1
|
Guo C, Whitehead RD, Struppe J, Porat-Dahlerbruch G, Hassan A, Gronenborn AM, Alexandrescu AT, Teschke CM, Polenova T. Structural Model of Bacteriophage P22 Scaffolding Protein in a Procapsid by Magic-Angle Spinning NMR. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.01.621488. [PMID: 39554170 PMCID: PMC11565965 DOI: 10.1101/2024.11.01.621488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Icosahedral dsDNA viruses such as the tailed bacteriophages and herpesviruses have a conserved pathway to virion assembly that is initiated from a scaffolding protein driven procapsid formation. The dsDNA is actively packaged into procapsids, which undergo complex maturation reactions to form infectious virions. In bacteriophage P22, scaffolding protein (SP) directs the assembly of coat proteins into procapsids that have a T=7 icosahedral arrangement, en route to the formation of the mature P22 capsid. Other than the C-terminal helix-turn-helix involved in interaction with coat protein, the structure of the P22 303 amino acid scaffolding protein within the procapsid is not understood. Here, we present a structural model of P22 scaffolding protein encapsulated within the 23 MDa procapsid determined by magic angle spinning NMR spectroscopy. We took advantage of the 10-fold sensitivity gains afforded by the novel CPMAS CryoProbe to establish the secondary structure of P22 scaffolding protein and employed 19F MAS NMR experiments to probe its oligomeric state in the procapsid. Our results indicate that the scaffolding protein has both α-helical and disordered segments and forms a trimer of dimers when bound to the procapsid lattice. This work provides the first structural information for P22 SP beyond the C-terminal helix-turn-helix and demonstrates the power of MAS NMR to understand higher-order viral protein assemblies involving structural components that are inaccessible to other structural biology techniques.
Collapse
Affiliation(s)
- Changmiao Guo
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware 19716, United States
| | - Richard D. Whitehead
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, United States
| | - Jochem Struppe
- Bruker BioSpin Corporation, 15 Fortune Drive, Billerica, MA 01821, United States
| | - Gal Porat-Dahlerbruch
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware 19716, United States
| | - Alia Hassan
- Bruker BioSpin Corporation, 8117 Fällanden, Switzerland
| | - Angela M. Gronenborn
- Department of Structural Biology, University of Pittsburgh School of Medicine, 3501 Fifth Avenue, Pittsburgh PA 15261, United States
| | - Andrei T. Alexandrescu
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, United States
| | - Carolyn M. Teschke
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, United States
- Department of Chemistry, University of Connecticut, Storrs, CT 06269, United States
| | - Tatyana Polenova
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware 19716, United States
| |
Collapse
|
2
|
Oltrogge LM, Chen AW, Chaijarasphong T, Turnšek JB, Savage DF. α-Carboxysome Size Is Controlled by the Disordered Scaffold Protein CsoS2. Biochemistry 2024; 63:219-229. [PMID: 38085650 PMCID: PMC10795168 DOI: 10.1021/acs.biochem.3c00403] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 11/16/2023] [Accepted: 11/17/2023] [Indexed: 01/17/2024]
Abstract
Carboxysomes are protein microcompartments that function in the bacterial CO2 concentrating mechanism (CCM) to facilitate CO2 assimilation. To do so, carboxysomes assemble from thousands of constituent proteins into an icosahedral shell, which encapsulates the enzymes Rubisco and carbonic anhydrase to form structures typically > 100 nm and > 300 megadaltons. Although many of the protein interactions driving the assembly process have been determined, it remains unknown how size and composition are precisely controlled. Here, we show that the size of α-carboxysomes is controlled by the disordered scaffolding protein CsoS2. CsoS2 contains two classes of related peptide repeats that bind to the shell in a distinct fashion, and our data indicate that size is controlled by the relative number of these interactions. We propose an energetic and structural model wherein the two repeat classes bind at the junction of shell hexamers but differ in their preferences for the shell contact angles, and thus the local curvature. In total, this model suggests that a set of specific and repeated interactions between CsoS2 and shell proteins collectively achieve the large size and monodispersity of α-carboxysomes.
Collapse
Affiliation(s)
- Luke M. Oltrogge
- Department
of Molecular and Cell Biology, University
of California, Berkeley, California 94720, United States
- Howard
Hughes Medical Institute, University of California, Berkeley, California 94720, United States
| | - Allen W. Chen
- Department
of Chemistry, University of California, Berkeley, California 94720, United States
| | | | - Julia B. Turnšek
- Department
of Molecular and Cell Biology, University
of California, Berkeley, California 94720, United States
| | - David F. Savage
- Department
of Molecular and Cell Biology, University
of California, Berkeley, California 94720, United States
- Howard
Hughes Medical Institute, University of California, Berkeley, California 94720, United States
- Innovative
Genomics Institute, University of California, Berkeley, California 94720, United States
| |
Collapse
|
3
|
Kraj P, Hewagama ND, Douglas T. Diffusion and molecular partitioning in hierarchically complex virus-like particles. Virology 2023; 580:50-60. [PMID: 36764014 DOI: 10.1016/j.virol.2023.01.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 01/09/2023] [Accepted: 01/12/2023] [Indexed: 01/22/2023]
Abstract
Viruses are diverse infectious agents found in virtually every type of natural environment. Due to the range of conditions in which viruses have evolved, they exhibit a wide range of structure and function which has been exploited for biotechnology. The self-assembly process of virus-like particles (VLPs), derived from structural virus components, allows for the assembly of a hierarchy of materials. Because VLPs are robust in both their assembly and the final product, functionality can be incorporated through design of their building blocks or chemical modification after their synthesis and assembly. In particular, encapsulation of active enzymes inside VLP results in macromolecular concentration approximating that of cells, introducing excluded volume effects on encapsulated cargo which are not present in traditional experiments done on dilute proteins. This work reviews the hierarchical assembly of VLPs, experiments investigating diffusion in VLP systems, and methods for partitioning of chemical species in VLPs as functional biomaterials.
Collapse
Affiliation(s)
- Pawel Kraj
- Department of Chemistry, Indiana University, 800 E Kirkwood Ave., Bloomington, IN, 47405, USA
| | - Nathasha D Hewagama
- Department of Chemistry, Indiana University, 800 E Kirkwood Ave., Bloomington, IN, 47405, USA
| | - Trevor Douglas
- Department of Chemistry, Indiana University, 800 E Kirkwood Ave., Bloomington, IN, 47405, USA.
| |
Collapse
|
4
|
Davis CR, Backos D, Morais MC, Churchill MEA, Catalano CE. Characterization of a Primordial Major Capsid-Scaffolding Protein Complex in Icosahedral Virus Shell Assembly. J Mol Biol 2022; 434:167719. [PMID: 35820453 DOI: 10.1016/j.jmb.2022.167719] [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: 02/26/2022] [Revised: 06/07/2022] [Accepted: 07/06/2022] [Indexed: 12/15/2022]
Abstract
Capsid assembly pathways are strongly conserved in the complex dsDNA viruses, where major capsid proteins (MCP) self-assemble into icosahedral procapsid shells, chaperoned by a scaffolding protein. Without a scaffold, the capsid proteins aggregate and form aberrant structures. This, coupled with the rapid co-polymerization of MCP and scaffolding proteins, has thwarted characterization of the earliest steps in shell assembly. Here we interrogate the structure and biophysical properties of a soluble, assembly-deficient phage lambda major capsid protein, MCP(W308A). The mutant protein is folded, soluble to high concentrations and binds to the scaffolding protein in an apparent SP2:MCP(W308A)1 stoichiometry but does not assemble beyond this initiating complex. The MCP(W308A) crystal structure was solved to 2.7 Å revealing the canonical HK97 fold in a "pre-assembly" conformation featuring the conserved N-arm and E-loops folded into the body of the protein. Structural, biophysical and computational analyses suggest that MCP(W308A) is thermodynamically trapped in this pre-assembly conformation precluding self-association interactions required for shell assembly. A model is described wherein dynamic interactions between MCP proteins play an essential role in high fidelity viral shell assembly. Scaffold-chaperoned MCP polymerization is a strongly conserved process in all the large dsDNA viruses and our results provide insight into this primordial complex in solution and have broad biological significance in our understanding of virus assembly mechanisms.
Collapse
Affiliation(s)
- Christal R Davis
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Donald Backos
- Department of Pharmaceutical Chemistry, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Marc C Morais
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX, USA
| | - Mair E A Churchill
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Carlos E Catalano
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Pharmaceutical Chemistry, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
| |
Collapse
|
5
|
McClary WD, Catala A, Zhang W, Gamboni F, Dzieciatkowska M, Sidhu SS, D'Alessandro A, Catalano CE. A Designer Nanoparticle Platform for Controlled Intracellular Delivery of Bioactive Macromolecules: Inhibition of Ubiquitin-Specific Protease 7 in Breast Cancer Cells. ACS Chem Biol 2022; 17:1853-1865. [PMID: 35796308 DOI: 10.1021/acschembio.2c00256] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Biological therapeutics represent an increasing and critical component of newly approved drugs; however, the inability to deliver biologics intracellularly in a controlled manner remains a major limitation. We have developed a semi-synthetic, tunable phage-like particle (PLP) platform derived from bacteriophage λ. The shell surface can be decorated with small-molecule, biological and synthetic moieties, alone or in combination and in defined ratios. Here, we demonstrate that the platform can be used to deliver biological macromolecules intracellularly and in a controlled manner. Ubiquitin-specific protease 7 (USP7) is a deubiquitinating enzyme that has been widely recognized as an ideal target for the treatment of a variety of cancers. Recently, UbV.7.2, a novel biologic derived from the ubiquitin scaffold, was developed for inhibition of USP7, but issues remain in achieving efficient and controlled intracellular delivery of the biologic. We have shown that decoration of PLPs with trastuzumab (Trz), a HER2-targeted therapeutic used in the treatment of various cancers, results in specific targeting and uptake of Trz-PLPs into HER2-overexpressing breast cancer cells. By simultaneously decorating PLPs with Trz and UbV.7.2, we now show that these particles are also internalized by HER2-positive cells, thus providing a means for intracellular delivery of the biologic in a controlled fashion. Internalized particles retain USP7 inhibition activity of UbV.7.2 and alter the metabolic and proteomic landscapes of these cells. This study demonstrates that the λ "designer nanoparticles" represent a powerful system for the intracellular delivery of biologics in a defined dose.
Collapse
Affiliation(s)
- Wynton D McClary
- The Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Alexis Catala
- The Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Wei Zhang
- Department of Molecular and Cellular Biology, College of Biological Science, University of Guelph, Guelph, ON N1G2W1, Canada.,Donnelly Centre for Cellular and Biomolecular Research and Department of Molecular Genetics, University of Toronto, Toronto, ON M5S3E1, Canada
| | - Fabia Gamboni
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Sachdev S Sidhu
- Department of Molecular and Cellular Biology, College of Biological Science, University of Guelph, Guelph, ON N1G2W1, Canada.,Donnelly Centre for Cellular and Biomolecular Research and Department of Molecular Genetics, University of Toronto, Toronto, ON M5S3E1, Canada
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States.,Department of Medicine - Division of Hematology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Carlos E Catalano
- The Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Anschutz Medical Campus, Aurora, Colorado 80045, United States
| |
Collapse
|
6
|
Witeof AE, McClary W, Rea LT, Yang Q, Davis MM, Funke H, Catalano C, Randolph T. Atomic-Layer Deposition Processes Applied to Phage λ and a Phage-Like Particle Platform Yield Thermostable, Single-Shot Vaccines. J Pharm Sci 2022; 111:1354-1362. [DOI: 10.1016/j.xphs.2022.01.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 01/10/2022] [Accepted: 01/10/2022] [Indexed: 12/19/2022]
|
7
|
Catala A, Dzieciatkowska M, Wang G, Gutierrez-Hartmann A, Simberg D, Hansen KC, D'Alessandro A, Catalano CE. Targeted Intracellular Delivery of Trastuzumab Using Designer Phage Lambda Nanoparticles Alters Cellular Programs in Human Breast Cancer Cells. ACS NANO 2021; 15:11789-11805. [PMID: 34189924 DOI: 10.1021/acsnano.1c02864] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
| Several diseases exhibit a high degree of heterogeneity and diverse reprogramming of cellular pathways. To address this complexity, additional strategies and technologies must be developed to define their scope and variability with the goal of improving current treatments. Nanomedicines derived from viruses are modular systems that can be easily adapted for combinatorial approaches, including imaging, biomarker targeting, and intracellular delivery of therapeutics. Here, we describe a "designer nanoparticle" system that can be rapidly engineered in a tunable and defined manner. Phage-like particles (PLPs) derived from bacteriophage lambda possess physiochemical properties compatible with pharmaceutical standards, and in vitro particle tracking and cell targeting are accomplished by simultaneous display of fluorescein-5-maleimide (F5M) and trastuzumab (Trz), respectively (Trz-PLPs). Trz-PLPs bind to the oncogenically active human epidermal growth factor receptor 2 (HER2) and are internalized by breast cancer cells of the HER2 overexpression subtype, but not by those lacking the HER2 amplification. Compared to treatment with Trz, robust internalization of Trz-PLPs results in higher intracellular concentrations of Trz, prolonged inhibition of cell growth, and modulated regulation of cellular programs associated with HER2 signaling, proliferation, metabolism, and protein synthesis. Given the implications to cancer pathogenesis and that dysregulated signaling and metabolism can lead to drug resistance and cancer cell survival, the present study identifies metabolic and proteomic liabilities that could be exploited by the PLP platform to enhance therapeutic efficacy. The lambda PLP system is robust and rapidly modifiable, which offers a platform that can be easily "tuned" for broad utility and tailored functionality.
Collapse
Affiliation(s)
- Alexis Catala
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Monika Dzieciatkowska
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Guankui Wang
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Arthur Gutierrez-Hartmann
- Departments of Biochemistry and Molecular Genetics and Medicine - Division of Endocrinology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Dmitri Simberg
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Kirk C Hansen
- Department of Biochemistry and Molecular Genetics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Angelo D'Alessandro
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
- Departments of Biochemistry and Molecular Genetics and Medicine - Division of Hematology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Carlos E Catalano
- Program in Structural Biology and Biochemistry, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| |
Collapse
|
8
|
Le DT, Müller KM. In Vitro Assembly of Virus-Like Particles and Their Applications. Life (Basel) 2021; 11:334. [PMID: 33920215 PMCID: PMC8069851 DOI: 10.3390/life11040334] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 04/05/2021] [Accepted: 04/07/2021] [Indexed: 02/06/2023] Open
Abstract
Virus-like particles (VLPs) are increasingly used for vaccine development and drug delivery. Assembly of VLPs from purified monomers in a chemically defined reaction is advantageous compared to in vivo assembly, because it avoids encapsidation of host-derived components and enables loading with added cargoes. This review provides an overview of ex cella VLP production methods focusing on capsid protein production, factors that impact the in vitro assembly, and approaches to characterize in vitro VLPs. The uses of in vitro produced VLPs as vaccines and for therapeutic delivery are also reported.
Collapse
Affiliation(s)
| | - Kristian M. Müller
- Cellular and Molecular Biotechnology, Faculty of Technology, Bielefeld University, 33615 Bielefeld, Germany;
| |
Collapse
|
9
|
Whitehead RD, Teschke CM, Alexandrescu AT. NMR Mapping of Disordered Segments from a Viral Scaffolding Protein Enclosed in a 23 MDa Procapsid. Biophys J 2019; 117:1387-1392. [PMID: 31585705 DOI: 10.1016/j.bpj.2019.08.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 08/27/2019] [Accepted: 08/30/2019] [Indexed: 01/10/2023] Open
Abstract
Scaffolding proteins (SPs) are required for the capsid shell assembly of many tailed double-stranded DNA bacteriophages, some archaeal viruses, herpesviruses, and adenoviruses. Despite their importance, only one high-resolution structure is available for SPs within procapsids. Here, we use the inherent size limit of NMR to identify mobile segments of the 303-residue phage P22 SP free in solution and when incorporated into a ∼23 MDa procapsid complex. Free SP gives NMR signals from its acidic N-terminus (residues 1-40) and basic C-terminus (residues 264-303), whereas NMR signals from the middle segment (residues 41-263) are missing because of intermediate conformational exchange on the NMR chemical shift timescale. When SP is incorporated into P22 procapsids, NMR signals from the C-terminal helix-turn-helix domain disappear because of binding to the procapsid interior. Signals from the N-terminal domain persist, indicating that this segment retains flexibility when bound to procapsids. The unstructured character of the N-terminus, coupled with its high content of negative charges, is likely important for dissociation and release of SP during the double-stranded DNA genome packaging step accompanying phage maturation.
Collapse
Affiliation(s)
- Richard D Whitehead
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut
| | - Carolyn M Teschke
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut; Department of Chemistry, University of Connecticut, Storrs, Connecticut.
| | - Andrei T Alexandrescu
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut.
| |
Collapse
|
10
|
Catalano CE. Bacteriophage lambda: The path from biology to theranostic agent. WILEY INTERDISCIPLINARY REVIEWS-NANOMEDICINE AND NANOBIOTECHNOLOGY 2018. [DOI: 10.1002/wnan.1517] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Carlos E. Catalano
- Department of Pharmaceutical Chemistry, Skaggs School of Pharmacy and Pharmaceutical ScienceUniversity of ColoradoAuroraColorado
| |
Collapse
|
11
|
Lambert S, Yang Q, De Angeles R, Chang JR, Ortega M, Davis C, Catalano CE. Molecular Dissection of the Forces Responsible for Viral Capsid Assembly and Stabilization by Decoration Proteins. Biochemistry 2017; 56:767-778. [DOI: 10.1021/acs.biochem.6b00705] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Shannon Lambert
- Department
of Medicinal Chemistry, School of Pharmacy, University of Washington, Box 357610, Seattle, Washington 98195, United States
| | - Qin Yang
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Anschutz Medical Campus, Mail Stop C238, Aurora, Colorado 80045, United States
| | - Rolando De Angeles
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Anschutz Medical Campus, Mail Stop C238, Aurora, Colorado 80045, United States
| | - Jenny R. Chang
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Anschutz Medical Campus, Mail Stop C238, Aurora, Colorado 80045, United States
| | - Marcos Ortega
- Department
of Biology, Macalester College, St. Paul, Minnesota 55105, United States
| | - Christal Davis
- Program
in Structural Biology and Biochemistry, University of Colorado, Anschutz Medical Campus, Mail Stop C290, Aurora, Colorado 80045, United States
| | - Carlos Enrique Catalano
- Department
of Medicinal Chemistry, School of Pharmacy, University of Washington, Box 357610, Seattle, Washington 98195, United States
| |
Collapse
|
12
|
Ding H, Liang ZY, Guo FB, Huang J, Chen W, Lin H. Predicting bacteriophage proteins located in host cell with feature selection technique. Comput Biol Med 2016; 71:156-61. [PMID: 26945463 DOI: 10.1016/j.compbiomed.2016.02.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 02/18/2016] [Accepted: 02/18/2016] [Indexed: 10/22/2022]
Abstract
A bacteriophage is a virus that can infect a bacterium. The fate of an infected bacterium is determined by the bacteriophage proteins located in the host cell. Thus, reliably identifying bacteriophage proteins located in the host cell is extremely important to understand their functions and discover potential anti-bacterial drugs. Thus, in this paper, a computational method was developed to recognize bacteriophage proteins located in host cells based only on their amino acid sequences. The analysis of variance (ANOVA) combined with incremental feature selection (IFS) was proposed to optimize the feature set. Using a jackknife cross-validation, our method can discriminate between bacteriophage proteins located in a host cell and the bacteriophage proteins not located in a host cell with a maximum overall accuracy of 84.2%, and can further classify bacteriophage proteins located in host cell cytoplasm and in host cell membranes with a maximum overall accuracy of 92.4%. To enhance the value of the practical applications of the method, we built a web server called PHPred (〈http://lin.uestc.edu.cn/server/PHPred〉). We believe that the PHPred will become a powerful tool to study bacteriophage proteins located in host cells and to guide related drug discovery.
Collapse
Affiliation(s)
- Hui Ding
- Key Laboratory for NeuroInformation of Ministry of Education, Center of Bioinformatics, School of Life Science and Technology and Center for Information in Biomedicine, University of Electronic Science and Technology of China, Chengdu 610054, China.
| | - Zhi-Yong Liang
- Key Laboratory for NeuroInformation of Ministry of Education, Center of Bioinformatics, School of Life Science and Technology and Center for Information in Biomedicine, University of Electronic Science and Technology of China, Chengdu 610054, China
| | - Feng-Biao Guo
- Key Laboratory for NeuroInformation of Ministry of Education, Center of Bioinformatics, School of Life Science and Technology and Center for Information in Biomedicine, University of Electronic Science and Technology of China, Chengdu 610054, China
| | - Jian Huang
- Key Laboratory for NeuroInformation of Ministry of Education, Center of Bioinformatics, School of Life Science and Technology and Center for Information in Biomedicine, University of Electronic Science and Technology of China, Chengdu 610054, China
| | - Wei Chen
- Key Laboratory for NeuroInformation of Ministry of Education, Center of Bioinformatics, School of Life Science and Technology and Center for Information in Biomedicine, University of Electronic Science and Technology of China, Chengdu 610054, China; Department of Physics, School of Sciences, and Center for Genomics and Computational Biology, North China University of Science and Technology, Tangshan 063000, China.
| | - Hao Lin
- Key Laboratory for NeuroInformation of Ministry of Education, Center of Bioinformatics, School of Life Science and Technology and Center for Information in Biomedicine, University of Electronic Science and Technology of China, Chengdu 610054, China.
| |
Collapse
|
13
|
Koudelka KJ, Ippoliti S, Medina E, Shriver LP, Trauger SA, Catalano CE, Manchester M. Lysine Addressability and Mammalian Cell Interactions of Bacteriophage λ Procapsids. Biomacromolecules 2013; 14:4169-76. [DOI: 10.1021/bm401577f] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Kristopher J. Koudelka
- Departments
of Chemistry and Biology, Carthage College, Kenosha, Wisconsin, United States
| | - Shannon Ippoliti
- Department
of Chemistry, University of San Diego, San Diego, California, United States
| | - Elizabeth Medina
- School
of Pharmacy, University of Washington, Seattle, Washington, United States
- Department
of Medicine, University of Colorado, Denver, Colorado, United States
| | - Leah P. Shriver
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California, San
Diego, California, United States
| | - Sunia A. Trauger
- Small
Molecule
Mass Spectrometry Facility, Harvard University, Cambridge, Massachusetts, United States
| | - Carlos E. Catalano
- School
of Pharmacy, University of Washington, Seattle, Washington, United States
| | - Marianne Manchester
- Skaggs
School of Pharmacy and Pharmaceutical Sciences, University of California, San
Diego, California, United States
| |
Collapse
|
14
|
A Pseudo-Atomic Model for the Capsid Shell of Bacteriophage Lambda Using Chemical Cross-Linking/Mass Spectrometry and Molecular Modeling. J Mol Biol 2013; 425:3378-88. [DOI: 10.1016/j.jmb.2013.06.026] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2013] [Revised: 05/24/2013] [Accepted: 06/17/2013] [Indexed: 11/18/2022]
|
15
|
Guo P, Schwartz C, Haak J, Zhao Z. Discovery of a new motion mechanism of biomotors similar to the earth revolving around the sun without rotation. Virology 2013; 446:133-43. [PMID: 24074575 PMCID: PMC3941703 DOI: 10.1016/j.virol.2013.07.025] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 05/27/2013] [Accepted: 07/21/2013] [Indexed: 12/14/2022]
Abstract
Biomotors have been classified into linear and rotational motors. For 35 years, it has been popularly believed that viral dsDNA-packaging apparatuses are pentameric rotation motors. Recently, a third class of hexameric motor has been found in bacteriophage phi29 that utilizes a mechanism of revolution without rotation, friction, coiling, or torque. This review addresses how packaging motors control dsDNA one-way traffic; how four electropositive layers in the channel interact with the electronegative phosphate backbone to generate four steps in translocating one dsDNA helix; how motors resolve the mismatch between 10.5 bases and 12 connector subunits per cycle of revolution; and how ATP regulates sequential action of motor ATPase. Since motors with all number of subunits can utilize the revolution mechanism, this finding helps resolve puzzles and debates concerning the oligomeric nature of packaging motors in many phage systems. This revolution mechanism helps to solve the undesirable dsDNA supercoiling issue involved in rotation.
Collapse
Affiliation(s)
- Peixuan Guo
- Nanobiotechnology Center, and Markey Cancer Center, Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY 40536, USA.
| | | | | | | |
Collapse
|
16
|
Medina E, Nakatani E, Kruse S, Catalano CE. Thermodynamic characterization of viral procapsid expansion into a functional capsid shell. J Mol Biol 2012; 418:167-80. [PMID: 22365932 DOI: 10.1016/j.jmb.2012.02.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2011] [Revised: 02/14/2012] [Accepted: 02/16/2012] [Indexed: 10/28/2022]
Abstract
The assembly of "complex" DNA viruses such as the herpesviruses and many tailed bacteriophages includes a DNA packaging step where the viral genome is inserted into a preformed procapsid shell. Packaging triggers a remarkable capsid expansion transition that results in thinning of the shell and an increase in capsid volume to accept the full-length genome. This transition is considered irreversible; however, here we demonstrate that the phage λ procapsid can be expanded with urea in vitro and that the transition is fully reversible. This provides an unprecedented opportunity to evaluate the thermodynamic features of this fascinating and essential step in virus assembly. We show that urea-triggered expansion is highly cooperative and strongly temperature dependent. Thermodynamic analysis indicates that the free energy of expansion is influenced by magnesium concentration (3-13 kcal/mol in the presence of 0.2-10 mM Mg(2+)) and that significant hydrophobic surface area is exposed in the expanded shell. Conversely, Mg(2+) drives the expanded shell back to the procapsid conformation in a highly cooperative transition that is also temperature dependent and strongly influenced by urea. We demonstrate that the gpD decoration protein adds to the urea-expanded capsid, presumably at hydrophobic patches exposed at the 3-fold axes of the expanded capsid lattice. The decorated capsid is biologically active and sponsors packaging of the viral genome in vitro. The roles of divalent metal and hydrophobic interactions in controlling packaging-triggered expansion of the procapsid shell are discussed in relation to a general mechanism for DNA-triggered procapsid expansion in the complex double-stranded DNA viruses.
Collapse
Affiliation(s)
- Elizabeth Medina
- Department of Medicinal Chemistry, University of Washington School of Pharmacy, H172 Health Science Building,Campus Box 357610, Seattle, WA, 98195-7610, USA
| | | | | | | |
Collapse
|