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1.
Cell ; 184(11): 3022-3040.e28, 2021 05 27.
Article En | MEDLINE | ID: mdl-33961781

Thousands of interactions assemble proteins into modules that impart spatial and functional organization to the cellular proteome. Through affinity-purification mass spectrometry, we have created two proteome-scale, cell-line-specific interaction networks. The first, BioPlex 3.0, results from affinity purification of 10,128 human proteins-half the proteome-in 293T cells and includes 118,162 interactions among 14,586 proteins. The second results from 5,522 immunoprecipitations in HCT116 cells. These networks model the interactome whose structure encodes protein function, localization, and complex membership. Comparison across cell lines validates thousands of interactions and reveals extensive customization. Whereas shared interactions reside in core complexes and involve essential proteins, cell-specific interactions link these complexes, "rewiring" subnetworks within each cell's interactome. Interactions covary among proteins of shared function as the proteome remodels to produce each cell's phenotype. Viewable interactively online through BioPlexExplorer, these networks define principles of proteome organization and enable unknown protein characterization.


Protein Interaction Mapping/methods , Protein Interaction Maps/genetics , Proteome/genetics , Computational Biology/methods , HCT116 Cells/metabolism , HEK293 Cells/metabolism , Humans , Mass Spectrometry/methods , Protein Interaction Maps/physiology , Proteome/metabolism , Proteomics/methods
2.
Nature ; 545(7655): 505-509, 2017 05 25.
Article En | MEDLINE | ID: mdl-28514442

The physiology of a cell can be viewed as the product of thousands of proteins acting in concert to shape the cellular response. Coordination is achieved in part through networks of protein-protein interactions that assemble functionally related proteins into complexes, organelles, and signal transduction pathways. Understanding the architecture of the human proteome has the potential to inform cellular, structural, and evolutionary mechanisms and is critical to elucidating how genome variation contributes to disease. Here we present BioPlex 2.0 (Biophysical Interactions of ORFeome-derived complexes), which uses robust affinity purification-mass spectrometry methodology to elucidate protein interaction networks and co-complexes nucleated by more than 25% of protein-coding genes from the human genome, and constitutes, to our knowledge, the largest such network so far. With more than 56,000 candidate interactions, BioPlex 2.0 contains more than 29,000 previously unknown co-associations and provides functional insights into hundreds of poorly characterized proteins while enhancing network-based analyses of domain associations, subcellular localization, and co-complex formation. Unsupervised Markov clustering of interacting proteins identified more than 1,300 protein communities representing diverse cellular activities. Genes essential for cell fitness are enriched within 53 communities representing central cellular functions. Moreover, we identified 442 communities associated with more than 2,000 disease annotations, placing numerous candidate disease genes into a cellular framework. BioPlex 2.0 exceeds previous experimentally derived interaction networks in depth and breadth, and will be a valuable resource for exploring the biology of incompletely characterized proteins and for elucidating larger-scale patterns of proteome organization.


Databases, Protein , Disease , Protein Interaction Mapping , Protein Interaction Maps , Proteome/metabolism , Cell Physiological Phenomena/genetics , Genome, Human , Humans , Intracellular Space/metabolism , Markov Chains , Mass Spectrometry , Molecular Sequence Annotation , Open Reading Frames , Proteome/analysis , Proteome/chemistry , Proteome/genetics
3.
Cell ; 165(1): 153-164, 2016 Mar 24.
Article En | MEDLINE | ID: mdl-26972053

Amino acids signal to the mTOR complex I (mTORC1) growth pathway through the Rag GTPases. Multiple distinct complexes regulate the Rags, including GATOR1, a GTPase activating protein (GAP), and GATOR2, a positive regulator of unknown molecular function. Arginine stimulation of cells activates mTORC1, but how it is sensed is not well understood. Recently, SLC38A9 was identified as a putative lysosomal arginine sensor required for arginine to activate mTORC1 but how arginine deprivation represses mTORC1 is unknown. Here, we show that CASTOR1, a previously uncharacterized protein, interacts with GATOR2 and is required for arginine deprivation to inhibit mTORC1. CASTOR1 homodimerizes and can also heterodimerize with the related protein, CASTOR2. Arginine disrupts the CASTOR1-GATOR2 complex by binding to CASTOR1 with a dissociation constant of ~30 µM, and its arginine-binding capacity is required for arginine to activate mTORC1 in cells. Collectively, these results establish CASTOR1 as an arginine sensor for the mTORC1 pathway.


Arginine/metabolism , Carrier Proteins/metabolism , HEK293 Cells , Humans , Intracellular Signaling Peptides and Proteins , Mechanistic Target of Rapamycin Complex 1 , Multiprotein Complexes/metabolism , Protein Multimerization , TOR Serine-Threonine Kinases/metabolism
4.
Cell ; 162(2): 425-440, 2015 Jul 16.
Article En | MEDLINE | ID: mdl-26186194

Protein interactions form a network whose structure drives cellular function and whose organization informs biological inquiry. Using high-throughput affinity-purification mass spectrometry, we identify interacting partners for 2,594 human proteins in HEK293T cells. The resulting network (BioPlex) contains 23,744 interactions among 7,668 proteins with 86% previously undocumented. BioPlex accurately depicts known complexes, attaining 80%-100% coverage for most CORUM complexes. The network readily subdivides into communities that correspond to complexes or clusters of functionally related proteins. More generally, network architecture reflects cellular localization, biological process, and molecular function, enabling functional characterization of thousands of proteins. Network structure also reveals associations among thousands of protein domains, suggesting a basis for examining structurally related proteins. Finally, BioPlex, in combination with other approaches, can be used to reveal interactions of biological or clinical significance. For example, mutations in the membrane protein VAPB implicated in familial amyotrophic lateral sclerosis perturb a defined community of interactors.


Protein Interaction Maps , Proteomics/methods , Amyotrophic Lateral Sclerosis/genetics , Humans , Mass Spectrometry , Protein Interaction Mapping , Proteins/chemistry , Proteins/isolation & purification , Proteins/metabolism
5.
J Biol Chem ; 282(41): 30107-19, 2007 Oct 12.
Article En | MEDLINE | ID: mdl-17711846

The maintenance of homeostasis throughout an organism's life span requires constant adaptation to changes in energy levels. The AMP-activated protein kinase (AMPK) plays a critical role in the cellular responses to low energy levels by switching off energy-consuming pathways and switching on energy-producing pathways. However, the transcriptional mechanisms by which AMPK acts to adjust cellular energy levels are not entirely characterized. Here, we find that AMPK directly regulates mammalian FOXO3, a member of the FOXO family of Forkhead transcription factors known to promote resistance to oxidative stress, tumor suppression, and longevity. We show that AMPK phosphorylates human FOXO3 at six previously unidentified regulatory sites. Phosphorylation by AMPK leads to the activation of FOXO3 transcriptional activity without affecting FOXO3 subcellular localization. Using a genome-wide microarray analysis, we identify a set of target genes that are regulated by FOXO3 when phosphorylated at these six regulatory sites in mammalian cells. The regulation of FOXO3 by AMPK may play a crucial role in fine tuning gene expression programs that control energy balance and stress resistance in cells throughout life.


Forkhead Transcription Factors/metabolism , Multienzyme Complexes/metabolism , Protein Serine-Threonine Kinases/metabolism , AMP-Activated Protein Kinases , Amino Acid Sequence , Animals , Cell Line , Forkhead Box Protein O3 , Gene Expression Regulation , Humans , Luciferases/metabolism , Mass Spectrometry , Mice , Mice, Transgenic , Models, Biological , Molecular Sequence Data , Phosphorylation , Transcription, Genetic
6.
Science ; 317(5834): 130-2, 2007 Jul 06.
Article En | MEDLINE | ID: mdl-17615361

The airway epithelium plays an essential role in innate immunity to lung pathogens. Ribonucleoprotein particles primarily composed of major vault protein (MVP) are highly expressed in cells that encounter xenobiotics. However, a clear biologic function for MVP is not established. We report here that MVP is rapidly recruited to lipid rafts when human lung epithelial cells are infected with Pseudomonas aeruginosa, and maximal recruitment is dependent on bacterial binding to the cystic fibrosis transmembrane conductance regulator. MVP was also essential for optimal epithelial cell internalization and clearance of P. aeruginosa. These results suggest that MVP makes a substantial contribution to epithelial cell-mediated resistance to infection.


Lung Diseases/immunology , Pseudomonas Infections/immunology , Pseudomonas aeruginosa/immunology , Respiratory Mucosa/metabolism , Respiratory Mucosa/microbiology , Vault Ribonucleoprotein Particles/physiology , Animals , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Cystic Fibrosis Transmembrane Conductance Regulator/metabolism , Epithelial Cells/metabolism , Epithelial Cells/microbiology , Humans , Immunity, Innate , Lung/immunology , Lung/microbiology , Lung Diseases/metabolism , Lung Diseases/microbiology , Membrane Microdomains/metabolism , Mice , Pseudomonas Infections/metabolism , Pseudomonas Infections/microbiology , Pseudomonas aeruginosa/metabolism , RNA, Small Interfering/genetics , Respiratory Mucosa/immunology , Signal Transduction
7.
Mol Cell ; 26(6): 867-81, 2007 Jun 22.
Article En | MEDLINE | ID: mdl-17588520

Transcription and splicing are functionally coupled, resulting in highly efficient splicing of RNA polymerase II (RNAP II) transcripts. The mechanism involved in this coupling is not known. To identify potential coupling factors, we carried out a comprehensive proteomic analysis of immunopurified human RNAP II, identifying >100 specifically associated proteins. Among these are the SR protein family of splicing factors and all of the components of U1 snRNP, but no other snRNPs or splicing factors. We show that SR proteins function in coupling transcription to splicing and provide evidence that the mechanism involves cotranscriptional recruitment of SR proteins to RNAP II transcripts. We propose that the exclusive association of U1 snRNP/SR proteins with RNAP II positions these splicing factors, which are known to function early in spliceosome assembly, close to the nascent pre-mRNA. Thus, these factors readily out-compete inhibitory hnRNP proteins, resulting in efficient spliceosome assembly on nascent RNAP II transcripts.


RNA Polymerase II/metabolism , RNA Precursors/metabolism , RNA Splicing/physiology , RNA-Binding Proteins/metabolism , Ribonucleoprotein, U1 Small Nuclear/metabolism , Transcription, Genetic/physiology , Animals , Cattle , Cell Line , Cell-Free System , Humans , Models, Biological , Proteomics , RNA Polymerase II/chemistry , RNA Precursors/chemistry , RNA-Binding Proteins/chemistry , Ribonucleoprotein, U1 Small Nuclear/chemistry , Spliceosomes/chemistry , Spliceosomes/metabolism
8.
Nucleic Acids Res ; 30(13): 2790-9, 2002 Jul 01.
Article En | MEDLINE | ID: mdl-12087162

In this paper, we demonstrate the use of synthetic polyamide probes to fluorescently label heterochromatic regions on human chromosomes for discrimination in cytogenetic preparations and by flow cytometry. Polyamides bind to the minor groove of DNA in a sequence-specific manner. Unlike conventional sequence-specific DNA or RNA probes, polyamides can recognize their target sequence without the need to subject chromosomes to harsh denaturing conditions. For this study, we designed and synthesized a polyamide to target the TTCCA-motif repeated in the heterochromatic regions of chromosome 9, Y and 1. We demonstrate that the fluorescently labeled polyamide binds to its target sequence in both conventional cytogenetic preparations of metaphase chromosomes and suspended chromosomes without denaturation. Chromosomes 9 and Y can be discriminated and purified by flow sorting on the basis of polyamide binding and Hoechst 33258 staining. We generate chromosome 9- and Y-specific 'paints' from the sorted fractions. We demonstrate the utility of this technology by characterizing the sequence of an olfactory receptor gene that is duplicated on multiple chromosomes. By separating chromosome 9 from chromosomes 10-12 on the basis of polyamide fluorescence, we determine and differentiate the haplotypes of the highly similar copies of this gene on chromosomes 9 and 11.


Chromosomes, Human/genetics , Nylons/chemistry , Base Sequence , Bisbenzimidazole/chemistry , Chromosome Painting , Flow Cytometry/methods , Fluorescence , Heterochromatin/genetics , Humans , In Situ Hybridization, Fluorescence/methods , Microscopy/methods , Oligonucleotides/genetics
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