51
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Bresnick AR. S100 proteins as therapeutic targets. Biophys Rev 2018; 10:1617-1629. [PMID: 30382555 PMCID: PMC6297089 DOI: 10.1007/s12551-018-0471-y] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 10/21/2018] [Indexed: 12/13/2022] Open
Abstract
The human genome codes for 21 S100 protein family members, which exhibit cell- and tissue-specific expression patterns. Despite sharing a high degree of sequence and structural similarity, the S100 proteins bind a diverse range of protein targets and contribute to a broad array of intracellular and extracellular functions. Consequently, the S100 proteins regulate multiple cellular processes such as proliferation, migration and/or invasion, and differentiation, and play important roles in a variety of cancers, autoimmune diseases, and chronic inflammatory disorders. This review focuses on the development of S100 neutralizing antibodies and small molecule inhibitors and their potential therapeutic use in controlling disease progression and severity.
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Affiliation(s)
- Anne R Bresnick
- Department of Biochemistry, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY, 10461, USA.
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52
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Weishäupl D, Schneider J, Peixoto Pinheiro B, Ruess C, Dold SM, von Zweydorf F, Gloeckner CJ, Schmidt J, Riess O, Schmidt T. Physiological and pathophysiological characteristics of ataxin-3 isoforms. J Biol Chem 2018; 294:644-661. [PMID: 30455355 DOI: 10.1074/jbc.ra118.005801] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 11/08/2018] [Indexed: 12/18/2022] Open
Abstract
Ataxin-3 is a deubiquitinating enzyme and the affected protein in the neurodegenerative disorder Machado-Joseph disease (MJD). The ATXN3 gene is alternatively spliced, resulting in protein isoforms that differ in the number of ubiquitin-interacting motifs. Additionally, nonsynonymous SNPs in ATXN3 cause amino acid changes in ataxin-3, and one of these polymorphisms introduces a premature stop codon in one isoform. Here, we examined the effects of different ataxin-3 isoforms and of the premature stop codon on ataxin-3's physiological function and on main disease mechanisms. At the physiological level, we show that alternative splicing and the premature stop codon alter ataxin-3 stability and that ataxin-3 isoforms differ in their enzymatic deubiquitination activity, subcellular distribution, and interaction with other proteins. At the pathological level, we found that the expansion of the polyglutamine repeat leads to a stabilization of ataxin-3 and that ataxin-3 isoforms differ in their aggregation properties. Interestingly, we observed a functional interaction between normal and polyglutamine-expanded ATXN3 allelic variants. We found that interactions between different ATXN3 allelic variants modify the physiological and pathophysiological properties of ataxin-3. Our findings indicate that alternative splicing and interactions between different ataxin-3 isoforms affect not only major aspects of ataxin-3 function but also MJD pathogenesis. Our results stress the importance of considering isoforms of disease-causing proteins and their interplay with the normal allelic variant as disease modifiers in MJD and autosomal-dominantly inherited diseases in general.
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Affiliation(s)
- Daniel Weishäupl
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany.,the Graduate Training Center of Neuroscience, 72074 Tübingen, Germany
| | - Juliane Schneider
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
| | - Barbara Peixoto Pinheiro
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
| | - Corinna Ruess
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
| | - Sandra Maria Dold
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
| | - Felix von Zweydorf
- the German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany, and
| | - Christian Johannes Gloeckner
- the German Center for Neurodegenerative Diseases (DZNE), 72076 Tübingen, Germany, and.,the Institute for Ophthalmic Research, Center for Ophthalmology, University of Tübingen, 72076 Tübingen, Germany
| | - Jana Schmidt
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
| | - Olaf Riess
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany.,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
| | - Thorsten Schmidt
- From the Institute of Medical Genetics and Applied Genomics, University of Tübingen, 72076 Tübingen, Germany, .,the Center for Rare Diseases, 72076 Tübingen, Germany.,the NGS Competence Center, 72076 Tübingen, Germany
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53
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Raczynska JE, Shabalin IG, Minor W, Wlodawer A, Jaskolski M. A close look onto structural models and primary ligands of metallo-β-lactamases. Drug Resist Updat 2018; 40:1-12. [PMID: 30466711 PMCID: PMC6260963 DOI: 10.1016/j.drup.2018.08.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 08/14/2018] [Accepted: 08/16/2018] [Indexed: 10/28/2022]
Abstract
β-Lactamases are hydrolytic enzymes capable of opening the β-lactam ring of antibiotics such as penicillin, thus endowing the bacteria that produce them with antibiotic resistance. Of particular medical concern are metallo-β-lactamases (MBLs), with an active site built around coordinated Zn cations. MBLs are pan-reactive enzymes that can break down almost all classes of β-lactams, including such last-resort antibiotics as carbapenems. They are not only broad-spectrum-reactive but are often plasmid-borne (e.g., the New Delhi enzyme, NDM), and can spread horizontally even among unrelated bacteria. Acquired MBLs are encoded by mobile genetic elements, which often include other resistance genes, making the microbiological situation particularly alarming. There is an urgent need to develop MBL inhibitors in order to rescue our antibiotic armory. A number of such efforts have been undertaken, most notably using the 3D structures of various MBLs as drug-design targets. Structure-guided drug discovery depends on the quality of the structures that are collected in the Protein Data Bank (PDB) and on the consistency of the information in dedicated β-lactamase databases. We conducted a careful review of the crystal structures of class B β-lactamases, concluding that the quality of these structures varies widely, especially in the regions where small molecules interact with the macromolecules. In a number of examples the interpretation of the bound ligands (e.g., inhibitors, substrate/product analogs) is doubtful or even incorrect, and it appears that in some cases the modeling of ligands was not supported by electron density. For ten MBL structures, alternative interpretations of the original diffraction data could be proposed and the new models have been deposited in the PDB. In four cases, these models, prepared jointly with the authors of the original depositions, superseded the previous deposits. This review emphasizes the importance of critical assessment of structural models describing key drug design targets at the level of the raw experimental data. Since the structures reviewed here are the basis for ongoing design of new MBL inhibitors, it is important to identify and correct the problems with ambiguous crystallographic interpretations, thus enhancing reproducibility in this highly medically relevant area.
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Affiliation(s)
- Joanna E Raczynska
- Center for Biocrystallographic Research, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
| | - Ivan G Shabalin
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA; Center for Structural Genomics of Infectious Diseases, Charlottesville, VA 22908, USA
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA; Center for Structural Genomics of Infectious Diseases, Charlottesville, VA 22908, USA
| | - Alexander Wlodawer
- Protein Structure Section, Macromolecular Crystallography Laboratory, National Cancer Institute, Frederick, MD 21702, USA
| | - Mariusz Jaskolski
- Center for Biocrystallographic Research, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland; Department of Crystallography, Faculty of Chemistry, A. Mickiewicz University, Poznan, Poland.
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54
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de Almeida JM, Moure VR, Müller-Santos M, de Souza EM, Pedrosa FO, Mitchell DA, Krieger N. Tailoring recombinant lipases: keeping the His-tag favors esterification reactions, removing it favors hydrolysis reactions. Sci Rep 2018; 8:10000. [PMID: 29968752 PMCID: PMC6030132 DOI: 10.1038/s41598-018-27579-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 06/04/2018] [Indexed: 12/19/2022] Open
Abstract
We determined the effect of the His-tag on the structure, activity, stability and immobilization of LipC12, a highly active lipase from a metagenomic library. We purified LipC12 with a N-terminal His-tag and then removed the tag using tobacco etch virus (TEV) protease. Circular dichroism analysis showed that the overall structure of LipC12 was largely unaffected by His-tag removal. The specific hydrolytic activities against natural and artificial substrates were significantly increased by the removal of the His-tag. On the other hand, His-tagged LipC12 was significantly more active and stable in the presence of polar organic solvents than untagged LipC12. The immobilization efficiency on Immobead 150 was 100% for both forms of LipC12 and protein desorption studies confirmed that the His-tag does not participate in the covalent binding of the enzyme. In the case of immobilized LipC12, the His-tag negatively influenced the hydrolytic activity, as it had for the free lipase, however, it positively influenced the esterification activity. These results raise the possibility of tailoring recombinant lipases for different applications, where the His-tag may be retained or removed, as appropriate for the desired activity.
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Affiliation(s)
- Janaina Marques de Almeida
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná, Cx.P. 19046 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil
| | - Vivian Rotuno Moure
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná, Cx.P. 19046 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil
| | - Marcelo Müller-Santos
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná, Cx.P. 19046 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil
| | - Emanuel Maltempi de Souza
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná, Cx.P. 19046 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil
| | - Fábio Oliveira Pedrosa
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná, Cx.P. 19046 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil
| | - David Alexander Mitchell
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal do Paraná, Cx.P. 19046 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil
| | - Nadia Krieger
- Departamento de Química, Universidade Federal do Paraná, Cx.P. 19081 Centro Politécnico, Curitiba, 81531-980, Paraná, Brazil.
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55
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Handing KB, Niedzialkowska E, Shabalin IG, Kuhn ML, Zheng H, Minor W. Characterizing metal-binding sites in proteins with X-ray crystallography. Nat Protoc 2018; 13:1062-1090. [PMID: 29674755 PMCID: PMC6235626 DOI: 10.1038/nprot.2018.018] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Metals have crucial roles in many physiological, pathological, toxicological, pharmaceutical, and diagnostic processes. Proper handling of metal-containing macromolecule samples for structural studies is not trivial, and failure to handle them properly is often a source of irreproducibility caused by issues such as pH changes, incorporation of unexpected metals, or oxidization/reduction of the metal. This protocol outlines the guidelines and best practices for characterizing metal-binding sites in protein structures and alerts experimenters to potential pitfalls during the preparation and handling of metal-containing protein samples for X-ray crystallography studies. The protocol features strategies for controlling the sample pH and the metal oxidation state, recording X-ray fluorescence (XRF) spectra, and collecting diffraction data sets above and below the corresponding metal absorption edges. This protocol should allow experimenters to gather sufficient evidence to unambiguously determine the identity and location of the metal of interest, as well as to accurately characterize the coordinating ligands in the metal binding environment within the protein. Meticulous handling of metal-containing macromolecule samples as described in this protocol should enhance experimental reproducibility in biomedical sciences, especially in X-ray macromolecular crystallography. For most samples, the protocol can be completed within a period of 7-190 d, most of which (2-180 d) is devoted to growing the crystal. The protocol should be readily understandable to structural biologists, particularly protein crystallographers with an intermediate level of experience.
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Affiliation(s)
- Katarzyna B Handing
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), University of Virginia, Charlottesville, Virginia, USA
| | - Ewa Niedzialkowska
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), University of Virginia, Charlottesville, Virginia, USA
- Jerzy Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Sciences, Krakow, Poland
| | - Ivan G Shabalin
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), University of Virginia, Charlottesville, Virginia, USA
| | - Misty L Kuhn
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, California, USA
| | - Heping Zheng
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), University of Virginia, Charlottesville, Virginia, USA
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), University of Virginia, Charlottesville, Virginia, USA
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56
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Lin Y. What's happened over the last five years with high-throughput protein crystallization screening? Expert Opin Drug Discov 2018; 13:691-695. [PMID: 29676184 DOI: 10.1080/17460441.2018.1465924] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Yibin Lin
- a Department of Pediatrics, Center for Antimicrobial Resistance and Microbial Genomics , McGovern Medical School, The University of Texas Health Science Center at Houston , Houston , TX , USA
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57
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Wlodawer A, Dauter Z, Porebski PJ, Minor W, Stanfield R, Jaskolski M, Pozharski E, Weichenberger CX, Rupp B. Detect, correct, retract: How to manage incorrect structural models. FEBS J 2018; 285:444-466. [PMID: 29113027 PMCID: PMC5799025 DOI: 10.1111/febs.14320] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Accepted: 11/01/2017] [Indexed: 12/13/2022]
Abstract
The massive technical and computational progress of biomolecular crystallography has generated some adverse side effects. Most crystal structure models, produced by crystallographers or well-trained structural biologists, constitute useful sources of information, but occasional extreme outliers remind us that the process of structure determination is not fail-safe. The occurrence of severe errors or gross misinterpretations raises fundamental questions: Why do such aberrations emerge in the first place? How did they evade the sophisticated validation procedures which often produce clear and dire warnings, and why were severe errors not noticed by the depositors themselves, their supervisors, referees and editors? Once detected, what can be done to either correct, improve or eliminate such models? How do incorrect models affect the underlying claims or biomedical hypotheses they were intended, but failed, to support? What is the long-range effect of the propagation of such errors? And finally, what mechanisms can be envisioned to restore the validity of the scientific record and, if necessary, retract publications that are clearly invalidated by the lack of experimental evidence? We suggest that cognitive bias and flawed epistemology are likely at the root of the problem. By using examples from the published literature and from public repositories such as the Protein Data Bank, we provide case summaries to guide correction or improvement of structural models. When strong claims are unsustainable because of a deficient crystallographic model, removal of such a model and even retraction of the affected publication are necessary to restore the integrity of the scientific record.
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Affiliation(s)
- Alexander Wlodawer
- Protein Structure Section, Macromolecular Crystallography Laboratory, National Cancer Institute, Frederick, MD, 21702, USA
| | - Zbigniew Dauter
- Synchrotron Radiation Research Section, Macromolecular Crystallography Laboratory, National Cancer Institute, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Przemyslaw J. Porebski
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA, 22908, USA
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA, 22908, USA
| | - Robyn Stanfield
- Department of Structural and Computational Biology, BCC206, The Scripps Research Institute, 10550 N. Torrey Pines Road, La Jolla, CA, 92037, USA
| | - Mariusz Jaskolski
- Department of Crystallography, Faculty of Chemistry, A. Mickiewicz University, Umultowska 89b, Poznan, 61-614, Poland
- Center for Biocrystallographic Research, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Noskowskiego 12/14, Poznan, 61-704, Poland
| | - Edwin Pozharski
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Bernhard Rupp
- CVMO, k.-k.Hofkristallamt, 991 Audrey Place, Vista, CA, 92084, USA
- Department of Genetic Epidemiology, Medical University Innsbruck, Schöpfstr. 41, Innsbruck, 6020, Austria
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58
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Booth W, Schlachter CR, Pote S, Ussin N, Mank NJ, Klapper V, Offermann LR, Tang C, Hurlburt BK, Chruszcz M. Impact of an N-terminal Polyhistidine Tag on Protein Thermal Stability. ACS OMEGA 2018; 3:760-768. [PMID: 29399652 PMCID: PMC5793033 DOI: 10.1021/acsomega.7b01598] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 01/05/2018] [Indexed: 05/15/2023]
Abstract
For years, the use of polyhistidine tags (His-tags) has been a staple in the isolation of recombinant proteins in immobilized metal affinity chromatography experiments. Their usage has been widely beneficial in increasing protein purity from crude cell lysates. For some recombinant proteins, a consequence of His-tag addition is that it can affect protein function and stability. Functional proteins are essential in the elucidation of their biological, kinetic, structural, and thermodynamic properties. In this study, we determine the effect of N-terminal His-tags on the thermal stability of select proteins using differential scanning fluorimetry and identify that the removal of the His-tag can have both beneficial and deleterious effects on their stability.
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Affiliation(s)
- William
T. Booth
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Caleb R. Schlachter
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Swanandi Pote
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Nikita Ussin
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Nicholas J. Mank
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Vincent Klapper
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Lesa R. Offermann
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
- Department
of Chemistry, Davidson College, Davidson, North Carolina 28035, United States
| | - Chuanbing Tang
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
| | - Barry K. Hurlburt
- United
States Department of Agriculture, Agricultural Research Service, Southern Regional Research Center, New Orleans, Louisiana 70124, United States
| | - Maksymilian Chruszcz
- Department
of Chemistry and Biochemistry, University
of South Carolina, Columbia, South Carolina 29208, United States
- E-mail: . Tel: (803) 777-7399. Fax: (803) 777-9521
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59
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Deng A, Boxer SG. Structural Insight into the Photochemistry of Split Green Fluorescent Proteins: A Unique Role for a His-Tag. J Am Chem Soc 2018; 140:375-381. [PMID: 29193968 PMCID: PMC5815829 DOI: 10.1021/jacs.7b10680] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Oligohistidine affinity tags (His-tags) are commonly fused to proteins to aid in their purification via metal affinity chromatography. These His-tags are generally assumed to have minimal impact on the properties of the fusion protein, as they have no propensity to form ordered elements, and are small enough not to significantly affect the solubility or size. Here we report structures of two variants of truncated green fluorescent protein (GFP), i.e., split GFP with a β-strand removed, that were found to behave differently in the presence of light. In these structures, the N-terminal His-tag and several neighboring residues play a highly unusual structural and functional role in stabilizing the truncated GFP by substituting as a surrogate β-strand in the groove vacated by the native strand. This finding provides an explanation for the seemingly very different peptide binding and photodissociation properties of split proteins involving β-strands 10 and 11. We show that these truncated GFPs can bind other non-native sequences, and this promiscuity invites the possibility for rational design of sequences optimized for strand binding and photodissociation, both useful for optogenetic applications.
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Affiliation(s)
- Alan Deng
- Department of Chemistry, Stanford University, Stanford, California 94305-5012, United States
| | - Steven G. Boxer
- Department of Chemistry, Stanford University, Stanford, California 94305-5012, United States
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60
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Thakur AK, Larimi MG, Gooden K, Movileanu L. Aberrantly Large Single-Channel Conductance of Polyhistidine Arm-Containing Protein Nanopores. Biochemistry 2017; 56:4895-4905. [PMID: 28812882 DOI: 10.1021/acs.biochem.7b00577] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
There have been only a few studies reporting on the impact of polyhistidine affinity tags on the structure, function, and dynamics of proteins. Because of the relatively short size of the tags, they are often thought to have little or no effect on the conformation or activity of a protein. Here, using membrane protein design and single-molecule electrophysiology, we determined that the presence of a hexahistidine arm at the N-terminus of a truncated FhuA-based protein nanopore, leaving the C-terminus untagged, produces an unusual increase in the unitary conductance to ∼8 nS in 1 M KCl. To the best of our knowledge, this is the largest single-channel conductance ever recorded with a monomeric β-barrel outer membrane protein. The hexahistidine arm was captured by an anti-polyhistidine tag monoclonal antibody added to the side of the channel-forming protein addition, but not to the opposite side, documenting that this truncated FhuA-based protein nanopore inserts into a planar lipid bilayer with a preferred orientation. This finding is in agreement with the protein insertion in vivo, in which the large loops face the extracellular side of the membrane. The aberrantly large single-channel conductance, likely induced by a greater cross-sectional area of the pore lumen, along with the vectorial insertion into a lipid membrane, will have profound implications for further developments of engineered protein nanopores.
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Affiliation(s)
- Avinash Kumar Thakur
- Department of Physics, Syracuse University , 201 Physics Building, Syracuse, New York 13244-1130, United States.,Structural Biology, Biochemistry, and Biophysics Program, Syracuse University , 111 College Place, Syracuse, New York 13244-4100, United States
| | - Motahareh Ghahari Larimi
- Department of Physics, Syracuse University , 201 Physics Building, Syracuse, New York 13244-1130, United States
| | - Kristin Gooden
- Department of Physics and Astronomy, University of Missouri , 223 Physics Building, Columbia, Missouri 65211-7010, United States
| | - Liviu Movileanu
- Department of Physics, Syracuse University , 201 Physics Building, Syracuse, New York 13244-1130, United States.,Structural Biology, Biochemistry, and Biophysics Program, Syracuse University , 111 College Place, Syracuse, New York 13244-4100, United States.,Department of Biomedical and Chemical Engineering, Syracuse University , 329 Link Hall, Syracuse, New York 13244, United States
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61
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Kishor A, White EJF, Matsangos AE, Yan Z, Tandukar B, Wilson GM. Hsp70's RNA-binding and mRNA-stabilizing activities are independent of its protein chaperone functions. J Biol Chem 2017; 292:14122-14133. [PMID: 28679534 PMCID: PMC5572911 DOI: 10.1074/jbc.m117.785394] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 06/29/2017] [Indexed: 12/22/2022] Open
Abstract
Hsp70 is a protein chaperone that prevents protein aggregation and aids protein folding by binding to hydrophobic peptide domains through a reversible mechanism directed by an ATPase cycle. However, Hsp70 also binds U-rich RNA including some AU-rich elements (AREs) that regulate the decay kinetics of select mRNAs and has recently been shown to bind and stabilize some ARE-containing transcripts in cells. Previous studies indicated that both the ATP- and peptide-binding domains of Hsp70 contributed to the stability of Hsp70-RNA complexes and that ATP might inhibit RNA recruitment. This suggested the possibility that RNA binding by Hsp70 might mimic features of its peptide-directed chaperone activities. Here, using purified, cofactor-free preparations of recombinant human Hsp70 and quantitative biochemical approaches, we found that high-affinity RNA binding requires at least 30 nucleotides of RNA sequence but is independent of Hsp70's nucleotide-bound status, ATPase activity, or peptide-binding roles. Furthermore, although both the ATP- and peptide-binding domains of Hsp70 could form complexes with an ARE sequence from VEGFA mRNA in vitro, only the peptide-binding domain could recover cellular VEGFA mRNA in ribonucleoprotein immunoprecipitations. Finally, Hsp70-directed stabilization of VEGFA mRNA in cells was mediated exclusively by the protein's peptide-binding domain. Together, these findings indicate that the RNA-binding and mRNA-stabilizing functions of Hsp70 are independent of its protein chaperone cycle but also provide potential mechanical explanations for several well-established and recently discovered cytoprotective and RNA-based Hsp70 functions.
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Affiliation(s)
- Aparna Kishor
- From the Department of Biochemistry and Molecular Biology and Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201
| | - Elizabeth J F White
- From the Department of Biochemistry and Molecular Biology and Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201
| | - Aerielle E Matsangos
- From the Department of Biochemistry and Molecular Biology and Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201
| | - Zisui Yan
- From the Department of Biochemistry and Molecular Biology and Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201
| | - Bishal Tandukar
- From the Department of Biochemistry and Molecular Biology and Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201
| | - Gerald M Wilson
- From the Department of Biochemistry and Molecular Biology and Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201.
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62
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Huang M, Chen R, Ren G. Secretory expression and purification of Bacillus licheniformis keratinase in insect cells. PLoS One 2017; 12:e0183764. [PMID: 28832667 PMCID: PMC5568435 DOI: 10.1371/journal.pone.0183764] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 08/10/2017] [Indexed: 02/04/2023] Open
Abstract
The keratinase (kerA) gene from Bacillus licheniformis PWD-1 was expressed and purified in insect cells. First, the sequence encoding Ker-His-Flag was designed based on the amino acid sequence of the protein and peptide and codon optimization in order to ensure the high expression in insect cells. In the next step, the synthetic DNA was inserted into the pUC57 vector and then sub-cloned in the pFastBac™-1 donor vector by BamHI/HindIII restriction sites. The constructed vector was transformed to E. coli DH10Bac™ cell to generate recombinant bacmid carrying Ker-His-Flag. Recombinant viruses were produced by infecting insect Spodoptera frugiperda (Sf9) cells with bacmid DNA and used for proteins production. Target proteins were purified from the cell supernatants by Ni2+-NTA affinity chromatography and evaluated by sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) and western blot. The purified product contained two peptides with molecular weights of 38 kDa and 30 kDa and had an optimal pH and temperature at 8.0 and 45°C for keratinolytic activity, respectively. The final product had a specific activity of about 635 U/mg. In summary, we have demonstrated that the open reading frame containing recombinant Ker-His-Flag was expressed and secreted by leader peptide of mellittin from Apis mellitera in insect cells and affinity purification through 8His-Flag tag. It presents an alternative technology for producing keratinases. To our knowledge, it was the first report on the expression of functional keratinase from Bacillus licheniformis in insect cells system.
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Affiliation(s)
- Miaorong Huang
- Key Laboratory of Biotechnology and Drug Manufacture for Animal Epidemic Prevention, Ministry of Agriculture, Zhaoqing, China
- * E-mail:
| | - Ruiai Chen
- Key Laboratory of Biotechnology and Drug Manufacture for Animal Epidemic Prevention, Ministry of Agriculture, Zhaoqing, China
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Guangcai Ren
- Key Laboratory of Biotechnology and Drug Manufacture for Animal Epidemic Prevention, Ministry of Agriculture, Zhaoqing, China
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63
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Thyparambil AA, Abramyan TM, Bazin I, Guiseppi-Elie A. Site of Tagging Influences the Ochratoxin Recognition by Peptide NFO4: A Molecular Dynamics Study. J Chem Inf Model 2017; 57:2035-2044. [DOI: 10.1021/acs.jcim.7b00312] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Aby A. Thyparambil
- Center for Bioelectronics, Biosensors and Biochips (C3B), Texas A&M University, College Station, Texas 77843, United States
- Department of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Tigran M. Abramyan
- Computational Biophysics & Molecular Design, Center for Integrative Chemical Biology and Drug Discovery, Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599-7363, United States
| | - Ingrid Bazin
- LGEI,
L’Ecole des Mines d’Ales, Institut Mines Telecom, University of Montpellier, 6 Avenue de Clavieres, 30319 Ales cedex, France
| | - Anthony Guiseppi-Elie
- Center for Bioelectronics, Biosensors and Biochips (C3B), Texas A&M University, College Station, Texas 77843, United States
- Department of Biomedical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States
- LGEI,
L’Ecole des Mines d’Ales, Institut Mines Telecom, University of Montpellier, 6 Avenue de Clavieres, 30319 Ales cedex, France
- ABTECH Scientific, Inc., Biotechnology
Research Park, 800 East Leigh Street, Richmond, Virginia 23219, United States
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64
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Booth WT, Morris TL, Mysona DP, Shah MJ, Taylor LK, Karlin TW, Clary K, Majorek KA, Offermann LR, Chruszcz M. Streptococcus pyogenes quinolinate-salvage pathway-structural and functional studies of quinolinate phosphoribosyl transferase and NH 3 -dependent NAD + synthetase. FEBS J 2017; 284:2425-2441. [PMID: 28618168 PMCID: PMC5551413 DOI: 10.1111/febs.14136] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 05/08/2017] [Accepted: 06/12/2017] [Indexed: 11/27/2022]
Abstract
Streptococcus pyogenes, also known as Group A Strep (GAS), is an obligate human pathogen that is responsible for millions of infections and numerous deaths per year. Infection manifestations can range from simple, acute pharyngitis to more complex, necrotizing fasciitis. To date, most treatments for GAS infections involve the use of common antibiotics including tetracycline and clindamycin. Unfortunately, new strains have been identified that are resistant to these drugs, therefore, new targets must be identified to treat drug-resistant strains. This work is focused on the structural and functional characterization of three proteins: spNadC, spNadD, and spNadE. These enzymes are involved in the biosynthesis of nicotinamide adenine dinucleotide (NAD+ ). The structures of spNadC and spNadE were determined. SpNadC is suggested to play a role in GAS virulence, while spNadE, functions as an NAD synthetase and is considered to be a new drug target. Determination of the spNadE structure uncovered a putative, NH3 channel, which may provide insight into the mechanistic details of NH3 -dependent NAD+ synthetases in prokaryotes. ENZYMES Quinolinate phosphoribosyltransferase: EC2.4.2.19 and NAD synthetase: EC6.3.1.5. DATABASE Protein structures for spNadC, spNadCΔ69A , and spNadE are deposited into Protein Data Bank under the accession codes 5HUL, 5HUO & 5HUP, and 5HUH & 5HUJ, respectively.
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Affiliation(s)
- William T. Booth
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - Trevor L. Morris
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - David P. Mysona
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - Milan J. Shah
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - Linda K. Taylor
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - Taylor W. Karlin
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - Kathryn Clary
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
| | - Karolina A. Majorek
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908
| | - Lesa R. Offermann
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
- Department of Chemistry, Davidson College, Davidson, NC 28035
| | - Maksymilian Chruszcz
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, SC 29208
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65
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Reidl C, Majorek KA, Dang J, Tran D, Jew K, Law M, Payne Y, Minor W, Becker DP, Kuhn ML. Generating enzyme and radical-mediated bisubstrates as tools for investigating Gcn5-related N-acetyltransferases. FEBS Lett 2017; 591:2348-2361. [PMID: 28703494 PMCID: PMC5578807 DOI: 10.1002/1873-3468.12753] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 07/06/2017] [Accepted: 07/10/2017] [Indexed: 01/07/2023]
Abstract
Gcn5-related N-acetyltransferases (GNATs) are found in all kingdoms of life and catalyze important acyl transfer reactions in diverse cellular processes. While many 3D structures of GNATs have been determined, most do not contain acceptor substrates in their active sites. To expand upon existing crystallographic strategies for improving acceptor-bound GNAT structures, we synthesized peptide substrate analogs and reacted them with CoA in PA4794 protein crystals. We found two separate mechanisms for bisubstrate formation: (a) a novel X-ray induced radical-mediated alkylation of CoA with an alkene peptide and (b) direct alkylation of CoA with a halogenated peptide. Our approach is widely applicable across the GNAT superfamily and can be used to improve the success rate of obtaining liganded structures of other acyltransferases.
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Affiliation(s)
- Cory Reidl
- Loyola University Chicago, Department of Chemistry, 1032 W. Sheridan Rd., Chicago, IL 60660, USA
| | - Karolina A Majorek
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA
| | - Joseph Dang
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, CA 94132, USA
| | - David Tran
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, CA 94132, USA
| | - Kristen Jew
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, CA 94132, USA
| | - Melissa Law
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, CA 94132, USA
| | - Yasmine Payne
- Loyola University Chicago, Department of Chemistry, 1032 W. Sheridan Rd., Chicago, IL 60660, USA
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA
| | - Daniel P. Becker
- Loyola University Chicago, Department of Chemistry, 1032 W. Sheridan Rd., Chicago, IL 60660, USA,To whom correspondence may be addressed: Either Department of Chemistry and Biochemistry, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132. Tel.: 415-405-2112; or Department of Chemistry and Biochemistry, Loyola University Chicago, 1032 W. Sheridan Rd., Chicago, IL 60660, Tel.: 773-508-3089;
| | - Misty L. Kuhn
- Department of Chemistry and Biochemistry, San Francisco State University, San Francisco, CA 94132, USA,To whom correspondence may be addressed: Either Department of Chemistry and Biochemistry, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132. Tel.: 415-405-2112; or Department of Chemistry and Biochemistry, Loyola University Chicago, 1032 W. Sheridan Rd., Chicago, IL 60660, Tel.: 773-508-3089;
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66
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Expression, purification, and crystallization of type 1 isocitrate dehydrogenase from Trypanosoma brucei brucei. Protein Expr Purif 2017. [PMID: 28642005 DOI: 10.1016/j.pep.2017.06.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Isocitrate dehydrogenases (IDHs) are metabolic enzymes that catalyze the oxidative decarboxylation of isocitrate to α-ketoglutarate. Depending on the electron acceptor and subcellular localization, these enzymes are classified as NADP+-dependent IDH1 in the cytosol or peroxisomes, NADP+-dependent IDH2 and NAD+-dependent IDH3 in mitochondria. Trypanosoma brucei is a protozoan parasite that causes African sleeping sickness in humans and Nagana disease in animals. Here, for the first time, a putative glycosomal T. brucei type 1 IDH (TbIDH1) was expressed in Escherichia coli and purified for crystallographic study. Surprisingly, the putative NADP+-dependent TbIDH1 has higher activity with NAD+ compared with NADP+ as electron acceptor, a unique characteristic among known eukaryotic IDHs which encouraged us to crystallize TbIDH1 for future biochemical and structural studies. Methods of expression and purification of large amounts of recombinant TbIDH1 with improved solubility to facilitate protein crystallization are presented.
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67
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Zbacnik TJ, Holcomb RE, Katayama DS, Murphy BM, Payne RW, Coccaro RC, Evans GJ, Matsuura JE, Henry CS, Manning MC. Role of Buffers in Protein Formulations. J Pharm Sci 2016; 106:713-733. [PMID: 27894967 DOI: 10.1016/j.xphs.2016.11.014] [Citation(s) in RCA: 123] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Revised: 10/25/2016] [Accepted: 11/17/2016] [Indexed: 12/19/2022]
Abstract
Buffers comprise an integral component of protein formulations. Not only do they function to regulate shifts in pH, they also can stabilize proteins by a variety of mechanisms. The ability of buffers to stabilize therapeutic proteins whether in liquid formulations, frozen solutions, or the solid state is highlighted in this review. Addition of buffers can result in increased conformational stability of proteins, whether by ligand binding or by an excluded solute mechanism. In addition, they can alter the colloidal stability of proteins and modulate interfacial damage. Buffers can also lead to destabilization of proteins, and the stability of buffers themselves is presented. Furthermore, the potential safety and toxicity issues of buffers are discussed, with a special emphasis on the influence of buffers on the perceived pain upon injection. Finally, the interaction of buffers with other excipients is examined.
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Affiliation(s)
| | - Ryan E Holcomb
- LegacyBioDesign LLC, Johnstown, Colorado 80534; Department of Chemistry, Colorado State University, Fort Collins, Colorado 80523
| | - Derrick S Katayama
- LegacyBioDesign LLC, Johnstown, Colorado 80534; Department of Chemistry, Colorado State University, Fort Collins, Colorado 80523
| | - Brian M Murphy
- LegacyBioDesign LLC, Johnstown, Colorado 80534; Department of Chemistry, Colorado State University, Fort Collins, Colorado 80523
| | - Robert W Payne
- LegacyBioDesign LLC, Johnstown, Colorado 80534; Department of Chemistry, Colorado State University, Fort Collins, Colorado 80523
| | | | | | | | - Charles S Henry
- Department of Chemistry, Colorado State University, Fort Collins, Colorado 80523
| | - Mark Cornell Manning
- LegacyBioDesign LLC, Johnstown, Colorado 80534; Department of Chemistry, Colorado State University, Fort Collins, Colorado 80523.
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68
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Buchholz PCF, Vogel C, Reusch W, Pohl M, Rother D, Spieß AC, Pleiss J. BioCatNet: A Database System for the Integration of Enzyme Sequences and Biocatalytic Experiments. Chembiochem 2016; 17:2093-2098. [DOI: 10.1002/cbic.201600462] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Indexed: 12/12/2022]
Affiliation(s)
- Patrick C. F. Buchholz
- Institute of Technical Biochemistry; University of Stuttgart; Allmandring 31 70569 Stuttgart Germany
| | - Constantin Vogel
- Institute of Technical Biochemistry; University of Stuttgart; Allmandring 31 70569 Stuttgart Germany
| | - Waldemar Reusch
- Institute of Technical Biochemistry; University of Stuttgart; Allmandring 31 70569 Stuttgart Germany
| | - Martina Pohl
- IBG-1: Biotechnology; Forschungszentrum Jülich GmbH; 52425 Jülich Germany
| | - Dörte Rother
- IBG-1: Biotechnology; Forschungszentrum Jülich GmbH; 52425 Jülich Germany
| | - Antje C. Spieß
- Institute of Biochemical Engineering; Technical University of Braunschweig; Rebenring 56 38106 Braunschweig Germany
- RWTH Aachen University; AVT.EPT; Worringerweg 1 52074 Aachen Germany
| | - Jürgen Pleiss
- Institute of Technical Biochemistry; University of Stuttgart; Allmandring 31 70569 Stuttgart Germany
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69
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Bulut D, Duangdee N, Gröger H, Berkessel A, Hummel W. Screening, Molecular Cloning, and Biochemical Characterization of an Alcohol Dehydrogenase from Pichia pastoris Useful for the Kinetic Resolution of a Racemic β-Hydroxy-β-trifluoromethyl Ketone. Chembiochem 2016; 17:1349-58. [PMID: 27123855 DOI: 10.1002/cbic.201600101] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Indexed: 12/28/2022]
Abstract
The stereoselective synthesis of chiral 1,3-diols with the aid of biocatalysts is an attractive tool in organic chemistry. Besides the reduction of diketones, an alternative approach consists of the stereoselective reduction of β-hydroxy ketones (aldols). Thus, we screened for an alcohol dehydrogenase (ADH) that would selectively reduce a β-hydroxy-β-trifluoromethyl ketone. One potential starting material for this process is readily available by aldol addition of acetone to 2,2,2-trifluoroacetophenone. Over 200 strains were screened, and only a few yeast strains showed stereoselective reduction activities. The enzyme responsible for the reduction of the β-hydroxy-β-trifluoromethyl ketone was identified after purification and subsequent MALDI-TOF mass spectrometric analysis. As a result, a new NADP(+) -dependent ADH from Pichia pastoris (PPADH) was identified and confirmed to be capable of stereospecific and diastereoselective reduction of the β-hydroxy-β-trifluoromethyl ketone to its corresponding 1,3-diol. The gene encoding PPADH was cloned and heterologously expressed in Escherichia coli BL21(DE3). To determine the influence of an N- or C-terminal His-tag fusion, three different recombinant plasmids were constructed. Interestingly, the variant with the N-terminal His-tag showed the highest activity; consequently, this variant was purified and characterized. Kinetic parameters and the dependency of activity on pH and temperature were determined. PPADH shows a substrate preference for the reduction of linear and branched aliphatic aldehydes. Surprisingly, the enzyme shows no comparable activity towards ketones other than the β-hydroxy-β-trifluoromethyl ketone.
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Affiliation(s)
- Dalia Bulut
- Institute of Molecular Enzyme Technology, Heinrich Heine University of Düsseldorf, Research Centre Jülich, Wilhelm-Johnen-Strasse, 52426, Jülich, Germany.,Faculty of Chemistry, Bielefeld University, Universitätsstrasse 25, 33615, Bielefeld, Germany
| | - Nongnaphat Duangdee
- Department of Chemistry, Cologne University, Greinstrasse 4, 50939, Köln, Germany
| | - Harald Gröger
- Faculty of Chemistry, Bielefeld University, Universitätsstrasse 25, 33615, Bielefeld, Germany
| | - Albrecht Berkessel
- Department of Chemistry, Cologne University, Greinstrasse 4, 50939, Köln, Germany
| | - Werner Hummel
- Institute of Molecular Enzyme Technology, Heinrich Heine University of Düsseldorf, Research Centre Jülich, Wilhelm-Johnen-Strasse, 52426, Jülich, Germany. .,Faculty of Chemistry, Bielefeld University, Universitätsstrasse 25, 33615, Bielefeld, Germany.
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70
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Niedzialkowska E, Gasiorowska O, Handing KB, Majorek KA, Porebski PJ, Shabalin IG, Zasadzinska E, Cymborowski M, Minor W. Protein purification and crystallization artifacts: The tale usually not told. Protein Sci 2016; 25:720-33. [PMID: 26660914 PMCID: PMC4815408 DOI: 10.1002/pro.2861] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 12/02/2015] [Accepted: 12/02/2015] [Indexed: 01/07/2023]
Abstract
The misidentification of a protein sample, or contamination of a sample with the wrong protein, may be a potential reason for the non-reproducibility of experiments. This problem may occur in the process of heterologous overexpression and purification of recombinant proteins, as well as purification of proteins from natural sources. If the contaminated or misidentified sample is used for crystallization, in many cases the problem may not be detected until structures are determined. In the case of functional studies, the problem may not be detected for years. Here several procedures that can be successfully used for the identification of crystallized protein contaminants, including: (i) a lattice parameter search against known structures, (ii) sequence or fold identification from partially built models, and (iii) molecular replacement with common contaminants as search templates have been presented. A list of common contaminant structures to be used as alternative search models was provided. These methods were used to identify four cases of purification and crystallization artifacts. This report provides troubleshooting pointers for researchers facing difficulties in phasing or model building.
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Affiliation(s)
- Ewa Niedzialkowska
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Jerzy Haber Institute of Catalysis and Surface ChemistryPolish Academy of SciencesNiezapominajek 8Krakow30‐239Poland
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
| | - Olga Gasiorowska
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
| | - Katarzyna B. Handing
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
| | - Karolina A. Majorek
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
- Center for Structural Genomics of Infectious Diseases (CSGID)ChicagoIllinois60611
| | - Przemyslaw J. Porebski
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
| | - Ivan G. Shabalin
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
- Center for Structural Genomics of Infectious Diseases (CSGID)ChicagoIllinois60611
- New York Structural Genomics Research Consortium (NYSGRC)BronxNew York10461
| | - Ewelina Zasadzinska
- Department of Biochemistry and Molecular GeneticsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 6044CharlottesvilleVirginia22908
| | - Marcin Cymborowski
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
| | - Wladek Minor
- Department of Molecular Physiology and Biological PhysicsUniversity of Virginia School of Medicine1340 Jefferson Park Avenue, Jordan Hall, Room 4223CharlottesvilleVirginia22908
- Midwest Center for Structural Genomics (MCSG)ArgonneIllinois60439
- Center for Structural Genomics of Infectious Diseases (CSGID)ChicagoIllinois60611
- New York Structural Genomics Research Consortium (NYSGRC)BronxNew York10461
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Minor W, Dauter Z, Jaskolski M. The young person's guide to the PDB. Postepy Biochem 2016; 62:242-249. [PMID: 28132477 PMCID: PMC5610703 DOI: 10.18388/pb.2016_1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2016] [Accepted: 07/06/2016] [Indexed: 06/06/2023]
Abstract
The Protein Data Bank (PDB), created in 1971 when merely seven protein crystal structures were known, today holds over 120, 000 experimentally-determined three-dimensional models of macromolecules, including gigantic structures comprised of hundreds of thousands of atoms, such as ribosomes and viruses. Most of the deposits come from X-ray crystallography experiments, with important contributions also made by NMR spectroscopy and, recently, by the fast growing Cryo-Electron Microscopy. Although the determination of a macromolecular crystal structure is now facilitated by advanced experimental tools and by sophisticated software, it is still a highly complicated research process requiring specialized training, skill, experience and a bit of luck. Understanding the plethora of structural information provided by the PDB requires that its users (consumers) have at least a rudimentary initiation. This is the purpose of this educational overview.
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Affiliation(s)
- Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA
| | - Zbigniew Dauter
- Macromolecular Crystallography Laboratory, National Cancer Institute, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Mariusz Jaskolski
- Department of Crystallography, Faculty of Chemistry, A. Mickiewicz University, Poznan, Poland
- Center for Biocrystallographic Research, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
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72
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Zheng H, Handing KB, Zimmerman MD, Shabalin IG, Almo SC, Minor W. X-ray crystallography over the past decade for novel drug discovery - where are we heading next? Expert Opin Drug Discov 2015; 10:975-89. [PMID: 26177814 DOI: 10.1517/17460441.2015.1061991] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Macromolecular X-ray crystallography has been the primary methodology for determining the three-dimensional structures of proteins, nucleic acids and viruses. Structural information has paved the way for structure-guided drug discovery and laid the foundations for structural bioinformatics. However, X-ray crystallography still has a few fundamental limitations, some of which may be overcome and complemented using emerging methods and technologies in other areas of structural biology. AREAS COVERED This review describes how structural knowledge gained from X-ray crystallography has been used to advance other biophysical methods for structure determination (and vice versa). This article also covers current practices for integrating data generated by other biochemical and biophysical methods with those obtained from X-ray crystallography. Finally, the authors articulate their vision about how a combination of structural and biochemical/biophysical methods may improve our understanding of biological processes and interactions. EXPERT OPINION X-ray crystallography has been, and will continue to serve as, the central source of experimental structural biology data used in the discovery of new drugs. However, other structural biology techniques are useful not only to overcome the major limitation of X-ray crystallography, but also to provide complementary structural data that is useful in drug discovery. The use of recent advancements in biochemical, spectroscopy and bioinformatics methods may revolutionize drug discovery, albeit only when these data are combined and analyzed with effective data management systems. Accurate and complete data management is crucial for developing experimental procedures that are robust and reproducible.
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Affiliation(s)
- Heping Zheng
- University of Virginia, Department of Molecular Physiology and Biological Physics , 1340 Jefferson Park Avenue, Charlottesville, VA 22908 , USA +1 434 243 6865 ; +1 434 243 2981 ;
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73
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Sanchez-Sandoval E, Diaz-Quezada C, Velazquez G, Arroyo-Navarro LF, Almanza-Martinez N, Trasviña-Arenas CH, Brieba LG. Yeast mitochondrial RNA polymerase primes mitochondrial DNA polymerase at origins of replication and promoter sequences. Mitochondrion 2015; 24:22-31. [PMID: 26184436 DOI: 10.1016/j.mito.2015.06.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 06/22/2015] [Accepted: 06/23/2015] [Indexed: 11/15/2022]
Abstract
Three proteins phylogenetically grouped with proteins from the T7 replisome localize to yeast mitochondria: DNA polymerase γ (Mip1), mitochondrial RNA polymerase (Rpo41), and a single-stranded binding protein (Rim1). Human and T7 bacteriophage RNA polymerases synthesize primers for their corresponding DNA polymerases. In contrast, DNA replication in yeast mitochondria is explained by two models: a transcription-dependent model in which Rpo41 primes Mip1 and a model in which double stranded breaks create free 3' OHs that are extended by Mip1. Herein we found that Rpo41 transcribes RNAs that can be extended by Mip1 on single and double-stranded DNA. In contrast to human mitochondrial RNA polymerase, which primes DNA polymerase γ using transcripts from the light-strand and heavy-strand origins of replication, Rpo41 primes Mip1 at replication origins and promoter sequences in vitro. Our results suggest that in ori1, short transcripts serve as primers, whereas in ori5 an RNA transcript longer than 29 nucleotides is used as primer.
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Affiliation(s)
- Eugenia Sanchez-Sandoval
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico
| | - Corina Diaz-Quezada
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico
| | - Gilberto Velazquez
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico
| | - Luis F Arroyo-Navarro
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico
| | - Norineli Almanza-Martinez
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico
| | - Carlos H Trasviña-Arenas
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico
| | - Luis G Brieba
- Laboratorio Nacional de Genómica para la Biodiversidad, Centro de Investigación y de Estudios Avanzados del IPN, Apartado Postal 629, CP 36500 Irapuato, Guanajuato, Mexico.
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Halavaty AS, Rich RL, Chen C, Joo JC, Minasov G, Dubrovska I, Winsor JR, Myszka DG, Duban M, Shuvalova L, Yakunin AF, Anderson WF. Structural and functional analysis of betaine aldehyde dehydrogenase from Staphylococcus aureus. ACTA CRYSTALLOGRAPHICA. SECTION D, BIOLOGICAL CRYSTALLOGRAPHY 2015; 71:1159-75. [PMID: 25945581 PMCID: PMC4427200 DOI: 10.1107/s1399004715004228] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 03/01/2015] [Indexed: 02/02/2023]
Abstract
When exposed to high osmolarity, methicillin-resistant Staphylococcus aureus (MRSA) restores its growth and establishes a new steady state by accumulating the osmoprotectant metabolite betaine. Effective osmoregulation has also been implicated in the acquirement of a profound antibiotic resistance by MRSA. Betaine can be obtained from the bacterial habitat or produced intracellularly from choline via the toxic betaine aldehyde (BA) employing the choline dehydrogenase and betaine aldehyde dehydrogenase (BADH) enzymes. Here, it is shown that the putative betaine aldehyde dehydrogenase SACOL2628 from the early MRSA isolate COL (SaBADH) utilizes betaine aldehyde as the primary substrate and nicotinamide adenine dinucleotide (NAD(+)) as the cofactor. Surface plasmon resonance experiments revealed that the affinity of NAD(+), NADH and BA for SaBADH is affected by temperature, pH and buffer composition. Five crystal structures of the wild type and three structures of the Gly234Ser mutant of SaBADH in the apo and holo forms provide details of the molecular mechanisms of activity and substrate specificity/inhibition of this enzyme.
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Affiliation(s)
- Andrei S. Halavaty
- Department of Biochemistry and Molecular Genetics, Northwestern University, 303 East Chicago Avenue, Chicago, IL 60611, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
| | | | - Chao Chen
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, Ontario M5S 3E5, Canada
| | - Jeong Chan Joo
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, Ontario M5S 3E5, Canada
| | - George Minasov
- Department of Biochemistry and Molecular Genetics, Northwestern University, 303 East Chicago Avenue, Chicago, IL 60611, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
| | - Ievgeniia Dubrovska
- Department of Biochemistry and Molecular Genetics, Northwestern University, 303 East Chicago Avenue, Chicago, IL 60611, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
| | - James R. Winsor
- Department of Biochemistry and Molecular Genetics, Northwestern University, 303 East Chicago Avenue, Chicago, IL 60611, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
| | | | - Mark Duban
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
| | - Ludmilla Shuvalova
- Department of Biochemistry and Molecular Genetics, Northwestern University, 303 East Chicago Avenue, Chicago, IL 60611, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
| | - Alexander F. Yakunin
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, Ontario M5S 3E5, Canada
| | - Wayne F. Anderson
- Department of Biochemistry and Molecular Genetics, Northwestern University, 303 East Chicago Avenue, Chicago, IL 60611, USA
- Center for Structural Genomics of Infectious Diseases (CSGID), Chicago, IL 60611, USA
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75
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Kittur FS, Lalgondar M, Hung CY, Sane DC, Xie J. C-Terminally fused affinity Strep-tag II is removed by proteolysis from recombinant human erythropoietin expressed in transgenic tobacco plants. PLANT CELL REPORTS 2015; 34:507-16. [PMID: 25504272 PMCID: PMC4329255 DOI: 10.1007/s00299-014-1730-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Revised: 12/03/2014] [Accepted: 12/05/2014] [Indexed: 06/04/2023]
Abstract
KEY MESSAGE C -terminally fused Strep -tag II is removed from rhuEPO expressed in tobacco plants. The finding suggests that direct fusion of purification tags at the C -terminus of rhuEPO should be avoided. Asialo-erythropoietin (asialo-EPO), a desialylated form of EPO, is a potent tissue-protective agent. Recently, we and others have exploited a low-cost plant-based expression system to produce recombinant human asialo-EPO (asialo-rhuEPO(P)). To facilitate purification from plant extracts, Strep-tag II was engineered at the C-terminus of EPO. Although asialo-rhuEPO(P) was efficiently expressed in transgenic tobacco plants, affinity purification based on Strep -tag II did not result in the recovery of the protein. In this study, we investigated the stability of Strep-tag II tagged asialo-rhuEPO(P) expressed in tobacco plants to understand whether this fused tag is cleaved or inaccessible. Sequencing RT-PCR products confirmed that fused DNA sequences encoding Strep-tag II were properly transcribed, and three-dimensional protein structure model revealed that the tag must be fully accessible. However, Western blot analysis of leaf extracts and purified asialo-rhuEPO(P) revealed that the Strep-tag II was absent on the protein. Additionally, no peptide fragment containing Strep-tag II was identified in the LC-MS/MS analysis of purified protein further supporting that the affinity tag was absent on asialo-rhuEPO(P). However, Strep-tag II was detected on asialo-rhuEPO(P) that was retained in the endoplasmic reticulum, suggesting that the Strep-tag II is removed during protein secretion or extraction. These findings together with recent reports that C-terminally fused Strep-tag II or IgG Fc domain are also removed from EPO in tobacco plants, suggest that its C-terminus may be highly susceptible to proteolysis in tobacco plants. Therefore, direct fusion of purification tags at the C-terminus of EPO should be avoided while expressing it in tobacco plants.
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Affiliation(s)
- Farooqahmed S. Kittur
- Department of Pharmaceutical Sciences, Biomanufacturing Research Institute & Technology Enterprise, North Carolina Central University, Durham, NC 27707, USA
| | - Mallikarjun Lalgondar
- Center for Agribusiness Excellence, Tarleton State University, Stephenville, TX 76402, USA
| | - Chiu-Yueh Hung
- Department of Pharmaceutical Sciences, Biomanufacturing Research Institute & Technology Enterprise, North Carolina Central University, Durham, NC 27707, USA
| | - David C. Sane
- Carilion Clinic and Virginia Tech Carilion School of Medicine, Roanoke VA 24014, USA
| | - Jiahua Xie
- Department of Pharmaceutical Sciences, Biomanufacturing Research Institute & Technology Enterprise, North Carolina Central University, Durham, NC 27707, USA. 1801 Fayetteville Street, Department of Pharmaceutical Sciences, Biomanufacturing Research Institute & Technology Enterprise, North Carolina Central University, Durham, NC 27707, USA; Phone:+1 919 530 6705; Fax: +1 919 530 6600
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76
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Filippova EV, Kuhn ML, Osipiuk J, Kiryukhina O, Joachimiak A, Ballicora MA, Anderson WF. A novel polyamine allosteric site of SpeG from Vibrio cholerae is revealed by its dodecameric structure. J Mol Biol 2015; 427:1316-1334. [PMID: 25623305 DOI: 10.1016/j.jmb.2015.01.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 01/08/2015] [Accepted: 01/12/2015] [Indexed: 01/20/2023]
Abstract
Spermidine N-acetyltransferase, encoded by the gene speG, catalyzes the initial step in the degradation of polyamines and is a critical enzyme for determining the polyamine concentrations in bacteria. In Escherichia coli, studies have shown that SpeG is the enzyme responsible for acetylating spermidine under stress conditions and for preventing spermidine toxicity. Not all bacteria contain speG, and many bacterial pathogens have developed strategies to either acquire or silence it for pathogenesis. Here, we present thorough kinetic analyses combined with structural characterization of the VCA0947 SpeG enzyme from the important human pathogen Vibrio cholerae. Our studies revealed the unexpected presence of a previously unknown allosteric site and an unusual dodecameric structure for a member of the Gcn5-related N-acetyltransferase superfamily. We show that SpeG forms dodecamers in solution and in crystals and describe its three-dimensional structure in several ligand-free and liganded structures. Importantly, these structural data define the first view of a polyamine bound in an allosteric site of an N-acetyltransferase. Kinetic characterization of SpeG from V. cholerae showed that it acetylates spermidine and spermine. The behavior of this enzyme is complex and exhibits sigmoidal curves and substrate inhibition. We performed a detailed non-linear regression kinetic analysis to simultaneously fit families of substrate saturation curves to uncover a simple kinetic mechanism that explains the apparent complexity of this enzyme. Our results provide a fundamental understanding of the bacterial SpeG enzyme, which will be key toward understanding the regulation of polyamine levels in bacteria during pathogenesis.
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Affiliation(s)
- Ekaterina V Filippova
- Center for Structural Genomics of Infectious Diseases, Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Misty L Kuhn
- Center for Structural Genomics of Infectious Diseases, Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Jerzy Osipiuk
- Biosciences Division, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Olga Kiryukhina
- Center for Structural Genomics of Infectious Diseases, Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Andrzej Joachimiak
- Biosciences Division, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Miguel A Ballicora
- Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, IL 60626, USA
| | - Wayne F Anderson
- Center for Structural Genomics of Infectious Diseases, Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
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77
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Gray A, Harlen OG, Harris SA, Khalid S, Leung YM, Lonsdale R, Mulholland AJ, Pearson AR, Read DJ, Richardson RA. In pursuit of an accurate spatial and temporal model of biomolecules at the atomistic level: a perspective on computer simulation. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2015; 71:162-72. [PMID: 25615870 PMCID: PMC4304696 DOI: 10.1107/s1399004714026777] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 12/05/2014] [Indexed: 11/15/2022]
Abstract
Despite huge advances in the computational techniques available for simulating biomolecules at the quantum-mechanical, atomistic and coarse-grained levels, there is still a widespread perception amongst the experimental community that these calculations are highly specialist and are not generally applicable by researchers outside the theoretical community. In this article, the successes and limitations of biomolecular simulation and the further developments that are likely in the near future are discussed. A brief overview is also provided of the experimental biophysical methods that are commonly used to probe biomolecular structure and dynamics, and the accuracy of the information that can be obtained from each is compared with that from modelling. It is concluded that progress towards an accurate spatial and temporal model of biomacromolecules requires a combination of all of these biophysical techniques, both experimental and computational.
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Affiliation(s)
- Alan Gray
- The Edinburgh Parallel Computing Centre, The University of Edinburgh, Edinburgh EH9 3JZ, Scotland
| | - Oliver G. Harlen
- School of Mathematics, University of Leeds, Leeds LS2 9JT, England
| | - Sarah A. Harris
- School of Physics and Astronomy, University of Leeds, Leeds LS2 9JT, England
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, England
- Correspondence e-mail:
| | - Syma Khalid
- Faculty of Natural and Environmental Sciences, University of Southampton, Southampton SO17 1BJ, England
| | - Yuk Ming Leung
- Faculty of Natural and Environmental Sciences, University of Southampton, Southampton SO17 1BJ, England
| | - Richard Lonsdale
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1, 45470 Mülheim an der Ruhr, Germany
- Department of Chemistry, Philipps-Universität Marburg, Hans-Meerwein Strasse, 35032 Marburg, Germany
| | - Adrian J. Mulholland
- Centre for Computational Chemistry, University of Bristol, Bristol BS8 1TS, England
| | - Arwen R. Pearson
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, England
- Hamburg Centre for Ultrafast Imaging, University of Hamburg, Hamburg, Germany
| | - Daniel J. Read
- School of Mathematics, University of Leeds, Leeds LS2 9JT, England
| | - Robin A. Richardson
- School of Physics and Astronomy, University of Leeds, Leeds LS2 9JT, England
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78
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Berman HM, Gabanyi MJ, Groom CR, Johnson JE, Murshudov GN, Nicholls RA, Reddy V, Schwede T, Zimmerman MD, Westbrook J, Minor W. Data to knowledge: how to get meaning from your result. IUCRJ 2015; 2:45-58. [PMID: 25610627 PMCID: PMC4285880 DOI: 10.1107/s2052252514023306] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 10/22/2014] [Indexed: 05/19/2023]
Abstract
Structural and functional studies require the development of sophisticated 'Big Data' technologies and software to increase the knowledge derived and ensure reproducibility of the data. This paper presents summaries of the Structural Biology Knowledge Base, the VIPERdb Virus Structure Database, evaluation of homology modeling by the Protein Model Portal, the ProSMART tool for conformation-independent structure comparison, the LabDB 'super' laboratory information management system and the Cambridge Structural Database. These techniques and technologies represent important tools for the transformation of crystallographic data into knowledge and information, in an effort to address the problem of non-reproducibility of experimental results.
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Affiliation(s)
- Helen M. Berman
- Center for Integrative Proteomics Research, Department of Chemistry and Chemical Biology, Rutgers, State University of New Jersey, Piscataway, NJ 08854, USA
| | - Margaret J. Gabanyi
- Center for Integrative Proteomics Research, Department of Chemistry and Chemical Biology, Rutgers, State University of New Jersey, Piscataway, NJ 08854, USA
| | - Colin R. Groom
- Cambridge Crystallographic Data Centre, 12 Union Road, Cambridge CB2 1EZ, England
| | - John E. Johnson
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA 92037, USA
| | - Garib N. Murshudov
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge Biomedical Campus, Cambridge CB2 0QH, England
| | - Robert A. Nicholls
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge Biomedical Campus, Cambridge CB2 0QH, England
| | - Vijay Reddy
- Department of Integrative Structural and Computational Biology, Scripps Research Institute, La Jolla, CA 92037, USA
| | - Torsten Schwede
- Biozentrum, University of Basel, Klingelbergstrasse 50-70, 4056 Basel, Switzerland
- SIB-Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Matthew D. Zimmerman
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA
| | - John Westbrook
- Center for Integrative Proteomics Research, Department of Chemistry and Chemical Biology, Rutgers, State University of New Jersey, Piscataway, NJ 08854, USA
| | - Wladek Minor
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA
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