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Johnson MC, Sena-Velez M, Washburn BK, Platt GN, Lu S, Brewer TE, Lynn JS, Stroupe ME, Jones KM. Structure, proteome and genome of Sinorhizobium meliloti phage ΦM5: A virus with LUZ24-like morphology and a highly mosaic genome. J Struct Biol 2017; 200:343-359. [DOI: 10.1016/j.jsb.2017.08.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 07/24/2017] [Accepted: 08/21/2017] [Indexed: 11/26/2022]
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2
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Mishyna M, Volokh O, Danilova Y, Gerasimova N, Pechnikova E, Sokolova OS. Effects of radiation damage in studies of protein-DNA complexes by cryo-EM. Micron 2017; 96:57-64. [PMID: 28262565 DOI: 10.1016/j.micron.2017.02.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 02/18/2017] [Accepted: 02/18/2017] [Indexed: 11/26/2022]
Abstract
Nucleic acids are responsible for the storage, transfer and realization of genetic information in the cell, which provides correct development and functioning of organisms. DNA interaction with ligands ensures the safety of this information. Over the past 10 years, advances in electron microscopy and image processing allowed to obtain the structures of key DNA-protein complexes with resolution below 4Å. However, radiation damage is a limiting factor to the potentially attainable resolution in cryo-EM. The prospect and limitations of studying protein-DNA complex interactions using cryo-electron microscopy are discussed here. We reviewed the ways to minimize radiation damage in biological specimens and the possibilities of using radiation damage (so-called 'bubblegrams') to obtain additional structural information.
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Affiliation(s)
- M Mishyna
- Lomonosov Moscow State University, 119234, Moscow, Russia.
| | - O Volokh
- Lomonosov Moscow State University, 119234, Moscow, Russia
| | - Ya Danilova
- Lomonosov Moscow State University, 119234, Moscow, Russia
| | - N Gerasimova
- Lomonosov Moscow State University, 119234, Moscow, Russia
| | - E Pechnikova
- Thermo Fisher Scientific, Materials & Structural Analysis, 5651 GG Eindhoven, Netherlands
| | - O S Sokolova
- Lomonosov Moscow State University, 119234, Moscow, Russia.
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3
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Johnson MC, Ghalei H, Doxtader KA, Karbstein K, Stroupe ME. Structural Heterogeneity in Pre-40S Ribosomes. Structure 2017; 25:329-340. [PMID: 28111018 DOI: 10.1016/j.str.2016.12.011] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 11/07/2016] [Accepted: 12/21/2016] [Indexed: 11/24/2022]
Abstract
Late-stage 40S ribosome assembly is a highly regulated dynamic process that occurs in the cytoplasm, alongside the full translation machinery. Seven assembly factors (AFs) regulate and facilitate maturation, but the mechanisms through which they work remain undetermined. Here, we present a series of structures of the immature small subunit (pre-40S) determined by three-dimensional (3D) cryoelectron microscopy with 3D sorting to assess the molecule's heterogeneity. These structures demonstrate an extensive structural heterogeneity of interface AFs that likely regulates subunit joining during 40S maturation. We also present structural models for the beak and the platform, two regions where the low resolution of previous studies did not allow for localization of AFs and the rRNA, respectively. These models are supported by biochemical analyses using point variants and suggest that maturation of the 18S 3' end is regulated by dissociation of the AF Dim1 from the subunit interface, consistent with previous biochemical analyses.
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Affiliation(s)
- Matthew C Johnson
- Department of Biological Science, Institute of Molecular Biophysics, Florida State University, 91 Chieftain Way, Tallahassee, FL 32306, USA
| | - Homa Ghalei
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Katelyn A Doxtader
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Katrin Karbstein
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - M Elizabeth Stroupe
- Department of Biological Science, Institute of Molecular Biophysics, Florida State University, 91 Chieftain Way, Tallahassee, FL 32306, USA.
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4
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Khoshnevis S, Askenasy I, Johnson MC, Dattolo MD, Young-Erdos CL, Stroupe ME, Karbstein K. The DEAD-box Protein Rok1 Orchestrates 40S and 60S Ribosome Assembly by Promoting the Release of Rrp5 from Pre-40S Ribosomes to Allow for 60S Maturation. PLoS Biol 2016; 14:e1002480. [PMID: 27280440 PMCID: PMC4900678 DOI: 10.1371/journal.pbio.1002480] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Accepted: 05/10/2016] [Indexed: 12/25/2022] Open
Abstract
DEAD-box proteins are ubiquitous regulators of RNA biology. While commonly dubbed “helicases,” their activities also include duplex annealing, adenosine triphosphate (ATP)-dependent RNA binding, and RNA-protein complex remodeling. Rok1, an essential DEAD-box protein, and its cofactor Rrp5 are required for ribosome assembly. Here, we use in vivo and in vitro biochemical analyses to demonstrate that ATP-bound Rok1, but not adenosine diphosphate (ADP)-bound Rok1, stabilizes Rrp5 binding to 40S ribosomes. Interconversion between these two forms by ATP hydrolysis is required for release of Rrp5 from pre-40S ribosomes in vivo, thereby allowing Rrp5 to carry out its role in 60S subunit assembly. Furthermore, our data also strongly suggest that the previously described accumulation of snR30 upon Rok1 inactivation arises because Rrp5 release is blocked and implicate a previously undescribed interaction between Rrp5 and the DEAD-box protein Has1 in mediating snR30 accumulation when Rrp5 release from pre-40S subunits is blocked. During ribosomal biogenesis, Rrp5 is unusual in being required for assembly of both small and large subunits. This study demonstrates a role for ATP hydrolysis by the DEAD-box protein Rok1 in releasing Rrp5 from pre-40S subunits. Assembly of the small and large ribosomal subunits requires two separate machineries. The assembly factor Rrp5 is unusual in being one of only three proteins required for assembly of both subunits. While it binds cotranscriptionally during early stages of small subunit assembly, it departs with large subunit intermediates after the separation of these precursors. How Rrp5 switches from interacting with small subunit precursors to binding large subunit precursors remains unknown but is potentially important, as it could regulate the interplay between small and large subunit assembly. Here, we show that the DEAD-box protein Rok1, a member of a ubiquitous class of RNA-dependent ATPases, releases Rrp5 from assembling small subunits to allow for its function in large subunit assembly. We show that a complex of Rrp5, Rok1, and adenosine triphosphate (ATP) binds small subunits or mimics of ribosomal RNA more tightly than does a complex of Rrp5, Rok1, and adenosine diphosphate (ADP). In cells, interconversion between the ATP and the ADP-form of Rok1 is required for release of Rrp5 from nascent small subunits and for binding to assembling large subunits. Furthermore, we show that the release of snR30, which leads to formation of a large substructure on small subunits, also requires Rok1-mediated release of Rrp5.
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MESH Headings
- Adenosine Diphosphate/metabolism
- Adenosine Triphosphate/metabolism
- Binding Sites/genetics
- DEAD-box RNA Helicases/chemistry
- DEAD-box RNA Helicases/genetics
- DEAD-box RNA Helicases/metabolism
- Hydrolysis
- Models, Molecular
- Molecular Conformation
- Nuclear Proteins/chemistry
- Nuclear Proteins/genetics
- Nuclear Proteins/metabolism
- Protein Binding
- Protein Domains
- RNA, Fungal/chemistry
- RNA, Fungal/genetics
- RNA, Fungal/metabolism
- RNA, Small Nucleolar/chemistry
- RNA, Small Nucleolar/genetics
- RNA, Small Nucleolar/metabolism
- RNA-Binding Proteins/chemistry
- RNA-Binding Proteins/genetics
- RNA-Binding Proteins/metabolism
- Ribosome Subunits, Large, Eukaryotic/chemistry
- Ribosome Subunits, Large, Eukaryotic/genetics
- Ribosome Subunits, Large, Eukaryotic/metabolism
- Ribosome Subunits, Small, Eukaryotic/chemistry
- Ribosome Subunits, Small, Eukaryotic/genetics
- Ribosome Subunits, Small, Eukaryotic/metabolism
- Saccharomyces cerevisiae/genetics
- Saccharomyces cerevisiae/metabolism
- Saccharomyces cerevisiae Proteins/chemistry
- Saccharomyces cerevisiae Proteins/genetics
- Saccharomyces cerevisiae Proteins/metabolism
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Affiliation(s)
- Sohail Khoshnevis
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, Florida, United States of America
| | - Isabel Askenasy
- Department of Biological Science and the Institute of Molecular Biophysics, Florida State University, Tallahassee, Florida, United States of America
| | - Matthew C. Johnson
- Department of Biological Science and the Institute of Molecular Biophysics, Florida State University, Tallahassee, Florida, United States of America
| | - Maria D. Dattolo
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, Florida, United States of America
- The Benjamin School, Palm Beach Gardens, Florida, United States of America
| | - Crystal L. Young-Erdos
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, Florida, United States of America
| | - M. Elizabeth Stroupe
- Department of Biological Science and the Institute of Molecular Biophysics, Florida State University, Tallahassee, Florida, United States of America
- * E-mail: (MES); (KK)
| | - Katrin Karbstein
- Department of Cancer Biology, The Scripps Research Institute, Jupiter, Florida, United States of America
- * E-mail: (MES); (KK)
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Spear JM, Noble AJ, Xie Q, Sousa DR, Chapman MS, Stagg SM. The influence of frame alignment with dose compensation on the quality of single particle reconstructions. J Struct Biol 2015; 192:196-203. [PMID: 26391007 DOI: 10.1016/j.jsb.2015.09.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 09/15/2015] [Accepted: 09/16/2015] [Indexed: 12/21/2022]
Abstract
As direct electron detection devices in cryo-electron microscopy become ubiquitous, the field is now ripe for new developments in image analysis techniques that take advantage of their increased SNR coupled with their high-throughput frame collection abilities. In approaching atomic resolution of native-like biomolecules, the accurate extraction of structural locations and orientations of side-chains from frames depends not only on the electron dose that a sample receives but also on the ability to accurately estimate the CTF. Here we use a new 2.8Å resolution structure of a recombinant gene therapy virus, AAV-DJ with Arixtra, imaged on an FEI Titan Krios with a DE-20 direct electron detector to probe new metrics including relative side-chain density and ResLog analysis for optimizing the compensation of electron beam damage and to characterize the factors that are limiting the resolution of the reconstruction. The influence of dose compensation on the accuracy of CTF estimation and particle classifiability are also presented. We show that rigorous dose compensation allows for better particle classifiability and greater recovery of structural information from negatively charged, electron-sensitive side-chains, resulting in a more accurate macromolecular model.
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Affiliation(s)
- John M Spear
- Institute of Molecular Biophysics, 91 Chieftan Way, Florida State University, Tallahassee, FL 32306-4380, United States
| | - Alex J Noble
- Department of Physics, 77 Chieftan Way, Florida State University, Tallahassee, FL 32306-4350, United States
| | - Qing Xie
- Department of Biochemistry & Molecular Biology, School of Medicine, Oregon Health & Science University, Portland, OR 97239-3098, United States
| | - Duncan R Sousa
- Department of Biological Science, Florida State University, 319 Stadium Drive, Tallahassee, FL 32306, United States
| | - Michael S Chapman
- Department of Biochemistry & Molecular Biology, School of Medicine, Oregon Health & Science University, Portland, OR 97239-3098, United States
| | - Scott M Stagg
- Institute of Molecular Biophysics, 91 Chieftan Way, Florida State University, Tallahassee, FL 32306-4380, United States; Departments of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, FL 32306-4390, United States.
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6
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Sinorhizobium meliloti Phage ΦM9 Defines a New Group of T4 Superfamily Phages with Unusual Genomic Features but a Common T=16 Capsid. J Virol 2015; 89:10945-58. [PMID: 26311868 PMCID: PMC4621102 DOI: 10.1128/jvi.01353-15] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 08/10/2015] [Indexed: 01/21/2023] Open
Abstract
Relatively little is known about the phages that infect agriculturally important nitrogen-fixing rhizobial bacteria. Here we report the genome and cryo-electron microscopy structure of the Sinorhizobium meliloti-infecting T4 superfamily phage ΦM9. This phage and its close relative Rhizobium phage vB_RleM_P10VF define a new group of T4 superfamily phages. These phages are distinctly different from the recently characterized cyanophage-like S. meliloti phages of the ΦM12 group. Structurally, ΦM9 has a T=16 capsid formed from repeating units of an extended gp23-like subunit that assemble through interactions between one subunit and the adjacent E-loop insertion domain. Though genetically very distant from the cyanophages, the ΦM9 capsid closely resembles that of the T4 superfamily cyanophage Syn9. ΦM9 also has the same T=16 capsid architecture as the very distant phage SPO1 and the herpesviruses. Despite their overall lack of similarity at the genomic and structural levels, ΦM9 and S. meliloti phage ΦM12 have a small number of open reading frames in common that appear to encode structural proteins involved in interaction with the host and which may have been acquired by horizontal transfer. These proteins are predicted to encode tail baseplate proteins, tail fibers, tail fiber assembly proteins, and glycanases that cleave host exopolysaccharide. IMPORTANCE Despite recent advances in the phylogenetic and structural characterization of bacteriophages, only a small number of phages of plant-symbiotic nitrogen-fixing soil bacteria have been studied at the molecular level. The effects of phage predation upon beneficial bacteria that promote plant growth remain poorly characterized. First steps in understanding these soil bacterium-phage dynamics are genetic, molecular, and structural characterizations of these groups of phages. The T4 superfamily phages are among the most complex phages; they have large genomes packaged within an icosahedral head and a long, contractile tail through which the DNA is delivered to host cells. This phylogenetic and structural study of S. meliloti-infecting T4 superfamily phage ΦM9 provides new insight into the diversity of this family. The comparison of structure-related genes in both ΦM9 and S. meliloti-infecting T4 superfamily phage ΦM12, which comes from a completely different lineage of these phages, allows the identification of host infection-related factors.
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7
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Ghalei H, Schaub FX, Doherty JR, Noguchi Y, Roush WR, Cleveland JL, Stroupe ME, Karbstein K. Hrr25/CK1δ-directed release of Ltv1 from pre-40S ribosomes is necessary for ribosome assembly and cell growth. J Cell Biol 2015; 208:745-59. [PMID: 25778921 PMCID: PMC4362465 DOI: 10.1083/jcb.201409056] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 02/02/2015] [Indexed: 11/25/2022] Open
Abstract
Casein kinase 1δ/ε (CK1δ/ε) and their yeast homologue Hrr25 are essential for cell growth. Further, CK1δ is overexpressed in several malignancies, and CK1δ inhibitors have shown promise in several preclinical animal studies. However, the substrates of Hrr25 and CK1δ/ε that are necessary for cell growth and survival are unknown. We show that Hrr25 is essential for ribosome assembly, where it phosphorylates the assembly factor Ltv1, which causes its release from nascent 40S subunits and allows subunit maturation. Hrr25 inactivation or expression of a nonphosphorylatable Ltv1 variant blocked Ltv1 release in vitro and in vivo, and prevented entry into the translation-like quality control cycle. Conversely, phosphomimetic Ltv1 variants rescued viability after Hrr25 depletion. Finally, Ltv1 knockdown in human breast cancer cells impaired apoptosis induced by CK1δ/ε inhibitors, establishing that the antiproliferative activity of these inhibitors is due, at least in part, to disruption of ribosome assembly. These findings validate the ribosome assembly pathway as a novel target for the development of anticancer therapeutics.
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Affiliation(s)
- Homa Ghalei
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458
| | - Franz X Schaub
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458 Department of Tumor Biology, Moffitt Cancer and Research Institute, Tampa, FL 33612
| | - Joanne R Doherty
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458
| | - Yoshihiko Noguchi
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458
| | - William R Roush
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458
| | - John L Cleveland
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458 Department of Tumor Biology, Moffitt Cancer and Research Institute, Tampa, FL 33612
| | - M Elizabeth Stroupe
- Department of Biological Science and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306 Department of Biological Science and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306
| | - Katrin Karbstein
- Department of Cancer Biology and Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458
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8
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Stroupe ME, Brewer TE, Sousa DR, Jones KM. The structure of Sinorhizobium meliloti phage ΦM12, which has a novel T=19l triangulation number and is the founder of a new group of T4-superfamily phages. Virology 2014; 450-451:205-12. [PMID: 24503083 DOI: 10.1016/j.virol.2013.11.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2013] [Revised: 09/23/2013] [Accepted: 11/10/2013] [Indexed: 11/16/2022]
Abstract
ΦM12 is the first example of a T=19l geometry capsid, encapsulating the recently sequenced genome. Here, we present structures determined by cryo-EM of full and empty capsids. The structure reveals the pattern for assembly of 1140 HK97-like capsid proteins, pointing to interactions at the pseudo 3-fold symmetry axes that hold together the asymmetric unit. The particular smooth surface of the capsid, along with a lack of accessory coat proteins encoded by the genome, suggest that this interface is the primary mechanism for capsid assembly. Two-dimensional averages of the tail, including the neck and baseplate, reveal that ΦM12 has a relatively narrow neck that attaches the tail to the capsid, as well as a three-layer baseplate. When free from DNA, the icosahedral edges expand by about 5nm, while the vertices stay at the same position, forming a similarly smooth, but bowed, T=19l icosahedral capsid.
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Affiliation(s)
- M Elizabeth Stroupe
- Department of Biological Science, Florida State University, Biology Unit I, 230A, 91 Chieftan Way, Tallahassee, FL, 32306-4370, United States; Institute of Molecular Biophysics, Florida State University, 91 Chieftan Way, Tallahassee, FL, 32306-4370, United States.
| | - Tess E Brewer
- Department of Biological Science, Florida State University, Biology Unit I, 230A, 91 Chieftan Way, Tallahassee, FL, 32306-4370, United States
| | - Duncan R Sousa
- Department of Biological Science, Florida State University, Biology Unit I, 230A, 91 Chieftan Way, Tallahassee, FL, 32306-4370, United States; Institute of Molecular Biophysics, Florida State University, 91 Chieftan Way, Tallahassee, FL, 32306-4370, United States
| | - Kathryn M Jones
- Department of Biological Science, Florida State University, Biology Unit I, 230A, 91 Chieftan Way, Tallahassee, FL, 32306-4370, United States
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9
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Sousa DR, Stagg SM, Stroupe ME. Cryo-EM structures of the actin:tropomyosin filament reveal the mechanism for the transition from C- to M-state. J Mol Biol 2013; 425:4544-55. [PMID: 24021812 PMCID: PMC3845445 DOI: 10.1016/j.jmb.2013.08.020] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Revised: 08/22/2013] [Accepted: 08/23/2013] [Indexed: 12/18/2022]
Abstract
Tropomyosin (Tm) is a key factor in the molecular mechanisms that regulate the binding of myosin motors to actin filaments (F-Actins) in most eukaryotic cells. This regulation is achieved by the azimuthal repositioning of Tm along the actin (Ac):Tm:troponin (Tn) thin filament to block or expose myosin binding sites on Ac. In striated muscle, including involuntary cardiac muscle, Tm regulates muscle contraction by coupling Ca(2+) binding to Tn with myosin binding to the thin filament. In smooth muscle, the switch is the posttranslational modification of the myosin. Depending on the activation state of Tn and the binding state of myosin, Tm can occupy the blocked, closed, or open position on Ac. Using native cryogenic 3DEM (three-dimensional electron microscopy), we have directly resolved and visualized cardiac and gizzard muscle Tm on filamentous Ac in the position that corresponds to the closed state. From the 8-Å-resolution structure of the reconstituted Ac:Tm filament formed with gizzard-derived Tm, we discuss two possible mechanisms for the transition from closed to open state and describe the role Tm plays in blocking myosin tight binding in the closed-state position.
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Affiliation(s)
- Duncan R. Sousa
- Department of Biological Science and Institute of Molecular Biophysics, Florida State University, 91 Chieftan Way, Tallahassee, FL, 32306 USA
- Department of Physiology and Biophysics, Boston University School of Medicine, 72 East Concord Street Boston MA 02118-2526 USA
| | - Scott M. Stagg
- Department of Chemistry and Biochemistry and Institute of Molecular Biophysics, Florida State University, 91 Chieftan Way, Tallahassee, FL, 32306 USA
| | - M. Elizabeth Stroupe
- Department of Biological Science and Institute of Molecular Biophysics, Florida State University, 91 Chieftan Way, Tallahassee, FL, 32306 USA
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Scheres SHW. RELION: implementation of a Bayesian approach to cryo-EM structure determination. J Struct Biol 2012; 180:519-30. [PMID: 23000701 PMCID: PMC3690530 DOI: 10.1016/j.jsb.2012.09.006] [Citation(s) in RCA: 3664] [Impact Index Per Article: 305.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Revised: 09/03/2012] [Accepted: 09/06/2012] [Indexed: 11/17/2022]
Abstract
RELION, for REgularized LIkelihood OptimizatioN, is an open-source computer program for the refinement of macromolecular structures by single-particle analysis of electron cryo-microscopy (cryo-EM) data. Whereas alternative approaches often rely on user expertise for the tuning of parameters, RELION uses a Bayesian approach to infer parameters of a statistical model from the data. This paper describes developments that reduce the computational costs of the underlying maximum a posteriori (MAP) algorithm, as well as statistical considerations that yield new insights into the accuracy with which the relative orientations of individual particles may be determined. A so-called gold-standard Fourier shell correlation (FSC) procedure to prevent overfitting is also described. The resulting implementation yields high-quality reconstructions and reliable resolution estimates with minimal user intervention and at acceptable computational costs.
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Affiliation(s)
- Sjors H W Scheres
- MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 0QH, UK.
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