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1.
J Am Soc Mass Spectrom ; 27(2): 233-43, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26530046

ABSTRACT

The stability of proteins from rates of oxidation (SPROX) technique was used in combination with an isobaric mass tagging strategy to identify adenosine triphosphate (ATP) interacting proteins in the Saccharomyces cerevisiae proteome. The SPROX methodology utilized in this work enabled 373 proteins in a yeast cell lysate to be assayed for ATP interactions (both direct and indirect) using the non-hydrolyzable ATP analog, adenylyl imidodiphosphate (AMP-PNP). A total of 28 proteins were identified with AMP-PNP-induced thermodynamic stability changes. These protein hits included 14 proteins that were previously annotated as ATP-binding proteins in the Saccharomyces Genome Database (SGD). The 14 non-annotated ATP-binding proteins included nine proteins that were previously found to be ATP-sensitive in an earlier SPROX study using a stable isotope labeling with amino acids in cell culture (SILAC)-based approach. A bioinformatics analysis of the protein hits identified here and in the earlier SILAC-SPROX experiments revealed that many of the previously annotated ATP-binding protein hits were kinases, ligases, and chaperones. In contrast, many of the newly discovered ATP-sensitive proteins were not from these protein classes, but rather were hydrolases, oxidoreductases, and nucleic acid-binding proteins. Graphical Abstract ᅟ.


Subject(s)
Adenosine Triphosphate/metabolism , Isotope Labeling/methods , Proteomics/methods , Saccharomyces cerevisiae Proteins/metabolism , Chromatography, Liquid/methods , Computational Biology/methods , Oxidation-Reduction , Protein Binding , Protein Stability , Saccharomyces cerevisiae/metabolism , Tandem Mass Spectrometry/methods , Thermodynamics
2.
PLoS One ; 9(7): e103517, 2014.
Article in English | MEDLINE | ID: mdl-25072887

ABSTRACT

Regulated proteolysis mediated by the ubiquitin proteasome system is a fundamental and essential feature of the eukaryotic cell division cycle. Most proteins with cell cycle-regulated stability are targeted for degradation by one of two related ubiquitin ligases, the Skp1-cullin-F box protein (SCF) complex or the anaphase-promoting complex (APC). Here we describe an unconventional cell cycle-regulated proteolytic mechanism that acts on the Acm1 protein, an inhibitor of the APC activator Cdh1 in budding yeast. Although Acm1 can be recognized as a substrate by the Cdc20-activated APC (APCCdc20) in anaphase, APCCdc20 is neither necessary nor sufficient for complete Acm1 degradation at the end of mitosis. An APC-independent, but 26S proteasome-dependent, mechanism is sufficient for complete Acm1 clearance from late mitotic and G1 cells. Surprisingly, this mechanism appears distinct from the canonical ubiquitin targeting pathway, exhibiting several features of ubiquitin-independent proteasomal degradation. For example, Acm1 degradation in G1 requires neither lysine residues in Acm1 nor assembly of polyubiquitin chains. Acm1 was stabilized though by conditional inactivation of the ubiquitin activating enzyme Uba1, implying some requirement for the ubiquitin pathway, either direct or indirect. We identified an amino terminal predicted disordered region in Acm1 that contributes to its proteolysis in G1. Although ubiquitin-independent proteasome substrates have been described, Acm1 appears unique in that its sensitivity to this mechanism is strictly cell cycle-regulated via cyclin-dependent kinase (Cdk) phosphorylation. As a result, Acm1 expression is limited to the cell cycle window in which Cdk is active. We provide evidence that failure to eliminate Acm1 impairs activation of APCCdh1 at mitotic exit, justifying its strict regulation by cell cycle-dependent transcription and proteolytic mechanisms. Importantly, our results reveal that strict cell-cycle expression profiles can be established independent of proteolysis mediated by the APC and SCF enzymes.


Subject(s)
Anaphase-Promoting Complex-Cyclosome/metabolism , Cdh1 Proteins/metabolism , Cell Cycle Proteins/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomycetales/metabolism , Anaphase , Cell Cycle Proteins/chemistry , Cyclin-Dependent Kinases/metabolism , Leupeptins/pharmacology , Mitosis , Phosphorylation , Proteasome Endopeptidase Complex/metabolism , Proteolysis/drug effects , SKP Cullin F-Box Protein Ligases/metabolism , Saccharomyces cerevisiae Proteins/chemistry , Ubiquitin-Protein Ligases/metabolism
3.
Article in English | MEDLINE | ID: mdl-24896313

ABSTRACT

Over the past 15 years, a series of energetics-based techniques have been developed for the thermodynamic analysis of protein folding and stability. These techniques include Stability of Unpurified Proteins from Rates of amide H/D Exchange (SUPREX), pulse proteolysis, Stability of Proteins from Rates of Oxidation (SPROX), slow histidine H/D exchange, lysine amidination, and quantitative cysteine reactivity (QCR). The above techniques, which are the subject of this review, all utilize chemical or enzymatic modification reactions to probe the chemical denaturant- or temperature-induced equilibrium unfolding properties of proteins and protein-ligand complexes. They employ various mass spectrometry-, sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE)-, and optical spectroscopy-based readouts that are particularly advantageous for high-throughput and in some cases multiplexed analyses. This has created the opportunity to use protein folding and stability measurements in new applications such as in high-throughput screening projects to identify novel protein ligands and in mode-of-action studies to identify protein targets of a particular ligand.


Subject(s)
Protein Folding , Protein Stability , Proteins/chemistry , Animals , Humans , Oxidation-Reduction , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Thermodynamics
4.
J Am Soc Mass Spectrom ; 25(1): 132-40, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24114261

ABSTRACT

Detection and quantitation of protein-ligand binding interactions is important in many areas of biological research. Stability of proteins from rates of oxidation (SPROX) is an energetics-based technique for identifying the proteins targets of ligands in complex biological mixtures. Knowing the false-positive rate of protein target discovery in proteome-wide SPROX experiments is important for the correct interpretation of results. Reported here are the results of a control SPROX experiment in which chemical denaturation data is obtained on the proteins in two samples that originated from the same yeast lysate, as would be done in a typical SPROX experiment except that one sample would be spiked with the test ligand. False-positive rates of 1.2-2.2% and <0.8% are calculated for SPROX experiments using Q-TOF and Orbitrap mass spectrometer systems, respectively. Our results indicate that the false-positive rate is largely determined by random errors associated with the mass spectral analysis of the isobaric mass tag (e.g., iTRAQ®) reporter ions used for peptide quantitation. Our results also suggest that technical replicates can be used to effectively eliminate such false positives that result from this random error, as is demonstrated in a SPROX experiment to identify yeast protein targets of the drug, manassantin A. The impact of ion purity in the tandem mass spectral analyses and of background oxidation on the false-positive rate of protein target discovery using SPROX is also discussed.


Subject(s)
Drug Discovery/methods , Mass Spectrometry/methods , Proteins/analysis , Proteins/metabolism , Proteomics , Ligands , Lignans/chemistry , Lignans/metabolism , Models, Chemical , Protein Binding , Proteins/chemistry , Proteomics/methods , Proteomics/standards , Reproducibility of Results , Saccharomyces cerevisiae/chemistry , Saccharomyces cerevisiae/metabolism , Thermodynamics
5.
Nat Protoc ; 8(1): 148-61, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23257983

ABSTRACT

The detection and quantification of protein-ligand binding interactions is crucial in a number of different areas of biochemical research from fundamental studies of biological processes to drug discovery efforts. Described here is a protocol that can be used to identify the protein targets of biologically relevant ligands (e.g., drugs such as tamoxifen or cyclosporin A) in complex protein mixtures such as cell lysates. The protocol utilizes quantitative, bottom-up, shotgun proteomics technologies (isobaric mass tags for relative and absolute quantification, or iTRAQ) with a covalent labeling technique, termed stability of proteins from rates of oxidation (SPROX). In SPROX, the thermodynamic properties of proteins and protein-ligand complexes are assessed using the hydrogen peroxide-mediated oxidation of methionine residues as a function of the chemical denaturant (e.g., guanidine hydrochloride or urea) concentration. The proteome-wide SPROX experiments described here enable the ligand-binding properties of hundreds of proteins to be simultaneously assayed in the context of complex biological samples. The proteomic capabilities of the protocol render it amenable to the detection of both the on- and off-target effects of ligand binding. The protocol can be completed in 5 d.


Subject(s)
Drug Discovery/methods , Proteins/chemistry , Proteomics/methods , Ligands , Oxidation-Reduction , Protein Stability , Thermodynamics
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