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1.
Int J Mol Sci ; 22(11)2021 Jun 07.
Article in English | MEDLINE | ID: mdl-34200244

ABSTRACT

Ribosome biogenesis is a highly coordinated and complex process that requires numerous assembly factors that ensure prompt and flawless maturation of ribosomal subunits. Despite the increasing amount of data collected, the exact role of most assembly factors and mechanistic details of their operation remain unclear, mainly due to the shortage of high-resolution structural information. Here, using cryo-electron microscopy, we characterized 30S ribosomal particles isolated from an Escherichia coli strain with a deleted gene for the RbfA factor. The cryo-EM maps for pre-30S subunits were divided into six classes corresponding to consecutive assembly intermediates: from the particles with a completely unresolved head domain and unfolded central pseudoknot to almost mature 30S subunits with well-resolved body, platform, and head domains and partially distorted helix 44. The structures of two predominant 30S intermediates belonging to most populated classes obtained at 2.7 Å resolutions indicate that RbfA acts at two distinctive 30S assembly stages: early formation of the central pseudoknot including folding of the head, and positioning of helix 44 in the decoding center at a later stage. Additionally, it was shown that the formation of the central pseudoknot may promote stabilization of the head domain, likely through the RbfA-dependent maturation of the neck helix 28. An update to the model of factor-dependent 30S maturation is proposed, suggesting that RfbA is involved in most of the subunit assembly process.


Subject(s)
Escherichia coli Proteins/metabolism , Escherichia coli/physiology , Ribosomal Proteins/metabolism , Ribosome Subunits, Small, Bacterial/physiology , Ribosomes/metabolism , Binding Sites , Cryoelectron Microscopy/methods , Escherichia coli Proteins/genetics , Models, Molecular , Protein Binding , Ribosomal Proteins/genetics , Ribosome Subunits, Small, Bacterial/ultrastructure , Ribosomes/ultrastructure
2.
Nucleic Acids Res ; 47(15): 8301-8317, 2019 09 05.
Article in English | MEDLINE | ID: mdl-31265110

ABSTRACT

Assembly factors provide speed and directionality to the maturation process of the 30S subunit in bacteria. To gain a more precise understanding of how these proteins mediate 30S maturation, it is important to expand on studies of 30S assembly intermediates purified from bacterial strains lacking particular maturation factors. To reveal the role of the essential protein Era in the assembly of the 30S ribosomal subunit, we analyzed assembly intermediates that accumulated in Era-depleted Escherichia coli cells using quantitative mass spectrometry, high resolution cryo-electron microscopy and in-cell footprinting. Our combined approach allowed for visualization of the small subunit as it assembled and revealed that with the exception of key helices in the platform domain, all other 16S rRNA domains fold even in the absence of Era. Notably, the maturing particles did not stall while waiting for the platform domain to mature and instead re-routed their folding pathway to enable concerted maturation of other structural motifs spanning multiple rRNA domains. We also found that binding of Era to the mature 30S subunit destabilized helix 44 and the decoding center preventing binding of YjeQ, another assembly factor. This work establishes Era's role in ribosome assembly and suggests new roles in maintaining ribosome homeostasis.


Subject(s)
Escherichia coli Proteins/metabolism , GTP-Binding Proteins/metabolism , Homeostasis , RNA, Ribosomal, 16S/metabolism , RNA-Binding Proteins/metabolism , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small/metabolism , Base Sequence , Binding Sites , Cryoelectron Microscopy , Escherichia coli Proteins/genetics , GTP Phosphohydrolases/genetics , GTP Phosphohydrolases/metabolism , GTP-Binding Proteins/genetics , Nucleic Acid Conformation , Protein Binding , RNA, Ribosomal, 16S/chemistry , RNA, Ribosomal, 16S/genetics , RNA-Binding Proteins/genetics , Ribosomal Proteins/genetics , Ribosomal Proteins/metabolism , Ribosome Subunits, Small/genetics , Ribosome Subunits, Small/ultrastructure , Ribosome Subunits, Small, Bacterial/genetics , Ribosome Subunits, Small, Bacterial/ultrastructure
3.
Nature ; 570(7761): 400-404, 2019 06.
Article in English | MEDLINE | ID: mdl-31108498

ABSTRACT

The initiation of bacterial translation involves the tightly regulated joining of the 50S ribosomal subunit to an initiator transfer RNA (fMet-tRNAfMet)-containing 30S ribosomal initiation complex to form a 70S initiation complex, which subsequently matures into a 70S elongation-competent complex. Rapid and accurate formation of the 70S initiation complex is promoted by initiation factors, which must dissociate from the 30S initiation complex before the resulting 70S elongation-competent complex can begin the elongation of translation1. Although comparisons of the structures of the 30S2-5 and 70S4,6-8 initiation complexes have revealed that the ribosome, initiation factors and fMet-tRNAfMet can acquire different conformations in these complexes, the timing of conformational changes during formation of the 70S initiation complex, the structures of any intermediates formed during these rearrangements, and the contributions that these dynamics might make to the mechanism and regulation of initiation remain unknown. Moreover, the absence of a structure of the 70S elongation-competent complex formed via an initiation-factor-catalysed reaction has precluded an understanding of the rearrangements to the ribosome, initiation factors and fMet-tRNAfMet that occur during maturation of a 70S initiation complex into a 70S elongation-competent complex. Here, using time-resolved cryogenic electron microscopy9, we report the near-atomic-resolution view of how a time-ordered series of conformational changes drive and regulate subunit joining, initiation factor dissociation and fMet-tRNAfMet positioning during formation of the 70S elongation-competent complex. Our results demonstrate the power of time-resolved cryogenic electron microscopy to determine how a time-ordered series of conformational changes contribute to the mechanism and regulation of one of the most fundamental processes in biology.


Subject(s)
Cryoelectron Microscopy , Escherichia coli/metabolism , Escherichia coli/ultrastructure , Peptide Chain Initiation, Translational , Ribosomes/metabolism , Ribosomes/ultrastructure , Escherichia coli/chemistry , Peptide Chain Elongation, Translational , Protein Conformation , Ribosome Subunits, Large, Bacterial/metabolism , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Ribosomes/chemistry , Time Factors
4.
Proc Natl Acad Sci U S A ; 114(17): E3396-E3403, 2017 04 25.
Article in English | MEDLINE | ID: mdl-28396444

ABSTRACT

Recent work suggests that bacterial YjeQ (RsgA) participates in the late stages of assembly of the 30S subunit and aids the assembly of the decoding center but also binds the mature 30S subunit with high affinity. To determine the function and mechanisms of YjeQ in the context of the mature subunit, we determined the cryo-EM structure of the fully assembled 30S subunit in complex with YjeQ at 5.8-Å resolution. We found that binding of YjeQ stabilizes helix 44 into a conformation similar to that adopted by the subunit during proofreading. This finding indicates that, along with acting as an assembly factor, YjeQ has a role as a checkpoint protein, consisting of testing the proofreading ability of the 30S subunit. The structure also informs the mechanism by which YjeQ implements the release from the 30S subunit of a second assembly factor, called RbfA. Finally, it reveals how the 30S subunit stimulates YjeQ GTPase activity and leads to release of the protein. Checkpoint functions have been described for eukaryotic ribosome assembly factors; however, this work describes an example of a bacterial assembly factor that tests a specific translation mechanism of the 30S subunit.


Subject(s)
Cryoelectron Microscopy , Escherichia coli K12/chemistry , Escherichia coli Proteins/chemistry , GTP Phosphohydrolases/chemistry , Ribosome Subunits, Small, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/ultrastructure , Escherichia coli K12/metabolism , Escherichia coli K12/ultrastructure , Escherichia coli Proteins/metabolism , GTP Phosphohydrolases/metabolism , Protein Binding , Protein Structure, Quaternary , Protein Structure, Secondary , Ribosomal Proteins/chemistry , Ribosomal Proteins/metabolism , Ribosome Subunits, Small, Bacterial/metabolism
5.
Nature ; 541(7638): 554-557, 2017 01 26.
Article in English | MEDLINE | ID: mdl-28077875

ABSTRACT

Quality control mechanisms intervene appropriately when defective translation events occur, in order to preserve the integrity of protein synthesis. Rescue of ribosomes translating on messenger RNAs that lack stop codons is one of the co-translational quality control pathways. In many bacteria, ArfA recognizes stalled ribosomes and recruits the release factor RF2, which catalyses the termination of protein synthesis. Although an induced-fit mechanism of nonstop mRNA surveillance mediated by ArfA and RF2 has been reported, the molecular interaction between ArfA and RF2 in the ribosome that is responsible for the mechanism is unknown. Here we report an electron cryo-microscopy structure of ArfA and RF2 in complex with the 70S ribosome bound to a nonstop mRNA. The structure, which is consistent with our kinetic and biochemical data, reveals the molecular interactions that enable ArfA to specifically recruit RF2, not RF1, into the ribosome and to enable RF2 to release the truncated protein product in this co-translational quality control pathway. The positively charged C-terminal domain of ArfA anchors in the mRNA entry channel of the ribosome. Furthermore, binding of ArfA and RF2 induces conformational changes in the ribosomal decoding centre that are similar to those seen in other protein-involved decoding processes. Specific interactions between residues in the N-terminal domain of ArfA and RF2 help RF2 to adopt a catalytically competent conformation for peptide release. Our findings provide a framework for understanding recognition of the translational state of the ribosome by new proteins, and expand our knowledge of the decoding potential of the ribosome.


Subject(s)
Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Peptide Chain Termination, Translational , Peptide Termination Factors/chemistry , Peptide Termination Factors/metabolism , RNA, Messenger/metabolism , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/metabolism , Ribosomes/metabolism , Biocatalysis , Codon, Terminator , Cryoelectron Microscopy , Escherichia coli/chemistry , Escherichia coli/genetics , Escherichia coli/ultrastructure , Escherichia coli Proteins/ultrastructure , Models, Molecular , Peptide Termination Factors/ultrastructure , Protein Binding , Protein Domains , RNA, Messenger/chemistry , RNA, Messenger/genetics , RNA-Binding Proteins/ultrastructure , Ribosome Subunits, Small, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Ribosomes/chemistry , Ribosomes/ultrastructure
6.
Nat Methods ; 14(3): 283-286, 2017 03.
Article in English | MEDLINE | ID: mdl-28114288

ABSTRACT

Investigation of the structure, assembly and function of protein-nucleic acid macromolecular machines requires multidimensional molecular and structural biology approaches. We describe modifications to an Orbitrap mass spectrometer, enabling high-resolution native MS analysis of 0.8- to 2.3-MDa prokaryotic 30S, 50S and 70S ribosome particles and the 9-MDa Flock House virus. The instrument's improved mass range and sensitivity readily exposes unexpected binding of the ribosome-associated protein SRA.


Subject(s)
Escherichia coli/cytology , Mass Spectrometry/methods , Nodaviridae/ultrastructure , RNA, Long Noncoding/metabolism , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/ultrastructure , Mass Spectrometry/instrumentation , Nodaviridae/genetics , Protein Binding/physiology , Ribosome Subunits, Large, Bacterial/genetics , Ribosome Subunits, Small, Bacterial/genetics
7.
Nature ; 541(7638): 550-553, 2017 01 26.
Article in English | MEDLINE | ID: mdl-27906160

ABSTRACT

During cellular translation of messenger RNAs by ribosomes, the translation apparatus sometimes pauses or stalls at the elongation and termination steps. With the exception of programmed stalling, which is usually used by cells for regulatory purposes, ribosomes stalled on mRNAs need to be terminated and recycled to maintain adequate translation capacity. Much ribosome stalling originates in aberrant mRNAs that lack a stop codon. Transcriptional errors, misprocessing of primary transcripts, and undesired mRNA cleavage all contribute to the formation of non-stop mRNAs. Ribosomes stalled at the 3' end of non-stop mRNAs do not undergo normal termination owing to the lack of specific stop-codon recognition by canonical peptide release factors at the A-site decoding centre. In bacteria, the transfer-messenger RNA (tmRNA)-SmpB-mediated trans-translation rescue system reroutes stalled ribosomes to the normal elongation cycle and translation termination. Two additional rescue systems, ArfA-RF2 (refs 13, 14, 15, 16) and ArfB (formerly known as YaeJ), are also present in many bacterial species, but their mechanisms are not fully understood. Here, using cryo-electron microscopy, we characterize the structure of the Escherichia coli 70S ribosome bound with ArfA, the release factor RF2, a short non-stop mRNA and a cognate P-site tRNA. The C-terminal loop of ArfA occupies the mRNA entry channel on the 30S subunit, whereas its N terminus is sandwiched between the decoding centre and the switch loop of RF2, leading to marked conformational changes in both the decoding centre and RF2. Despite the distinct conformation of RF2, its conserved catalytic GGQ motif is precisely positioned next to the CCA-end of the P-site tRNA. These data illustrate a stop-codon surrogate mechanism for ArfA in facilitating the termination of non-stop ribosomal complexes by RF2.


Subject(s)
Cryoelectron Microscopy , Escherichia coli Proteins/metabolism , Peptide Chain Termination, Translational , Peptide Termination Factors/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism , Ribosomes/metabolism , Codon, Terminator , Escherichia coli/chemistry , Escherichia coli/genetics , Escherichia coli/ultrastructure , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/ultrastructure , Models, Molecular , Peptide Termination Factors/chemistry , Peptide Termination Factors/ultrastructure , Protein Binding , Protein Conformation , RNA, Messenger/chemistry , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/ultrastructure , Ribosome Subunits, Small, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Ribosomes/chemistry , Ribosomes/ultrastructure
8.
Methods ; 117: 59-66, 2017 03 15.
Article in English | MEDLINE | ID: mdl-27729294

ABSTRACT

Polysomes are macromolecular complexes made up of multiple ribosomes simultaneously translating a single mRNA into polypeptide chains. Together, the cellular mRNAs translated in this way are referred to 'translatome.' Translation determines a cell's overall gene expression profile. Studying translatome leads to a better understanding of the translational machinery and of its complex regulatory pathways. Given its fundamental role in cell homeostasis and division, bacterial translation is an important target for antibiotics. However, there are no detailed protocols for polysome purification from Staphylococcus aureus, the human pathogen responsible for the majority of multi-drug resistance issues. We therefore developed methods for the isolation of active polysomes, ribosomes, and ribosomal subunits, examining the purity and quality of each fraction and monitoring polysomal activity during protein synthesis. These steps are mandatory for the use of purified S. aureus polysomes and ribosomes for structural studies or for genome-scale analysis of most translated mRNAs.


Subject(s)
Cell Fractionation/methods , Polyribosomes/chemistry , Ribosome Subunits, Large, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/chemistry , Staphylococcus aureus/genetics , Electrophoresis, Agar Gel , Microscopy, Electron , Polyribosomes/ultrastructure , Protein Biosynthesis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/ultrastructure , Staphylococcus aureus/metabolism
9.
Nature ; 540(7631): 80-85, 2016 12 01.
Article in English | MEDLINE | ID: mdl-27842381

ABSTRACT

In all domains of life, selenocysteine (Sec) is delivered to the ribosome by selenocysteine-specific tRNA (tRNASec) with the help of a specialized translation factor, SelB in bacteria. Sec-tRNASec recodes a UGA stop codon next to a downstream mRNA stem-loop. Here we present the structures of six intermediates on the pathway of UGA recoding in Escherichia coli by single-particle cryo-electron microscopy. The structures explain the specificity of Sec-tRNASec binding by SelB and show large-scale rearrangements of Sec-tRNASec. Upon initial binding of SelB-Sec-tRNASec to the ribosome and codon reading, the 30S subunit adopts an open conformation with Sec-tRNASec covering the sarcin-ricin loop (SRL) on the 50S subunit. Subsequent codon recognition results in a local closure of the decoding site, which moves Sec-tRNASec away from the SRL and triggers a global closure of the 30S subunit shoulder domain. As a consequence, SelB docks on the SRL, activating the GTPase of SelB. These results reveal how codon recognition triggers GTPase activation in translational GTPases.


Subject(s)
Bacterial Proteins/metabolism , Escherichia coli/metabolism , GTP Phosphohydrolases/metabolism , Ribosomes/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/ultrastructure , Binding Sites , Codon, Terminator/chemistry , Codon, Terminator/genetics , Codon, Terminator/metabolism , Cryoelectron Microscopy , Endoribonucleases/metabolism , Enzyme Activation , Escherichia coli/chemistry , Escherichia coli/genetics , Escherichia coli/ultrastructure , Fungal Proteins/metabolism , GTP Phosphohydrolases/ultrastructure , Models, Molecular , Nucleic Acid Conformation , Protein Binding , Protein Biosynthesis , Protein Domains , RNA, Transfer, Amino Acid-Specific/chemistry , RNA, Transfer, Amino Acid-Specific/genetics , RNA, Transfer, Amino Acid-Specific/metabolism , RNA, Transfer, Amino Acid-Specific/ultrastructure , Ribosome Subunits, Large, Bacterial/chemistry , Ribosome Subunits, Large, Bacterial/metabolism , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Ribosomes/chemistry , Ribosomes/enzymology , Ribosomes/ultrastructure , Ricin/metabolism , Selenocysteine/metabolism
10.
Structure ; 23(10): 1858-1865, 2015 Oct 06.
Article in English | MEDLINE | ID: mdl-26299947

ABSTRACT

The ribosomal silencing factor RsfS slows cell growth by inhibiting protein synthesis during periods of diminished nutrient availability. The crystal structure of Mycobacterium tuberculosis (Mtb) RsfS, together with the cryo-electron microscopy (EM) structure of the large subunit 50S of Mtb ribosome, reveals how inhibition of protein synthesis by RsfS occurs. RsfS binds to the 50S at L14, which, when occupied, blocks the association of the small subunit 30S. Although Mtb RsfS is a dimer in solution, only a single subunit binds to 50S. The overlap between the dimer interface and the L14 binding interface confirms that the RsfS dimer must first dissociate to a monomer in order to bind to L14. RsfS interacts primarily through electrostatic and hydrogen bonding to L14. The EM structure shows extended rRNA density that it is not found in the Escherichia coli ribosome, the most striking of these being the extended RNA helix of H54a.


Subject(s)
Bacterial Proteins/chemistry , Gene Expression Regulation, Bacterial , Mycobacterium tuberculosis/genetics , Protein Biosynthesis , Ribosomal Proteins/chemistry , Transcription Factors/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Binding Sites , Cryoelectron Microscopy , Crystallography, X-Ray , Escherichia coli/genetics , Escherichia coli/metabolism , Models, Molecular , Mycobacterium smegmatis/genetics , Mycobacterium smegmatis/metabolism , Mycobacterium tuberculosis/metabolism , Protein Binding , Protein Multimerization , Protein Structure, Secondary , Protein Structure, Tertiary , RNA, Bacterial/chemistry , RNA, Bacterial/genetics , RNA, Bacterial/metabolism , RNA, Ribosomal/chemistry , RNA, Ribosomal/genetics , RNA, Ribosomal/metabolism , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Ribosomal Proteins/genetics , Ribosomal Proteins/metabolism , Ribosome Subunits, Large, Bacterial/genetics , Ribosome Subunits, Large, Bacterial/metabolism , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/genetics , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Transcription Factors/genetics , Transcription Factors/metabolism
11.
Elife ; 32014 Oct 14.
Article in English | MEDLINE | ID: mdl-25313868

ABSTRACT

Ribosome assembly is a complex process involving the folding and processing of ribosomal RNAs (rRNAs), concomitant binding of ribosomal proteins (r-proteins), and participation of numerous accessory cofactors. Here, we use a quantitative mass spectrometry/electron microscopy hybrid approach to determine the r-protein composition and conformation of 30S ribosome assembly intermediates in Escherichia coli. The relative timing of assembly of the 3' domain and the formation of the central pseudoknot (PK) structure depends on the presence of the assembly factor RimP. The central PK is unstable in the absence of RimP, resulting in the accumulation of intermediates in which the 3'-domain is unanchored and the 5'-domain is depleted for r-proteins S5 and S12 that contact the central PK. Our results reveal the importance of the cofactor RimP in central PK formation, and introduce a broadly applicable method for characterizing macromolecular assembly in cells.


Subject(s)
Cryoelectron Microscopy/methods , Escherichia coli/metabolism , Escherichia coli/ultrastructure , Mass Spectrometry/methods , Ribosome Subunits, Small, Bacterial/ultrastructure , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Models, Molecular , Negative Staining , Protein Conformation , Ribosome Subunits, Small, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/metabolism
12.
J Struct Funct Genomics ; 15(3): 117-24, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24748171

ABSTRACT

Cryo-transmission electron microscopy (Cryo-TEM) and particularly single particle analysis is rapidly becoming the premier method for determining the three-dimensional structure of protein complexes, and viruses. In the last several years there have been dramatic technological improvements in Cryo-TEM, such as advancements in automation and use of improved detectors, as well as improved image processing techniques. While Cryo-TEM was once thought of as a low resolution structural technique, the method is currently capable of generating nearly atomic resolution structures on a routine basis. Moreover, the combination of Cryo-TEM and other methods such as X-ray crystallography, nuclear magnetic resonance spectroscopy, and molecular dynamics modeling are allowing researchers to address scientific questions previously thought intractable. Future technological developments are widely believed to further enhance the method and it is not inconceivable that Cryo-TEM could become as routine as X-ray crystallography for protein structure determination.


Subject(s)
Cryoelectron Microscopy/methods , Microscopy, Electron, Transmission/methods , Multiprotein Complexes/ultrastructure , Nuclear Magnetic Resonance, Biomolecular/methods , Capsid Proteins/ultrastructure , Crystallography, X-Ray , Image Processing, Computer-Assisted/methods , Molecular Dynamics Simulation , Ribosome Subunits, Small, Bacterial/ultrastructure , env Gene Products, Human Immunodeficiency Virus/ultrastructure
13.
J Struct Biol ; 186(1): 153-66, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24631969

ABSTRACT

We introduce a new rotationally invariant viewing angle classification method for identifying, among a large number of cryo-EM projection images, similar views without prior knowledge of the molecule. Our rotationally invariant features are based on the bispectrum. Each image is denoised and compressed using steerable principal component analysis (PCA) such that rotating an image is equivalent to phase shifting the expansion coefficients. Thus we are able to extend the theory of bispectrum of 1D periodic signals to 2D images. The randomized PCA algorithm is then used to efficiently reduce the dimensionality of the bispectrum coefficients, enabling fast computation of the similarity between any pair of images. The nearest neighbors provide an initial classification of similar viewing angles. In this way, rotational alignment is only performed for images with their nearest neighbors. The initial nearest neighbor classification and alignment are further improved by a new classification method called vector diffusion maps. Our pipeline for viewing angle classification and alignment is experimentally shown to be faster and more accurate than reference-free alignment with rotationally invariant K-means clustering, MSA/MRA 2D classification, and their modern approximations.


Subject(s)
Cryoelectron Microscopy/methods , Algorithms , Escherichia coli/ultrastructure , Fourier Analysis , Imaging, Three-Dimensional , Models, Molecular , Principal Component Analysis , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/ultrastructure , Signal-To-Noise Ratio
14.
J Struct Biol ; 186(1): 1-7, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24607413

ABSTRACT

Cryo-electron microscopy is an increasingly popular tool for studying the structure and dynamics of biological macromolecules at high resolution. A crucial step in automating single-particle reconstruction of a biological sample is the selection of particle images from a micrograph. We present a novel algorithm for selecting particle images in low-contrast conditions; it proves more effective than the human eye on close-to-focus micrographs, yielding improved or comparable resolution in reconstructions of two macromolecular complexes.


Subject(s)
Cryoelectron Microscopy/methods , Imaging, Three-Dimensional , Artificial Intelligence , Bacterial Proteins/ultrastructure , Escherichia coli , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/ultrastructure , Software , Thermus thermophilus , Vacuolar Proton-Translocating ATPases/ultrastructure
15.
Protein Cell ; 5(5): 394-407, 2014 May.
Article in English | MEDLINE | ID: mdl-24671761

ABSTRACT

The in vivo assembly of ribosomal subunits is a highly complex process, with a tight coordination between protein assembly and rRNA maturation events, such as folding and processing of rRNA precursors, as well as modifications of selected bases. In the cell, a large number of factors are required to ensure the efficiency and fidelity of subunit production. Here we characterize the immature 30S subunits accumulated in a factor-null Escherichia coli strain (∆rsgA∆rbfA). The immature 30S subunits isolated with varying salt concentrations in the buffer system show interesting differences on both protein composition and structure. Specifically, intermediates derived under the two contrasting salt conditions (high and low) likely reflect two distinctive assembly stages, the relatively early and late stages of the 3' domain assembly, respectively. Detailed structural analysis demonstrates a mechanistic coupling between the maturation of the 5' end of the 17S rRNA and the assembly of the 30S head domain, and attributes a unique role of S5 in coordinating these two events. Furthermore, our structural results likely reveal the location of the unprocessed terminal sequences of the 17S rRNA, and suggest that the maturation events of the 17S rRNA could be employed as quality control mechanisms on subunit production and protein translation.


Subject(s)
RNA, Ribosomal/analysis , Ribosomal Proteins/metabolism , Ribosome Subunits, Small, Bacterial/chemistry , Cryoelectron Microscopy , Escherichia coli/metabolism , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , GTP Phosphohydrolases/genetics , GTP Phosphohydrolases/metabolism , Mass Spectrometry , Protein Structure, Secondary , Protein Structure, Tertiary , RNA, Ribosomal/metabolism , Ribosomal Proteins/chemistry , Ribosomal Proteins/genetics , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Salts/chemistry
16.
J Struct Biol ; 184(2): 226-36, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23954653

ABSTRACT

The resolution of density maps from single particle analysis is usually measured in terms of the highest spatial frequency to which consistent information has been obtained. This calculation represents an average over the entire reconstructed volume. In practice, however, substantial local variations in resolution may occur, either from intrinsic properties of the specimen or for technical reasons such as a non-isotropic distribution of viewing orientations. To address this issue, we propose the use of a space-frequency representation, the short-space Fourier transform, to assess the quality of a density map, voxel-by-voxel, i.e. by local resolution mapping. In this approach, the experimental volume is divided into small subvolumes and the resolution determined for each of them. It is illustrated in applications both to model data and to experimental density maps. Regions with lower-than-average resolution may be mobile components or ones with incomplete occupancy or result from multiple conformational states. To improve the interpretability of reconstructions, we propose an adaptive filtering approach that reconciles the resolution to which individual features are calculated with the results of the local resolution map.


Subject(s)
Cryoelectron Microscopy/methods , Models, Molecular , Algorithms , Capsid Proteins/chemistry , Capsid Proteins/ultrastructure , Computer Simulation , Fourier Analysis , Herpesvirus 1, Human/ultrastructure , Imaging, Three-Dimensional , Ribosome Subunits, Large, Bacterial/chemistry , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/chemistry , Ribosome Subunits, Small, Bacterial/ultrastructure , Sensitivity and Specificity , Thermus thermophilus
17.
Article in English | MEDLINE | ID: mdl-23989164

ABSTRACT

High-resolution ribosome structures determined by X-ray crystallography have provided important insights into the mechanism of translation. Such studies have thus far relied on large ribosome crystals kept at cryogenic temperatures to reduce radiation damage. Here, the application of serial femtosecond X-ray crystallography (SFX) using an X-ray free-electron laser (XFEL) to obtain diffraction data from ribosome microcrystals in liquid suspension at ambient temperature is described. 30S ribosomal subunit microcrystals diffracted to beyond 6 Šresolution, demonstrating the feasibility of using SFX for ribosome structural studies. The ability to collect diffraction data at near-physiological temperatures promises to provide fundamental insights into the structural dynamics of the ribosome and its functional complexes.


Subject(s)
Electrons , Ribosome Subunits, Small, Bacterial/ultrastructure , Thermus thermophilus/chemistry , Crystallization , Crystallography, X-Ray , Lasers , Ribosome Subunits, Small, Bacterial/chemistry , Temperature , X-Ray Diffraction
18.
J Struct Biol ; 183(3): 377-388, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23872434

ABSTRACT

We describe an implementation of maximum likelihood classification for single particle electron cryo-microscopy that is based on the FREALIGN software. Particle alignment parameters are determined by maximizing a joint likelihood that can include hierarchical priors, while classification is performed by expectation maximization of a marginal likelihood. We test the FREALIGN implementation using a simulated dataset containing computer-generated projection images of three different 70S ribosome structures, as well as a publicly available dataset of 70S ribosomes. The results show that the mixed strategy of the new FREALIGN algorithm yields performance on par with other maximum likelihood implementations, while remaining computationally efficient.


Subject(s)
Image Processing, Computer-Assisted , Software , Algorithms , Bayes Theorem , Computer Simulation , Cryoelectron Microscopy/methods , Escherichia coli , Likelihood Functions , Models, Molecular , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/ultrastructure
19.
Nat Commun ; 4: 1477, 2013.
Article in English | MEDLINE | ID: mdl-23403578

ABSTRACT

Tetracycline resistance protein Tet(O), which protects the bacterial ribosome from binding the antibiotic tetracycline, is a translational GTPase with significant similarity in both sequence and structure to the elongation factor EF-G. Here, we present an atomic model of the Tet(O)-bound 70S ribosome based on our cryo-electron microscopic reconstruction at 9.6-Å resolution. This atomic model allowed us to identify the Tet(O)-ribosome binding sites, which involve three characteristic loops in domain 4 of Tet(O). Replacements of the three amino-acid tips of these loops by a single glycine residue result in loss of Tet(O)-mediated tetracycline resistance. On the basis of these findings, the mechanism of Tet(O)-mediated tetracycline resistance can be explained in molecular detail.


Subject(s)
Bacterial Proteins/metabolism , Campylobacter jejuni/metabolism , Carrier Proteins/metabolism , Ribosomal Proteins/metabolism , Tetracycline Resistance , Amino Acid Sequence , Bacterial Proteins/chemistry , Bacterial Proteins/ultrastructure , Carrier Proteins/chemistry , Carrier Proteins/ultrastructure , Cryoelectron Microscopy , Guanosine Triphosphate/analogs & derivatives , Guanosine Triphosphate/chemistry , Guanosine Triphosphate/metabolism , Models, Molecular , Molecular Sequence Data , Mutant Proteins/chemistry , Mutant Proteins/metabolism , Protein Binding , Protein Structure, Secondary , Protein Structure, Tertiary , RNA, Transfer/chemistry , RNA, Transfer/metabolism , Ribosomal Proteins/chemistry , Ribosome Subunits, Large, Bacterial/metabolism , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Ribosomes/metabolism , Ribosomes/ultrastructure , Structural Homology, Protein
20.
Mol Cell Proteomics ; 11(12): 1965-76, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23033476

ABSTRACT

Ribosomal protein S1 has been shown to be a significant effector of prokaryotic translation. The protein is in fact capable of efficiently initiating translation, regardless of the presence of a Shine-Dalgarno sequence in mRNA. Structural insights into this process have remained elusive, as S1 is recalcitrant to traditional techniques of structural analysis, such as x-ray crystallography. Through the application of protein cross-linking and high resolution mass spectrometry, we have detailed the ribosomal binding site of S1 and have observed evidence of its dynamics. Our results support a previous hypothesis that S1 acts as the mRNA catching arm of the prokaryotic ribosome. We also demonstrate that in solution the major domains of the 30S subunit are remarkably flexible, capable of moving 30-50Å with respect to one another.


Subject(s)
Escherichia coli Proteins/analysis , Escherichia coli Proteins/metabolism , Peptide Chain Initiation, Translational , Ribosomal Proteins/analysis , Ribosomal Proteins/metabolism , Ribosome Subunits, Small, Bacterial/ultrastructure , Binding Sites , Crystallography, X-Ray , Escherichia coli/genetics , Escherichia coli/metabolism , Mass Spectrometry , Nucleic Acid Conformation , Protein Biosynthesis , RNA, Messenger , Ribosome Subunits, Small, Bacterial/metabolism
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