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1.
Nat Biotechnol ; 25(3): 309-16, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17344885

ABSTRACT

We performed a systematic, large-scale analysis of human protein complexes comprising gene products implicated in many different categories of human disease to create a phenome-interactome network. This was done by integrating quality-controlled interactions of human proteins with a validated, computationally derived phenotype similarity score, permitting identification of previously unknown complexes likely to be associated with disease. Using a phenomic ranking of protein complexes linked to human disease, we developed a Bayesian predictor that in 298 of 669 linkage intervals correctly ranks the known disease-causing protein as the top candidate, and in 870 intervals with no identified disease-causing gene, provides novel candidates implicated in disorders such as retinitis pigmentosa, epithelial ovarian cancer, inflammatory bowel disease, amyotrophic lateral sclerosis, Alzheimer disease, type 2 diabetes and coronary heart disease. Our publicly available draft of protein complexes associated with pathology comprises 506 complexes, which reveal functional relationships between disease-promoting genes that will inform future experimentation.


Subject(s)
Genetic Predisposition to Disease/genetics , Protein Conformation , Protein Interaction Mapping , Proteins/adverse effects , Proteome/genetics , Proteomics , Bayes Theorem , Databases, Genetic , Databases, Protein , Genetic Diseases, Inborn , Humans , Mutation , Phenotype , Proteins/genetics
2.
Mol Cell ; 22(2): 285-95, 2006 Apr 21.
Article in English | MEDLINE | ID: mdl-16630896

ABSTRACT

Recent proteomic efforts have created an extensive inventory of the human nucleolar proteome. However, approximately 30% of the identified proteins lack functional annotation. We present an approach of assigning function to uncharacterized nucleolar proteins by data integration coupled to a machine-learning method. By assembling protein complexes, we present a first draft of the human ribosome biogenesis pathway encompassing 74 proteins and hereby assign function to 49 previously uncharacterized proteins. Moreover, the functional diversity of the nucleolus is underlined by the identification of a number of protein complexes with functions beyond ribosome biogenesis. Finally, we were able to obtain experimental evidence of nucleolar localization of 11 proteins, which were predicted by our platform to be associates of nucleolar complexes. We believe other biological organelles or systems could be "wired" in a similar fashion, integrating different types of data with high-throughput proteomics, followed by a detailed biological analysis and experimental validation.


Subject(s)
Cell Nucleolus/chemistry , Cell Nucleolus/metabolism , Proteome/analysis , Proteomics/methods , Ribosomes/metabolism , Artificial Intelligence , Databases, Factual , Genetic Variation , Humans , Models, Biological , Reproducibility of Results , Software Design
3.
J Neurochem ; 91(3): 694-703, 2004 Nov.
Article in English | MEDLINE | ID: mdl-15485499

ABSTRACT

Homophilic binding in trans of the neural cell adhesion molecule (NCAM) mediates adhesion between cells and leads, via activation of intracellular signaling cascades, to neurite outgrowth in primary neurons as well as in the neuronal cell line PC12. NCAM mediates neurite extension in PC12 cells by two principal routes of signaling: NCAM/Fyn and NCAM/fibroblast growth factor receptor (FGFR), respectively. Previous studies have shown that activation of mitogen-activated protein kinases is a pivotal point of convergence in NCAM signaling, but the mechanisms behind this activation are not clear. Here, we investigated the involvement of adaptor proteins in NCAM and fibroblast growth factor 2 (FGF2)-mediated neurite outgrowth in the PC12-E2 cell line. We found that both FGFR substrate-2 and Grb2 play important roles in NCAM as well as in FGF2-stimulated events. In contrast, the docking protein ShcA was pivotal to neurite outgrowth induced by NCAM, but not by FGF2, in PC12 cells. Moreover, in rat cerebellar granule neurons, phosphorylation of ShcA was stimulated by an NCAM mimicking peptide, but not by FGF2. This activation was blocked by inhibitors of both FGFR and Fyn, indicating that NCAM activates FGFR signaling in a manner distinct from FGF2 stimulation, and regulates ShcA phosphorylation by the concerted efforts of the NCAM/FGFR as well as the NCAM/Fyn signaling pathway.


Subject(s)
Adaptor Proteins, Signal Transducing/physiology , Fibroblast Growth Factor 2/pharmacology , Neural Cell Adhesion Molecules/pharmacology , Neurites/physiology , Neurons/metabolism , Receptors, Fibroblast Growth Factor/metabolism , Adaptor Proteins, Signal Transducing/drug effects , Adaptor Proteins, Signal Transducing/metabolism , Animals , Cell Line , Cells, Cultured , Coculture Techniques , GRB2 Adaptor Protein , Humans , Membrane Proteins/physiology , Mice , Neurites/drug effects , Neurons/drug effects , Neurons/ultrastructure , PC12 Cells , Phosphoproteins/physiology , Phosphorylation/drug effects , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins c-fyn , Rats , Shc Signaling Adaptor Proteins , Src Homology 2 Domain-Containing, Transforming Protein 1 , src-Family Kinases/metabolism
4.
Front Biosci ; 9: 2227-44, 2004 Sep 01.
Article in English | MEDLINE | ID: mdl-15353284

ABSTRACT

Neural cell adhesion molecule (NCAM) was originally characterised as a homophilic cell adhesion molecule (CAM) abundantly expressed in the nervous system. However, the last decade of research has challenged the traditional view and defined novel roles for NCAM. NCAM is now considered a signaling receptor that responds to both homophilic and heterophilic cues, as well as a mediator of cell-cell adhesion. This review describes NCAM function at the molecular level. We discuss recent models for extracellular ligand-interactions of NCAM, and the intracellular signaling cascade that follows to define cellular outcomes such as neurite outgrowth.


Subject(s)
Gene Expression Regulation , Neural Cell Adhesion Molecules/physiology , Adenosine Triphosphate/metabolism , Animals , Cell Adhesion , Cytoskeleton/metabolism , Glial Cell Line-Derived Neurotrophic Factor/metabolism , Humans , Ligands , Membrane Microdomains/metabolism , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/metabolism , Nervous System/metabolism , Neural Cell Adhesion Molecules/metabolism , Neuroglia/metabolism , Neurons/metabolism , Proto-Oncogene Proteins c-fyn/metabolism , Receptor, Fibroblast Growth Factor, Type 1/metabolism , Sialic Acids/metabolism , Signal Transduction , Transcriptional Activation
5.
J Biol Chem ; 279(45): 46438-47, 2004 Nov 05.
Article in English | MEDLINE | ID: mdl-15316024

ABSTRACT

Signal transduction by receptor tyrosine kinases is initiated by recruitment of a variety of signaling proteins to tyrosine-phosphorylated motifs in the activated receptors. Several signaling pathways are thus activated in parallel, the combination of which decides the cellular response. Here, we present a dual strategy for extensive mapping of tyrosine-phosphorylated proteins and probing of signal-dependent protein interactions of a signaling cascade. The approach relies on labeling of cells with "heavy" and "light" isotopic forms of Arg to distinguish two cell populations. First, tyrosine-phosphorylated proteins from stimulated ("heavy"-labeled) and control samples ("normal"-labeled) are isolated and subjected to high sensitivity Fourier transform ion cyclotron resonance mass spectrometry analysis. Next, phosphopeptides corresponding to tyrosine phosphorylation sites identified during the tyrosine phosphoproteomic analysis are used as baits to isolate phosphospecific protein binding partners, which are subsequently identified by mass spectrometry. We used this approach to identify 28 components of the signaling cascade induced by stimulation with the basic fibroblast growth factor. Insulin receptor substrate-4 was identified as a novel candidate in fibroblast growth factor receptor signaling, and we defined phosphorylation-dependent interactions with other components, such as adaptor protein Grb2, of the signaling cascade. Finally, we present evidence for a complex containing insulin receptor substrate-4 and ShcA in signaling by the fibroblast growth factor receptor.


Subject(s)
Fibroblast Growth Factor 2/metabolism , Phosphoproteins/physiology , Signal Transduction , Tyrosine/chemistry , Adaptor Proteins, Signal Transducing/physiology , Amino Acid Motifs , Arginine/chemistry , Cell Line , Databases as Topic , GRB2 Adaptor Protein , Humans , Immunoprecipitation , Insulin Receptor Substrate Proteins , Mass Spectrometry , Peptides/chemistry , Phosphatidylinositol 3-Kinases/chemistry , Phosphoproteins/metabolism , Phosphorylation , Protein Isoforms , Proteome , Receptors, Fibroblast Growth Factor/metabolism , Shc Signaling Adaptor Proteins , Spectroscopy, Fourier Transform Infrared , Src Homology 2 Domain-Containing, Transforming Protein 1 , Transfection
6.
Structure ; 11(6): 691-701, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12791257

ABSTRACT

The neural cell adhesion molecule (NCAM) promotes axonal outgrowth, presumably through an interaction with the fibroblast growth factor receptor (FGFR). NCAM also has a little-understood ATPase activity. We here demonstrate for the first time a direct interaction between NCAM (fibronectin type III [F3] modules 1 and 2) and FGFR1 (Ig modules 2 and 3) by surface plasmon resonance (SPR) analysis. The structure of the NCAM F3 module 2 was determined by NMR and the module was shown by NMR to interact with the FGFR1 Ig module 3 and ATP. The NCAM sites binding to FGFR and ATP were found to overlap and ATP was shown by SPR to inhibit the NCAM-FGFR binding, indicating that ATP probably regulates the NCAM-FGFR interaction. Furthermore, we demonstrate that the NCAM module was able to induce activation (phosphorylation) of FGFR and to stimulate neurite outgrowth. In contrast, ATP inhibited neurite outgrowth induced by the module.


Subject(s)
Adenosine Triphosphate/metabolism , Neural Cell Adhesion Molecules/chemistry , Neural Cell Adhesion Molecules/metabolism , Protein Structure, Secondary , Receptor Protein-Tyrosine Kinases/chemistry , Receptor Protein-Tyrosine Kinases/metabolism , Receptors, Fibroblast Growth Factor/chemistry , Receptors, Fibroblast Growth Factor/metabolism , Amino Acid Sequence , Animals , Cells, Cultured , Humans , Mice , Models, Molecular , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Peptides/chemistry , Peptides/metabolism , Protein Binding , Protein Structure, Tertiary , Rats , Receptor, Fibroblast Growth Factor, Type 1
7.
Mol Cell Proteomics ; 2(1): 29-36, 2003 Jan.
Article in English | MEDLINE | ID: mdl-12601080

ABSTRACT

Overexpression of the fibroblast growth factor receptor-1 (FGFR-1), a prototypic receptor tyrosine kinase, is a feature of several human tumors. In human 293 cells overexpression of the FGFR-1 leads to constitutive activation of the receptor with concomitant sustained high increase in the cellular level of phosphotyrosine-containing proteins. Here we use mass spectrometry to study the tyrosine-phosphorylated proteins induced by overexpression of the FGFR-1. Several well known components of FGFR-1 signaling were identified along with two novel candidates: NS-1-associated protein-1 and target of Myb 1-like protein. We subsequently applied mass spectrometry precursor ion scanning to identify 22 tyrosine phosphorylation sites distributed on six substrate proteins of the FGFR-1 or downstream tyrosine kinases. Novel in vivo tyrosine phosphorylation sites were found in the FGFR-1, phospholipase Cgamma, p90 ribosomal S6 kinase, cortactin, and NS-1-associated protein-1 as a result of sustained FGFR-1 signaling, and we propose these as functional links to downstream molecular and cellular processes.


Subject(s)
Heterogeneous-Nuclear Ribonucleoproteins , Mass Spectrometry/methods , Receptor Protein-Tyrosine Kinases/chemistry , Receptors, Fibroblast Growth Factor/chemistry , Blotting, Western , Cell Line , Cortactin , Electrophoresis, Polyacrylamide Gel , Enzyme Activation , Humans , Intracellular Signaling Peptides and Proteins , Microfilament Proteins/metabolism , Phosphorylation , Precipitin Tests , Protein Binding , Proteins/chemistry , RNA-Binding Proteins/chemistry , Receptor Protein-Tyrosine Kinases/metabolism , Receptor, Fibroblast Growth Factor, Type 1 , Receptors, Fibroblast Growth Factor/metabolism , Ribosomal Protein S6 Kinases, 90-kDa/metabolism , Signal Transduction , Transfection , Tyrosine/metabolism
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