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1.
J Chem Inf Model ; 61(12): 5841-5852, 2021 12 27.
Article in English | MEDLINE | ID: mdl-34792345

ABSTRACT

Ligand-based methods play a crucial role in virtual screening when the 3D structure of the target is not available. This study discusses the results of a validation study of the CSD field-based ligand screener using a novel benchmarking data set containing 56 targets. The data set was created starting from the target UniProt IDs in a previously published data set (i.e., the AZ data set), by mining ChEMBL to find known active molecules for these targets and by using DUD-E to generate property-matched decoys of the identified actives. Several experiments were performed to assess the virtual screening performance of the new method. One of its strengths is that it can use an overlay of multiple flexible ligands as a query without the need to run several parallel calculations with one ligand at a time. Here, we discuss how changes to different parameter settings or adoption of different query models can influence the final performance compared to the performance when using the experimentally observed overlay of ligands. We have also generated the enrichment scores based on three external benchmark data sets to enable the comparison with existing methods previously validated using these data sets. Here, we present results for the standard DUD-E data set, the DUD-E+ data set, as well as the DUD_Lib_VS_1.0 data set which was designed for ligand-based virtual screening validation and hence is more suitable for this type of methods.


Subject(s)
Benchmarking , Ligands
2.
Nucleic Acids Res ; 48(D1): D335-D343, 2020 01 08.
Article in English | MEDLINE | ID: mdl-31691821

ABSTRACT

The Protein Data Bank in Europe (PDBe), a founding member of the Worldwide Protein Data Bank (wwPDB), actively participates in the deposition, curation, validation, archiving and dissemination of macromolecular structure data. PDBe supports diverse research communities in their use of macromolecular structures by enriching the PDB data and by providing advanced tools and services for effective data access, visualization and analysis. This paper details the enrichment of data at PDBe, including mapping of RNA structures to Rfam, and identification of molecules that act as cofactors. PDBe has developed an advanced search facility with ∼100 data categories and sequence searches. New features have been included in the LiteMol viewer at PDBe, with updated visualization of carbohydrates and nucleic acids. Small molecules are now mapped more extensively to external databases and their visual representation has been enhanced. These advances help users to more easily find and interpret macromolecular structure data in order to solve scientific problems.


Subject(s)
Databases, Protein , Software , Cluster Analysis , Data Accuracy , Europe , Protein Conformation , User-Computer Interface
3.
Acta Crystallogr F Struct Biol Commun ; 75(Pt 11): 665-672, 2019 Nov 01.
Article in English | MEDLINE | ID: mdl-31702580

ABSTRACT

This work presents an annotation tool that automatically locates mentions of particular amino-acid residues in published papers and identifies the protein concerned. These matches can be provided in context or in a searchable format in order for researchers to better use the existing and future literature.


Subject(s)
Molecular Sequence Annotation , Proteins/chemistry , Publications , Amino Acids/chemistry , Automation , Mutation/genetics , Proteins/genetics , Software
4.
Bioinformatics ; 35(18): 3510-3511, 2019 09 15.
Article in English | MEDLINE | ID: mdl-30759194

ABSTRACT

MOTIVATION: Cofactors are essential for many enzyme reactions. The Protein Data Bank (PDB) contains >67 000 entries containing enzyme structures, many with bound cofactor or cofactor-like molecules. This work aims to identify and categorize these small molecules in the PDB and make it easier to find them. RESULTS: The Protein Data Bank in Europe (PDBe; pdbe.org) has implemented a pipeline to identify enzyme cofactor and cofactor-like molecules, which are now part of the PDBe weekly release process. AVAILABILITY AND IMPLEMENTATION: Information is made available on the individual PDBe entry pages at pdbe.org and programmatically through the PDBe REST API (pdbe.org/api). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Databases, Protein , Coenzymes , Europe , Protein Conformation
6.
Nucleic Acids Res ; 46(D1): D486-D492, 2018 01 04.
Article in English | MEDLINE | ID: mdl-29126160

ABSTRACT

The Protein Data Bank in Europe (PDBe, pdbe.org) is actively engaged in the deposition, annotation, remediation, enrichment and dissemination of macromolecular structure data. This paper describes new developments and improvements at PDBe addressing three challenging areas: data enrichment, data dissemination and functional reusability. New features of the PDBe Web site are discussed, including a context dependent menu providing links to raw experimental data and improved presentation of structures solved by hybrid methods. The paper also summarizes the features of the LiteMol suite, which is a set of services enabling fast and interactive 3D visualization of structures, with associated experimental maps, annotations and quality assessment information. We introduce a library of Web components which can be easily reused to port data and functionality available at PDBe to other services. We also introduce updates to the SIFTS resource which maps PDB data to other bioinformatics resources, and the PDBe REST API.


Subject(s)
Computational Biology/methods , Databases, Protein , Proteins/chemistry , Sequence Analysis, Protein/methods , User-Computer Interface , Amino Acid Sequence , Computer Graphics , Databases as Topic , Europe , Humans , Information Dissemination , Internet , Models, Molecular , Molecular Sequence Annotation , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Proteins/genetics , Proteins/metabolism
7.
Structure ; 25(12): 1916-1927, 2017 12 05.
Article in English | MEDLINE | ID: mdl-29174494

ABSTRACT

The Worldwide PDB recently launched a deposition, biocuration, and validation tool: OneDep. At various stages of OneDep data processing, validation reports for three-dimensional structures of biological macromolecules are produced. These reports are based on recommendations of expert task forces representing crystallography, nuclear magnetic resonance, and cryoelectron microscopy communities. The reports provide useful metrics with which depositors can evaluate the quality of the experimental data, the structural model, and the fit between them. The validation module is also available as a stand-alone web server and as a programmatically accessible web service. A growing number of journals require the official wwPDB validation reports (produced at biocuration) to accompany manuscripts describing macromolecular structures. Upon public release of the structure, the validation report becomes part of the public PDB archive. Geometric quality scores for proteins in the PDB archive have improved over the past decade.


Subject(s)
Databases, Protein/standards , Validation Studies as Topic , Sequence Analysis, Protein/methods , Sequence Analysis, Protein/standards
8.
Structure ; 25(3): 536-545, 2017 03 07.
Article in English | MEDLINE | ID: mdl-28190782

ABSTRACT

OneDep, a unified system for deposition, biocuration, and validation of experimentally determined structures of biological macromolecules to the PDB archive, has been developed as a global collaboration by the worldwide PDB (wwPDB) partners. This new system was designed to ensure that the wwPDB could meet the evolving archiving requirements of the scientific community over the coming decades. OneDep unifies deposition, biocuration, and validation pipelines across all wwPDB, EMDB, and BMRB deposition sites with improved focus on data quality and completeness in these archives, while supporting growth in the number of depositions and increases in their average size and complexity. In this paper, we describe the design, functional operation, and supporting infrastructure of the OneDep system, and provide initial performance assessments.


Subject(s)
Proteins/chemistry , Data Curation , Databases, Protein , Internet , Models, Molecular , Nuclear Magnetic Resonance, Biomolecular , Protein Conformation , User-Computer Interface
9.
Nucleic Acids Res ; 44(D1): D385-95, 2016 Jan 04.
Article in English | MEDLINE | ID: mdl-26476444

ABSTRACT

The Protein Data Bank in Europe (http://pdbe.org) accepts and annotates depositions of macromolecular structure data in the PDB and EMDB archives and enriches, integrates and disseminates structural information in a variety of ways. The PDBe website has been redesigned based on an analysis of user requirements, and now offers intuitive access to improved and value-added macromolecular structure information. Unique value-added information includes lists of reviews and research articles that cite or mention PDB entries as well as access to figures and legends from full-text open-access publications that describe PDB entries. A powerful new query system not only shows all the PDB entries that match a given query, but also shows the 'best structures' for a given macromolecule, ligand complex or sequence family using data-quality information from the wwPDB validation reports. A PDBe RESTful API has been developed to provide unified access to macromolecular structure data available in the PDB and EMDB archives as well as value-added annotations, e.g. regarding structure quality and up-to-date cross-reference information from the SIFTS resource. Taken together, these new developments facilitate unified access to macromolecular structure data in an intuitive way for non-expert users and support expert users in analysing macromolecular structure data.


Subject(s)
Databases, Protein , Protein Conformation , Internet , Microscopy, Electron , Models, Molecular , User-Computer Interface
10.
Dalton Trans ; 44(11): 5058-75, 2015 Mar 21.
Article in English | MEDLINE | ID: mdl-25427784

ABSTRACT

A few ruthenium based metal carbonyl complexes, e.g. CORM-2 and CORM-3, have therapeutic activity attributed to their ability to deliver CO to biological targets. In this work, a series of related complexes with the formula [Ru(CO)3Cl2L] (L = DMSO (3), L-H3CSO(CH2)2CH(NH2)CO2H) (6a); D,L-H3CSO(CH2)2CH(NH2)CO2H (6b); 3-NC5H4(CH2)2SO3Na (7); 4-NC5H4(CH2)2SO3Na (8); PTA (9); DAPTA (10); H3CS(CH2)2CH(OH)CO2H (11); CNCMe2CO2Me (12); CNCMeEtCO2Me (13); CN(c-C3H4)CO2Et) (14)) were designed, synthesized and studied. The effects of L on their stability, CO release profile, cytotoxicity and anti-inflammatory properties are described. The stability in aqueous solution depends on the nature of L as shown using HPLC and LC-MS studies. The isocyanide derivatives are the least stable complexes, and the S-bound methionine oxide derivative is the more stable one. The complexes do not release CO gas to the headspace, but release CO2 instead. X-ray diffraction of crystals of the model protein Hen Egg White Lysozyme soaked with 6b (4UWN) and 8 (4UWN) shows the addition of Ru(II)(CO)(H2O)4 at the His15 binding site. Soakings with 7(4UWN) produced the metallacarboxylate [Ru(COOH)(CO)(H2O)3](+) bound to the His15 site. The aqueous chemistry of these complexes is governed by the water-gas shift reaction initiated with the nucleophilic attack of HO(-) on coordinated CO. DFT calculations show this addition to be essentially barrierless. The complexes have low cytotoxicity and low hemolytic indices. Following i.v. administration of CORM-3, the in vivo bio-distribution of CO differs from that obtained with CO inhalation or with heme oxygenase stimulation. A mechanism for CO transport and delivery from these complexes is proposed.


Subject(s)
Carbon Monoxide/chemistry , Drug Carriers/chemistry , Drug Design , Organometallic Compounds/chemistry , Animals , Anti-Inflammatory Agents/chemical synthesis , Anti-Inflammatory Agents/chemistry , Anti-Inflammatory Agents/pharmacokinetics , Anti-Inflammatory Agents/pharmacology , Carbon Dioxide/chemistry , Cell Line , Dimethyl Sulfoxide/chemistry , Drug Carriers/chemical synthesis , Drug Carriers/pharmacokinetics , Drug Carriers/pharmacology , Drug Liberation , Humans , Mice , Models, Molecular , Molecular Conformation , Organometallic Compounds/chemical synthesis , Organometallic Compounds/pharmacokinetics , Organometallic Compounds/pharmacology , Proteins/metabolism , Quantum Theory , Solubility , Tissue Distribution , Water/chemistry
11.
Database (Oxford) ; 2014: bau116, 2014.
Article in English | MEDLINE | ID: mdl-25425036

ABSTRACT

The Protein Data Bank (PDB) is the single global repository for three-dimensional structures of biological macromolecules and their complexes, and its more than 100,000 structures contain more than 20,000 distinct ligands or small molecules bound to proteins and nucleic acids. Information about these small molecules and their interactions with proteins and nucleic acids is crucial for our understanding of biochemical processes and vital for structure-based drug design. Small molecules present in a deposited structure may be attached to a polymer or may occur as a separate, non-covalently linked ligand. During curation of a newly deposited structure by wwPDB annotation staff, each molecule is cross-referenced to the PDB Chemical Component Dictionary (CCD). If the molecule is new to the PDB, a dictionary description is created for it. The information about all small molecule components found in the PDB is distributed via the ftp archive as an external reference file. Small molecule annotation in the PDB also includes information about ligand-binding sites and about covalent and other linkages between ligands and macromolecules. During the remediation of the peptide-like antibiotics and inhibitors present in the PDB archive in 2011, it became clear that additional annotation was required for consistent representation of these molecules, which are quite often composed of several sequential subcomponents including modified amino acids and other chemical groups. The connectivity information of the modified amino acids is necessary for correct representation of these biologically interesting molecules. The combined information is made available via a new resource called the Biologically Interesting molecules Reference Dictionary, which is complementary to the CCD and is now routinely used for annotation of peptide-like antibiotics and inhibitors.


Subject(s)
Databases, Chemical , Databases, Protein , Small Molecule Libraries/chemistry , Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/pharmacology , Binding Sites , Data Mining , Glucose/chemistry , Glycopeptides/chemistry , Glycopeptides/pharmacology , Ligands , Models, Molecular , Reproducibility of Results , Small Molecule Libraries/pharmacology
12.
Nucleic Acids Res ; 42(Database issue): D285-91, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24288376

ABSTRACT

The Protein Data Bank in Europe (pdbe.org) is a founding member of the Worldwide PDB consortium (wwPDB; wwpdb.org) and as such is actively engaged in the deposition, annotation, remediation and dissemination of macromolecular structure data through the single global archive for such data, the PDB. Similarly, PDBe is a member of the EMDataBank organisation (emdatabank.org), which manages the EMDB archive for electron microscopy data. PDBe also develops tools that help the biomedical science community to make effective use of the data in the PDB and EMDB for their research. Here we describe new or improved services, including updated SIFTS mappings to other bioinformatics resources, a new browser for the PDB archive based on Gene Ontology (GO) annotation, updates to the analysis of Nuclear Magnetic Resonance-derived structures, redesigned search and browse interfaces, and new or updated visualisation and validation tools for EMDB entries.


Subject(s)
Databases, Protein , Protein Conformation , Computer Graphics , Europe , Gene Ontology , Internet , Nuclear Magnetic Resonance, Biomolecular , Sequence Analysis, Protein , Software
13.
Dalton Trans ; 42(17): 5985-98, 2013 May 07.
Article in English | MEDLINE | ID: mdl-23223860

ABSTRACT

The complex fac-[Mo(CO)(3)(histidinate)]Na has been reported to be an effective CO-Releasing Molecule in vivo, eliciting therapeutic effects in several animal models of disease. The CO releasing profile of this complex in different settings both in vitro and in vivo reveals that the compound can readily liberate all of its three CO equivalents under biological conditions. The compound has low toxicity and cytotoxicity and is not hemolytic. CO release is accompanied by a decrease in arterial blood pressure following administration in vivo. We studied its behavior in solution and upon the interaction with proteins. Reactive oxygen species (ROS) generation upon exposure to air and polyoxomolybdate formation in soaks with lysozyme crystals were observed as processes ensuing from the decomposition of the complex and the release of CO.


Subject(s)
Carbon Monoxide/metabolism , Coordination Complexes/chemistry , Organometallic Compounds/chemistry , Prodrugs/chemistry , Animals , Binding Sites , Cell Line , Cell Survival/drug effects , Coordination Complexes/chemical synthesis , Coordination Complexes/toxicity , Crystallography, X-Ray , Hemodynamics , Hemoglobins/chemistry , Hemoglobins/metabolism , Hemolysis , Hep G2 Cells , Humans , Mice , Muramidase/chemistry , Muramidase/metabolism , Organometallic Compounds/chemical synthesis , Organometallic Compounds/toxicity , Prodrugs/chemical synthesis , Prodrugs/toxicity , Protein Structure, Tertiary , Serum Albumin/chemistry , Serum Albumin/metabolism
14.
J Am Chem Soc ; 133(5): 1192-5, 2011 Feb 09.
Article in English | MEDLINE | ID: mdl-21204537

ABSTRACT

CORM-3, [fac-Ru(CO)(3)Cl(κ(2)-H(2)NCH(2)CO(2))], is a well-known carbon monoxide releasing molecule (CORM) capable of delivering CO in vivo. Herein we show for the first time that the interactions of CORM-3 with proteins result in the loss of a chloride ion, glycinate, and one CO ligand. The rapid formation of stable adducts between the protein and the remaining cis-Ru(II)(CO)(2) fragments was confirmed by Inductively Coupled Plasma-Atomic Emission Spectroscopy (ICP-AES), Liquid-Chromatography Mass Spectrometry (LC-MS), Infrared Spectroscopy (IR), and X-ray crystallography. Three Ru coordination sites are observed in the structure of hen egg white lysozyme crystals soaked with CORM-3. The site with highest Ru occupancy (80%) shows a fac-[(His15)Ru(CO)(2)(H(2)O)(3)] structure.


Subject(s)
Blood Proteins/chemistry , Blood Proteins/metabolism , Muramidase/chemistry , Muramidase/metabolism , Organometallic Compounds/chemistry , Organometallic Compounds/metabolism , Animals , Crystallography, X-Ray , Models, Molecular , Protein Binding , Protein Conformation
15.
Chem Commun (Camb) ; (44): 5842-4, 2008 Nov 30.
Article in English | MEDLINE | ID: mdl-19009100

ABSTRACT

We present a new concept for the design of a polymeric conducting material that combines the chemical versatility of an organic salt (ionic liquid) with the morphological versatility of a biopolymer (gelatin); the resulting 'ion jelly' can be applied in electrochemical devices, such as batteries, fuel cells, electrochromic windows or photovoltaic cells.


Subject(s)
Electrochemistry/instrumentation , Ionic Liquids/chemistry , Electric Conductivity , Electrochemistry/methods , Gelatin/chemistry , X-Ray Diffraction
16.
J Biol Inorg Chem ; 13(5): 737-53, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18327621

ABSTRACT

Nitrate reductase from Desulfovibrio desulfuricans ATCC 27774 (DdNapA) is a monomeric protein of 80 kDa harboring a bis(molybdopterin guanine dinucleotide) active site and a [4Fe-4S] cluster. Previous electron paramagnetic resonance (EPR) studies in both catalytic and inhibiting conditions showed that the molybdenum center has high coordination flexibility when reacted with reducing agents, substrates or inhibitors. As-prepared DdNapA samples, as well as those reacted with substrates and inhibitors, were crystallized and the corresponding structures were solved at resolutions ranging from 1.99 to 2.45 A. The good quality of the diffraction data allowed us to perform a detailed structural study of the active site and, on that basis, the sixth molybdenum ligand, originally proposed to be an OH/OH(2) ligand, was assigned as a sulfur atom after refinement and analysis of the B factors of all the structures. This unexpected result was confirmed by a single-wavelength anomalous diffraction experiment below the iron edge (lambda = 1.77 A) of the as-purified enzyme. Furthermore, for six of the seven datasets, the S-S distance between the sulfur ligand and the Sgamma atom of the molybdenum ligand Cys(A140) was substantially shorter than the van der Waals contact distance and varies between 2.2 and 2.85 A, indicating a partial disulfide bond. Preliminary EPR studies under catalytic conditions showed an EPR signal designated as a turnover signal (g values 1.999, 1.990, 1.982) showing hyperfine structure originating from a nucleus of unknown nature. Spectropotentiometric studies show that reduced methyl viologen, the electron donor used in the catalytic reaction, does not interact directly with the redox cofactors. The turnover signal can be obtained only in the presence of the reaction substrates. With use of the optimized conditions determined by spectropotentiometric titration, the turnover signal was developed with (15)N-labeled nitrate and in D(2)O-exchanged DdNapA samples. These studies indicate that this signal is not associated with a Mo(V)-nitrate adduct and that the hyperfine structure originates from two equivalent solvent-exchangeable protons. The new coordination sphere of molybdenum proposed on the basis of our studies led us to revise the currently accepted reaction mechanism for periplasmic nitrate reductases. Proposals for a new mechanism are discussed taking into account a molybdenum and ligand-based redox chemistry, rather than the currently accepted redox chemistry based solely on the molybdenum atom.


Subject(s)
Desulfovibrio desulfuricans/enzymology , Molybdenum/chemistry , Nitrate Reductase/metabolism , Sulfur/chemistry , Binding Sites , Catalysis , Crystallography, X-Ray , Data Interpretation, Statistical , Disulfides/chemistry , Electron Spin Resonance Spectroscopy , Ligands , Models, Molecular , Protein Conformation
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