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1.
Nucleic Acids Res ; 38(Database issue): D167-80, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19920119

ABSTRACT

Linear motifs are short segments of multidomain proteins that provide regulatory functions independently of protein tertiary structure. Much of intracellular signalling passes through protein modifications at linear motifs. Many thousands of linear motif instances, most notably phosphorylation sites, have now been reported. Although clearly very abundant, linear motifs are difficult to predict de novo in protein sequences due to the difficulty of obtaining robust statistical assessments. The ELM resource at http://elm.eu.org/ provides an expanding knowledge base, currently covering 146 known motifs, with annotation that includes >1300 experimentally reported instances. ELM is also an exploratory tool for suggesting new candidates of known linear motifs in proteins of interest. Information about protein domains, protein structure and native disorder, cellular and taxonomic contexts is used to reduce or deprecate false positive matches. Results are graphically displayed in a 'Bar Code' format, which also displays known instances from homologous proteins through a novel 'Instance Mapper' protocol based on PHI-BLAST. ELM server output provides links to the ELM annotation as well as to a number of remote resources. Using the links, researchers can explore the motifs, proteins, complex structures and associated literature to evaluate whether candidate motifs might be worth experimental investigation.


Subject(s)
Amino Acid Motifs/genetics , Computational Biology/methods , Databases, Genetic , Databases, Nucleic Acid , Eukaryotic Cells/chemistry , Amino Acid Sequence , Animals , Computational Biology/trends , Databases, Protein , Humans , Information Storage and Retrieval/methods , Internet , Molecular Sequence Data , Protein Structure, Tertiary , Sequence Homology, Amino Acid , Software
2.
BMC Bioinformatics ; 10: 351, 2009 Oct 24.
Article in English | MEDLINE | ID: mdl-19852836

ABSTRACT

BACKGROUND: Many proteins are highly modular, being assembled from globular domains and segments of natively disordered polypeptides. Linear motifs, short sequence modules functioning independently of protein tertiary structure, are most abundant in natively disordered polypeptides but are also found in accessible parts of globular domains, such as exposed loops. The prediction of novel occurrences of known linear motifs attempts the difficult task of distinguishing functional matches from stochastically occurring non-functional matches. Although functionality can only be confirmed experimentally, confidence in a putative motif is increased if a motif exhibits attributes associated with functional instances such as occurrence in the correct taxonomic range, cellular compartment, conservation in homologues and accessibility to interacting partners. Several tools now use these attributes to classify putative motifs based on confidence of functionality. RESULTS: Current methods assessing motif accessibility do not consider much of the information available, either predicting accessibility from primary sequence or regarding any motif occurring in a globular region as low confidence. We present a method considering accessibility and secondary structural context derived from experimentally solved protein structures to rectify this situation. Putatively functional motif occurrences are mapped onto a representative domain, given that a high quality reference SCOP domain structure is available for the protein itself or a close relative. Candidate motifs can then be scored for solvent-accessibility and secondary structure context. The scores are calibrated on a benchmark set of experimentally verified motif instances compared with a set of random matches. A combined score yields 3-fold enrichment for functional motifs assigned to high confidence classifications and 2.5-fold enrichment for random motifs assigned to low confidence classifications. The structure filter is implemented as a pipeline with both a graphical interface via the ELM resource http://elm.eu.org/ and through a Web Service protocol. CONCLUSION: New occurrences of known linear motifs require experimental validation as the bioinformatics tools currently have limited reliability. The ELM structure filter will aid users assessing candidate motifs presenting in globular structural regions. Most importantly, it will help users to decide whether to expend their valuable time and resources on experimental testing of interesting motif candidates.


Subject(s)
Computational Biology/methods , Proteins/chemistry , Amino Acid Motifs , Databases, Protein , Eukaryota , Peptides/chemistry , Protein Conformation , Software
3.
Mech Ageing Dev ; 126(11): 1192-200, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16099018

ABSTRACT

During the ageing process, an increase of mitochondrial DNA (mtDNA) deletions and other mutations have been reported. These structural alterations of mtDNA are assumed to cause a reduction in the respiratory chain activity and may contribute to the ageing process. Therefore, the question arises if the accumulation of deleted mtDNA is compensated in vivo by an increase of mtDNA synthesis via a feedback mechanism. We designed two human mtDNA-specific oligonucleotide probes for quantitative mtDNA analysis of 5 different tissues from 50 individuals aged from 8 weeks to 93 years. The amount of mtDNA was approximately 1.1 +/- 0.5% (4617 +/- 2099 copies) in the caudate nucleus, 1.0 +/- 0.5% (4198 +/- 2099 copies) in the frontal lobe cortex, 0.3 +/- 0.2% (1259 +/- 840 copies) in the cerebellar cortex, 1.0 +/- 0.4% (4198 +/- 1679 copies) in skeletal muscle and 2.2+/-1.3% (9235 +/- 5457 copies) in heart muscle. We did not observe any significant change in the absolute copy number during ageing in five different tissues, and therefore, found no evidence for the postulated feedback mechanism. Our study indicates that mtDNA copy number is tissue-specific and depends on the energy demand of the tissue.


Subject(s)
Aging/physiology , Brain/metabolism , DNA, Mitochondrial/metabolism , Muscle, Skeletal/metabolism , Myocardium/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Gene Dosage , Humans , Infant , Middle Aged , Mitochondria/metabolism , Statistics as Topic
4.
J Biol Chem ; 280(6): 4779-84, 2005 Feb 11.
Article in English | MEDLINE | ID: mdl-15546866

ABSTRACT

Alternative splicing provides a versatile mechanism of gene regulation, which is often subverted in disease. We have used customized oligonucleotide microarrays to interrogate simultaneously the levels of expression of splicing factors and the patterns of alternative splicing of genes involved in tumor progression. Analysis of RNAs isolated from cell lines derived from Hodgkin lymphoma tumors indicate that the relative abundance of alternatively spliced isoforms correlates with transformation and tumor grade. Changes in expression of regulators were also detected, and a subset sample was confirmed at the protein level. Ectopic expression of neuron-specific splicing regulatory proteins of the Nova family was observed in some cell lines and tumor samples, correlating with expression of a neuron-specific mRNA isoform of JNK2 kinase. This microarray design can help assess the role of alternative splicing in a variety of biological and medical problems and potentially serve as a diagnostic tool.


Subject(s)
Hodgkin Disease/metabolism , Neurons/metabolism , Oligonucleotide Array Sequence Analysis , Alternative Splicing , Blotting, Western , Cell Line, Tumor , Cluster Analysis , Cyclin-Dependent Kinase Inhibitor p16/chemistry , DNA, Complementary/metabolism , Databases as Topic , Humans , Mitogen-Activated Protein Kinase 9/metabolism , Protein Isoforms , RNA/chemistry , RNA/metabolism , RNA, Messenger/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Tumor Suppressor Protein p14ARF/chemistry
5.
BMC Bioinformatics ; 5: 79, 2004 Jun 22.
Article in English | MEDLINE | ID: mdl-15212693

ABSTRACT

BACKGROUND: Post-translational phosphorylation is one of the most common protein modifications. Phosphoserine, threonine and tyrosine residues play critical roles in the regulation of many cellular processes. The fast growing number of research reports on protein phosphorylation points to a general need for an accurate database dedicated to phosphorylation to provide easily retrievable information on phosphoproteins. DESCRIPTION: Phospho.ELM http://phospho.elm.eu.org is a new resource containing experimentally verified phosphorylation sites manually curated from the literature and is developed as part of the ELM (Eukaryotic Linear Motif) resource. Phospho.ELM constitutes the largest searchable collection of phosphorylation sites available to the research community. The Phospho.ELM entries store information about substrate proteins with the exact positions of residues known to be phosphorylated by cellular kinases. Additional annotation includes literature references, subcellular compartment, tissue distribution, and information about the signaling pathways involved as well as links to the molecular interaction database MINT. Phospho.ELM version 2.0 contains 1703 phosphorylation site instances for 556 phosphorylated proteins. CONCLUSION: Phospho.ELM will be a valuable tool both for molecular biologists working on protein phosphorylation sites and for bioinformaticians developing computational predictions on the specificity of phosphorylation reactions.


Subject(s)
Databases, Protein , Proteins/chemistry , Proteins/metabolism , Animals , Binding Sites , Databases, Protein/standards , Humans , Mice , Phosphorylation , Protein Processing, Post-Translational , Rats , Research Design/standards , Software
6.
Nucleic Acids Res ; 31(13): 3625-30, 2003 Jul 01.
Article in English | MEDLINE | ID: mdl-12824381

ABSTRACT

Multidomain proteins predominate in eukaryotic proteomes. Individual functions assigned to different sequence segments combine to create a complex function for the whole protein. While on-line resources are available for revealing globular domains in sequences, there has hitherto been no comprehensive collection of small functional sites/motifs comparable to the globular domain resources, yet these are as important for the function of multidomain proteins. Short linear peptide motifs are used for cell compartment targeting, protein-protein interaction, regulation by phosphorylation, acetylation, glycosylation and a host of other post-translational modifications. ELM, the Eukaryotic Linear Motif server at http://elm.eu.org/, is a new bioinformatics resource for investigating candidate short non-globular functional motifs in eukaryotic proteins, aiming to fill the void in bioinformatics tools. Sequence comparisons with short motifs are difficult to evaluate because the usual significance assessments are inappropriate. Therefore the server is implemented with several logical filters to eliminate false positives. Current filters are for cell compartment, globular domain clash and taxonomic range. In favourable cases, the filters can reduce the number of retained matches by an order of magnitude or more.


Subject(s)
Amino Acid Motifs , Eukaryotic Cells/chemistry , Sequence Analysis, Protein/methods , Software , Internet , Protein Structure, Tertiary , Proteins/chemistry , Proteins/physiology , User-Computer Interface
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