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1.
J Biomed Semantics ; 14(1): 7, 2023 Jul 01.
Article in English | MEDLINE | ID: mdl-37393296

ABSTRACT

The current rise of Open Science and Reproducibility in the Life Sciences requires the creation of rich, machine-actionable metadata in order to better share and reuse biological digital resources such as datasets, bioinformatics tools, training materials, etc. For this purpose, FAIR principles have been defined for both data and metadata and adopted by large communities, leading to the definition of specific metrics. However, automatic FAIRness assessment is still difficult because computational evaluations frequently require technical expertise and can be time-consuming. As a first step to address these issues, we propose FAIR-Checker, a web-based tool to assess the FAIRness of metadata presented by digital resources. FAIR-Checker offers two main facets: a "Check" module providing a thorough metadata evaluation and recommendations, and an "Inspect" module which assists users in improving metadata quality and therefore the FAIRness of their resource. FAIR-Checker leverages Semantic Web standards and technologies such as SPARQL queries and SHACL constraints to automatically assess FAIR metrics. Users are notified of missing, necessary, or recommended metadata for various resource categories. We evaluate FAIR-Checker in the context of improving the FAIRification of individual resources, through better metadata, as well as analyzing the FAIRness of more than 25 thousand bioinformatics software descriptions.


Subject(s)
Biological Science Disciplines , Pattern Recognition, Automated , Reproducibility of Results , Semantic Web , Computational Biology
2.
NAR Genom Bioinform ; 3(3): lqab088, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34568824

ABSTRACT

RapGreen is a modular software package targeted at scientists handling large datasets for phylogenetic analysis. Its primary function is the graphical visualization and exploration of large trees. In addition, RapGreen offers a tree pattern search function to seek evolutionary scenarios among large collections of phylogenetic trees. Other functionalities include tree reconciliation with a given species tree: the detection of duplication or loss events during evolution and tree rooting. Last but not least, RapGreen features the ability to integrate heterogeneous data while visualizing and otherwise analyzing phylogenetic trees.

3.
PeerJ ; 7: e7504, 2019.
Article in English | MEDLINE | ID: mdl-31428542

ABSTRACT

BACKGROUND: Non-specific Lipid Transfer Proteins (nsLTPs) are widely distributed in the plant kingdom and constitute a superfamily of related proteins. Several hundreds of different nsLTP sequences-and counting-have been characterized so far, but their biological functions remain unclear. It has been clear for years that they present a certain interest for agronomic and nutritional issues. Deciphering their functions means collecting and analyzing a variety of data from gene sequence to protein structure, from cellular localization to the physiological role. As a huge and growing number of new protein sequences are available nowadays, extracting meaningful knowledge from sequence-structure-function relationships calls for the development of new tools and approaches. As nsLTPs show high evolutionary divergence, but a conserved common right handed superhelix structural fold, and as they are involved in a large number of key roles in plant development and defense, they are a stimulating case study for validating such an approach. METHODS: In this study, we comprehensively investigated 797 nsLTP protein sequences, including a phylogenetic analysis on canonical protein sequences, three-dimensional structure modeling and functional annotation using several well-established bioinformatics programs. Additionally, two integrative methodologies using original tools were developed. The first was a new method for the detection of (i) conserved amino acid residues involved in structure stabilization and (ii) residues potentially involved in ligand interaction. The second was a structure-function classification based on the evolutionary trace display method using a new tree visualization interface. We also present a new tool for visualizing phylogenetic trees. RESULTS: Following this new protocol, an updated classification of the nsLTP superfamily was established and a new functional hypothesis for key residues is suggested. Lastly, this work allows a better representation of the diversity of plant nsLTPs in terms of sequence, structure and function.

4.
Methods Mol Biol ; 1286: 279-96, 2015.
Article in English | MEDLINE | ID: mdl-25749962

ABSTRACT

NMR spectroscopy allows measurements of very accurate values of equilibrium dissociation constants using chemical shift perturbation methods, provided that the concentrations of the binding partners are known with high precision and accuracy. The accuracy and precision of these experiments are improved if performed using individual capillary tubes, a method enabling full automation of the measurement. We provide here a protocol to set up and perform these experiments as well as a robust method to measure peptide concentrations using tryptophan as an internal standard.


Subject(s)
Magnetic Resonance Spectroscopy/methods , Peptides/chemistry , Peptides/metabolism , Proteins/chemistry , Proteins/metabolism , Adaptor Proteins, Signal Transducing/chemistry , Adaptor Proteins, Signal Transducing/metabolism , Amino Acid Sequence , Humans , Models, Molecular , Molecular Sequence Data , Muscle Proteins/chemistry , Muscle Proteins/metabolism , Phosphorylation , Protein Structure, Tertiary , Receptors, Retinoic Acid/chemistry , Receptors, Retinoic Acid/metabolism , Retinoic Acid Receptor gamma
5.
Plant Mol Biol ; 85(1-2): 11-31, 2014 May.
Article in English | MEDLINE | ID: mdl-24469961

ABSTRACT

The aim of the present study was to perform a genomic analysis of non-specific lipid-transfer proteins (nsLTPs) in coffee. Several nsLTPs-encoding cDNA and gene sequences were cloned from Coffea arabica and Coffea canephora species. In this work, their analyses revealed that coffee nsLTPs belong to Type II LTP characterized under their mature forms by a molecular weight of around 7.3 kDa, a basic isoelectric points of 8.5 and the presence of typical CXC pattern, with X being an hydrophobic residue facing towards the hydrophobic cavity. Even if several single nucleotide polymorphisms were identified in these nsLTP-coding sequences, 3D predictions showed that they do not have a significant impact on protein functions. Northern blot and RT-qPCR experiments revealed specific expression of Type II nsLTPs-encoding genes in coffee fruits, mainly during the early development of endosperm of both C. arabica and C. canephora. As part of our search for tissue-specific promoters in coffee, an nsLTP promoter region of around 1.2 kb was isolated. It contained several DNA repeats including boxes identified as essential for grain specific expression in other plants. The whole fragment, and a series of 5' deletions, were fused to the reporter gene ß-glucuronidase (uidA) and analyzed in transgenic Nicotiana tabacum plants. Histochemical and fluorimetric GUS assays showed that the shorter (345 bp) and medium (827 bp) fragments of nsLTP promoter function as grain-specific promoters in transgenic tobacco plants.


Subject(s)
Antigens, Plant/genetics , Carrier Proteins/genetics , Coffee/genetics , Plant Proteins/genetics , Plants, Genetically Modified/genetics , Amino Acid Sequence , Antigens, Plant/chemistry , Base Sequence , Blotting, Northern , Carrier Proteins/chemistry , DNA Primers , Molecular Sequence Data , Plant Proteins/chemistry , Real-Time Polymerase Chain Reaction , Sequence Homology, Amino Acid , Sequence Homology, Nucleic Acid
6.
BMC Bioinformatics ; 14: 126, 2013 Apr 15.
Article in English | MEDLINE | ID: mdl-23586394

ABSTRACT

BACKGROUND: In recent years, a large amount of "-omics" data have been produced. However, these data are stored in many different species-specific databases that are managed by different institutes and laboratories. Biologists often need to find and assemble data from disparate sources to perform certain analyses. Searching for these data and assembling them is a time-consuming task. The Semantic Web helps to facilitate interoperability across databases. A common approach involves the development of wrapper systems that map a relational database schema onto existing domain ontologies. However, few attempts have been made to automate the creation of such wrappers. RESULTS: We developed a framework, named BioSemantic, for the creation of Semantic Web Services that are applicable to relational biological databases. This framework makes use of both Semantic Web and Web Services technologies and can be divided into two main parts: (i) the generation and semi-automatic annotation of an RDF view; and (ii) the automatic generation of SPARQL queries and their integration into Semantic Web Services backbones. We have used our framework to integrate genomic data from different plant databases. CONCLUSIONS: BioSemantic is a framework that was designed to speed integration of relational databases. We present how it can be used to speed the development of Semantic Web Services for existing relational biological databases. Currently, it creates and annotates RDF views that enable the automatic generation of SPARQL queries. Web Services are also created and deployed automatically, and the semantic annotations of our Web Services are added automatically using SAWSDL attributes. BioSemantic is downloadable at http://southgreen.cirad.fr/?q=content/Biosemantic.


Subject(s)
Databases, Genetic , Software , Algorithms , Genome, Plant , Internet , Oryza/genetics , Semantics , Systems Integration , Vocabulary, Controlled
7.
Plant Sci ; 185-186: 227-37, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22325885

ABSTRACT

Corynespora Leaf Fall (CLF) is a major disease of rubber tree (Hevea brasiliensis) caused by the Ascomycota Corynespora cassiicola. Here we describe the cloning and characterization of a gene encoding cassiicolin (Cas), a glycosylated cystein-rich small secreted protein (SSP) identified as a potential CLF disease effector in rubber tree. Three isolates with contrasted levels of aggressiveness were analyzed comparatively. The cassiicolin gene was detected - and the toxin successfully purified - from the isolates with high and medium aggressiveness (CCP and CCAM3 respectively) but not from the isolate with the lowest aggressiveness (CCAM1), suggesting the existence of a different disease effector in the later. CCP and CCAM3 carried strictly identical cassiicolin genes and produced toxins of identical mass, as evidence by mass spectrometry analysis, thus suggesting conserved post-translational modifications in addition to sequence identity. The differences in aggressiveness between CCP and CCAM3 may be attributed to differences in cassiicolin transcript levels rather than qualitative variations in cassiicolin structure. Cassiicolin may play an important role in the early phase of infection since a peak of cassiicolin transcripts occurred in 1 or 2 days after inoculation (before the occurrence of the first symptoms), in both the tolerant and the susceptible cultivars.


Subject(s)
Ascomycota/genetics , Fungal Proteins/isolation & purification , Gene Expression Regulation, Fungal/genetics , Hevea/microbiology , Mycotoxins/isolation & purification , Plant Diseases/microbiology , Amino Acid Sequence , Ascomycota/isolation & purification , Ascomycota/pathogenicity , Base Sequence , Cloning, Molecular , Computational Biology , DNA, Complementary/genetics , Fungal Proteins/chemistry , Fungal Proteins/genetics , Molecular Sequence Data , Mycelium/genetics , Mycelium/isolation & purification , Mycelium/pathogenicity , Mycotoxins/chemistry , Mycotoxins/genetics , Plant Leaves/microbiology , RNA, Fungal/genetics , RNA, Fungal/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sequence Analysis, DNA , Virulence
8.
J Mol Biol ; 367(1): 89-101, 2007 Mar 16.
Article in English | MEDLINE | ID: mdl-17234212

ABSTRACT

Cassiicolin is a host-selective toxin (HST) produced by the fungus Corynespora cassiicola (strain CCP). It is responsible for the Corynespora leaf fall (CLF) disease, which is among the main pathologies affecting rubber tree (Hevea brasiliensis). Working on purified cassiicolin and using electron microscopy, we have demonstrated that this 27-residue O-glycosylated protein is able to induce cellular damages identical to those induced by the fungus on rubber tree leaves and displays the same host selectivity. The solution structure and disulfide pairing of cassiicolin have been determined using NMR spectroscopy and simulated annealing calculations. Cassiicolin appears to have an original structure with a prolate ellipsoid shape. It adopts an over-all fold consisting of three strands arranged in a right-handed twisted, antiparallel beta-sheet knitted by three disulfide bonds. Its conformation resembles that found in small trypsine-like inhibitors isolated from the brain, the fat body and the hemolymph of locust grasshoppers. But cassiicolin has no sequence homology with these protease inhibitors, and lacks their characteristic substrate-binding loop. Probably, this motif represents one of the few highly stabilized "minimal" scaffolds, with a high sequence permissiveness, that nature has selected to evolve over different phyla and to support different functions. The knowledge of the 3D structure opens the way to the delineation of the mechanism of action of the toxin using site-directed mutagenesis.


Subject(s)
Ascomycota/chemistry , Fungal Proteins/chemistry , Mycotoxins/chemistry , Toxins, Biological/chemistry , Amino Acid Sequence , Disulfides , Microscopy, Electron , Models, Molecular , Plant Diseases/microbiology , Protein Conformation
9.
J Chromatogr B Analyt Technol Biomed Life Sci ; 849(1-2): 357-62, 2007 Apr 15.
Article in English | MEDLINE | ID: mdl-17113837

ABSTRACT

Cassiicolin, a phytotoxin produced by the necrotrophic fungus Corynespora cassiicola, was purified to homogeneity from a rubber tree isolate. The optimized protocol involves reverse phase chromatography followed by size exclusion chromatography, with monitoring of the toxicity on detached rubber tree leaves. Cassiicolin appeared to be a peptide composed of 27 amino acids, glycosylated on the second residue, with a N-terminal pyroglutamic acid and 6 cysteines involved in disulfide bonds. Its molecular mass was estimated to be 2885 Da. No significant sequence homology with other proteins could be found. The availability of pure toxin in sufficient amount is a prerequisite for its structure determination, which is a key step in the understanding of the aggression mechanism.


Subject(s)
Ascomycota/metabolism , Hevea/microbiology , Mycotoxins/isolation & purification , Plant Leaves/microbiology , Amino Acid Sequence , Chromatography, Liquid/methods , Electrophoresis/methods , Hevea/drug effects , Molecular Sequence Data , Molecular Weight , Mycotoxins/chemistry , Mycotoxins/toxicity , Plant Leaves/drug effects , Reproducibility of Results , Sequence Analysis, Protein , Spectrometry, Mass, Electrospray Ionization/methods
10.
Biochem J ; 393(Pt 1): 117-27, 2006 Jan 01.
Article in English | MEDLINE | ID: mdl-16097953

ABSTRACT

Binding of beta2GPI (beta2 glycoprotein I), a human plasma protein, to AnPLs (anionic phospholipids) plays a key role in the formation of antiphospholipid antibodies involved in autoimmune diseases like antiphospholipid syndrome or systemic lupus erythematosus. We recently showed that binding of beta2GPI to AnPLs was enhanced by biotinylation of its glycan chains with biotin-hydrazide. In the present study, we investigated why this chemical modification of beta2GPI increased both its affinity for AnPLs and its recognition by anti-cardiolipin antibodies. Electrophoretic analysis showed that: (i) high molecular mass beta2GPI (dimers and other oligomers) covalently coupled by imine bonds, were present in variable amounts in oxidized beta2GPI and in beta2GPI-bh (beta2GPI-biotin-hydrazide), but were absent in native beta2GPI; (ii) binding of beta2GPI-bh to phosphatidylserine-coated microtitre plates generated high molecular mass polymers in a time-dependent manner. Native beta2GPI did not polymerize in these conditions. These polymers did not bind more strongly to AnPLs than the monomer beta2GPI. However, in solution at 1 microM beta2GPI-bh essentially appeared as a dimer as revealed by light-scattering analysis. SPR (surface plasmon resonance) analysis showed that the increased affinity of beta2GPI-bh for AnPL monolayers was due to a lower dissociation rate constant compared with native beta2GPI. Finally, the monoclonal human aCL (auto-immune anti-cardiolipin antibody) EY2C9 bound to beta2GPI-bh but did not bind to monomeric native and oxidized beta2GPI. It is likely that the dimeric quaternary structure of beta2GPI-bh is in fact responsible for the appearance of the epitopes targeted by the EY2C9 antibody.


Subject(s)
Antibodies, Anticardiolipin/immunology , Glycoproteins/chemistry , Glycoproteins/immunology , Polysaccharides/metabolism , Animals , Antibodies, Monoclonal/immunology , Binding Sites , Biotin/analogs & derivatives , Biotin/chemistry , Biotinylation , Cardiolipins , Dimerization , Glycoproteins/metabolism , Humans , Polysaccharides/chemistry , Protein Binding , Protein Structure, Quaternary , beta 2-Glycoprotein I
11.
Acta Crystallogr D Biol Crystallogr ; 61(Pt 4): 397-406, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15805594

ABSTRACT

In plants, a family of ubiquitous proteins named non-specific lipid-transfer proteins (ns-LTPs) facilitates the transfer of fatty acids, phospholipids and steroids between membranes. Recent data suggest that these secreted proteins play a key role in the formation of cuticular wax layers and in defence mechanisms against pathogens. In this study, X-ray crystallography has been used to examine the structural details of the interaction between a wheat type 2 ns-LTP and a lipid, L-alpha-palmitoyl-phosphatidyl glycerol. This crystal structure was solved ab initio at 1.12 A resolution by direct methods. The typical alpha-helical bundle fold of this protein is maintained by four disulfide bridges and delineates two hydrophobic cavities. The inner surface of the main cavity is lined by non-polar residues that provide a hydrophobic environment for the palmitoyl moiety of the lipid. The head-group region of this lipid protrudes from the surface and makes several polar interactions with a conserved patch of basic residues at the entrance of the pocket. The alkyl chain of a second lipid is bound within an adjacent smaller cavity. The structure shows that binding of the lipid tails to the protein involves extensive hydrophobic interactions.


Subject(s)
Carrier Proteins/chemistry , Carrier Proteins/metabolism , Lipid Metabolism , Plant Proteins/chemistry , Triticum/chemistry , Amino Acid Sequence , Crystallography, X-Ray , Dimerization , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Protein Structure, Quaternary , Sequence Alignment
12.
J Biol Chem ; 278(16): 14249-56, 2003 Apr 18.
Article in English | MEDLINE | ID: mdl-12525478

ABSTRACT

The refined structure of a wheat type 2 nonspecific lipid transfer protein (ns-LTP2) liganded with l-alpha-palmitoylphosphatidylglycerol has been determined by NMR. The (15)N-labeled protein was produced in Pichia pastoris. Physicochemical conditions and ligandation were intensively screened to obtain the best NMR spectra quality. This ns-LTP2 is a 67-residue globular protein with a diameter of about 30 A. The structure is composed of five helices forming a right superhelix. The protein presents an inner cavity, which has been measured at 341 A(3). All of the helices display hydrophobic side chains oriented toward the cavity. The phospholipid is found in this cavity. Its fatty acid chain is completely inserted in the protein, the l-alpha-palmitoylphosphatidylglycerol glycerol moiety being located on a positively charged pocket on the surface of the protein. The superhelix structure of the protein is coiled around the fatty acid chain. The overall structure shows similarities with ns-LTP1. Nevertheless, large three-dimensional structural discrepancies are observed for the H3 and H4 alpha-helices, the C-terminal region, and the last turn of the H2 helix. The lipid is orthogonal to the orientation observed in ns-LTP1. The volume of the hydrophobic cavity appears to be in the same range as the one of ns-LTP1, despite the fact that ns-LTP2 is shorter by 24 residues.


Subject(s)
Carrier Proteins/chemistry , Carrier Proteins/metabolism , Plant Proteins , Triticum/metabolism , Amino Acid Sequence , Antigens, Plant , Cysteine/chemistry , Databases as Topic , Fatty Acids/metabolism , Glycerol/chemistry , Ligands , Magnetic Resonance Spectroscopy , Mass Spectrometry , Models, Molecular , Molecular Sequence Data , Phosphatidylglycerols/chemistry , Pichia/metabolism , Protein Conformation , Protein Structure, Tertiary , Recombinant Proteins/metabolism , Sequence Homology, Amino Acid , Spectrometry, Fluorescence
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