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1.
Nucleic Acids Res ; 50(W1): W483-W489, 2022 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-35639717

RESUMO

Molecular dynamics simulation is a proven technique for computing and visualizing the time-resolved motion of macromolecules at atomic resolution. The MDsrv is a tool that streams MD trajectories and displays them interactively in web browsers without requiring advanced skills, facilitating interactive exploration and collaborative visual analysis. We have now enhanced the MDsrv to further simplify the upload and sharing of MD trajectories and improve their online viewing and analysis. With the new instance, the MDsrv simplifies the creation of sessions, which allows the exchange of MD trajectories with preset representations and perspectives. An important innovation is that the MDsrv can now access and visualize trajectories from remote datasets, which greatly expands its applicability and use, as the data no longer needs to be accessible on a local server. In addition, initial analyses such as sequence or structure alignments, distance measurements, or RMSD calculations have been implemented, which optionally support visual analysis. Finally, based on Mol*, MDsrv now provides faster and more efficient visualization of even large trajectories compared to its predecessor tool NGL.


Assuntos
Visualização de Dados , Internet , Simulação de Dinâmica Molecular , Software , Computadores , Navegador
2.
Trends Biochem Sci ; 44(11): 902-913, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31301982

RESUMO

Molecular dynamics (MD) simulations monitor time-resolved motions of macromolecules. While visualization of MD trajectories allows an instant and intuitive understanding of dynamics and function, so far mainly static representations are provided in the published literature. Recent advances in browser technology may allow for the sharing of trajectories through interactive visualization on the web. We believe that providing intuitive and interactive visualization, along with related protocols and analysis data, promotes understanding, reliability, and reusability of MD simulations. Existing barriers for sharing MD simulations are discussed and emerging solutions are highlighted. We predict that interactive visualization of MD trajectories will quickly be adopted by researchers, research consortiums, journals, and funding agencies to gather and distribute results from MD simulations via the web.


Assuntos
Substâncias Macromoleculares/química , Simulação de Dinâmica Molecular , Gráficos por Computador , Conformação Molecular , Simulação de Dinâmica Molecular/tendências , Reprodutibilidade dos Testes , Software , Interface Usuário-Computador
3.
Nucleic Acids Res ; 49(W1): W431-W437, 2021 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-33956157

RESUMO

Large biomolecular structures are being determined experimentally on a daily basis using established techniques such as crystallography and electron microscopy. In addition, emerging integrative or hybrid methods (I/HM) are producing structural models of huge macromolecular machines and assemblies, sometimes containing 100s of millions of non-hydrogen atoms. The performance requirements for visualization and analysis tools delivering these data are increasing rapidly. Significant progress in developing online, web-native three-dimensional (3D) visualization tools was previously accomplished with the introduction of the LiteMol suite and NGL Viewers. Thereafter, Mol* development was jointly initiated by PDBe and RCSB PDB to combine and build on the strengths of LiteMol (developed by PDBe) and NGL (developed by RCSB PDB). The web-native Mol* Viewer enables 3D visualization and streaming of macromolecular coordinate and experimental data, together with capabilities for displaying structure quality, functional, or biological context annotations. High-performance graphics and data management allows users to simultaneously visualise up to hundreds of (superimposed) protein structures, stream molecular dynamics simulation trajectories, render cell-level models, or display huge I/HM structures. It is the primary 3D structure viewer used by PDBe and RCSB PDB. It can be easily integrated into third-party services. Mol* Viewer is open source and freely available at https://molstar.org/.


Assuntos
Substâncias Macromoleculares/química , Modelos Moleculares , Software , Internet , Conformação Proteica
4.
PLoS Comput Biol ; 16(12): e1008502, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33284792

RESUMO

Biochemical and biological functions of proteins are the product of both the overall fold of the polypeptide chain, and, typically, structural motifs made up of smaller numbers of amino acids constituting a catalytic center or a binding site that may be remote from one another in amino acid sequence. Detection of such structural motifs can provide valuable insights into the function(s) of previously uncharacterized proteins. Technically, this remains an extremely challenging problem because of the size of the Protein Data Bank (PDB) archive. Existing methods depend on a clustering by sequence similarity and can be computationally slow. We have developed a new approach that uses an inverted index strategy capable of analyzing >170,000 PDB structures with unmatched speed. The efficiency of the inverted index method depends critically on identifying the small number of structures containing the query motif and ignoring most of the structures that are irrelevant. Our approach (implemented at motif.rcsb.org) enables real-time retrieval and superposition of structural motifs, either extracted from a reference structure or uploaded by the user. Herein, we describe the method and present five case studies that exemplify its efficacy and speed for analyzing 3D structures of both proteins and nucleic acids.


Assuntos
Proteínas/química , Catálise , Análise por Conglomerados , Bases de Dados de Proteínas , Armazenamento e Recuperação da Informação , Ácidos Nucleicos/química , Conformação Proteica
5.
PLoS Comput Biol ; 16(10): e1008247, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33075050

RESUMO

3D macromolecular structural data is growing ever more complex and plentiful in the wake of substantive advances in experimental and computational structure determination methods including macromolecular crystallography, cryo-electron microscopy, and integrative methods. Efficient means of working with 3D macromolecular structural data for archiving, analyses, and visualization are central to facilitating interoperability and reusability in compliance with the FAIR Principles. We address two challenges posed by growth in data size and complexity. First, data size is reduced by bespoke compression techniques. Second, complexity is managed through improved software tooling and fully leveraging available data dictionary schemas. To this end, we introduce BinaryCIF, a serialization of Crystallographic Information File (CIF) format files that maintains full compatibility to related data schemas, such as PDBx/mmCIF, while reducing file sizes by more than a factor of two versus gzip compressed CIF files. Moreover, for the largest structures, BinaryCIF provides even better compression-factor ten and four versus CIF files and gzipped CIF files, respectively. Herein, we describe CIFTools, a set of libraries in Java and TypeScript for generic and typed handling of CIF and BinaryCIF files. Together, BinaryCIF and CIFTools enable lightweight, efficient, and extensible handling of 3D macromolecular structural data.


Assuntos
Cristalografia/métodos , Compressão de Dados/métodos , Modelos Moleculares , Software , Bases de Dados de Compostos Químicos , Substâncias Macromoleculares/química , Substâncias Macromoleculares/ultraestrutura
6.
Nucleic Acids Res ; 46(W1): W310-W314, 2018 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-29788317

RESUMO

Cryo-electron microscopy (cryo-EM) is a standard method to determine the three-dimensional structures of molecular complexes. However, easy to use tools for modeling of protein segments into cryo-EM maps are sparse. Here, we present the FragFit web-application, a web server for interactive modeling of segments of up to 35 amino acids length into cryo-EM density maps. The fragments are provided by a regularly updated database containing at the moment about 1 billion entries extracted from PDB structures and can be readily integrated into a protein structure. Fragments are selected based on geometric criteria, sequence similarity and fit into a given cryo-EM density map. Web-based molecular visualization with the NGL Viewer allows interactive selection of fragments. The FragFit web-application, accessible at http://proteinformatics.de/FragFit, is free and open to all users, without any login requirements.


Assuntos
Internet , Proteínas/química , Software , Aminoácidos/química , Aminoácidos/genética , Microscopia Crioeletrônica , Modelos Moleculares , Conformação Proteica , Proteínas/genética
7.
J Biol Chem ; 293(12): 4403-4410, 2018 03 23.
Artigo em Inglês | MEDLINE | ID: mdl-29363577

RESUMO

Signaling of the prototypical G protein-coupled receptor (GPCR) rhodopsin through its cognate G protein transducin (Gt) is quenched when arrestin binds to the activated receptor. Although the overall architecture of the rhodopsin/arrestin complex is known, many questions regarding its specificity remain unresolved. Here, using FTIR difference spectroscopy and a dual pH/peptide titration assay, we show that rhodopsin maintains certain flexibility upon binding the "finger loop" of visual arrestin (prepared as synthetic peptide ArrFL-1). We found that two distinct complexes can be stabilized depending on the protonation state of E3.49 in the conserved (D)ERY motif. Both complexes exhibit different interaction modes and affinities of ArrFL-1 binding. The plasticity of the receptor within the rhodopsin/ArrFL-1 complex stands in contrast to the complex with the C terminus of the Gt α-subunit (GαCT), which stabilizes only one specific substate out of the conformational ensemble. However, Gt α-subunit binding and both ArrFL-1-binding modes involve a direct interaction to conserved R3.50, as determined by site-directed mutagenesis. Our findings highlight the importance of receptor conformational flexibility and cytoplasmic proton uptake for modulation of rhodopsin signaling and thereby extend the picture provided by crystal structures of the rhodopsin/arrestin and rhodopsin/ArrFL-1 complexes. Furthermore, the two binding modes of ArrFL-1 identified here involve motifs of conserved amino acids, which indicates that our results may have elucidated a common modulation mechanism of class A GPCR-G protein/-arrestin signaling.


Assuntos
Arrestina/química , Arrestina/metabolismo , Fragmentos de Peptídeos/química , Fragmentos de Peptídeos/metabolismo , Conformação Proteica , Rodopsina/química , Rodopsina/metabolismo , Cristalografia por Raios X , Humanos , Fosforilação , Ligação Proteica , Transdução de Sinais
8.
Bioinformatics ; 34(7): 1241-1242, 2018 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-29236954

RESUMO

Summary: NGLview is a Jupyter/IPython widget to interactively view molecular structures as well as trajectories from molecular dynamics simulations. Fast and scalable molecular graphics are provided through the NGL Viewer. The widget supports showing data from the file-system, online data bases and from objects of many popular analysis libraries including mdanalysis, mdtraj, pytraj, rdkit and more. Availability and implementation: The source code is freely available under the MIT license at https://github.com/arose/nglview. Python packages are available from PyPI and bioconda. NGLview uses Python on the server-side and JavaScript on the client. The integration with Jupyter is done through the ipywidgets package. The NGL Viewer is embedded client-side to provide WebGL accelerated molecular graphics. Contact: asr.moin@gmail.com.


Assuntos
Biologia Computacional/métodos , Simulação de Dinâmica Molecular , Software
9.
Bioinformatics ; 34(21): 3755-3758, 2018 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-29850778

RESUMO

Motivation: The interactive visualization of very large macromolecular complexes on the web is becoming a challenging problem as experimental techniques advance at an unprecedented rate and deliver structures of increasing size. Results: We have tackled this problem by developing highly memory-efficient and scalable extensions for the NGL WebGL-based molecular viewer and by using Macromolecular Transmission Format (MMTF), a binary and compressed MMTF. These enable NGL to download and render molecular complexes with millions of atoms interactively on desktop computers and smartphones alike, making it a tool of choice for web-based molecular visualization in research and education. Availability and implementation: The source code is freely available under the MIT license at github.com/arose/ngl and distributed on NPM (npmjs.com/package/ngl). MMTF-JavaScript encoders and decoders are available at github.com/rcsb/mmtf-javascript.


Assuntos
Gráficos por Computador , Internet , Substâncias Macromoleculares , Software
10.
Nucleic Acids Res ; 45(D1): D271-D281, 2017 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-27794042

RESUMO

The Research Collaboratory for Structural Bioinformatics Protein Data Bank (RCSB PDB, http://rcsb.org), the US data center for the global PDB archive, makes PDB data freely available to all users, from structural biologists to computational biologists and beyond. New tools and resources have been added to the RCSB PDB web portal in support of a 'Structural View of Biology.' Recent developments have improved the User experience, including the high-speed NGL Viewer that provides 3D molecular visualization in any web browser, improved support for data file download and enhanced organization of website pages for query, reporting and individual structure exploration. Structure validation information is now visible for all archival entries. PDB data have been integrated with external biological resources, including chromosomal position within the human genome; protein modifications; and metabolic pathways. PDB-101 educational materials have been reorganized into a searchable website and expanded to include new features such as the Geis Digital Archive.


Assuntos
Biologia Computacional/métodos , Bases de Dados Genéticas , Proteínas/química , Proteínas/genética , Conjuntos de Dados como Assunto , Redes e Vias Metabólicas , Modelos Moleculares , Conformação Proteica , Proteínas/metabolismo , Software , Relação Estrutura-Atividade , Interface Usuário-Computador , Navegador
11.
PLoS Comput Biol ; 13(6): e1005575, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28574982

RESUMO

Recent advances in experimental techniques have led to a rapid growth in complexity, size, and number of macromolecular structures that are made available through the Protein Data Bank. This creates a challenge for macromolecular visualization and analysis. Macromolecular structure files, such as PDB or PDBx/mmCIF files can be slow to transfer, parse, and hard to incorporate into third-party software tools. Here, we present a new binary and compressed data representation, the MacroMolecular Transmission Format, MMTF, as well as software implementations in several languages that have been developed around it, which address these issues. We describe the new format and its APIs and demonstrate that it is several times faster to parse, and about a quarter of the file size of the current standard format, PDBx/mmCIF. As a consequence of the new data representation, it is now possible to visualize structures with millions of atoms in a web browser, keep the whole PDB archive in memory or parse it within few minutes on average computers, which opens up a new way of thinking how to design and implement efficient algorithms in structural bioinformatics. The PDB archive is available in MMTF file format through web services and data that are updated on a weekly basis.


Assuntos
Biologia Computacional/métodos , Bases de Dados de Compostos Químicos , Substâncias Macromoleculares , Software , Internet , Substâncias Macromoleculares/análise , Substâncias Macromoleculares/química , Substâncias Macromoleculares/classificação , Estrutura Molecular
12.
Nucleic Acids Res ; 44(W1): W390-4, 2016 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-27105847

RESUMO

SuperLooper2 (SL2) (http://proteinformatics.charite.de/sl2) is the updated version of our previous web-server SuperLooper, a fragment based tool for the prediction and interactive placement of loop structures into globular and helical membrane proteins. In comparison to our previous version, SL2 benefits from both a considerably enlarged database of fragments derived from high-resolution 3D protein structures of globular and helical membrane proteins, and the integration of a new protein viewer. The database, now with double the content, significantly improved the coverage of fragment conformations and prediction quality. The employment of the NGL viewer for visualization of the protein under investigation and interactive selection of appropriate loops makes SL2 independent of third-party plug-ins and additional installations.


Assuntos
Internet , Modelos Moleculares , Fragmentos de Peptídeos/química , Proteínas/química , Software , Bases de Dados de Proteínas , Conformação Proteica , Interface Usuário-Computador
13.
BMC Bioinformatics ; 18(1): 475, 2017 Nov 13.
Artigo em Inglês | MEDLINE | ID: mdl-29132296

RESUMO

BACKGROUND: Single-particle analysis of electron cryo-microscopy (cryo-EM) is a key technology for elucidation of macromolecular structures. Recent technical advances in hardware and software developments significantly enhanced the resolution of cryo-EM density maps and broadened the applicability and the circle of users. To facilitate modeling of macromolecules into cryo-EM density maps, fast and easy to use methods for modeling are now demanded. RESULTS: Here we investigated and benchmarked the suitability of a classical and well established fragment-based approach for modeling of segments into cryo-EM density maps (termed FragFit). FragFit uses a hierarchical strategy to select fragments from a pre-calculated set of billions of fragments derived from structures deposited in the Protein Data Bank, based on sequence similarly, fit of stem atoms and fit to a cryo-EM density map. The user only has to specify the sequence of the segment and the number of the N- and C-terminal stem-residues in the protein. Using a representative data set of protein structures, we show that protein segments can be accurately modeled into cryo-EM density maps of different resolution by FragFit. Prediction quality depends on segment length, the type of secondary structure of the segment and local quality of the map. CONCLUSION: Fast and automated calculation of FragFit renders it applicable for implementation of interactive web-applications e.g. to model missing segments, flexible protein parts or hinge-regions into cryo-EM density maps.


Assuntos
Microscopia Crioeletrônica/métodos , Proteínas/química , Bases de Dados de Proteínas , Modelos Moleculares , Estrutura Secundária de Proteína , Software
14.
Nucleic Acids Res ; 43(W1): W576-9, 2015 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-25925569

RESUMO

The NGL Viewer (http://proteinformatics.charite.de/ngl) is a web application for the visualization of macromolecular structures. By fully adopting capabilities of modern web browsers, such as WebGL, for molecular graphics, the viewer can interactively display large molecular complexes and is also unaffected by the retirement of third-party plug-ins like Flash and Java Applets. Generally, the web application offers comprehensive molecular visualization through a graphical user interface so that life scientists can easily access and profit from available structural data. It supports common structural file-formats (e.g. PDB, mmCIF) and a variety of molecular representations (e.g. 'cartoon, spacefill, licorice'). Moreover, the viewer can be embedded in other web sites to provide specialized visualizations of entries in structural databases or results of structure-related calculations.


Assuntos
Substâncias Macromoleculares/química , Software , Gráficos por Computador , Internet , Modelos Moleculares , Conformação Proteica
16.
Nucleic Acids Res ; 41(Database issue): D280-4, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23161674

RESUMO

Voronoia4RNA (http://proteinformatics.charite.de/voronoia4rna/) is a structural database storing precalculated atomic volumes, atomic packing densities (PDs) and coordinates of internal cavities for currently 1869 RNAs and RNA-protein complexes. Atomic PDs are a measure for van der Waals interactions. Regions of low PD, containing water-sized internal cavities, refer to local structure flexibility or compressibility. RNA molecules build up the skeleton of large molecular machineries such as ribosomes or form smaller flexible structures such as riboswitches. The wealth of structural data on RNAs and their complexes allows setting up representative data sets and analysis of their structural features. We calculated atomic PDs from atomic volumes determined by the Voronoi cell method and internal cavities analytically by Delaunay triangulation. Reference internal PD values were derived from a non-redundant sub-data set of buried atoms. Comparison of internal PD values shows that RNA is more tightly packed than proteins. Finally, the relation between structure size, resolution and internal PD of the Voronoia4RNA entries is discussed. RNA, protein structures and their complexes can be visualized by the Jmol-based viewer Provi. Variations in PD are depicted by a color code. Internal cavities are represented by their molecular boundaries or schematically as balls.


Assuntos
Bases de Dados de Ácidos Nucleicos , RNA/química , Gráficos por Computador , Internet , Modelos Moleculares , Estrutura Molecular , Proteínas de Ligação a RNA/química
17.
J Am Chem Soc ; 136(32): 11244-7, 2014 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-25046433

RESUMO

G protein coupled receptors (GPCRs) transmit extracellular signals into the cell by binding and activating different intracellular signaling proteins, such as G proteins (Gαßγ, families Gi, Gs, Gq, G12/13) or arrestins. To address the issue of Gs vs Gi coupling specificity, we carried out molecular dynamics simulations of lipid-embedded active ß2-adrenoceptor (ß2AR*) in complex with C-terminal peptides derived from the key interaction site of Gα (GαCT) as surrogate of Gαßγ. We find that GiαCT and GsαCT exploit distinct cytoplasmic receptor conformations that coexist in the uncomplexed ß2AR*. The slim GiαCT stabilizes a ß2AR* conformation, not accessible to the bulkier GsαCT, which requires a larger TM6 outward tilt for binding. Our results suggest that the TM6 conformational heterogeneity regulates the catalytic activity of ß2AR* toward Gi or Gs.


Assuntos
Receptores Adrenérgicos beta 2/química , Receptores Acoplados a Proteínas G/química , Sequência de Aminoácidos , Animais , Sítios de Ligação , Catálise , Bovinos , Membrana Celular/metabolismo , Simulação por Computador , Citoplasma/metabolismo , Humanos , Simulação de Dinâmica Molecular , Dados de Sequência Molecular , Peptídeos/química , Ligação Proteica , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Rodopsina/química , Transdução de Sinais
18.
J Am Chem Soc ; 135(33): 12305-12, 2013 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-23883288

RESUMO

The G protein coupled receptor (GPCR) rhodopsin activates the heterotrimeric G protein transducin (Gt) to transmit the light signal into retinal rod cells. The rhodopsin activity is virtually zero in the dark and jumps by more than one billion fold after photon capture. Such perfect switching implies both high fidelity and speed of rhodopsin/Gt coupling. We employed Fourier transform infrared (FTIR) spectroscopy and supporting all-atom molecular dynamics (MD) simulations to study the conformational diversity of rhodopsin in membrane environment and extend the static picture provided by the available crystal structures. The FTIR results show how the equilibria of inactive and active protein states of the receptor (so-called metarhodopsin states) are regulated by the highly conserved E(D)RY and Yx7K(R) motives. The MD data identify an intrinsically unstructured cytoplasmic loop region connecting transmembrane helices 5 and 6 (CL3) and show how each protein state is split into conformational substates. The C-termini of the Gtγ- and Gtα-subunits (GαCT and GγCT), prepared as synthetic peptides, are likely to bind sequentially and at different sites of the active receptor. The peptides have different effects on the receptor conformation. While GγCT stabilizes the active states but preserves CL3 flexibility, GαCT selectively stabilizes a single conformational substate with largely helical CL3, as it is found in crystal structures. Based on these results we propose a mechanism for the fast and precise signal transfer from rhodopsin to Gt, which assumes a stepwise and mutual reduction of their conformational space. The mechanism relies on conserved amino acids and may therefore underlie GPCR/G protein coupling in general.


Assuntos
Rodopsina/metabolismo , Transdução de Sinais , Sequência de Aminoácidos , Animais , Sítios de Ligação , Bovinos , Simulação de Dinâmica Molecular , Mutagênese Sítio-Dirigida , Mutação , Fragmentos de Peptídeos/química , Fragmentos de Peptídeos/metabolismo , Fragmentos de Peptídeos/farmacologia , Conformação Proteica , Rodopsina/agonistas , Rodopsina/química , Rodopsina/genética , Espectroscopia de Infravermelho com Transformada de Fourier , Transducina/química
19.
Acta Crystallogr D Struct Biol ; 77(Pt 1): 126, 2021 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-33404533

RESUMO

Two citations in the article by Sehnal et al. [(2020), Acta Cryst. D76, 1167-1173] are corrected.

20.
J Mol Biol ; 433(11): 166704, 2021 05 28.
Artigo em Inglês | MEDLINE | ID: mdl-33186584

RESUMO

The US Research Collaboratory for Structural Bioinformatics Protein Data Bank (RCSB PDB) serves many millions of unique users worldwide by delivering experimentally-determined 3D structures of biomolecules integrated with >40 external data resources via RCSB.org, application programming interfaces (APIs), and FTP downloads. Herein, we present the architectural redesign of RCSB PDB data delivery services that build on existing PDBx/mmCIF data schemas. New data access APIs (data.rcsb.org) enable efficient delivery of all PDB archive data. A novel GraphQL-based API provides flexible, declarative data retrieval along with a simple-to-use REST API. A powerful new search system (search.rcsb.org) seamlessly integrates heterogeneous types of searches across the PDB archive. Searches may combine text attributes, protein or nucleic acid sequences, small-molecule chemical descriptors, 3D macromolecular shapes, and sequence motifs. The new RCSB.org architecture adheres to the FAIR Principles, empowering users to address a wide array of research problems in fundamental biology, biomedicine, biotechnology, bioengineering, and bioenergy.


Assuntos
Biologia Computacional , Bases de Dados de Proteínas , Substâncias Macromoleculares/química , Ferramenta de Busca
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