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Despite the fact that single particle cryo-EM has become a powerful method of structural biology, processing cryo-EM images are challenging due to the low SNR, high-dimension and un-label nature of the data. Selecting the best subset of particle images relies on 2D classification—a process that involves iterative image alignment and clustering. This process, however, represents a major time sink, particularly when the data is massive or overly heterogeneous. Popular approaches to this process often trade its robustness for efficiency. Here, we introduced a new unsupervised 2D classification method termed RE2DC. It is built upon a highly efficient variant ofγ-SUP, a robust statistical cryo-EM clustering algorithm resistant to the attractor effect. To develop this efficient variant, we employed a tree-based approximation to reduce the computation complexity fromO(N2) toO(N), withNas the number of images. In addition, we exploited t-SNE visualization to unveil the process of 2D classification. Our tests of RE2DC using various datasets demonstrate it is both robust and efficient, with the potential to reveal subtle structural intermediates. Using RE2DC to curate a dataset of sub-millions of COVID-19 spike particles picked from 3,511 movies only takes 8 hours, suggesting its capability of accelerating cryo-EM structural determination. Currently, RE2DC is available with both CPU and GPU versions, where the implementation only requires modest hardware resources.

Rpc31 is a subunit in the TFIIE-related Rpc82/34/31 heterotrimeric subcomplex of Saccharomyces cerevisiae RNA polymerase III (pol III). Structural analyses of pol III have indicated that the N-terminal region of Rpc31 anchors on Rpc82 and further interacts with the polymerase core and stalk subcomplex. However, structural and functional information for the C-terminal region of Rpc31 is sparse. We conducted a mutational analysis on Rpc31, which uncovered a functional peptide adjacent to the highly conserved Asp-Glu-rich acidic C-terminus. This C-terminal peptide region, termed ‘pre-acidic’, is important for optimal cell growth, tRNA synthesis, and stable association of Rpc31 in the pre-initiation complex (PIC). Our site-directed photo-cross-linking to map protein interactions within the PIC reveal that this pre-acidic region specifically targets Rpc34 during transcription initiation, but also interacts with the DNA entry surface in free pol III. Thus, we have uncovered a switchable Rpc31 C-terminal region that functions in an initiation-specific protein interaction for pol III transcription.

Splicing, a key step in the eukaryotic gene-expression pathway, converts precursor messenger RNA (pre-mRNA) into mRNA by excising introns and ligating exons. This task is accomplished by the spliceosome, a macromolecular machine that must undergo sequential conformational changes to establish its active site. Each of these major changes requires a dedicated DExD/H-box ATPase, but how these enzymes are activated remain obscure. Here we show that Prp28, a yeast DEAD-box ATPase, transiently interacts with the conserved 5′ splice-site (5′SS) GU dinucleotide and makes splicing-dependent contacts with the U1 snRNP protein U1C, and U4/U6.U5 tri-snRNP proteins, Prp8, Brr2, and Snu114. We further show that Prp28’s ATPase activity is potentiated by the phosphorylated Npl3, but not the unphosphorylated Npl3, thus suggesting a strategy for regulating DExD/H-box ATPases. We propose that Npl3 is a functional counterpart of the metazoan-specific Prp28 N-terminal region, which can be phosphorylated and serves as an anchor to human spliceosome., Yeast helicase Prp28 promotes the first step of spliceosome remodeling. By placing a photoactivatable unnatural amino acid in Prp28, the authors capture Prp28 in action revealing its dynamic interactions and cofactor Npl3.

2D classification plays a pivotal role in analyzing single particle cryo-electron microscopy images. Here, we introduce a simple and loss-less pre-processor that incorporates a fast dimension-reduction (2SDR) de-noiser to enhance 2D classification. By implementing this 2SDR pre-processor prior to a representative classification algorithm like RELION and ISAC, we compare the performances with and without the pre-processor. Tests on multiple cryo-EM experimental datasets show the pre-processor can make classification faster, improve yield of good particles and increase the number of class-average images to generate better initial models. Testing on the nanodisc-embedded TRPV1 dataset with high heterogeneity using a 3D reconstruction workflow with an initial model from class-average images highlights the pre-processor improves the final resolution to 2.82 Å, close to 0.9 Nyquist. Those findings and analyses suggest the 2SDR pre-processor, of minimal cost, is widely applicable for boosting 2D classification, while its generalization to accommodate neural network de-noisers is envisioned., Chung et al. introduce Pre-Pro as a loss-less pre-processor incorporating a fast dimension-reduction (2SDR) de-noiser to enhance 2D classification. Implementing it in representative classification algorithm like RELION and ISAC, they further demonstrate faster classification, improved quality of class-average images and yield of good particles which improve the final resolution.

Principal component analysis (PCA) is arguably the most widely used dimension-reduction method for vector-type data. When applied to a sample of images, PCA requires vectorization of the image data, which in turn entails solving an eigenvalue problem for the sample covariance matrix. We propose herein a two-stage dimension reduction (2SDR) method for image reconstruction from high-dimensional noisy image data. The first stage treats the image as a matrix, which is a tensor of order 2, and uses multilinear principal component analysis (MPCA) for matrix rank reduction and image denoising. The second stage vectorizes the reduced-rank matrix and achieves further dimension and noise reduction. Simulation studies demonstrate excellent performance of 2SDR, for which we also develop an asymptotic theory that establishes consistency of its rank selection. Applications to cryo-EM (cryogenic electronic microscopy), which has revolutionized structural biology, organic and medical chemistry, cellular and molecular physiology in the past decade, are also provided and illustrated with benchmark cryo-EM datasets. Connections to other contemporaneous developments in image reconstruction and high-dimensional statistical inference are also discussed., Comment: 29 pages, 8 figures and 3 tables

Nervous necrosis virus (NNV) is a non-enveloped virus that causes massive mortality in aquaculture fish production worldwide. Recently X-ray crystallography and single particle cryo-EM have independently determined the icosahedral capsid of NNV to near-atomic resolutions to show the capsid protein is composed of a S-domain (shell) and a P-domain (protrusion) connected by a linker. However, the structure of the spike on NNV capsid made of trimeric P-domains was poorly resolved by cryo-EM. In addition, comparing the spike in the cryo-EM with that by X-ray suggests that the P-domain can move drastically relative to the shell, implicating an underlying structural mechanism during the infectious process. Yet, it remains unclear that such structural re-arrangement is ascribed to the change of the conformation of individual P-domain or in the association among P-domains. Given that molecular structure of the P-domain in solution phase is still lacking, we aim to determine the structure of the P-domain by solution NMR spectroscopy. In this communication, we report backbone and side chain 1H, 13C and 15N chemical shifts of the P-domain (residues 221–338) together with the linker region (residues 214–220), revealing ten β-strands via chemical shift propensity analysis. Our findings are consistent with the X-ray crystal structure of the P-domain reported elsewhere. The current study provides a framework towards further structural analyses of the P-domain in various solution conditions.

The particulate methane monooxygenase (pMMO) is the first enzyme in the C1 metabolic pathway in methanotrophic bacteria. As this enzyme converts methane into methanol efficiently near room temperature, it has become the paradigm for developing an understanding of this difficult C1 chemistry. pMMO is a membrane-bound protein with three subunits (PmoB, PmoA, and PmoC) and 12-14 coppers distributed among different sites. X-ray crystal structures that have revealed only three mononuclear coppers at three sites have neither disclosed the location of the active site nor the catalytic mechanism of the enzyme. Here we report a cyro-EM structure of holo-pMMO from Methylococcus capsulatus (Bath) at 2.5 A, and develop quantitative electrostatic-potential profiling to scrutinize the nonprotein densities for signatures of the copper cofactors. Our results confirm a mononuclear CuI at the A site, resolve two CuIs at the B site, and uncover additional CuI clusters at the PmoA/PmoC interface within the membrane (D site) and in the water-exposed C-terminal subdomain of the PmoB (E clusters). These findings complete the minimal set of copper factors required for catalytic turnover of pMMO, offering a glimpse of the catalytic machinery for methane oxidation according to the chemical principles underlying the mechanism proposed earlier.

In this focused review, we portray the recently reported 2.5 A cyro-EM structure of the particulate methane monooxygenase (pMMO) from M. capsulatus (Bath). The structure of the functional holo-pMMO near atomic resolution has uncovered the sites of the copper cofactors including the location of the active site in the enzyme. The three coppers seen in the original X-ray crystal structures of the enzyme are now augmented by additional coppers in the transmembrane domain as well as in the water-exposed C-terminal subdomain of the PmoB subunit. The cryo-EM structure offers the first glimpse of the catalytic machinery capable of methane oxidation with high selectivity and efficiency. The findings are entirely consistent with the biochemical and biophysical findings previously reported in the literature, including the chemistry of hydrocarbon hydroxylation, regeneration of the catalyst for multiple turnovers, and the mechanism of aborting non-productive cycles to ensure kinetic competence.

During this global pandemic, cryo-EM has made a great impact on the structure determination of COVID-19 proteins. However, nearly all high-resolution results are based on data acquired on state-of-the-art microscopes where their availability is restricted to a number of centers across the globe with the studies on infectious viruses being further regulated or forbidden. One potential remedy is to employ multipurpose microscopes. Here, we investigated the capability of 200 kV multipurpose microscopes equipped with a direct electron camera in determining the structures of infectious particles. We used 30 nm particles of the grouper nerve necrosis virus as a test sample and obtained the cryo-EM structure with a resolution as high as ∼2.7 Å from a setting that used electron counting. For comparison, we tested a high-end cryo-EM (Talos Arctica) using a similar virus (Macrobrachium rosenbergii nodavirus) to obtain virtually the same resolution. Those results revealed that the resolution is ultimately limited by the depth of field. Our work updates the density maps of these viruses at the sub-3Å level to allow for building accurate atomic models from de novo to provide structural insights into the assembly of the capsids. Importantly, this study demonstrated that multipurpose TEMs are capable of the high-resolution cryo-EM structure determination of infectious particles and is thus germane to the research on pandemics.

Our capability to visualize protein complexes such as RNA polymerase II (pol II) by single-molecule imaging techniques has largely been hampered by the absence of a simple bio-orthogonal approach for selective labeling with a fluorescent probe. Here, we modify the existing calmodulin-binding peptide (CBP) in the widely used Tandem Affinity Purification (TAP) tag to endow it with a high affinity for calmodulin (CaM) and use dye-CaM to conduct site-specific labeling of pol II. To demonstrate the single molecule applicability of this approach, we labeled the C-terminus of the Rpb9 subunit of pol II with donor-CaM and a site in TFIIF with an acceptor to generate a FRET (fluorescence resonance energy transfer) pair in the pol II-TFIIF complex. We then used total internal reflection fluorescence microscopy (TIRF) with alternating excitation to measure the single molecule FRET (smFRET) efficiency between these two sites in pol II-TFIIF. We found they exhibited a proximity consistent with that observed in the transcription pre-initiation complex by cryo-electron microscopy (cryo-EM). We further compared our non-covalent labeling approach with an enzyme-enabled covalent labeling method. The virtually indistinguishable results validate our smFRET approach and show that the observed proximity between the two sites represents a hallmark of the pol II-TFIIF complex. Taken together, we present a simple and versatile bio-orthogonal method derived from TAP to enable selective labeling of a protein complex. This method is suitable for analyzing dynamic relationships among proteins involved in transcription and it can be readily extended to many other biological processes.

Vibrio parahaemolyticus is a human enteropathogenic bacterium and is also pathogenic to shrimp and finfish. In a search for a biocontrol agent for V. parahaemolyticus and other pathogenic Vibrio species, a lytic phage VP06 was isolated from oyster using V. parahaemolyticus as the host. VP06 is a Siphoviridae phage with a polyhedral head and a long tail. The genome sequence of VP06 was 75,893 nucleotides in length and the G + C content was 49%; a total of 101 CDSs were identified in VP06, of which 39 exhibited functional domains/motifs. The genomic sequence of VP06 is similar to those of a lytic Vibrio vulnificus phage SSP002 and a temperate V. parahaemolyticus phage vB_VpaS_MAR10, although VP06 has distinct features in the CDS arrangement and 14 unique CDSs. Phylogenetic analysis revealed that VP06, SSP002 and vB_VpaS_MAR10 belong to a novel genus cluster of Siphoviridae phages. This phage lysed 28.1% of various Vibrio strains, and the efficiency of plating method revealed that VP06 was highly effective in lysing strains of Vibrio alginolyticus, Vibrio azureus, Vibrio harveyi and V. parahaemolyticus. The properties of VP06, including its broad range of hosts and resistance to environmental stresses, indicate that it may be a candidate biocontrol agent.

With the enhancement of algorithms, cryo-EM has become the most efficient technique to solve structures of molecules. Take a recent event for example, after the outbreak of COVID-19 in January, the first structure of 2019-nCoV Spike trimer was published in March using cryo-EM, which has provided crucial medical insight for developing vaccines. The enabler behind this efficiency is the GPU-accelerated computation which shortens the whole analysis process to 12 days. However, the data characteristics include strong noise, huge dimension, large sample size and high heterogeneity with unknown orientations have made analysis very challenging. Though, the popular GPU-accelerated Bayesian approach has been shown to be successful in 3D refinement. It is noted that the traditional method based on multireference alignment may better differentiate subtle structure differences under low signal to noise ratio (SNR). However, a modular GPU-acceleration package for multireference alignment is still lacking in the field. In this work, a modular GPU-accelerated alignment library called Cryo-RALib is proposed. The library contains both reference-free alignment and multireference alignment that can be widely used to accelerate state-of-the-art classification algorithms. In addition, we connect the cryo-EM image analysis with the python data science stack which enables users to perform data analysis, visualization and inference more easily. Benchmark on the TaiWan Computing Cloud container, our implementation can accelerate the computation by one order of magnitude. The library has been made publicly available at this https URL.

Splicing is initiated by a productive interaction between the pre-mRNA and the U1 snRNP, in which a short RNA duplex is established between the 5′ splice site of a pre-mRNA and the 5′ end of the U1 snRNA. A long-standing puzzle has been why the AU dincucleotide at the 5′-end of the U1 snRNA is highly conserved, despite the absence of an apparent role in the formation of the duplex. To explore this conundrum, we varied this AU dinucleotide into all possible permutations and analyzed the resulting molecular consequences. This led to the unexpected findings that the AU dinucleotide dictates the optimal binding of cap-binding complex (CBC) to the 5′ end of the nascent U1 snRNA, which ultimately influences the utilization of U1 snRNP in splicing. Our data also provide a structural interpretation as to why the AU dinucleotide is conserved during evolution.

Nervous necrosis virus (NNV) is a non-enveloped virus that causes massive mortality in aquaculture fish production worldwide. Recently X-ray crystallography and single particle cryo-EM have independently determined the icosahedral capsid of NNV to near-atomic resolutions to show the capsid protein is composed of a S-domain (shell) and a P-domain (protrusion) connected by a linker. However, the structure of the spike on NNV capsid made of trimeric P-domains was poorly resolved by cryo-EM. In addition, comparing the spike in the cryo-EM with that by X-ray suggests that the P-domain can move drastically relative to the shell, implicating an underlying structural mechanism during the infectious process. Yet, it remains unclear that such structural re-arrangement is ascribed to the change of the conformation of individual P-domain or in the association among P-domains. Given that molecular structure of the P-domain in solution phase is still lacking, we aim to determine the structure of the P-domain by solution NMR spectroscopy. In this communication, we report backbone and side chain

The spatial resolution of x-ray free-electron laser (XFEL) coherent diffraction imaging is currently limited by the fluence of XFELs. Here, we clarify this issue by systematically studying the diffraction with a SPring-8 angstrom compact free electron laser XFEL on gold nanoparticles of size from 10 nm to 80 nm in water solution. The coherent x-ray diffraction patterns obtained from single XFEL pulses were quantitatively analyzed using a small-angle x-ray scattering scheme along with computer simulations. The results show that the detectability of Au nanoparticles can be described by a “master curve” as a function of total electron density, particle size, and x-ray fluence. The difficulty in detecting a small particle under the current XFEL fluence, however, could be largely eliminated by the image enhancement effect through interference from a strong scattering nanoparticle nearby. We investigate this image enhancement effect by quantitatively analyzing the two-particle scattering from Au nanoparticles, and further, applying it to detect a weak biological object of influenza virus with the aid of an Au nanoparticle.

Although Enterovirus 71 (EV71) has only one serotype based on serum neutralization tests using hyperimmune animal antisera, three major genogroups (A, B and C) including eleven genotypes (A, B1-B2, and C1-C5) can be well classified based on phylogenetic analysis. Since 1997, large-scale EV71 epidemics occurred cyclically with different genotypes in the Asia-Pacific region. Therefore, development of EV71 vaccines is a national priority in several Asian countries. Currently, five vaccine candidates have been evaluated in clinical trials in China (three C4 candidates), Singapore (one B2 candidate), and Taiwan (one B4 candidate). Overall, the peak viral titers of these 5 vaccine candidates could only reach about 107 TCID50/mL. Moreover, genotypes of these 5 candidates are different from the current predominant genotype B5 in Taiwan and South-Eastern Asia. We adapted a high-growth EV71 genotype B5 (HG-B5) virus after multiple passages and plaque selections in Vero cells and the HG-B5 virus could reach high titers (>108 TCID50/mL) in a microcarrier-based cell culture system. The viral particles were further purified and formulated with alum adjuvant. After two doses of intramuscular immunization in rabbits, the HG-B5 vaccine candidate could induce cross-reactive neutralizing antibodies against the three major EV71 genogroups. In conclusion, a high-growth EV71 virus was successfully adapted in Vero cells and could induce broad spectrum neutralizing antibody titers against three (A, B5, and C4) genotypes in rabbits.

In mammals, a distinct RNA polymerase II form, RNAPII(G) contains a novel subunit Gdown1 (encoded by POLR2M), which represses gene activation, only to be reversed by the multisubunit Mediator co-activator. Here, we employed single-particle cryo-electron microscopy (cryo-EM) to disclose the architectures of RNAPII(G), RNAPII and RNAPII in complex with the transcription initiation factor TFIIF, all to ~19 A. Difference analysis mapped Gdown1 mostly to the RNAPII Rpb5 shelf-Rpb1 jaw, supported by antibody labelling experiments. These structural features correlate with the moderate increase in the efficiency of RNA chain elongation by RNAP II(G). In addition, our updated RNAPII-TFIIF map showed that TFIIF tethers multiple regions surrounding the DNA-binding cleft, in agreement with cross-linking and biochemical mapping. Gdown1's binding sites overlap extensively with those of TFIIF, with Gdown1 sterically excluding TFIIF from RNAPII, herein demonstrated by competition assays using size exclusion chromatography. In summary, our work establishes a structural basis for Gdown1 impeding initiation at promoters, by obstruction of TFIIF, accounting for an additional dependent role of Mediator in activated transcription.

Fis protein can bend DNA chain with length much shorter than its persistence length. We applied single-molecule fluorescence resonance energy transfer method to probe these conformational changes. A broad distribution of end-to-end distances correlates well with the molecular dynamics simulation. The flexibility of DNA upon Fis binding is attributed to the breakages of hydrogen bonds between base pairs. DNA kinks at specific sites, instead of continuous bending. The loosening of DNA structures might have biological implications for the functions of Fis-proteins as transcription cofactors.

RNA polymerase II (pol II) is an essential enzyme that transcribes protein-coding genes. It is of rudimentary and medical importance to understand the mechanisms of pol II transcription. By passivating fused-silica surface with biologically-friendly polyethylene glycol (PEG), we immobilized a RNA-primed double-stranded DNA, termed DNA/RNA scaffold, to build a single molecule transcription assay using FRET (fluorescence resonance energy transfer) signals from a donor on DNA and an acceptor on RNA as readouts, which allowed us to monitor how pol II assembles with the DNA/RNA scaffold with a total internal reflection fluorescence microscope. Here, our single molecular FRET assay shows that the DNA/RNA scaffold assumes heterogeneous conformations in the absence of pol II but retains a unique conformation in the presence of pol II, indicated by a single-valued FRET value consistent with the RNA engaging in the pol II's RNA exit channel. Our study of pol II interacting with DNA/RNA offers an example for demonstrating that the single FRET assay is powerful in the following aspects: (1) it improves the spatial resolution of a few hundreds of nanometers, limited by optical diffraction on an ordinary fluorescence microscope, to nanometers; (2) it provides dynamical information with temporal resolution set by fluorescence microscopy instrumentation; and (3) it allows sorting of single molecules to reveal the heterogeneity, averaged out by bulk measurements. Such a single molecule FRET transcription assay can be readily extended to visualize nascent RNA extension in real-time with the supply of NTPs, or be applied to dissect the architecture of various kinds of RNA polymerases, including pol I and pol III, the relatives of pol II.

Single-molecule fluorescence resonance energy transfer (smFRET) has emerged as a powerful technique for visualizing the dynamics and architecture of proteins, multi-subunit protein complexes, or protein-nucleic acid complexes. To suffice a FRET study, selective labeling with a pair of a donor dye and an acceptor dye is required, with the two dyes on two sites on a protein, or with the donor on one protein sub-unit while the acceptor on another subunit, or with the pair divided between protein and DNA (RNA). Due to the availability of orthogonal chemical moieties, most biophysicists armed with single FRET have been limited to the processes of nucleic acids metabolism by studying protein-DNA (-RNA) interactions. Nevertheless, diverse biological processes usually involve communications between proteins. Indeed, protein-protein interactions constitute fundamental questions regarding intra- and intercellular signal transduction and are under intensive research, yet mainly by conventional methodologies. In this review, various bio-orthogonal methods recently developed for labeling proteins via protein domains, small peptides, or single amino acids are examined. These approaches comprise a repertoire that overcomes the challenges of labeling two sites on a protein or a protein complex to facilitate the investigation of protein-protein interactions by the modern single molecule FRET method.

The virus-like particle (VLP) assembled from capsid subunits of the dragon grouper nervous necrosis virus (DGNNV) is very similar to its native T = 3 virion. In order to investigate the effects of four cysteine residues in the capsid polypeptide on the assembly/dissociation pathways of DGNNV virions, we recombinantly cloned mutant VLPs by mutating each cysteine to destroy the specific disulfide linkage as compared with thiol reduction to destroy all S-S bonds. The mutant VLPs of C187A and C331A mutations were similar to wild-type VLPs (WT-VLPs); hence, the effects of Cys187 and Cys331 on the particle formation and thermostability were presumably negligible. Electron microscopy showed that either C115A or C201A mutation disrupted de novo VLP formation significantly. As shown in micrographs and thermal decay curves, beta-mercaptoethanol-treated WT-VLPs remained intact, merely resulting in lower tolerance to thermal disruption than native WT-VLPs. This thiol reduction broke disulfide linkages inside the pre-fabricated VLPs, but it did not disrupt the appearance of icosahedrons. Small dissociated capsomers from EGTA-treated VLPs were able to reassemble back to icosahedrons in the presence of calcium ions, but additional treatment with beta-mercaptoethanol during EGTA dissociation resulted in inability of the capsomers to reassemble into the icosahedral form. These results indicated that Cys115 and Cys201 were essential for capsid formation of DGNNV icosahedron structure in de novo assembly and reassembly pathways, as well as for the thermal stability of pre-fabricated particles.

A Boersch electrostatic phase plate (BEPP) used in a transmission electron microscope (TEM) system can provide tuneable phase shifts and overcome the low contrast problem for biological imaging. Theoretically, a pure phase image with a high phase contrast can be obtained using a BEPP. However, a currently available TEM system utilizing a BEPP cannot achieve sufficiently high phase efficiency for biological imaging, owing to the practical conditions. The low phase efficiency is a result of the blocking of partial unscattered electrons by BEPP, and the contribution of absorption contrast. The fraction of blocked unscattered beam is related to BEPP dimensions and to divergence of the illumination system of the TEM. These practical issues are discussed in this paper. Phase images of biological samples (negatively stained ferritin) obtained by utilizing a BEPP are reported, and the phase contrast was found to be enhanced by a factor of approximately 1.5, based on the calculation using the Rose contrast criterion. The low gain in phase contrast is consistent with the expectation from the current TEM/BEPP system. A new generation of phase TEM utilizing BEPP and designed for biological imaging with a high phase efficiency is proposed.

A simple genetic tag-based labeling method that permits specific attachment of a fluorescence probe near the C terminus of virtually any subunit of a protein complex is implemented. Its immediate application to yeast RNA polymerase II (pol II) enables us to test various hypotheses of RNA exit channel by using fluorescence resonance energy transfer (FRET) analysis. The donor dye is labeled on a site near subunit Rpb3 or Rpb4, and the acceptor dye is attached to the 5′ end of RNA transcript in the pol II elongation complex. Both in-gel and single-molecule FRET analysis show that the growing RNA is leading toward Rpb4, not Rpb3, supporting the notion that RNA exits through the proposed channel 1. Distance constraints derived from our FRET results, in conjunction with triangulation, reveal the exit track of RNA transcript on core pol II by identifying amino acids in the vicinity of the 5′ end of RNA and show that the extending RNA forms contacts with the Rpb7 subunit. The significance of RNA exit route in promoter escape and that in cotranscriptional mRNA processing is discussed.

Piscine betanodavirus possesses a bipartite genome of single-stranded (+)RNAs. RNA2 cDNA of dragon grouper nervous necrosis virus (DGNNV) has been expressed previously to form virus-like particles (VLPs), which are highly similar to the native virion. Experiments with calcium-chelating or reducing/oxidizing reagents showed that the DGNNV VLPs required only calcium for particle assembly. With the recombinant VLPs, site-directed mutagenesis can be employed to investigate the roles of calcium-binding ligands in particle formation. The results of mutational analysis of DxxDxD, which is putatively involved in the coordination of calcium ions, showed that the D133N mutation significantly disrupted the assembly of VLPs, while D130N and D135N mutants produced heterogeneous VLPs with broken shapes. The thermal stability of the VLP-forming fractions demonstrated that VLPs of the D135N mutant were stable at a temperature of 85 degrees C, which is slightly higher than that for wild-type, whereas VLPs of the D130N mutant could not tolerate the thermal effects at a temperature higher than 60 degrees C. It was deduced that the three aspartate residues of the motif DxxDxD are all important for the efficient formation of DGNNV VLPs and that, among them, the DxxD provides a more stable coordinate of calcium ligand than DxD.

In the first step of formation of spliceosome toward catalyzing mRNA formation, U1 particle would come to recognize the 5 splice site on the pre-mRNA. Later, a ATPase/helicase named Prp28 comes in to disrupt the U1/pre-mRNA base-pairing to prepare the pre-mRNA to engage with the U6 particle, which is a ribozyme that will perform the catalysis. In yeast, however, it was discovered that mutations on several yeast-specific U1 proteins including Snu71p would allow the system to bypass the control by Prp28. In order to understand the bypass mechanism, we set out to study the communication between those yeast-specific proteins and the 5 splice site. To facilitate such, we have created a single-molecule strategy to measure the proximity between 5 splice site and a yeast-specific protein. In brief, the fluorescence resonance energy transfer experiment is designed for a donor labeled on the yeast-specific protein and an acceptor on the 5 splice site. The donor is carried by an off-resistant donor-labeled calmodulin that is also immobilized on the microscope slide surface while the 5 splice site labeled by an acceptor, of which the presence is monitored by a modified alternating laser excitation that can reduce the photo-damage of the dye.

The structure of an RNA polymerase II/general transcription factor TFIIF complex was determined by cryo-electron microscopy and single particle analysis. Density due to TFIIF was not concentrated in one area but rather was widely distributed across the surface of the polymerase. The largest subunit of TFIIF interacted with the dissociable Rpb4/Rpb7 polymerase subunit complex and with the mobile "clamp." The distribution of the second largest subunit of TFIIF was very similar to that previously reported for the σ subunit in the bacterial RNA polymerase holoenzyme, consisting of a series of globular domains extending along the polymerase active site cleft. This result indicates that the second TFIIF subunit is a true structural homolog of the bacterial σ factor and reveals an important similarity of the transcription initiation mechanism between bacteria and eukaryotes. The structure of the RNAPII/TFIIF complex suggests a model for the organization of a minimal transcription initiation complex.

An 18 A resolution structure of the 12-subunit yeast RNA polymerase II (RNAPII) calculated from electron microscope images of single particles preserved in amorphous ice reveals the conformation of the enzyme in solution. The Rpb4/Rpb7 polymerase subunit complex was localized and found to be ideally positioned to determine the path of the nascent RNA transcript. The RNAPII structure suggests a revised mode of interaction with promoter DNA and demonstrates that regulation of RNAPII must involve structural changes that render the enzyme competent for initiation.

We are studying the molecular organization of protein arrays using two-dimensional streptavidin crystals bound to biotinylated lipid monolayers at the air−water interface. We constructed a mutant form of the streptavidin protein that successfully alters the molecular organization of the streptavidin crystals. Cocrystallization of streptavidin carrying this single targeted point mutation with wild-type streptavidin yields two-dimensional crystals displaying a chiral morphology with molecular coexistence, indicating a solid-phase transition. The phase coexistence and resulting morphologies are reminiscent of two-dimensional crystal behavior of wild-type streptavidin near its isoelectric point, and this analogy is discussed. These results demonstrate the potential to manipulate protein array formation through point mutagenesis and cocrystallization.

Two-dimensional (2-D) crystals of yeast RNA polymerase preserved in vitreous ice were studied by electron crystallographic and single-particle techniques. An electron density projection map of the enzyme was calculated from the data, which extended to a resolution of about 12 A, but was unexpectedly weak at resolutions higher than about 20 A. Multivariate statistics analysis revealed a large amount of variability in unit-cell structure in the polymerase crystals, partially related to high mobility of certain polymerase domains. Those same domains were previously identified as being involved in a conformational transition in the enzyme that controls DNA processivity and access to the active center cleft. Electron microscopic studies of other large multiprotein complexes are likely to require similar approaches to those described here.

The location of the CTD in the structure of RNA polymerase II has been determined by electron crystallography at 16 A resolution. Difference maps between wild-type enzyme and that lacking the CTD, or with an antibody fragment bound in place of the CTD, disclose the site of attachment of the CTD to the polymerase. Appropriate display of the polymerase structure reveals the CTD as an element projecting from this site of attachment into solution. A low relative density and large volume of this element identify the CTD as a conformationally mobile region.

The making of mRNA transcripts in eukaryotes depends on an enzyme called RNA polymerase II. This enzyme is incapable of recognizing the promoter sequence on the DNA template until it forms a pre-initiation complex with a numerous transcription factors. Among the transcription factors, TFIIF binds tightly to RNA polymerase II and a recent X-ray structure of this complex shows it can stabilize the DNA template at the downstream and upstream regions. However, the density of TFIIF is missing in the X-crystal structure despite the DNA template is stabilized and suggests TFIIF is dynamical even when it is bound on RNA polymerase II in contrast to a static picture painted by a previous crosslink study. Here, we set out to quantify the movement of TFIIF relative to RNA polymerase II or the DNA template to better understand the function of TFIIF. In order to lengthen the observation window of the dynamics at single-molecule level, we introduce a donor carried by an off-resistant calmodulin on RNA polymerase II to create a FRET pair with an acceptor on various single-cysteine sites in TFIIF.

TFIIF—a general transcription factor comprising two conserved subunits can associate with RNA polymerase II (RNAPII) tightly to regulate the synthesis of messenger RNA in eukaryotes. Herein, a hybrid method that combines electron microscopy (EM) and Forster resonance energy transfer (FRET) is described and used to localize the C-terminus of the second TFIIF subunit (Tfg2) in the architecture of RNAPII–TFIIF. In the first stage, a poly-histidine tag appended to the Tfg2 C-terminus was labeled with nickel-NTA nanogold and a seven-step single particle EM protocol was devised to obtain the region accessible by the nanogold in 3D, suggesting the Tfg2 C-terminus is proximal to the clamp of RNAPII. Next, the C-termini of the Rpb2 and the Rpb4 subunits of RNAPII, adjacent to the clamp, were selected for placing FRET satellites to enable the nano-positioning (NP) analysis, by which the localization precision was improved such that the Tfg2 C-terminus was found to dwell on the clamp ridge but could move to the clamp top during transcription. Because the tag receptive to the EM or FRET probes can be readily introduced to any protein subunit, this hybrid approach is generally applicable to complement cryo-EM study of many protein complexes to nanometer precision.

Cryo-electron microscopy (cryo-EM) has recently emerged as a powerful tool for obtaining three-dimensional (3D) structures of biological macromolecules in native states. A minimum cryo-EM image data set for deriving a meaningful reconstruction is comprised of thousands of randomly orientated projections of identical particles photographed with a small number of electrons. The computation of 3D structure from 2D projections requires clustering, which aims to enhance the signal to noise ratio in each view by grouping similarly oriented images. Nevertheless, the prevailing clustering techniques are often compromised by three characteristics of cryo-EM data: high noise content, high dimensionality and large number of clusters. Moreover, since clustering requires registering images of similar orientation into the same pixel coordinates by 2D alignment, it is desired that the clustering algorithm can label misaligned images as outliers. Herein, we introduce a clustering algorithm $\gamma$-SUP to model the data with a $q$-Gaussian mixture and adopt the minimum $\gamma$-divergence for estimation, and then use a self-updating procedure to obtain the numerical solution. We apply $\gamma$-SUP to the cryo-EM images of two benchmark macromolecules, RNA polymerase II and ribosome. In the former case, simulated images were chosen to decouple clustering from alignment to demonstrate $\gamma$-SUP is more robust to misalignment outliers than the existing clustering methods used in the cryo-EM community. In the latter case, the clustering of real cryo-EM data by our $\gamma$-SUP method eliminates noise in many views to reveal true structure features of ribosome at the projection level., Comment: Published in at http://dx.doi.org/10.1214/13-AOAS680 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)

A wide-field two-channel fluorescence microscope is a powerful tool as it allows for the study of conformation dynamics of hundreds to thousands of immobilized single molecules by Forster resonance energy transfer (FRET) signals. To date, the data reduction from a movie to a final set containing meaningful single-molecule FRET (smFRET) traces involves human inspection and intervention at several critical steps, greatly hampering the efficiency at the post-imaging stage. To facilitate the data reduction from smFRET movies to smFRET traces and to address the noise-limited issues, we developed a statistical denoising system toward fully automated processing. This data reduction system has embedded several novel approaches. First, as to background subtraction, high-order singular value decomposition (HOSVD) method is employed to extract spatial and temporal features. Second, to register and map the two color channels, the spots representing bleeding through the donor channel to the acceptor channel are used. Finally, correlation analysis and likelihood ratio statistic for the change point detection (CPD) are developed to study the two channels simultaneously, resolve FRET states, and report the dwelling time of each state. The performance of our method has been checked using both simulation and real data.

Influenza virus-like particles (VLPs) are noninfectious and the assembly of influenza VLPs depends on the interactions of M1 proteins and/or other viral surface proteins, such as HA, NA, and M2, with the cellular lipid membranes. In this study we propose that M2 protein can be used as a molecular fabricator without disrupting the assembly of VLPs and while retaining the native structures of HA and NA envelope protein oligomers on the particle surfaces. First, we demonstrated that influenza VLPs can be fabricated by the M2 fusion of enhanced green fluorescent protein for imaging single virus entering A549 cells. Second, we engineered two molecular adjuvants (flagellin and profilin) fused to M2 protein to generate molecular adjuvanted VLPs. Theses molecular adjuvanted VLPs had stimulatory functions, including increasing TNF-α production and promoting the maturation of dendritic cells. Immunization of mice with molecular adjuvanted VLPs also enhanced the response of the neutralizing antibodies against homologous and heterologous H5N1 viruses. The results can provide useful information for imaging single viruses and designing novel vaccines against influenza virus infection.

Two isomeric compounds (1 and 2) containing a dibenzo[f,h]thieno[3,4-b]quinoxaline core and two peripheral arylamines were synthesized. Solution-processed bulk heterojunction (BHJ) solar cells based on these sensitizers and [6,6]-phenyl-C61-butyric acid methyl ester (PCBM) are reported. The cell fabricated from 1/67 wt % of PCBM exhibited a high power conversion efficiency of 1.70% and an external quantum yield of 55%. The film of the cell was found to have balanced electron and hole mobility and good film morphology.

SummarySingle particle reconstruction from cryoelectron microscopy images, though emerging as a powerful means in structural biology, is faced with challenges as applied to asymmetric proteins smaller than megadaltons due to low contrast. Zernike phase plate can improve the contrast by restoring the microscope contrast transfer function. Here, by exploiting simulated Zernike and conventional defocused cryoelectron microscope images with noise characteristics comparable to those of experimental data, we quantified the efficiencies of the steps in single particle analysis of ice-embedded RNA polymerase II (500 kDa), transferrin receptor complex (290 kDa), and T7 RNA polymerase lysozyme (100 kDa). Our results show Zernike phase plate imaging is more effective as to particle identification and also sorting of orientations, conformations, and compositions. Moreover, our analysis on image alignment indicates that Zernike phase plate can, in principle, reduce the number of particles required to attain near atomic resolution by 10–100 fold for proteins between 100 kDa and 500 kDa.