@article {49533, title = {Analysis of discrete local variability and structural covariance in macromolecular assemblies using Cryo-EM and focused classification.}, journal = {Ultramicroscopy}, volume = {203}, year = {2018}, month = {2018 Nov 29}, pages = {170}, abstract = {

Single-particle electron cryo-microscopy and computational image classification can be used to analyze structural variability in macromolecules and their assemblies. In some cases, a particle may contain different regions that each display a range of distinct conformations. We have developed strategies, implemented within the Frealign and\ cisTEM image processing packages, to focus classify on specific regions of a particle and detect potential covariance. The strategies are based on masking the region of interest using either a 2-D mask applied to reference projections and particle images, or a 3-D mask applied to the 3-D volume. We show that focused classification approaches can be used to study structural covariance, a concept that is likely to gain more importance as datasets grow in size, allowing the distinction of more structural states and smaller differences between states. Finally, we apply the approaches to an experimental dataset containing the HIV-1 Transactivation Response (TAR) element RNA fused into the large bacterial ribosomal subunit to deconvolve structural mobility within localized regions of interest, and to a dataset containing assembly intermediates of the large subunit to measure structural covariance.

}, doi = {10.1016/j.ultramic.2018.11.016}, author = {Zhang, Cheng and Cantara, William and Jeon, Youngmin and Musier-Forsyth, Karin and Grigorieff, Nikolaus and Lyumkis, Dmitry} } @article {49223, title = {Atomic resolution cryo-EM structure of β-galactosidase.}, journal = {Structure (London, England : 1993)}, volume = {26}, year = {2018}, month = {2018 Apr 30}, pages = {848}, abstract = {

The advent of direct electron detectors has enabled the routine use of single-particle cryo-electron microscopy (EM) approaches to determine structures of a variety of protein complexes at near-atomic resolution. Here, we report the development of methods to account for local variations in defocus and beam-induced drift, and the implementation of a data-driven dose compensation scheme that significantly improves the extraction of high-resolution information recorded during exposure of the specimen to the electron beam. These advances enable determination of a cryo-EM density map for β-galactosidase bound to the inhibitor phenylethyl β-D-thiogalactopyranoside where the ordered regions are resolved at a level of detail seen in X-ray maps at \~{} 1.5\ {\r A} resolution. Using this density map in conjunction with constrained molecular dynamics simulations provides a measure of the local flexibility of the non-covalently bound inhibitor and offers further opportunities for structure-guided inhibitor design.

}, issn = {1878-4186}, doi = {10.1016/j.str.2018.04.004}, author = {Bartesaghi, Alberto and Aguerrebere, Cecilia and Falconieri, Veronica and Banerjee, Soojay and Earl, Lesley A and Zhu, Xing and Grigorieff, Nikolaus and Milne, Jacqueline L S and Sapiro, Guillermo and Wu, Xiongwu and Subramaniam, Sriram} } @article {47509, title = {Activation of NMDA receptors and the mechanism of inhibition by ifenprodil.}, journal = {Nature}, volume = {534}, year = {2016}, month = {2016 Jun 2}, pages = {63-8}, abstract = {

The physiology of N-methyl-d-aspartate (NMDA) receptors is fundamental to brain development and function. NMDA receptors are ionotropic glutamate receptors that function as heterotetramers composed mainly of GluN1 and GluN2 subunits. Activation of NMDA receptors requires binding of neurotransmitter agonists to a ligand-binding domain (LBD) and structural rearrangement of an amino-terminal domain (ATD). Recent crystal structures of GluN1-GluN2B NMDA receptors bound to agonists and an allosteric inhibitor, ifenprodil, represent the allosterically inhibited state. However, how the ATD and LBD move to activate the NMDA receptor ion channel remains unclear. Here we applied X-ray crystallography, single-particle electron cryomicroscopy and electrophysiology to rat NMDA receptors to show that, in the absence of ifenprodil, the bi-lobed structure of GluN2 ATD adopts an open conformation accompanied by rearrangement of the GluN1-GluN2 ATD heterodimeric interface, altering subunit orientation in the ATD and LBD and forming an active receptor conformation that gates the ion channel.

}, issn = {1476-4687}, doi = {10.1038/nature17679}, author = {Tajima, Nami and Karakas, Erkan and Grant, Timothy and Simorowski, Noriko and Diaz-Avalos, Ruben and Grigorieff, Nikolaus and Furukawa, Hiro} } @article {47885, title = {Automatic estimation and correction of anisotropic magnification distortion in electron microscopes.}, journal = {Journal of Structural Biology}, volume = {192}, year = {2015}, month = {2015 Nov}, pages = {204-8}, abstract = {

We demonstrate a significant anisotropic magnification distortion, found on an FEI Titan Krios microscope and affecting magnifications commonly used for data acquisition on a Gatan K2 Summit detector. We describe a program (mag_distortion_estimate) to automatically estimate anisotropic magnification distortion from a set of images of a standard gold shadowed diffraction grating. We also describe a program (mag_distortion_correct) to correct for the estimated distortion in collected images. We demonstrate that the distortion present on the Titan Krios microscope limits the resolution of a set of rotavirus VP6 images to \~{}7 {\r A}, which increases to \~{}3 {\r A} following estimation and correction of the distortion. We also use a 70S ribosome sample to demonstrate that in addition to affecting resolution, magnification distortion can also interfere with the classification of heterogeneous data.

}, keywords = {Anisotropy, Cryoelectron Microscopy, Gold, Image Enhancement}, issn = {1095-8657}, doi = {10.1016/j.jsb.2015.08.006}, author = {Grant, Timothy and Grigorieff, Nikolaus} } @article {6331, title = {An adaptation of the Wiener filter suitable for analyzing images of isolated single particles.}, journal = {Journal of Structural Biology}, volume = {176}, year = {2011}, month = {2011 Oct}, pages = {60-74}, abstract = {

The Wiener filter is a standard means of optimizing the signal in sums of aligned, noisy images obtained by electron cryo-microscopy (cryo-EM). However, estimation of the resolution-dependent ("spectral") signal-to-noise ratio (SSNR) from the input data has remained problematic, and error reduction due to specific application of the SSNR term within a Wiener filter has not been reported. Here we describe an adjustment to the Wiener filter for optimal summation of images of isolated particles surrounded by large regions of featureless background, as is typically the case in single-particle cryo-EM applications. We show that the density within the particle area can be optimized, in the least-squares sense, by scaling the SSNR term found in the conventional Wiener filter by a factor that reflects the fraction of the image field occupied by the particle. We also give related expressions that allow the SSNR to be computed for application in this new filter, by incorporating a masking step into a Fourier Ring Correlation (FRC), a standard resolution measure. Furthermore, we show that this masked FRC estimation scheme substantially improves on the accuracy of conventional SSNR estimation methods. We demonstrate the validity of our new approach in numeric tests with simulated data corresponding to realistic cryo-EM imaging conditions. This variation of the Wiener filter and accompanying derivation should prove useful for a variety of single-particle cryo-EM applications, including 3D reconstruction.

}, keywords = {Algorithms, Computer-Assisted, Cryoelectron Microscopy, Fourier Analysis, Image Processing, Models, Molecular, Protein Conformation, Signal-To-Noise Ratio}, issn = {1095-8657}, doi = {10.1016/j.jsb.2011.06.010}, author = {Sindelar, Charles V and Grigorieff, Nikolaus} } @article {6335, title = {Atomic model of an infectious rotavirus particle.}, journal = {The EMBO Journal}, volume = {30}, year = {2011}, month = {2011 Jan 19}, pages = {408-16}, abstract = {

Non-enveloped viruses of different types have evolved distinct mechanisms for penetrating a cellular membrane during infection. Rotavirus penetration appears to occur by a process resembling enveloped-virus fusion: membrane distortion linked to conformational changes in a viral protein. Evidence for such a mechanism comes from crystallographic analyses of fragments of VP4, the rotavirus-penetration protein, and infectivity analyses of structure-based VP4 mutants. We describe here the structure of an infectious rotavirus particle determined by electron cryomicroscopy (cryoEM) and single-particle analysis at about 4.3 {\r A} resolution. The cryoEM image reconstruction permits a nearly complete trace of the VP4 polypeptide chain, including the positions of most side chains. It shows how the two subfragments of VP4 (VP8(*) and VP5(*)) retain their association after proteolytic cleavage, reveals multiple structural roles for the β-barrel domain of VP5(*), and specifies interactions of VP4 with other capsid proteins. The virion model allows us to integrate structural and functional information into a coherent mechanism for rotavirus entry.

}, keywords = {Capsid Proteins, Cell Membrane, Cryoelectron Microscopy, Crystallography, Models, Molecular, Protein Structure, Rotavirus, Secondary, Virion, Virus Internalization}, issn = {1460-2075}, doi = {10.1038/emboj.2010.322}, author = {Settembre, Ethan C and Chen, James Z and Dormitzer, Philip R and Grigorieff, Nikolaus and Harrison, Stephen C} } @article {6337, title = {Adenomatous polyposis coli protein nucleates actin assembly and synergizes with the formin mDia1.}, journal = {The Journal of Cell Biology}, volume = {189}, year = {2010}, month = {2010 Jun 28}, pages = {1087-96}, abstract = {

The tumor suppressor protein adenomatous polyposis coli (APC) regulates cell protrusion and cell migration, processes that require the coordinated regulation of actin and microtubule dynamics. APC localizes in vivo to microtubule plus ends and actin-rich cortical protrusions, and has well-documented direct effects on microtubule dynamics. However, its potential effects on actin dynamics have remained elusive. Here, we show that the C-terminal "basic" domain of APC (APC-B) potently nucleates the formation of actin filaments in vitro and stimulates actin assembly in cells. Nucleation is achieved by a mechanism involving APC-B dimerization and recruitment of multiple actin monomers. Further, APC-B nucleation activity is synergistic with its in vivo binding partner, the formin mDia1. Together, APC-B and mDia1 overcome a dual cellular barrier to actin assembly imposed by profilin and capping protein. These observations define a new function for APC and support an emerging view of collaboration between distinct actin assembly-promoting factors with complementary activities.

}, keywords = {Actin Capping Proteins, Actins, Adenomatous Polyposis Coli Protein, Animals, Carrier Proteins, Fetal Proteins, Mice, Microfilament Proteins, NIH 3T3 Cells, Nuclear Proteins, Profilins, Protein Multimerization, Protein Transport}, issn = {1540-8140}, doi = {10.1083/jcb.201001016}, author = {Okada, Kyoko and Bartolini, Francesca and Deaconescu, Alexandra M and Moseley, James B and Dogic, Zvonimir and Grigorieff, Nikolaus and Gundersen, Gregg G and Goode, Bruce L} } @article {6343, title = {Abeta(1-40) fibril polymorphism implies diverse interaction patterns in amyloid fibrils.}, journal = {Journal of Molecular Biology}, volume = {386}, year = {2009}, month = {2009 Feb 27}, pages = {869-77}, abstract = {

Amyloid fibrils characterize a diverse group of human diseases that includes Alzheimer{\textquoteright}s disease, Creutzfeldt-Jakob and type II diabetes. Alzheimer{\textquoteright}s amyloid fibrils consist of amyloid-beta (Abeta) peptide and occur in a range of structurally different fibril morphologies. The structural characteristics of 12 single Abeta(1-40) amyloid fibrils, all formed under the same solution conditions, were determined by electron cryo-microscopy and three-dimensional reconstruction. The majority of analyzed fibrils form a range of morphologies that show almost continuously altering structural properties. The observed fibril polymorphism implies that amyloid formation can lead, for the same polypeptide sequence, to many different patterns of inter- or intra-residue interactions. This property differs significantly from native, monomeric protein folding reactions that produce, for one protein sequence, only one ordered conformation and only one set of inter-residue interactions.

}, keywords = {Amyloid beta-Peptides, Cryoelectron Microscopy, Humans, Imaging, Peptide Fragments, Protein Binding, Protein Structure, Quaternary, Three-Dimensional}, issn = {1089-8638}, doi = {10.1016/j.jmb.2008.11.005}, author = {Meinhardt, Jessica and Sachse, Carsten and Hortschansky, Peter and Grigorieff, Nikolaus and F{\"a}ndrich, Marcus} }