scholarly journals PRISM-EM: template interface-based modelling of multi-protein complexes guided by cryo-electron microscopy density maps

2016 ◽  
Vol 72 (10) ◽  
pp. 1137-1148 ◽  
Author(s):  
Guray Kuzu ◽  
Ozlem Keskin ◽  
Ruth Nussinov ◽  
Attila Gursoy
Keyword(s):  
Electron Microscopy ◽  
Protein Complexes ◽  
Three Dimensional ◽  
Protein Assemblies ◽  
New Approach ◽  
Cellular Processes ◽  
Cryo Electron Microscopy ◽  
Density Maps ◽  
Crystallographic Structures ◽  
Hiv 1

The structures of protein assemblies are important for elucidating cellular processes at the molecular level. Three-dimensional electron microscopy (3DEM) is a powerful method to identify the structures of assemblies, especially those that are challenging to study by crystallography. Here, a new approach, PRISM-EM, is reported to computationally generate plausible structural models using a procedure that combines crystallographic structures and density maps obtained from 3DEM. The predictions are validated against seven available structurally different crystallographic complexes. The models display mean deviations in the backbone of <5 Å. PRISM-EM was further tested on different benchmark sets; the accuracy was evaluated with respect to the structure of the complex, and the correlation with EM density maps and interface predictions were evaluated and compared with those obtained using other methods. PRISM-EM was then used to predict the structure of the ternary complex of the HIV-1 envelope glycoprotein trimer, the ligand CD4 and the neutralizing protein m36.

scholarly journals Opportunities and challenges for assigning cofactors in cryo-EM density maps of chlorophyll-containing proteins

2020 ◽  
Vol 3 (1) ◽  
Author(s):  
Christopher J. Gisriel ◽  
Jimin Wang ◽  
Gary W. Brudvig ◽  
Donald A. Bryant
Keyword(s):  
Electron Microscopy ◽  
Electrostatic Potential ◽  
Protein Function ◽  
Protein Complexes ◽  
Chemical Environment ◽  
Cryo Electron Microscopy ◽  
Functional Differences ◽  
Density Maps ◽  
Structural Differences

AbstractThe accurate assignment of cofactors in cryo-electron microscopy maps is crucial in determining protein function. This is particularly true for chlorophylls (Chls), for which small structural differences lead to important functional differences. Recent cryo-electron microscopy structures of Chl-containing protein complexes exemplify the difficulties in distinguishing Chl b and Chl f from Chl a. We use these structures as examples to discuss general issues arising from local resolution differences, properties of electrostatic potential maps, and the chemical environment which must be considered to make accurate assignments. We offer suggestions for how to improve the reliability of such assignments.

scholarly journals PRISM-EM: template interface-based modelling of multi-protein complexes guided by cryo-electron microscopy density maps. Corrigendum

2018 ◽  
Vol 74 (1) ◽  
pp. 65-66
Author(s):  
Guray Kuzu ◽  
Ozlem Keskin ◽  
Ruth Nussinov ◽  
Attila Gursoy
Keyword(s):  
Electron Microscopy ◽  
Protein Complexes ◽  
Acta Cryst ◽  
Cryo Electron Microscopy ◽  
Density Maps

A revised Table 6 and Supporting Information are provided for the article by Kuzuet al.[(2016),Acta Cryst.D72, 1137–1148].

scholarly journals Interface Refinement of Low-to-Medium Resolution Cryo-EM Complexes using HADDOCK2.4

2021 ◽  
Author(s):  
Tim Neijenhuis ◽  
Siri C. van Keulen ◽  
Alexandre M.J.J. Bonvin
Keyword(s):  
Protein Complexes ◽  
Protein Assemblies ◽  
Cellular Processes ◽  
Protein Interfaces ◽  
Density Maps ◽  
Medium Resolution ◽  
Wide Range ◽  
Multimeric Protein

A wide range of cellular processes require the formation of multimeric protein complexes. The rise of cryo-electron microscopy (cryo-EM) has enabled the structural characterization of these protein assemblies. The produced density maps can, however, still suffer from limited resolution, impeding the process of resolving structures at atomic resolution. In order to solve this issue, monomers can be fitted into low-to-medium resolution maps. Unfortunately, the produced models frequently contain atomic clashes at the protein-protein interfaces (PPIs) as intermolecular interactions are typically not considered during monomer fitting. Here, we present a refinement approach based on HADDOCK2.4 to remove intermolecular clashes and optimize PPIs. A dataset of 14 cryo-EM complexes was used to test eight protocols. The best performing protocol, consisting of a semi-flexible simulated annealing refinement with restraints on the centroids of the monomers, was able to decrease intermolecular atomic clashes by 98% without significantly deteriorating the quality of the cryo-EM density fit.

scholarly journals Cryo-electron microscopy structure of a nucleosome-bound SWI/SNF chromatin remodeling complex

2019 ◽  
Author(s):  
Yan Han ◽  
Alexis A Reyes ◽  
Sara Malik ◽  
Yuan He
Keyword(s):  
Electron Microscopy ◽  
Chromatin Remodeling ◽  
Atp Hydrolysis ◽  
Protein Complexes ◽  
Gene Activation ◽  
The Body ◽  
Cellular Processes ◽  
Cryo Electron Microscopy ◽  
Chromatin Remodeling Complex ◽  
High Resolution Structure

AbstractThe multi-subunit chromatin remodeling complex SWI/SNF1–3 is highly conserved from yeast to humans and plays critical roles in various cellular processes including transcription and DNA damage repair4, 5. It uses the energy from ATP hydrolysis to remodel chromatin structure by sliding and evicting the histone octamer6–10, creating DNA regions that become accessible to other essential protein complexes. However, our mechanistic understanding of the chromatin remodeling activity is largely hindered by the lack of a high-resolution structure of any complex from this family. Here we report the first structure of SWI/SNF from the yeast S. cerevisiae bound to a nucleosome at near atomic resolution determined by cryo-electron microscopy (cryo-EM). In the structure, the Arp module is sandwiched between the ATPase and the Body module of the complex, with the Snf2 HSA domain connecting all modules. The HSA domain also extends into the Body and anchors at the opposite side of the complex. The Body contains an assembly scaffold composed of conserved subunits Snf12 (SMARCD/BAF60), Snf5 (SMARCB1/BAF47/ INI1) and an asymmetric dimer of Swi3 (SMARCC/BAF155/170). Another conserved subunit Swi1 (ARID1/BAF250) folds into an Armadillo (ARM) repeat domain that resides in the core of the SWI/SNF Body, acting as a molecular hub. In addition to the interaction between Snf2 and the nucleosome, we also observed interactions between the conserved Snf5 subunit and the histones at the acidic patch, which could serve as an anchor point during active DNA translocation. Our structure allows us to map and rationalize a subset of cancer-related mutations in the human SWI/SNF complex and propose a model of how SWI/SNF recognizes and remodels the +1 nucleosome to generate nucleosome-depleted regions during gene activation11–13.

scholarly journals Modeling Beta-Traces for Beta-Barrels from Cryo-EM Density Maps

2017 ◽  
Vol 2017 ◽  
pp. 1-9 ◽  
Author(s):  
Dong Si ◽  
Jing He
Keyword(s):  
Electron Microscopy ◽  
Amino Acids ◽  
New Approach ◽  
Close Spacing ◽  
Cryo Electron Microscopy ◽  
Density Maps ◽  
Beta Barrels

Cryo-electron microscopy (cryo-EM) has produced density maps of various resolutions. Althoughα-helices can be detected from density maps at 5–8 Å resolutions,β-strands are challenging to detect at such density maps due to close-spacing ofβ-strands. The variety of shapes ofβ-sheets adds the complexity ofβ-strands detection from density maps. We propose a new approach to model traces ofβ-strands forβ-barrel density regions that are extracted from cryo-EM density maps. In the test containing eightβ-barrels extracted from experimental cryo-EM density maps at 5.5 Å–8.25 Å resolution,StrandRollerdetected about 74.26% of the amino acids in theβ-strands with an overall 2.05 Å 2-way distance between the detectedβ-traces and the observed ones, if the best of the fifteen detection cases is considered.

scholarly journals Application of Cryo-Electron Microscopy on Drug Discovery

2021 ◽  
Vol 27 (S1) ◽  
pp. 3250-3250
Author(s):  
Viswanath Vittaladevaram ◽  
Kranthi Kuruti
Keyword(s):  
Electron Microscopy ◽  
Protein Complexes ◽  
Lead Discovery ◽  
Biologically Relevant ◽  
Biological Targets ◽  
3 Dimensional ◽  
Drug Molecules ◽  
Cryo Electron Microscopy ◽  
Therapeutic Molecules ◽  
Novel Drug

AbstractThe key aspect for development of novel drug molecules is to perform structural determination of target molecule associated with its ligand. One such tool that provides insights towards structure of molecule is Cryo-electron microscopy which covers biological targets that are intractable. Examination of proteins can be carried out in native state, as the samples are frozen at -175 degree Celsius i.e. cryogenic temperatures. In addition to this, there were no limits for molecular and functional structures of proteins that can be imagined in 3-dimensional form. This includes ligands which unravel mechanisms that are biologically relevant. This will enable to better understand the mechanisms that are used for development of new therapeutics. Application of Cryo-electron microscopy is not limited to protein complexes and is considered as non-specific. Intervention of Cryo-EM would allow to analyse the structures and also able to dissect the interaction with therapeutic molecules. The study determines the usage of cryo-EM for providing resolutions that are acceptable for lead discovery. It also provides support for lead optimization and also for discovery of vaccines and therapeutics.

scholarly journals Capturing Enveloped Viruses on Affinity Grids for Downstream Cryo-Electron Microscopy Applications

2013 ◽  
Vol 20 (1) ◽  
pp. 164-174 ◽  
Author(s):  
Gabriella Kiss ◽  
Xuemin Chen ◽  
Melinda A. Brindley ◽  
Patricia Campbell ◽  
Claudio L. Afonso ◽  
...  
Keyword(s):  
Electron Microscopy ◽  
Measles Virus ◽  
Influenza A ◽  
Electron Tomography ◽  
Three Dimensional ◽  
Nitrilotriacetic Acid ◽  
Dimensional Structure ◽  
Enveloped Viruses ◽  
Cryo Electron Microscopy ◽  
Human Immunodeficiency Virus Virus

AbstractElectron microscopy (EM), cryo-electron microscopy (cryo-EM), and cryo-electron tomography (cryo-ET) are essential techniques used for characterizing basic virus morphology and determining the three-dimensional structure of viruses. Enveloped viruses, which contain an outer lipoprotein coat, constitute the largest group of pathogenic viruses to humans. The purification of enveloped viruses from cell culture presents certain challenges. Specifically, the inclusion of host-membrane-derived vesicles, the complete destruction of the viruses, and the disruption of the internal architecture of individual virus particles. Here, we present a strategy for capturing enveloped viruses on affinity grids (AG) for use in both conventional EM and cryo-EM/ET applications. We examined the utility of AG for the selective capture of human immunodeficiency virus virus-like particles, influenza A, and measles virus. We applied nickel-nitrilotriacetic acid lipid layers in combination with molecular adaptors to selectively adhere the viruses to the AG surface. This further development of the AG method may prove essential for the gentle and selective purification of enveloped viruses directly onto EM grids for ultrastructural analyses.

scholarly journals The Core and Holoenzyme Forms of RNA Polymerase from Mycobacterium smegmatis

2018 ◽  
Vol 201 (4) ◽  
Author(s):  
Tomáš Kouba ◽  
Jiří Pospíšil ◽  
Jarmila Hnilicová ◽  
Hana Šanderová ◽  
Ivan Barvík ◽  
...  
Keyword(s):  
Electron Microscopy ◽  
Rna Polymerase ◽  
Conformational Changes ◽  
Mycobacterium Smegmatis ◽  
Drug Target ◽  
Conformational Dynamics ◽  
Three Dimensional ◽  
Cryo Electron Microscopy ◽  
Bacterial Rna ◽  
High Degree

ABSTRACT Bacterial RNA polymerase (RNAP) is essential for gene expression and as such is a valid drug target. Hence, it is imperative to know its structure and dynamics. Here, we present two as-yet-unreported forms of Mycobacterium smegmatis RNAP: core and holoenzyme containing σA but no other factors. Each form was detected by cryo-electron microscopy in two major conformations. Comparisons of these structures with known structures of other RNAPs reveal a high degree of conformational flexibility of the mycobacterial enzyme and confirm that region 1.1 of σA is directed into the primary channel of RNAP. Taken together, we describe the conformational changes of unrestrained mycobacterial RNAP. IMPORTANCE We describe here three-dimensional structures of core and holoenzyme forms of mycobacterial RNA polymerase (RNAP) solved by cryo-electron microscopy. These structures fill the thus-far-empty spots in the gallery of the pivotal forms of mycobacterial RNAP and illuminate the extent of conformational dynamics of this enzyme. The presented findings may facilitate future designs of antimycobacterial drugs targeting RNAP.

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