable for intracellular applications.
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Affiliation(s)
- Yuri Frosi
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
- Disease Intervention Technology Laboratory (DITL), Institute of Molecular and Cell Biology, A*STAR, Singapore, 138673, Singapore
| | - Yen-Chu Lin
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
- Insilico Medicine Taiwan Ltd., Taipei City, 110208, Taiwan
- Department of Pharmacy, National Yang Ming Chiao Tung University, Taipei City, 112304, Taiwan
| | - Jiang Shimin
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
- Disease Intervention Technology Laboratory (DITL), Institute of Molecular and Cell Biology, A*STAR, Singapore, 138673, Singapore
| | - Siti Radhiah Ramlan
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
- Disease Intervention Technology Laboratory (DITL), Institute of Molecular and Cell Biology, A*STAR, Singapore, 138673, Singapore
| | - Kelly Hew
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
| | - Alf Henrik Engman
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
| | - Anil Pillai
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
| | - Kit Yeung
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
| | - Yue Xiang Cheng
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
| | - Tobias Cornvik
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
| | - Par Nordlund
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, 17177, Sweden
| | - Megan Goh
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
| | - Dilraj Lama
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Biomedicum Quarter 7B-C Solnavägen 9, 17165, Solna, Sweden
| | - Zachary P Gates
- Disease Intervention Technology Laboratory (DITL), Institute of Molecular and Cell Biology, A*STAR, Singapore, 138673, Singapore
- Institute of Sustainability for Chemicals, Energy and Environment (ISCE2), A*STAR, 8 A Biomedical Grove, #07-01 Neuros Building, 138665, Singapore, Singapore
| | - Chandra S Verma
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore
- Bioinformatics Institute (A*STAR), 30 Biopolis Street, #07-01 Matrix, 138671, Singapore, Singapore
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, 117543, Singapore, Singapore
| | - Dawn Thean
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
| | - David P Lane
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore
| | - Ignacio Asial
- DotBio Pte. Ltd., 1 Research Link, Singapore, 117604, Singapore.
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, 637551, Singapore, Singapore.
| | - Christopher J Brown
- p53 Laboratory (A*STAR), 8A Biomedical Grove, #06-04/05, Neuros/Immunos, 138648, Singapore.
- Disease Intervention Technology Laboratory (DITL), Institute of Molecular and Cell Biology, A*STAR, Singapore, 138673, Singapore.
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3
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Ortega C, Oppezzo P, Correa A. Overcoming the Solubility Problem in E. coli: Available Approaches for Recombinant Protein Production. Methods Mol Biol 2022; 2406:35-64. [PMID: 35089549 DOI: 10.1007/978-1-0716-1859-2_2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Despite the importance of recombinant protein production in the academy and industrial fields, many issues concerning the expression of soluble and homogeneous products are still unsolved. Several strategies were developed to overcome these obstacles; however, at present, there is no magic bullet that can be applied for all cases. Indeed, several key expression parameters need to be evaluated for each protein. Among the different hosts for protein expression, Escherichia coli is by far the most widely used. In this chapter, we review many of the different tools employed to circumvent protein insolubility problems.
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Affiliation(s)
- Claudia Ortega
- Recombinant Protein Unit, Institut Pasteur de Montevideo, Montevideo, Uruguay
| | - Pablo Oppezzo
- Recombinant Protein Unit, Institut Pasteur de Montevideo, Montevideo, Uruguay
| | - Agustín Correa
- Recombinant Protein Unit, Institut Pasteur de Montevideo, Montevideo, Uruguay.
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4
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Boone M, Ramasamy P, Zuallaert J, Bouwmeester R, Van Moer B, Maddelein D, Turan D, Hulstaert N, Eeckhaut H, Vandermarliere E, Martens L, Degroeve S, De Neve W, Vranken W, Callewaert N. Massively parallel interrogation of protein fragment secretability using SECRiFY reveals features influencing secretory system transit. Nat Commun 2021; 12:6414. [PMID: 34741024 PMCID: PMC8571348 DOI: 10.1038/s41467-021-26720-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 10/15/2021] [Indexed: 11/09/2022] Open
Abstract
While transcriptome- and proteome-wide technologies to assess processes in protein biogenesis are now widely available, we still lack global approaches to assay post-ribosomal biogenesis events, in particular those occurring in the eukaryotic secretory system. We here develop a method, SECRiFY, to simultaneously assess the secretability of >105 protein fragments by two yeast species, S. cerevisiae and P. pastoris, using custom fragment libraries, surface display and a sequencing-based readout. Screening human proteome fragments with a median size of 50-100 amino acids, we generate datasets that enable datamining into protein features underlying secretability, revealing a striking role for intrinsic disorder and chain flexibility. The SECRiFY methodology generates sufficient amounts of annotated data for advanced machine learning methods to deduce secretability patterns. The finding that secretability is indeed a learnable feature of protein sequences provides a solid base for application-focused studies.
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Affiliation(s)
- Morgane Boone
- Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium. .,Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium. .,Department of Biochemistry and Biophysics, UCSF, San Francisco, CA, USA.
| | - Pathmanaban Ramasamy
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium ,grid.8767.e0000 0001 2290 8069Structural Biology Brussels, VUB, Brussels, Belgium ,grid.11486.3a0000000104788040Structural Biology Research Center, VIB, Brussels, Belgium ,Interuniversity Institute of Bioinformatics in Brussels (IB)2, ULB-VUB, Brussels, Belgium
| | - Jasper Zuallaert
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium ,grid.510328.dCenter for Biotech Data Science, Ghent University Global Campus, Songdo, Incheon, South Korea ,grid.5342.00000 0001 2069 7798IDLab, ELIS, UGent, Ghent, Belgium
| | - Robbin Bouwmeester
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Berre Van Moer
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium
| | - Davy Maddelein
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Demet Turan
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Niels Hulstaert
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Hannah Eeckhaut
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium
| | - Elien Vandermarliere
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Lennart Martens
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Sven Degroeve
- grid.11486.3a0000000104788040Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium ,grid.5342.00000 0001 2069 7798Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Wesley De Neve
- grid.510328.dCenter for Biotech Data Science, Ghent University Global Campus, Songdo, Incheon, South Korea ,grid.5342.00000 0001 2069 7798IDLab, ELIS, UGent, Ghent, Belgium
| | - Wim Vranken
- grid.8767.e0000 0001 2290 8069Structural Biology Brussels, VUB, Brussels, Belgium ,grid.11486.3a0000000104788040Structural Biology Research Center, VIB, Brussels, Belgium ,Interuniversity Institute of Bioinformatics in Brussels (IB)2, ULB-VUB, Brussels, Belgium
| | - Nico Callewaert
- Center for Medical Biotechnology, VIB, Zwijnaarde, Belgium. .,Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium.
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5
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Abstract
In Chapter 3 , we described the Structural Genomics Consortium (SGC) process for generating multiple constructs of truncated versions of each protein using LIC. In this chapter we provide a step-by-step procedure of our E. coli system for test expressing intracellular (soluble) proteins in a 96-well format that enables us to identify which proteins or truncated versions are expressed in a soluble and stable form suitable for structural studies. In addition, we detail the process for scaling up cultures for large-scale protein purification. This level of production is required to obtain sufficient quantities (i.e., milligram amounts) of protein for further characterization and/or structural studies (e.g., crystallization or cryo-EM experiments). Our standard process is purification by immobilized metal affinity chromatography (IMAC) using nickel resin followed by size exclusion chromatography (SEC), with additional procedures arising from the complexity of the protein itself.
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6
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A rapid solubility assay of protein domain misfolding for pathogenicity assessment of rare DNA sequence variants. Genet Med 2020; 22:1642-1652. [PMID: 32475984 PMCID: PMC7529867 DOI: 10.1038/s41436-020-0842-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/11/2020] [Accepted: 05/12/2020] [Indexed: 02/08/2023] Open
Abstract
PURPOSE DNA sequencing technology has unmasked a vast number of uncharacterized single-nucleotide variants in disease-associated genes, and efficient methods are needed to determine pathogenicity and enable clinical care. METHODS We report an E. coli-based solubility assay for assessing the effects of variants on protein domain stability for three disease-associated proteins. RESULTS First, we examined variants in the Kv11.1 channel PAS domain (PASD) associated with inherited long QT syndrome type 2 and found that protein solubility correlated well with reported in vitro protein stabilities. A comprehensive solubility analysis of 56 Kv11.1 PASD variants revealed that disruption of membrane trafficking, the dominant loss-of-function disease mechanism, is largely determined by domain stability. We further validated this assay by using it to identify second-site suppressor PASD variants that improve domain stability and Kv11.1 protein trafficking. Finally, we applied this assay to several cancer-linked P53 tumor suppressor DNA-binding domain and myopathy-linked Lamin A/C Ig-like domain variants, which also correlated well with reported protein stabilities and functional analyses. CONCLUSION This simple solubility assay can aid in determining the likelihood of pathogenicity for sequence variants due to protein misfolding in structured domains of disease-associated genes as well as provide insights into the structural basis of disease.
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7
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Ren C, Wen X, Mencius J, Quan S. Selection and screening strategies in directed evolution to improve protein stability. BIORESOUR BIOPROCESS 2019. [DOI: 10.1186/s40643-019-0288-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
AbstractProtein stability is not only fundamental for experimental, industrial, and therapeutic applications, but is also the baseline for evolving novel protein functions. For decades, stability engineering armed with directed evolution has continued its rapid development and inevitably poses challenges. Generally, in directed evolution, establishing a reliable link between a genotype and any interpretable phenotype is more challenging than diversifying genetic libraries. Consequently, we set forth in a small picture to emphasize the screening or selection techniques in protein stability-directed evolution to secure the link. For a more systematic review, two main branches of these techniques, namely cellular or cell-free display and stability biosensors, are expounded with informative examples.
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8
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Hot CoFi Blot: A High-Throughput Colony-Based Screen for Identifying More Thermally Stable Protein Variants. Methods Mol Biol 2019. [PMID: 31267459 DOI: 10.1007/978-1-4939-9624-7_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Highly soluble and stable proteins are desirable for many different applications, from basic science to reaching a cancer patient in the form of a biological drug. For X-ray crystallography-where production of a protein crystal might take weeks and even months-a stable protein sample of high purity and concentration can greatly increase the chances of producing a well-diffracting crystal. For a patient receiving a specific protein drug, its safety, efficacy, and even cost are factors affected by its solubility and stability. Increased protein expression and protein stability can be achieved by randomly altering the coding sequence. As the number of mutants generated might be overwhelming, a powerful protein expression and stability screen is required. In this chapter, we describe a colony filtration technology, which allows us to screen random mutagenesis libraries for increased thermal stability-the Hot CoFi blot. We share how to create the random mutagenesis library, how to perform the Hot CoFi blot, and how to identify more thermally stable clones. We use the Tobacco Etch Virus protease as a target to exemplify the procedure.
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9
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Bakkeren E, Dolowschiak T, R J Diard M. Detection of Mutations Affecting Heterogeneously Expressed Phenotypes by Colony Immunoblot and Dedicated Semi-Automated Image Analysis Pipeline. Front Microbiol 2017; 8:2044. [PMID: 29104568 PMCID: PMC5655795 DOI: 10.3389/fmicb.2017.02044] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 10/06/2017] [Indexed: 11/28/2022] Open
Abstract
To understand how bacteria evolve and adapt to their environment, it can be relevant to monitor phenotypic changes that occur in a population. Single cell level analyses and sorting of mutant cells according to a particular phenotypic readout can constitute efficient strategies. However, when the phenotype of interest is expressed heterogeneously in ancestral isogenic populations of cells, single cell level sorting approaches are not optimal. Phenotypic heterogeneity can for instance make no-expression mutant cells indistinguishable from a subpopulation of wild-type cells transiently not expressing the phenotype. The analysis of clonal populations (e.g., isolated colonies), in which the average phenotype is measured, can circumvent this issue. Indeed, no-expression mutants form negative populations while wild-type clones form populations in which average expression of the phenotype yields a positive signal. We present here an optimized colony immunoblot protocol and a semi-automated image analysis pipeline (ImageJ macro) allowing for rapid detection of clones harboring mutations that affect the heterogeneous (i.e., bimodal) expression of the Type Three Secretion System-1 (TTSS-1) in Salmonella enterica serovar Typhimurium. We show that this protocol can efficiently differentiate clones expressing TTSS-1 at various levels in mixed populations. We were able to detect the emergence of hilC mutants in which the proportion of cells expressing TTSS-1 was reduced compared to the ancestor. We could also follow changes in the frequency of different mutants during long-term infections. This demonstrates that our protocol constitutes a tractable approach to assess semi-quantitatively the evolutionary dynamics of heterogeneous phenotypes, such as the expression of virulence genes, in bacterial populations.
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Affiliation(s)
- Erik Bakkeren
- Department of Biology, Institute of Microbiology, ETH Zürich, Zürich, Switzerland
| | - Tamas Dolowschiak
- Department of Biology, Institute of Microbiology, ETH Zürich, Zürich, Switzerland.,Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Médéric R J Diard
- Department of Biology, Institute of Microbiology, ETH Zürich, Zürich, Switzerland
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10
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Si T, Li B, Comi TJ, Wu Y, Hu P, Wu Y, Min Y, Mitchell DA, Zhao H, Sweedler JV. Profiling of Microbial Colonies for High-Throughput Engineering of Multistep Enzymatic Reactions via Optically Guided Matrix-Assisted Laser Desorption/Ionization Mass Spectrometry. J Am Chem Soc 2017; 139:12466-12473. [PMID: 28792758 PMCID: PMC5600186 DOI: 10.1021/jacs.7b04641] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight (MALDI-ToF) mass spectrometry (MS) imaging has been used for rapid phenotyping of enzymatic activities, but is mainly limited to single-step conversions. Herein we report a label-free method for high-throughput engineering of multistep biochemical reactions based on optically guided MALDI-ToF MS analysis of bacterial colonies. The bacterial cells provide containment of multiple enzymes and access to substrates and cofactors via metabolism. Automated MALDI-ToF MS acquisition from randomly distributed colonies simplifies procedures to prepare strain libraries without liquid handling. MALDI-ToF MS profiling was utilized to screen both substrate and enzyme libraries for natural product biosynthesis. Computational algorithms were developed to process and visualize the resulting mass spectral data sets. For analogues of the peptidic antibiotic plantazolicin, multivariate analyses by t-distributed stochastic neighbor embedding were used to group similar spectra for rapid identification of nonisobaric variants. After MALDI-ToF MS screening, follow-up analyses using high-resolution MS and tandem MS were readily performed on the same sample target. Separately, relative ion intensities of rhamnolipid congeners with various lipid moieties were evaluated to engineer enzymatic specificity. The glycolipid profiles of each colony were overlaid with optical images to facilitate the recovery of desirable mutants. For both the antibiotic and rhamnolipid cases, large populations of colonies were rapidly surveyed at the molecular level, providing information-rich insights not easily obtained with traditional screening assays. Utilizing standard microbiological techniques with routine microscopy and MALDI-ToF MS instruments, this simple yet effective workflow is applicable for a wide range of screening campaigns targeting multistep enzymatic reactions.
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Affiliation(s)
| | - Bin Li
- State Key Laboratory of Natural Medicines, China Pharmaceutical University , Nanjing 210009, China
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11
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Kim J, Kagawa A, Kurasaki K, Ataie N, Cho IK, Li QX, Ng HL. Large-scale identification of membrane proteins with properties favorable for crystallization. Protein Sci 2015; 24:1756-63. [PMID: 26257393 DOI: 10.1002/pro.2766] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 08/04/2015] [Indexed: 12/27/2022]
Abstract
Membrane protein crystallography is notoriously difficult due to challenges in protein expression and issues of degradation and structural stability. We have developed a novel method for large-scale screening of native sources for integral membrane proteins that have intrinsic biochemical properties favorable for crystallization. Highly expressed membrane proteins that are thermally stable and nonaggregating in detergent solutions were identified by mass spectrometry from Escherichia coli, Saccharomyces cerevisiae, and Sus scrofa cerebrum. Many of the membrane proteins identified had been crystallized previously, supporting the promise of the approach. Most identified proteins have known functions and include high-value targets such as transporters and ATPases. To validate the method, we recombinantly expressed and purified the yeast protein, Yop1, which is responsible for endoplasmic reticulum curvature. We demonstrate that Yop1 can be purified with the detergent dodecylmaltoside without aggregating.
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Affiliation(s)
- Jared Kim
- Department of Chemistry, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
| | - Allison Kagawa
- Department of Chemistry, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
| | - Kellie Kurasaki
- Department of Chemistry, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
| | - Niloufar Ataie
- Department of Chemistry, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
| | - Il Kyu Cho
- Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
| | - Qing X Li
- Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
| | - Ho Leung Ng
- Department of Chemistry, University of Hawaii at Manoa, Honolulu, Hawaii, 96822.,University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, Hawaii, 96822
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12
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Overcoming the solubility problem in E. coli: available approaches for recombinant protein production. Methods Mol Biol 2015; 1258:27-44. [PMID: 25447857 DOI: 10.1007/978-1-4939-2205-5_2] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Despite the importance of recombinant protein production in academy and industrial fields, many issues concerning the expression of soluble and homogeneous product are still unsolved. Although several strategies were developed to overcome these obstacles, at present there is no magic bullet that can be applied for all cases. Indeed, several key expression parameters need to be evaluated for each protein. Among the different hosts for protein expression, Escherichia coli is by far the most widely used. In this chapter, we review many of the different tools employed to circumvent protein insolubility problems.
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13
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Poust S, Hagen A, Katz L, Keasling JD. Narrowing the gap between the promise and reality of polyketide synthases as a synthetic biology platform. Curr Opin Biotechnol 2014; 30:32-9. [DOI: 10.1016/j.copbio.2014.04.011] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Revised: 04/09/2014] [Accepted: 04/11/2014] [Indexed: 11/27/2022]
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14
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Bulloch EM, Kingston RL. Identifying protein domains by global analysis of soluble fragment data. Anal Biochem 2014; 465:53-62. [DOI: 10.1016/j.ab.2014.06.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Revised: 06/17/2014] [Accepted: 06/25/2014] [Indexed: 01/11/2023]
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15
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Burgess-Brown NA, Mahajan P, Strain-Damerell C, Gileadi O, Gräslund S. Medium-throughput production of recombinant human proteins: protein production in E. coli. Methods Mol Biol 2014; 1091:73-94. [PMID: 24203325 DOI: 10.1007/978-1-62703-691-7_5] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
In Chapter 4 we described the SGC process for generating multiple constructs of truncated versions of each protein using LIC. In this chapter we provide a step-by-step procedure of our E. coli system for test expressing intracellular (soluble) proteins in a 96-well format that enables us to identify which proteins or truncated versions are expressed in a soluble and stable form suitable for structural studies. In addition, we detail the process for scaling up cultures for large-scale protein purification. This level of production is required to obtain sufficient quantities (i.e., milligram amounts) of protein for further characterization and/or crystallization experiments. Our standard process is purification by immobilized metal affinity chromatography (IMAC) using nickel resin followed by size exclusion chromatography (SEC), with additional procedures arising from the complexity of the protein itself.
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16
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Engineering protein thermostability using a generic activity-independent biophysical screen inside the cell. Nat Commun 2013; 4:2901. [DOI: 10.1038/ncomms3901] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Accepted: 11/08/2013] [Indexed: 11/08/2022] Open
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17
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Bignon C, Li C, Lichière J, Canard B, Coutard B. Improving the soluble expression of recombinant proteins by randomly shuffling 5' and 3' coding-sequence ends. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2013; 69:2580-2. [PMID: 24311598 DOI: 10.1107/s0907444913018751] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Accepted: 07/05/2013] [Indexed: 11/10/2022]
Abstract
Many structural genomics (SG) programmes rely on the design of soluble protein domains. The production and screening of large libraries to experimentally select these soluble protein-encoding constructs are limited by the technologies and efforts that can be devoted to a single target. Using basic technologies available in any laboratory, a method named `boundary shuffling' was devised to generate orientated libraries for soluble domain selection without impeding the target flow.
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Affiliation(s)
- Christophe Bignon
- Aix-Marseille Université, CNRS, AFMB UMR 7257, 13288 Marseille, France
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18
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Bacterial-based membrane protein production. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2013; 1843:1739-49. [PMID: 24200679 DOI: 10.1016/j.bbamcr.2013.10.023] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Revised: 10/20/2013] [Accepted: 10/29/2013] [Indexed: 01/08/2023]
Abstract
Escherichia coli is by far the most widely used bacterial host for the production of membrane proteins. Usually, different strains, culture conditions and production regimes are screened for to design the optimal production process. However, these E. coli-based screening approaches often do not result in satisfactory membrane protein production yields. Recently, it has been shown that (i) E. coli strains with strongly improved membrane protein production characteristics can be engineered or selected for, (ii) many membrane proteins can be efficiently produced in E. coli-based cell-free systems, (iii) bacteria other than E. coli can be used for the efficient production of membrane proteins, and, (iv) membrane protein variants that retain functionality but are produced at higher yields than the wild-type protein can be engineered or selected for. This article is part of a Special Issue entitled: Protein trafficking and secretion in bacteria. Guest Editors: Anastassios Economou and Ross Dalbey.
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19
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Hart DJ, Waldo GS. Library methods for structural biology of challenging proteins and their complexes. Curr Opin Struct Biol 2013; 23:403-8. [PMID: 23602357 DOI: 10.1016/j.sbi.2013.03.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Revised: 03/18/2013] [Accepted: 03/19/2013] [Indexed: 02/08/2023]
Abstract
Genetic engineering of constructs to improve solubility or stability is a common approach, but it is often unclear how to obtain improvements. When the domain composition of a target is poorly understood, or if there are insufficient structure data to guide sited directed mutagenesis, long iterative phases of subcloning or mutation and expression often prove unsuccessful despite much effort. Random library approaches can offer a solution to this problem and involve construction of large libraries of construct variants that are analysed via screens or selections for the desired phenotype. Huge improvements in construct behaviour can be achieved rapidly with no requirement for prior knowledge of the target. Here we review the development of these experimental strategies and recent successes.
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Affiliation(s)
- Darren J Hart
- EMBL Grenoble Outstation and Unit of Virus Host-Cell Interactions, UMI3265 UJF-EMBL-CNRS, Grenoble, France.
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20
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Brooks CL, Morrison M, Joanne Lemieux M. Rapid expression screening of eukaryotic membrane proteins in Pichia pastoris. Protein Sci 2013; 22:425-33. [PMID: 23339074 DOI: 10.1002/pro.2223] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Accepted: 01/15/2013] [Indexed: 01/21/2023]
Abstract
The overexpression of milligram quantities of protein remains a key bottleneck in membrane protein structural biology. A challenge of particular difficulty has been the overproduction of eukaryotic membrane proteins. In order to cope with the frequently poor expression levels associated with these challenging proteins, it is often necessary to screen a large number of homologues to find a well expressing clone. To facilitate this process using the heterologous, eukaryotic expression host Pichia pastoris, we have developed a simple fluorescent induction plate-screening assay that allows for the rapid detection of well expressing clones of eukaryotic membrane proteins that have been fused to GFP. Using a eukaryotic membrane protein known to express well in P. pastoris (human aquaporin 4) and homologues of the ER associated membrane protein phosphatidylethanolamine N-methyltransferase (PEMT), we demonstrate that when a large number of clones are screened, a small number of highly expressing "jackpot" clones can be isolated. A jackpot PEMT clone resulted in 5 mg/L yield after purification. The method allows for the facile simultaneous screening of hundreds of clones providing an alternate to in-culture screening and will greatly accelerate the search for overexpressing eukaryotic membrane proteins.
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Affiliation(s)
- Cory L Brooks
- Faculty of Medicine and Dentistry, Membrane Protein Disease Research Group, Department of Biochemistry, University of Alberta, Edmonton, Alberta, Canada T6G 2H7
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21
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Bocanegra R, Rodríguez-Huete A, Fuertes MÁ, del Álamo M, Mateu MG. Molecular recognition in the human immunodeficiency virus capsid and antiviral design. Virus Res 2012; 169:388-410. [DOI: 10.1016/j.virusres.2012.06.016] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2012] [Revised: 06/11/2012] [Accepted: 06/12/2012] [Indexed: 01/07/2023]
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Abstract
Molecular chaperones assist de novo protein folding and facilitate the refolding of stress-denatured proteins. The molecular chaperone concept was coined nearly 35 years ago, and since then, tremendous strides have been made in understanding how these factors support protein folding. Here, we focus on how various chaperone proteins were first identified to play roles in protein folding. Examples are used to illustrate traditional routes of chaperone discovery and point out their advantages and limitations. Recent advances, including the development of folding biosensors and promising methods for the stabilization of proteins in vivo, provide new routes for chaperone discovery.
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Affiliation(s)
- Shu Quan
- Department of Molecular, Cellular, and Developmental Biology, Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI, USA.
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23
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Engineering human MEK-1 for structural studies: A case study of combinatorial domain hunting. J Struct Biol 2012; 177:329-34. [PMID: 22245778 DOI: 10.1016/j.jsb.2012.01.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2011] [Revised: 01/01/2012] [Accepted: 01/02/2012] [Indexed: 11/22/2022]
Abstract
Structural biology studies typically require large quantities of pure, soluble protein. Currently the most widely-used method for obtaining such protein involves the use of bioinformatics and experimental methods to design constructs of the target, which are cloned and expressed. Recently an alternative approach has emerged, which involves random fragmentation of the gene of interest and screening for well-expressing fragments. Here we describe the application of one such fragmentation method, combinatorial domain hunting (CDH), to a target which historically was difficult to express, human MEK-1. We show how CDH was used to identify a fragment which covers the kinase domain of MEK-1 and which expresses and crystallizes significantly better than designed expression constructs, and we report the crystal structure of this fragment which explains some of its superior properties. Gene fragmentation methods, such as CDH, thus hold great promise for tackling difficult-to-express target proteins.
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24
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25
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Tomter AB, Zoppellaro G, Schmitzberger F, Andersen NH, Barra AL, Engman H, Nordlund P, Andersson KK. HF-EPR, Raman, UV/VIS light spectroscopic, and DFT studies of the ribonucleotide reductase R2 tyrosyl radical from Epstein-Barr virus. PLoS One 2011; 6:e25022. [PMID: 21980375 PMCID: PMC3181257 DOI: 10.1371/journal.pone.0025022] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Accepted: 08/22/2011] [Indexed: 11/19/2022] Open
Abstract
Epstein-Barr virus (EBV) belongs to the gamma subfamily of herpes viruses, among the most common pathogenic viruses in humans worldwide. The viral ribonucleotide reductase small subunit (RNR R2) is involved in the biosynthesis of nucleotides, the DNA precursors necessary for viral replication, and is an important drug target for EBV. RNR R2 generates a stable tyrosyl radical required for enzymatic turnover. Here, the electronic and magnetic properties of the tyrosyl radical in EBV R2 have been determined by X-band and high-field/high-frequency electron paramagnetic resonance (EPR) spectroscopy recorded at cryogenic temperatures. The radical exhibits an unusually low g₁-tensor component at 2.0080, indicative of a positive charge in the vicinity of the radical. Consistent with these EPR results a relatively high C-O stretching frequency associated with the phenoxyl radical (at 1508 cm⁻¹) is observed with resonance Raman spectroscopy. In contrast to mouse R2, EBV R2 does not show a deuterium shift in the resonance Raman spectra. Thus, the presence of a water molecule as a hydrogen bond donor moiety could not be identified unequivocally. Theoretical simulations showed that a water molecule placed at a distance of 2.6 Å from the tyrosyl-oxygen does not result in a detectable deuterium shift in the calculated Raman spectra. UV/VIS light spectroscopic studies with metal chelators and tyrosyl radical scavengers are consistent with a more accessible dimetal binding/radical site and a lower affinity for Fe²⁺ in EBV R2 than in Escherichia coli R2. Comparison with previous studies of RNR R2s from mouse, bacteria, and herpes viruses, demonstrates that finely tuned electronic properties of the radical exist within the same RNR R2 Ia class.
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Affiliation(s)
- Ane B. Tomter
- Department of Molecular Biosciences, University of Oslo, Oslo, Norway
| | | | - Florian Schmitzberger
- Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
| | - Niels H. Andersen
- Department of Molecular Biosciences, University of Oslo, Oslo, Norway
| | - Anne-Laure Barra
- Laboratoire National des Champs Magnétiques Intenses, LNCMI-G, UPR 3228, CNRS, Grenoble, France
| | - Henrik Engman
- Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
| | - Pär Nordlund
- Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
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26
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Pedelacq JD, Nguyen HB, Cabantous S, Mark BL, Listwan P, Bell C, Friedland N, Lockard M, Faille A, Mourey L, Terwilliger TC, Waldo GS. Experimental mapping of soluble protein domains using a hierarchical approach. Nucleic Acids Res 2011; 39:e125. [PMID: 21771856 PMCID: PMC3185438 DOI: 10.1093/nar/gkr548] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Exploring the function and 3D space of large multidomain protein targets often requires sophisticated experimentation to obtain the targets in a form suitable for structure determination. Screening methods capable of selecting well-expressed, soluble fragments from DNA libraries exist, but require the use of automation to maximize chances of picking a few good candidates. Here, we describe the use of an insertion dihydrofolate reductase (DHFR) vector to select in-frame fragments and a split-GFP assay technology to filter-out constructs that express insoluble protein fragments. With the incorporation of an IPCR step to create high density, focused sublibraries of fragments, this cost-effective method can be performed manually with no a priori knowledge of domain boundaries while permitting single amino acid resolution boundary mapping. We used it on the well-characterized p85α subunit of the phosphoinositide-3-kinase to demonstrate the robustness and efficiency of our methodology. We then successfully tested it onto the polyketide synthase PpsC from Mycobacterium tuberculosis, a potential drug target involved in the biosynthesis of complex lipids in the cell envelope. X-ray quality crystals from the acyl-transferase (AT), dehydratase (DH) and enoyl-reductase (ER) domains have been obtained.
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Affiliation(s)
- Jean-Denis Pedelacq
- CNRS; IPBS (Institut de Pharmacologie et de Biologie Structurale), 205 route de Narbonne, F-31077 Toulouse, France.
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27
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Lockard MA, Listwan P, Pedelacq JD, Cabantous S, Nguyen HB, Terwilliger TC, Waldo GS. A high-throughput immobilized bead screen for stable proteins and multi-protein complexes. Protein Eng Des Sel 2011; 24:565-78. [PMID: 21642284 PMCID: PMC3118733 DOI: 10.1093/protein/gzr021] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We describe an in vitro colony screen to identify Escherichia coli expressing soluble proteins and stable, assembled multiprotein complexes. Proteins with an N-terminal 6His tag and C-terminal green fluorescent protein (GFP) S11 tag are fluorescently labeled in cells by complementation with a coexpressed GFP 1-10 fragment. After partial colony lysis, the fluorescent soluble proteins or complexes diffuse through a supporting filtration membrane and are captured on Talon(®) resin metal affinity beads immobilized in agarose. Images of the fluorescent colonies convey total expression and the level of fluorescence bound to the beads indicates how much protein is soluble. Both pieces of information can be used together when selecting clones. After the assay, colonies can be picked and propagated, eliminating the need to make replica plates. We used the method to screen a DNA fragment library of the human protein p85 and preferentially obtained clones expressing the full-length 'breakpoint cluster region-homology' and NSH2 domains. The assay also distinguished clones expressing stable multi-protein complexes from those that are unstable due to missing subunits. Clones expressing stable, intact heterotrimeric E.coli YheNML complexes were readily identified in libraries dominated by complexes of YheML missing the N subunit.
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Affiliation(s)
- Meghan A Lockard
- Biosciences Division, MS-M888, Los Alamos National Laboratory, PO Box 1663, Los Alamos, NM 87545, USA
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28
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A combinatorial method to enable detailed investigation of protein–protein interactions. Future Med Chem 2011; 3:271-82. [DOI: 10.4155/fmc.10.289] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Successful structural investigations of protein–protein interactions can be facilitated by studying only the core interacting regions of the constituent proteins. However, attempting the discovery of stable core complexes using informed trial-and-error approaches can prove time and resource intensive. Methods: We describe a valuable extension of combinatorial domain hunting (CDH), a technology for the timely elucidation of soluble protein truncations. The new method, CDH2, enables empirical discovery of stable protein–protein core complexes. CDH2 is demonstrated ab initio using a previously well-characterized Hsp90/Cdc37 complex. Results: Without using a priori information, we demonstrate the isolation of stable protein–protein complexes, suitable for further analyses. Discussion: This resource-efficient process can provide protein complexes for screening of compounds designed to modulate protein–protein interactions, thus facilitating novel drug discovery.
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29
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Tegel H, Ottosson J, Hober S. Enhancing the protein production levels in Escherichia coli with a strong promoter. FEBS J 2011; 278:729-39. [PMID: 21205203 DOI: 10.1111/j.1742-4658.2010.07991.x] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
In biotechnology, the use of Escherichia coli for recombinant protein production has a long tradition, although the optimal production conditions for certain proteins are still not evident. The most favorable conditions for protein production vary with the gene product. Temperature and induction conditions represent parameters that affect total protein production, as well as the amount of soluble protein. Furthermore, the choice of promoter and bacterial strain will have large effects on the production of the target protein. In the present study, the effects of three different promoters (T7, trc and lacUV5) on E. coli production of target proteins with different characteristics are presented. The total amount of target protein as well as the amount of soluble protein were analyzed, demonstrating the benefits of using a strong promoter such as T7. To understand the underlying causes, transcription levels have been correlated with the total amount of target protein and protein solubility in vitro has been correlated with the amount of soluble protein that is produced. In addition, the effects of two different E. coli strains, BL21(DE3) and Rosetta(DE3), on the expression pattern were analyzed. It is concluded that the regulation of protein production is a combination of the transcription and translation efficiencies. Other important parameters include the nucleotide-sequence itself and the solubility of the target protein.
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Affiliation(s)
- Hanna Tegel
- School of Biotechnology, Department of Proteomics, Royal Institute of Technology, AlbaNova University Center, Stockholm, Sweden
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30
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Screening optimized protein purification protocols by coupling small-scale expression and mini-size exclusion chromatography. Protein Expr Purif 2010; 74:231-5. [DOI: 10.1016/j.pep.2010.05.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2010] [Revised: 05/27/2010] [Accepted: 05/27/2010] [Indexed: 11/18/2022]
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31
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Urvoas A, Guellouz A, Valerio-Lepiniec M, Graille M, Durand D, Desravines DC, van Tilbeurgh H, Desmadril M, Minard P. Design, Production and Molecular Structure of a New Family of Artificial Alpha-helicoidal Repeat Proteins (αRep) Based on Thermostable HEAT-like Repeats. J Mol Biol 2010; 404:307-27. [DOI: 10.1016/j.jmb.2010.09.048] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2010] [Revised: 09/15/2010] [Accepted: 09/21/2010] [Indexed: 01/07/2023]
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32
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Coutard B, Canard B. The VIZIER project: overview; expectations; and achievements. Antiviral Res 2010; 87:85-94. [PMID: 20226212 PMCID: PMC7114346 DOI: 10.1016/j.antiviral.2010.02.326] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2010] [Accepted: 02/14/2010] [Indexed: 02/06/2023]
Abstract
VIZIER is an acronym for a research project entitled “Comparative Structural Genomics of Viral Enzymes Involved in Replication” funded by the European Commission between November 1st, 2004 and April 30th, 2009. It involved 25 partners from 12 countries. In this paper, we describe the organization of the project and the culture created by its multidisciplinary essence. We discuss the main thematic sections of the project and the strategy adopted to optimize the integration of various scientific fields into a common objective: to obtain crystal structures of the widest variety of RNA virus replication enzymes documented and validated as potential drug targets. We discuss the thematic sections and their overall organization, their successes and bottlenecks around the protein production pipeline, the “low hanging fruit” strategy, and measures directed to problem solving. We discuss possible future options for such large-scale projects in the area of antiviral drug design. In a series of accompanying papers in Antiviral Research, the project and its achievements are presented for each virus family.
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Affiliation(s)
- Bruno Coutard
- Laboratoire Architecture et Fonction des Macromolécules Biologiques, CNRS UMR-6098, Universités Aix-Marseille I et II, ESIL Case 925, 163 Avenue de Luminy, 13288 Marseille, France
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33
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Schlegel S, Klepsch M, Gialama D, Wickström D, Slotboom DJ, de Gier JW. Revolutionizing membrane protein overexpression in bacteria. Microb Biotechnol 2009; 3:403-11. [PMID: 21255339 PMCID: PMC3815807 DOI: 10.1111/j.1751-7915.2009.00148.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The bacterium Escherichia coli is the most widely used expression host for overexpression trials of membrane proteins. Usually, different strains, culture conditions and expression regimes are screened for to identify the optimal overexpression strategy. However, yields are often not satisfactory, especially for eukaryotic membrane proteins. This has initiated a revolution of membrane protein overexpression in bacteria. Recent studies have shown that it is feasible to (i) engineer or select for E. coli strains with strongly improved membrane protein overexpression characteristics, (ii) use bacteria other than E. coli for the expression of membrane proteins, (iii) engineer or select for membrane protein variants that retain functionality but express better than the wild‐type protein, and (iv) express membrane proteins using E. coli‐based cell‐free systems.
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Affiliation(s)
- Susan Schlegel
- Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, SE-106 91 Stockholm, Sweden
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34
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Manolaridis I, Wojdyla JA, Panjikar S, Snijder EJ, Gorbalenya AE, Berglind H, Nordlund P, Coutard B, Tucker PA. Structure of the C-terminal domain of nsp4 from feline coronavirus. ACTA CRYSTALLOGRAPHICA. SECTION D, BIOLOGICAL CRYSTALLOGRAPHY 2009; 65:839-46. [PMID: 19622868 PMCID: PMC2714721 DOI: 10.1107/s0907444909018253] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/15/2009] [Accepted: 05/14/2009] [Indexed: 12/14/2022]
Abstract
Coronaviruses are a family of positive-stranded RNA viruses that includes important pathogens of humans and other animals. The large coronavirus genome (26-31 kb) encodes 15-16 nonstructural proteins (nsps) that are derived from two replicase polyproteins by autoproteolytic processing. The nsps assemble into the viral replication-transcription complex and nsp3, nsp4 and nsp6 are believed to anchor this enzyme complex to modified intracellular membranes. The largest part of the coronavirus nsp4 subunit is hydrophobic and is predicted to be embedded in the membranes. In this report, a conserved C-terminal domain ( approximately 100 amino-acid residues) has been delineated that is predicted to face the cytoplasm and has been isolated as a soluble domain using library-based construct screening. A prototypical crystal structure at 2.8 A resolution was obtained using nsp4 from feline coronavirus. Unmodified and SeMet-substituted proteins were crystallized under similar conditions, resulting in tetragonal crystals that belonged to space group P4(3). The phase problem was initially solved by single isomorphous replacement with anomalous scattering (SIRAS), followed by molecular replacement using a SIRAS-derived composite model. The structure consists of a single domain with a predominantly alpha-helical content displaying a unique fold that could be engaged in protein-protein interactions.
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35
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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: 0.4] [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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36
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Drevelle A, Urvoas A, Hamida-Rebaï MB, Van Vooren G, Nicaise M, Valerio-Lepiniec M, Desmadril M, Robert CH, Minard P. Disulfide Bond Substitution by Directed Evolution in an Engineered Binding Protein. Chembiochem 2009; 10:1349-59. [DOI: 10.1002/cbic.200800745] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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37
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38
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Shah DH, Cain KD, Wiens GD, Call DR. Challenges associated with heterologous expression of Flavobacterium psychrophilum proteins in Escherichia coli. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2008; 10:719-30. [PMID: 18551344 DOI: 10.1007/s10126-008-9111-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2008] [Revised: 03/27/2008] [Accepted: 04/16/2008] [Indexed: 05/26/2023]
Abstract
A two-parameter statistical model was used to predict the solubility of 96 putative virulence-associated proteins of Flavobacterium psychrophilum (CSF259-93) upon over expression in Escherichia coli. This analysis indicated that 88.5% of the F. psychrophilum proteins would be expressed as insoluble aggregates (inclusion bodies). These solubility predictions were verified experimentally by colony filtration blot for six different F. psychrophilum proteins. A comprehensive analysis of codon usage identified over a dozen codons that are used frequently in F. psychrophilum, but that are rarely used in E. coli. Expression of F. psychrophilum proteins in E. coli was often associated with production of minor molecular weight products, presumably because of the codon usage bias between these two organisms. Expression of recombinant protein in the presence of rare tRNA genes resulted in marginal improvements in the expressed products. Consequently, Vibrio parahaemolyticus was developed as an alternative expression host because its codon usage is similar to F. psychrophilum. A full-length recombinant F. psychrophilum hemolysin was successfully expressed and purified from V. parahaemolyticus in soluble form, whereas this protein was insoluble upon expression in E. coli. We show that V. parahaemolyticus can be used as an alternate heterologous expression system that can remedy challenges associated with expression and production of F. psychrophilum recombinant proteins.
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Affiliation(s)
- Devendra H Shah
- Department of Veterinary Microbiology and Pathology, Washington State University, Pullman, WA 99164-7040, USA
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39
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Liu H, Naismith JH. A simple and efficient expression and purification system using two newly constructed vectors. Protein Expr Purif 2008; 63:102-11. [PMID: 18845260 DOI: 10.1016/j.pep.2008.09.008] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2008] [Revised: 09/02/2008] [Accepted: 09/04/2008] [Indexed: 11/25/2022]
Abstract
Structural biology places a high demand on proteins both in terms of quality and quantity. Although many protein expression and purification systems have been developed, an efficient and simple system which can be easily adapted is desirable. Here, we report a new system which combines improved expression, solubility screening and purification efficiency. The system is based on two newly constructed vectors, pEHISTEV and pEHISGFPTEV derived from a pET vector. Both vectors generate a construct with an amino-terminal hexahistidine tag (His-tag). In addition, pEHISGFPTEV expresses a protein with an N-terminal His-tagged green fluorescent protein (GFP) fusion to allow rapid quantitation of soluble protein. Both vectors have a tobacco etch virus (TEV) protease cleavage site that allows for production of protein with only two additional N-terminal residues and have the same multiple cloning site which enables parallel cloning. Protein purification is a simple two-stage nickel affinity chromatography based on the His tag removal. A total of seven genes were tested using this system. Expression was optimised using pEHISGFPTEV constructs by monitoring the GFP fluorescence and the soluble target proteins were quantified using spectrophotometric analysis. All the tested proteins were purified with sufficient quantity and quality to attempt structure determination. This system has been proven to be simple and effective for structural biology. The system is easily adapted to include other vectors, tags or fusions and therefore has the potential to be broadly applicable.
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Affiliation(s)
- Huanting Liu
- Centre for Biomolecular Science, BMS Building, University of St. Andrews, North Haugh, St. Andrews KY16 9ST, Fife, Scotland, UK.
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40
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Carpenter EP, Beis K, Cameron AD, Iwata S. Overcoming the challenges of membrane protein crystallography. Curr Opin Struct Biol 2008; 18:581-6. [PMID: 18674618 PMCID: PMC2580798 DOI: 10.1016/j.sbi.2008.07.001] [Citation(s) in RCA: 329] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2008] [Accepted: 07/03/2008] [Indexed: 11/23/2022]
Abstract
Membrane protein structural biology is still a largely unconquered area, given that approximately 25% of all proteins are membrane proteins and yet less than 150 unique structures are available. Membrane proteins have proven to be difficult to study owing to their partially hydrophobic surfaces, flexibility and lack of stability. The field is now taking advantage of the high-throughput revolution in structural biology and methods are emerging for effective expression, solubilisation, purification and crystallisation of membrane proteins. These technical advances will lead to a rapid increase in the rate at which membrane protein structures are solved in the near future.
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Affiliation(s)
- Elisabeth P Carpenter
- Membrane Protein Laboratory, Imperial College London, Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 ODE, United Kingdom
- Division of Molecular Biosciences, Membrane Protein Crystallography Group and Membrane Protein Laboratory, Imperial College, London SW7 2AZ, United Kingdom
| | - Konstantinos Beis
- Membrane Protein Laboratory, Imperial College London, Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 ODE, United Kingdom
- Division of Molecular Biosciences, Membrane Protein Crystallography Group and Membrane Protein Laboratory, Imperial College, London SW7 2AZ, United Kingdom
| | - Alexander D Cameron
- Membrane Protein Laboratory, Imperial College London, Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 ODE, United Kingdom
- Division of Molecular Biosciences, Membrane Protein Crystallography Group and Membrane Protein Laboratory, Imperial College, London SW7 2AZ, United Kingdom
| | - So Iwata
- Membrane Protein Laboratory, Imperial College London, Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 ODE, United Kingdom
- Division of Molecular Biosciences, Membrane Protein Crystallography Group and Membrane Protein Laboratory, Imperial College, London SW7 2AZ, United Kingdom
- ERATO Human Receptor Crystallography Project, 3rd Floor, Building A, Graduate School of Medicine, Kyoto University, Yoshida-konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
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41
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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: 244] [Impact Index Per Article: 14.4] [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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42
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Martinez Molina D, Cornvik T, Eshaghi S, Haeggström JZ, Nordlund P, Sabet MI. Engineering membrane protein overproduction in Escherichia coli. Protein Sci 2008; 17:673-80. [PMID: 18305199 DOI: 10.1110/ps.073242508] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Membrane proteins play a fundamental role in human disease and therapy, but suffer from a lack of structural and functional information compared to their soluble counterparts. The paucity of membrane protein structures is primarily due to the unparalleled difficulties in obtaining detergent-solubilized membrane proteins at sufficient levels and quality. We have developed an in vitro evolution strategy for optimizing the levels of detergent-solubilized membrane protein that can be overexpressed and purified from recombinant Escherichia coli. Libraries of random mutants for nine membrane proteins were screened for expression using a novel implementation of the colony filtration blot. In only one cycle of directed evolution were significant improvements of membrane protein yield obtained for five out of nine proteins. In one case, the yield of detergent-solubilized membrane protein was increased 40-fold.
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Affiliation(s)
- Daniel Martinez Molina
- Department of Biochemistry and Biophysics, Stockholm University, S-106 91 Stockholm, Sweden
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43
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Busso D, Stierlé M, Thierry JC, Moras D. A comparison of inoculation methods to simplify recombinant protein expression screening in Escherichia coli. Biotechniques 2008; 44:101-6. [PMID: 18254387 DOI: 10.2144/000112632] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
In the past five years, Structural Genomics (SG) initiatives have established an automated pipeline for protein production in Escherichia coli to rapidly screen various conditions, resulting in soluble expression of recombinant proteins to aid in carrying out structural studies. However, some steps of the procedure are still extensive and require manual handling. Here, we present a comparative study of one step of the process, E. coli cultivation, using a set of 12 expression vectors encoding for fusion proteins of seven independent target proteins. First, we show that performing E. coli growth in auto-inducible medium (ZYM-5052) results in a comparable protein expression/solubility profile to that obtained when growing cells in classical Luria-Bertani (LB) medium. Second, we show that the transformation mix can be used directly to inoculate a culture, saving time and circumventing the error-prone step of colony picking, without impairing cell growth and the protein expression/solubility profile. Thus, we show that a basic, but nevertheless essential, step of a protein production pipeline, E. coli cultivation, can be simplified to a single event that is fully compatible with complete automation.
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Affiliation(s)
- Didier Busso
- Institut de Génetique et de Biologie Moléculaire et Cellulaire/Centre National de Recherche Scientifique/Institut National de la Santé de la Recherche Médicale, Université Louis Pasteur, Illkirch, France.
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44
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Peleg Y, Unger T. Application of high-throughput methodologies to the expression of recombinant proteins in E. coli. Methods Mol Biol 2008; 426:197-208. [PMID: 18542865 DOI: 10.1007/978-1-60327-058-8_12] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Despite the large body of knowledge accumulated on recombinant protein expression, production, primarily of eukaryotic proteins, remains a challenge. The biggest obstacle is in obtaining large amounts of a given protein in a correctly folded form. Several strategies are being used to increase both yields and solubility. These include expression with fusion proteins, co-expression with molecular chaperones or a protein partner, and use of multiple constructs for each protein. Any given method may help to increase expression and solubility for a given protein, but often more than one rescue strategy should be tried. To perform several different rescue strategies on multiple proteins, high throughout (HTP) methodologies are applied. This chapter presents HTP methodologies for DNA cloning in multiple expression vectors and expression screening to identify clones capable of producing soluble proteins.
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Affiliation(s)
- Yoav Peleg
- Israel Structural Proteomics Center (ISPC), Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
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45
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Abstract
The production of crystals suitable for high-resolution structure determination is still one of the major bottlenecks in the structure determination process. This is especially true in structural genomics (SG) consortia, where the implementation of protein-specific purification and optimization strategies is not readily implemented into the structure determination workflow. This chapter describes four strategies that have been implemented by a number of SG groups to increase the number of protein targets that resulted in atomic resolution structures: (1) orthologue screening; (2) the use of 1D (1)H NMR spectroscopy to screen for the folded state of a protein prior to crystallization; (3) deletion constructs generation, in which regions of the target protein predicted to be disordered are omitted from the construct, to maximize the likelihood of crystal formation; and (4) crystallization optimum solubility screening to identify more suitable buffers for a given protein. The implementation of these strategies can lead to a substantial increase in the number of protein structures solved. Finally, because these strategies do not require the implementation of expensive robotics, they are highly applicable not only for the SG community but also for academic laboratories.
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Affiliation(s)
- Rebecca Page
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, RI, USA
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46
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Gileadi O, Burgess-Brown NA, Colebrook SM, Berridge G, Savitsky P, Smee CEA, Loppnau P, Johansson C, Salah E, Pantic NH. High throughput production of recombinant human proteins for crystallography. Methods Mol Biol 2008; 426:221-246. [PMID: 18542867 DOI: 10.1007/978-1-60327-058-8_14] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
This chapter presents in detail the process used in high throughput bacterial production of recombinant human proteins for crystal structure determination. The core principles are: (1) Generating at least 10 truncated constructs from each target gene. (2) Ligation-independent cloning (LIC) into a bacterial expression vector. All proteins are expressed with an N-terminal, TEV protease cleavable fusion peptide. (3) Small-scale test expression to identify constructs producing soluble protein. (4) Liter-scale production in shaker flasks. (5) Purification by Ni-affinity chromatography and gel filtration. (6) Protein characterization and preparation for crystallography. The chapter also briefly presents alternative procedures, to be applied based on specific knowledge of protein families or when the core protocol is unsatisfactory. This scheme has been applied to more than 550 human proteins (>10,000 constructs) and has resulted in the deposition of 112 unique structures. The methods presented do not depend on specialized equipment or robotics; hence, they provide an effective approach for handling individual proteins in a regular research lab.
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Affiliation(s)
- Opher Gileadi
- The Structural Genomics Consortium, Botnar Research Centre, University of Oxford, Oxford, UK
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47
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Coutard B, Gorbalenya AE, Snijder EJ, Leontovich AM, Poupon A, De Lamballerie X, Charrel R, Gould EA, Gunther S, Norder H, Klempa B, Bourhy H, Rohayem J, L'hermite E, Nordlund P, Stuart DI, Owens RJ, Grimes JM, Tucker PA, Bolognesi M, Mattevi A, Coll M, Jones TA, Aqvist J, Unge T, Hilgenfeld R, Bricogne G, Neyts J, La Colla P, Puerstinger G, Gonzalez JP, Leroy E, Cambillau C, Romette JL, Canard B. The VIZIER project: preparedness against pathogenic RNA viruses. Antiviral Res 2007; 78:37-46. [PMID: 18083241 PMCID: PMC7114271 DOI: 10.1016/j.antiviral.2007.10.013] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2007] [Revised: 10/15/2007] [Accepted: 10/16/2007] [Indexed: 01/07/2023]
Abstract
Life-threatening RNA viruses emerge regularly, and often in an unpredictable manner. Yet, the very few drugs available against known RNA viruses have sometimes required decades of research for development. Can we generate preparedness for outbreaks of the, as yet, unknown viruses? The VIZIER (VIral enZymes InvolvEd in Replication) (http://www.vizier-europe.org/) project has been set-up to develop the scientific foundations for countering this challenge to society. VIZIER studies the most conserved viral enzymes (that of the replication machinery, or replicases) that constitute attractive targets for drug-design. The aim of VIZIER is to determine as many replicase crystal structures as possible from a carefully selected list of viruses in order to comprehensively cover the diversity of the RNA virus universe, and generate critical knowledge that could be efficiently utilized to jump-start research on any emerging RNA virus. VIZIER is a multidisciplinary project involving (i) bioinformatics to define functional domains, (ii) viral genomics to increase the number of characterized viral genomes and prepare defined targets, (iii) proteomics to express, purify, and characterize targets, (iv) structural biology to solve their crystal structures, and (v) pre-lead discovery to propose active scaffolds of antiviral molecules.
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Affiliation(s)
- B Coutard
- Architecture et Fonction des Macromolécules Biologiques, CNRS, and Universités d'Aix-Marseille I et II, UMR 6098, ESIL Case 925, 13288 Marseille Cedex 09, France
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48
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Savva R, Prodromou C, Driscoll PC. DNA fragmentation based combinatorial approaches to soluble protein expression. Drug Discov Today 2007; 12:939-47. [DOI: 10.1016/j.drudis.2007.08.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2007] [Revised: 08/21/2007] [Accepted: 08/28/2007] [Indexed: 11/26/2022]
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49
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Prodromou C, Savva R, Driscoll PC. DNA fragmentation-based combinatorial approaches to soluble protein expression Part I. Generating DNA fragment libraries. Drug Discov Today 2007; 12:931-8. [PMID: 17993411 DOI: 10.1016/j.drudis.2007.08.012] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2007] [Revised: 08/16/2007] [Accepted: 08/21/2007] [Indexed: 11/28/2022]
Abstract
In addressing a new drug discovery target, the generation of tractable protein substrates for functional and structural analyses can represent a significant hurdle. Traditional approaches rely on protein expression trials of multiple variants in various systems, frequently with limited success. The increasing knowledge base derived from genomics and structural proteomics initiatives assists the bioinformatics-led design of these experiments. Nevertheless, for many eukaryotic polypeptides, particularly those with relatively few homologues, the generation of useful protein products can still be a major challenge. This review describes the basis of efforts to forge an alternative 'domain-hunting' paradigm, based upon combinatorial sampling of expression construct libraries derived by fragmentation of the encoding DNA template, namely the methods and considerations in generating fragment length DNA from target genes. An accompanying review focuses upon the expression screening of such combinatorial DNA libraries for the sampling of the corresponding set of protein fragments.
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Affiliation(s)
- Chrisostomos Prodromou
- Section of Structural Biology, Institute of Cancer Research, Chester Beatty Laboratories, 237 Fulham Road, London SW3 6JB, United Kingdom
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50
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Reich S, Puckey LH, Cheetham CL, Harris R, Ali AAE, Bhattacharyya U, Maclagan K, Powell KA, Prodromou C, Pearl LH, Driscoll PC, Savva R. Combinatorial Domain Hunting: An effective approach for the identification of soluble protein domains adaptable to high-throughput applications. Protein Sci 2007; 15:2356-65. [PMID: 17008718 PMCID: PMC2242398 DOI: 10.1110/ps.062082606] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Exploitation of potential new targets for drug and vaccine development has an absolute requirement for multimilligram quantities of soluble protein. While recombinant expression of full-length proteins is frequently problematic, high-yield soluble expression of functional subconstructs is an effective alternative, so long as appropriate termini can be identified. Bioinformatics localizes domains, but doesn't predict boundaries with sufficient accuracy, so that subconstructs are typically found by trial and error. Combinatorial Domain Hunting (CDH) is a technology for discovering soluble, highly expressed constructs of target proteins. CDH combines unbiased, finely sampled gene-fragment libraries, with a screening protocol that provides "holistic" readout of solubility and yield for thousands of protein fragments. CDH is free of the "passenger solubilization" and out-of-frame translational start artifacts of fusion-protein systems, and hits are ready for scale-up expression. As a proof of principle, we applied CDH to p85alpha, successfully identifying soluble and highly expressed constructs encapsulating all the known globular domains, and immediately suitable for downstream applications.
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Affiliation(s)
- Stefanie Reich
- School of Crystallography, Birkbeck College, London WC1E 7HX, United Kingdom
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