ABSTRACT
Cell-free extracts derived from Xenopus eggs have been widely used to decipher molecular pathways involved in several cellular processes including DNA synthesis, the DNA damage response, and genome integrity maintenance. We set out assays using Xenopus cell-free extracts to study translesion DNA synthesis (TLS), a branch of the DNA damage tolerance pathway that allows replication of damaged DNA. Using this system, we were able to recapitulate TLS activities that occur naturally in vivo during early embryogenesis. This chapter describes protocols to detect chromatin-bound TLS factors by western blotting and immunofluorescence microscopy upon induction of DNA damage by UV irradiation, monitor TLS-dependent mutagenesis, and perform proteomic screening.
Subject(s)
Proteomics , Translesion DNA Synthesis , Animals , Xenopus laevis/genetics , DNA Replication , DNA Damage , DNA/genetics , DNA/radiation effects , DNA RepairABSTRACT
The availability of reference genome sequences for virtually all species under active research has revolutionized biology. Analyses of genomic variations in many organisms have provided insights into phenotypic traits, evolution and disease, and are transforming medicine. All genomic data from publicly funded projects are freely available in Internet-based databases, for download or searching via genome browsers such as Ensembl, Vega, NCBI's Map Viewer, and the UCSC Genome Browser. These online tools generate interactive graphical outputs of relevant chromosomal regions, showing genes, transcripts, and other genomic landmarks, and epigenetic features mapped by projects such as ENCODE.This chapter provides a broad overview of the major genomic databases and browsers, and describes various approaches and the latest resources for searching them. Methods are provided for identifying genomic locus and sequence information using gene names or codes, identifiers for DNA and RNA molecules and proteins; also from karyotype bands, chromosomal coordinates, sequences, motifs, and matrix-based patterns. Approaches are also described for batch retrieval of genomic information, performing more complex queries, and analyzing larger sets of experimental data, for example from next-generation sequencing projects.
Subject(s)
Databases, Genetic , High-Throughput Nucleotide Sequencing/methods , Computational Biology/methods , Epigenomics/methods , Genomics/methods , SoftwareABSTRACT
We present data relating to the interactome of MCM9 from the nuclei of human cells. MCM9 belongs to the AAA+ superfamily, and contains an MCM domain and motifs that may confer DNA helicase activity. MCM9 has been shown to bind MCM8, and has been implicated in DNA replication and homologous recombination. However, the mechanistic basis of MCM9's role in DNA repair is poorly understood, and proteins with which it interacts were hitherto unknown. We performed tandem affinity purification of MCM9 and its interacting proteins from nuclear extracts of human cells, followed by proteomic analysis, thereby generating a set of mass spectrometry data corresponding to the MCM9 interactome [1]. The proteomic data set comprises 29 mass spectrometry RAW files, deposited to the ProteomeXchange Consortium, and freely available from the PRIDE partner repository with the data set identifier PXD000212. A set of 22 interacting proteins identified from the proteomic data was used to create an MCM9-centered interactive network diagram, using the Cytoscape program. These data allow the scientific community to access, mine and explore the human nuclear MCM9 interactome.
ABSTRACT
Understanding epigenetic modifications to chromatin that regulate gene expression and cell-fate decisions is now possible in single cells thanks to recent technological advances. As interdisciplinary approaches are required to derive biological principles, this workshop brought together some of Europe's leading researchers in single-cell epigenetics to share technologies and biological insights.
Subject(s)
Chromatin/genetics , DNA Methylation/genetics , Epigenesis, Genetic , Single-Cell Analysis , Cell Differentiation/genetics , Gene Expression , Histones/geneticsABSTRACT
DNA mismatch repair (MMR) is an evolutionarily conserved process that corrects DNA polymerase errors during replication to maintain genomic integrity. In E. coli, the DNA helicase UvrD is implicated in MMR, yet an analogous helicase activity has not been identified in eukaryotes. Here, we show that mammalian MCM9, a protein involved in replication and homologous recombination, forms a complex with MMR initiation proteins (MSH2, MSH3, MLH1, PMS1, and the clamp loader RFC) and is essential for MMR. Mcm9-/- cells display microsatellite instability and MMR deficiency. The MCM9 complex has a helicase activity that is required for efficient MMR since wild-type but not helicase-dead MCM9 restores MMR activity in Mcm9-/- cells. Moreover, MCM9 loading onto chromatin is MSH2-dependent, and in turn MCM9 stimulates the recruitment of MLH1 to chromatin. Our results reveal a role for MCM9 and its helicase activity in mammalian MMR.
Subject(s)
DNA Mismatch Repair/physiology , Minichromosome Maintenance Proteins/metabolism , Adaptor Proteins, Signal Transducing/chemistry , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/metabolism , Base Sequence , Chromatin/genetics , Chromatin/metabolism , DNA/genetics , DNA/metabolism , DNA Helicases/chemistry , DNA Helicases/genetics , DNA Helicases/metabolism , DNA Mismatch Repair/genetics , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Gene Knockout Techniques , HeLa Cells , Humans , Microsatellite Instability , Minichromosome Maintenance Proteins/deficiency , Minichromosome Maintenance Proteins/genetics , MutL Protein Homolog 1 , MutS Homolog 2 Protein/chemistry , MutS Homolog 2 Protein/genetics , MutS Homolog 2 Protein/metabolism , MutS Homolog 3 Protein , Nuclear Proteins/chemistry , Nuclear Proteins/genetics , Nuclear Proteins/metabolismABSTRACT
The genomic era has enabled research projects that use approaches including genome-scale screens, microarray analysis, next-generation sequencing, and mass spectrometry-based proteomics to discover genes and proteins involved in biological processes. Such methods generate data sets of gene, transcript, or protein hits that researchers wish to explore to understand their properties and functions and thus their possible roles in biological systems of interest. Recent years have seen a profusion of Internet-based resources to aid this process. This review takes the viewpoint of the curious biologist wishing to explore the properties of protein-coding genes and their products, identified using genome-based technologies. Ten key questions are asked about each hit, addressing functions, phenotypes, expression, evolutionary conservation, disease association, protein structure, interactors, posttranslational modifications, and inhibitors. Answers are provided by presenting the latest publicly available resources, together with methods for hit-specific and data set-wide information retrieval, suited to any genome-based analytical technique and experimental species. The utility of these resources is demonstrated for 20 factors regulating cell proliferation. Results obtained using some of these are discussed in more depth using the p53 tumor suppressor as an example. This flexible and universally applicable approach for characterizing experimental hits helps researchers to maximize the potential of their projects for biological discovery.
Subject(s)
Computational Biology/methods , Databases, Nucleic Acid , Databases, Protein , Internet , Tumor Suppressor Protein p53/genetics , Base Sequence , Genetic Predisposition to Disease , Genetic Variation , High-Throughput Nucleotide Sequencing/methods , Sequence Analysis, DNA/methodsABSTRACT
The 49-member human ATP binding cassette (ABC) gene family encodes 44 membrane transporters for lipids, ions, peptides or xenobiotics, four translation factors without transport activity, as they lack transmembrane domains, and one pseudogene. To understand the roles of ABC genes in pluripotency and multipotency, we performed a sensitive qRT-PCR analysis of their expression in embryonic stem cells (hESCs), bone marrow-derived mesenchymal stem cells (hMSCs) and hESC-derived hMSCs (hES-MSCs). We confirm that hES-MSCs represent an intermediate developmental stage between hESCs and hMSCs. We observed that 44 ABCs were significantly expressed in hESCs, 37 in hES-MSCs and 35 in hMSCs. These variations are mainly due to plasma membrane transporters with low but significant gene expression: 18 are expressed in hESCs compared with 16 in hES-MSCs and 8 in hMSCs, suggesting important roles in pluripotency. Several of these ABCs shared similar substrates but differ regarding gene regulation. ABCA13 and ABCB4, similarly to ABCB1, could be new markers to select primitive hMSCs with specific plasma membrane transporter (low) phenotypes. ABC proteins performing basal intracellular functions, including translation factors and mitochondrial heme transporters, showed the highest constant gene expression among the three populations. Peptide transporters in the endoplasmic reticulum, Golgi and lysosome were well expressed in hESCs and slightly upregulated in hMSCs, which play important roles during the development of stem cell niches in bone marrow or meningeal tissue. These results will be useful to study specific cell cycle regulation of pluripotent stem cells or ABC dysregulation in complex pathologies, such as cancers or neurological disorders.
Subject(s)
ATP-Binding Cassette Transporters/metabolism , Embryonic Stem Cells/metabolism , Gene Expression Regulation , Mesenchymal Stem Cells/metabolism , ATP-Binding Cassette Transporters/genetics , Cell Membrane/metabolism , Embryonic Stem Cells/cytology , Humans , Mesenchymal Stem Cells/cytologyABSTRACT
Progression through mitosis depends on a large number of protein complexes that regulate the major structural and physiological changes necessary for faithful chromosome segregation. Most, if not all, of the mitotic processes are regulated by a set of mitotic protein kinases that control protein activity by phosphorylation. Although many mitotic phosphorylation events have been identified in proteome-scale mass spectrometry studies, information on how these phosphorylation sites are distributed within mitotic protein complexes and which kinases generate these phosphorylation sites is largely lacking. We used systematic protein-affinity purification combined with mass spectrometry to identify 1818 phosphorylation sites in more than 100 mitotic protein complexes. In many complexes, the phosphorylation sites were concentrated on a few subunits, suggesting that these subunits serve as "switchboards" to relay the kinase-regulatory signals within the complexes. Consequent bioinformatic analyses identified potential kinase-substrate relationships for most of these sites. In a subsequent in-depth analysis of key mitotic regulatory complexes with the Aurora kinase B (AURKB) inhibitor Hesperadin and a new Polo-like kinase (PLK1) inhibitor, BI 4834, we determined the kinase dependency for 172 phosphorylation sites on 41 proteins. Combination of the results of the cellular studies with Scansite motif prediction enabled us to identify 14 sites on six proteins as direct candidate substrates of AURKB or PLK1.
Subject(s)
Cell Cycle Proteins/metabolism , Mitosis/physiology , Protein Kinases/metabolism , HeLa Cells , Humans , Phosphorylation/physiologyABSTRACT
The timing and localization of events during mitosis are controlled by the regulated phosphorylation of proteins by the mitotic kinases, which include Aurora A, Aurora B, Nek2 (never in mitosis kinase 2), Plk1 (Polo-like kinase 1), and the cyclin-dependent kinase complex Cdk1/cyclin B. Although mitotic kinases can have overlapping subcellular localizations, each kinase appears to phosphorylate its substrates on distinct sites. To gain insight into the relative importance of local sequence context in kinase selectivity, identify previously unknown substrates of these five mitotic kinases, and explore potential mechanisms for substrate discrimination, we determined the optimal substrate motifs of these major mitotic kinases by positional scanning oriented peptide library screening (PS-OPLS). We verified individual motifs with in vitro peptide kinetic studies and used structural modeling to rationalize the kinase-specific selection of key motif-determining residues at the molecular level. Cross comparisons among the phosphorylation site selectivity motifs of these kinases revealed an evolutionarily conserved mutual exclusion mechanism in which the positively and negatively selected portions of the phosphorylation motifs of mitotic kinases, together with their subcellular localizations, result in proper substrate targeting in a coordinated manner during mitosis.
Subject(s)
Evolution, Molecular , Mitosis/physiology , Protein Serine-Threonine Kinases/metabolism , Signal Transduction/physiology , Xenopus Proteins/metabolism , Amino Acid Motifs , Animals , Humans , Peptide Library , Phosphorylation/physiology , Xenopus laevisABSTRACT
When vertebrate cells exit mitosis various cellular structures are re-organized to build functional interphase cells. This depends on Cdk1 (cyclin dependent kinase 1) inactivation and subsequent dephosphorylation of its substrates. Members of the protein phosphatase 1 and 2A (PP1 and PP2A) families can dephosphorylate Cdk1 substrates in biochemical extracts during mitotic exit, but how this relates to postmitotic reassembly of interphase structures in intact cells is not known. Here, we use a live-cell imaging assay and RNAi knockdown to screen a genome-wide library of protein phosphatases for mitotic exit functions in human cells. We identify a trimeric PP2A-B55alpha complex as a key factor in mitotic spindle breakdown and postmitotic reassembly of the nuclear envelope, Golgi apparatus and decondensed chromatin. Using a chemically induced mitotic exit assay, we find that PP2A-B55alpha functions downstream of Cdk1 inactivation. PP2A-B55alpha isolated from mitotic cells had reduced phosphatase activity towards the Cdk1 substrate, histone H1, and was hyper-phosphorylated on all subunits. Mitotic PP2A complexes co-purified with the nuclear transport factor importin-beta1, and RNAi depletion of importin-beta1 delayed mitotic exit synergistically with PP2A-B55alpha. This demonstrates that PP2A-B55alpha and importin-beta1 cooperate in the regulation of postmitotic assembly mechanisms in human cells.
Subject(s)
Mitosis/physiology , Protein Phosphatase 2/metabolism , RNA Interference , beta Karyopherins/metabolism , Cell Nucleus Division/drug effects , Cell Nucleus Division/physiology , Chromosomes/metabolism , Cyclin-Dependent Kinases/antagonists & inhibitors , Cyclin-Dependent Kinases/metabolism , Flavonoids/pharmacology , Golgi Apparatus/metabolism , HeLa Cells , Histones/metabolism , Humans , Image Processing, Computer-Assisted/methods , Interphase/physiology , Leupeptins/pharmacology , Microscopy, Confocal/methods , Microscopy, Fluorescence/methods , Mitosis/drug effects , Models, Biological , Phosphorylation/physiology , Piperidines/pharmacology , Protein Binding/physiology , Protein Phosphatase 2/genetics , RNA, Small Interfering/genetics , Spindle Apparatus/metabolism , Transfection , beta Karyopherins/geneticsABSTRACT
Chromosome segregation and cell division are essential, highly ordered processes that depend on numerous protein complexes. Results from recent RNA interference screens indicate that the identity and composition of these protein complexes is incompletely understood. Using gene tagging on bacterial artificial chromosomes, protein localization, and tandem-affinity purification-mass spectrometry, the MitoCheck consortium has analyzed about 100 human protein complexes, many of which had not or had only incompletely been characterized. This work has led to the discovery of previously unknown, evolutionarily conserved subunits of the anaphase-promoting complex and the gamma-tubulin ring complex--large complexes that are essential for spindle assembly and chromosome segregation. The approaches we describe here are generally applicable to high-throughput follow-up analyses of phenotypic screens in mammalian cells.
Subject(s)
Chromosome Segregation , Mitosis , Multiprotein Complexes/metabolism , Spindle Apparatus/metabolism , Tubulin/metabolism , Ubiquitin-Protein Ligase Complexes/metabolism , Anaphase-Promoting Complex-Cyclosome , Centrosome/metabolism , Chromosomes, Artificial, Bacterial , Databases, Genetic , Genomics , Green Fluorescent Proteins , HeLa Cells , Humans , Open Reading Frames , Protein Binding , Protein Interaction Mapping , Protein Subunits/metabolism , RNA InterferenceABSTRACT
Mutations in the tumour suppressor Adenomatous polyposis coli (Apc) initiate most sporadic colorectal cancers. Apc is implicated in regulating microtubule (MT) dynamics in interphase and mitosis. However, little is known about the underlying mechanism or regulation of this Apc function. We identified importin-beta as a binding partner of Apc that regulates its effect on MTs. Apc binds importin-beta in vitro and in Xenopus egg extracts, and RanGTP inhibits this interaction. The armadillo-like repeat domain of importin-beta binds to the middle of Apc, where it can compete with beta-catenin. In addition, two independent sites in the C terminus of Apc bind the N-terminal region of importin-beta. Binding to importin-beta reduces the ability of Apc to assemble and bundle MTs in vitro and to promote assembly of microtubule asters in Xenopus egg extracts, but does not affect the binding of Apc to MTs or to EB1. Depletion of Apc decreases the formation of cold-stable spindles in Xenopus egg extracts. Importantly, the ability of purified Apc to rescue this phenotype was reduced when it was constitutively bound to importin-beta. Thus, importin-beta binds to Apc and negatively regulates the MT-assembly and spindle-promoting activity of Apc in a Ran-regulatable manner.
Subject(s)
Adenomatous Polyposis Coli Protein/metabolism , Microtubules/metabolism , Xenopus Proteins/metabolism , beta Karyopherins/metabolism , ran GTP-Binding Protein/metabolism , Adenomatous Polyposis Coli Protein/genetics , Animals , Binding Sites/genetics , Binding Sites/physiology , Immunoprecipitation , Microtubule-Associated Proteins/metabolism , Protein Binding/genetics , Protein Binding/physiology , Xenopus , Xenopus Proteins/genetics , beta Catenin/metabolismABSTRACT
The selective enrichment of phosphorylated peptides prior to reversed-phase separation and mass spectrometric detection significantly improves the analytical results in terms of higher number of detected phosphorylation sites and spectra of higher quality. Metal oxide chromatography (MOC) has been recently described for selective phosphopeptide enrichment (Pinkse et al., 2004; Larsen et al., 2005; Kweon and Hakansson, 2006; Cantin et al., 2007; Collins et al., 2007). In the present work we have tested the effect of a modified loading solvent containing a novel acid mix and optimized wash conditions on the efficiency of TiO(2)-based phosphopeptide enrichment in order to improve our previously published method (Mazanek et al., 2007). Applied to a test mixture of synthetic and BSA-derived peptides, the new method showed improved selectivity for phosphopeptides, whilst retaining a high recovery rate. Application of the new enrichment method to digested purified protein complexes resulted in the identification of a significantly higher number of phosphopeptides as compared to the previous method. Additionally, we have compared the performance of TiO(2) and ZrO(2) columns for the isolation and identification of phosphopeptides from purified protein complexes and found that for our test set, both media performed comparably well. In summary, our improved method is highly effective for the enrichment of phosphopeptides from purified protein complexes prior to mass spectrometry, and is suitable for large-scale phosphoproteomic projects that aim to elucidate phosphorylation-dependent cellular processes.
Subject(s)
Chromatography, High Pressure Liquid/methods , Phosphopeptides/isolation & purification , Proteins/analysis , Titanium/chemistry , Zirconium/chemistry , Adenosine Triphosphatases/analysis , Amino Acid Sequence , Anaphase-Promoting Complex-Cyclosome , Animals , Cattle , DNA-Binding Proteins/analysis , HeLa Cells , Humans , Mass Spectrometry , Molecular Sequence Data , Multiprotein Complexes/analysis , Phosphorylation , Serum Albumin, Bovine/analysis , Ubiquitin-Protein Ligase Complexes/analysisABSTRACT
BACKGROUND: Ran GTPase has multiple functions during the cell division cycle, including nucleocytoplasmic transport, mitotic spindle assembly and nuclear envelope formation. The activity of Ran is determined by both its guanine nucleotide-bound state and its subcellular localization. RESULTS: Here, we have characterised the localisation and mobility of Ran coupled to green fluorescent protein (GFP) during the cell cycle in live human cells. Ran-GFP is nuclear during interphase and is dispersed throughout the cell during mitosis. GFP-RanQ69L, a mutant locked in the GTP-bound state, is less highly concentrated in the nucleus and associates with nuclear pore complexes within the nuclear envelope. During mitosis, GFP-RanQ69L is excluded from chromosomes and localizes to the spindle. By contrast, GFP-RanT24N, a mutant with low affinity for nucleotides, interacts relatively stably with chromatin throughout the cell cycle and is highly concentrated on mitotic chromosomes. CONCLUSION: These results show that Ran interacts dynamically with chromatin, nuclear pore complexes and the mitotic spindle during the cell cycle. These interactions are dependent on the nucleotide-bound state of the protein. Our data indicate that Ran-GTP generated at chromatin is highly mobile and interacts dynamically with distal structures that are involved in nuclear transport and mitotic spindle assembly.
Subject(s)
Cell Cycle , Chromatin/metabolism , ran GTP-Binding Protein/metabolism , Cell Line , Cell Survival , Guanosine Triphosphate/metabolism , Humans , Mutation , Nuclear Pore/metabolism , Protein Binding , Protein Transport , ran GTP-Binding Protein/geneticsABSTRACT
Sample carryover is a significant problem that occurs in high-performance liquid chromatography (HPLC) analysis. Carryover effects cannot be tolerated in any high-performance liquid chromatography-mass spectroscopy (HPLC-MS) separation system, and proteomics analysis must be performed in a separation system with virtually no carryover. Several procedures have been tested for effective and fast removal of interfering peptides and proteins originating from previous analyses in the HPLC system. We have developed and optimized a cleaning method for eliminating carryover caused by the autosampler and the trap column. The new washing method uses an injection of trifluoroethanol into the injection path and onto the trap column to remove strongly bound peptides and proteins, and it includes trifluoroethanol as an additional solvent in the chromatographic mobile phase for enhanced cleaning of the separation column. By application of this method, a significant reduction in carryover was achieved without any loss in the amount of proteins and peptides identified by MS.
Subject(s)
Artifacts , Chromatography, High Pressure Liquid/methods , Mass Spectrometry/methods , Nanotechnology , Peptides/isolation & purification , Proteins/isolation & purification , Proteomics/methods , Amino Acid Sequence , Animals , Cattle , Injections , Molecular Sequence Data , Peptides/analysis , Peptides/chemistry , Proteins/analysis , Proteins/chemistry , Reproducibility of ResultsABSTRACT
BACKGROUND: The assembly of a robust microtubule-based mitotic spindle is a prerequisite for the accurate segregation of chromosomes to progeny. Spindle assembly relies on the concerted action of centrosomes, spindle microtubules, molecular motors, and nonmotor spindle proteins. RESULTS: Here we use an RNA-interference screen of the human centrosome proteome to identify novel regulators of spindle assembly. One such regulator is HAUS, an 8-subunit protein complex that shares homology to Drosophila Augmin. HAUS localizes to interphase centrosomes and to mitotic spindle microtubules, and its disruption induces microtubule-dependent fragmentation of centrosomes along with an increase in centrosome size. HAUS disruption results in the destabilization of kinetochore microtubules and the eventual formation of multipolar spindles. These severe mitotic defects are alleviated by codepletion of NuMA, indicating that both factors regulate opposing activities. HAUS disruption alters NuMA localization, suggesting that mislocalized NuMA activity contributes to the spindle and centrosome defects observed. CONCLUSION: The human Augmin complex (HAUS) is a critical and evolutionary conserved multisubunit protein complex that regulates centrosome and spindle integrity.
Subject(s)
Centrosome/metabolism , Microtubule-Associated Proteins/metabolism , Multiprotein Complexes/metabolism , Protein Subunits/metabolism , Spindle Apparatus/metabolism , Animals , Antigens, Nuclear/genetics , Antigens, Nuclear/metabolism , Cell Cycle Proteins , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Drosophila melanogaster/metabolism , HeLa Cells , Humans , Microtubule-Associated Proteins/genetics , Microtubules/metabolism , Nuclear Matrix-Associated Proteins/genetics , Nuclear Matrix-Associated Proteins/metabolism , RNA Interference , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Tubulin/genetics , Tubulin/metabolismABSTRACT
The interpretation of genome sequences requires reliable and standardized methods to assess protein function at high throughput. Here we describe a fast and reliable pipeline to study protein function in mammalian cells based on protein tagging in bacterial artificial chromosomes (BACs). The large size of the BAC transgenes ensures the presence of most, if not all, regulatory elements and results in expression that closely matches that of the endogenous gene. We show that BAC transgenes can be rapidly and reliably generated using 96-well-format recombineering. After stable transfection of these transgenes into human tissue culture cells or mouse embryonic stem cells, the localization, protein-protein and/or protein-DNA interactions of the tagged protein are studied using generic, tag-based assays. The same high-throughput approach will be generally applicable to other model systems.
Subject(s)
Chromosomes, Artificial, Bacterial/genetics , Genomics/methods , Mammals/genetics , Mammals/metabolism , Proteins/metabolism , Transgenes/genetics , Animals , Anti-Bacterial Agents/pharmacology , Cell Line , Drug Resistance , Gene Expression Regulation , Gene Library , Genetic Engineering , Genome , Protein Array Analysis , Protein Binding , Protein Transport , Proteins/geneticsABSTRACT
We have developed a new offline chromatographic approach for the selective enrichment of phosphorylated peptides that is directly compatible with subsequent analysis by online nano electrospray ionization tandem mass spectrometry. In this technique, a titanium dioxide (TiO2)-packed pipette tip is used as a phosphopeptide trap that acts as an offline first-dimension separation step in a two-dimensional chromatography system. This is followed by online nano reversed-phase high-performance liquid chromatography. Here, we present suitable methods for enrichment, optimized separately for each step: sample loading, washing and elution from the TiO2-filled tips. To increase the trapping selectivity of the TiO2 column, we used the sodium salt of 1-octanesulfonic acid combined with 2,5-dihydroxybenzoic acid as ion-pairing agents and displacers for acidic peptides. These agents also improve the binding of phosphorylated peptides and block the binding of non-phosphorylated ones. This enrichment procedure takes 30 min, followed by a 100-min HPLC program, including washing and an elution gradient.
Subject(s)
Chromatography/methods , Phosphopeptides/isolation & purification , Solid Phase Extraction/methods , Titanium/chemistry , Chromatography, High Pressure Liquid , Phosphopeptides/chemistry , Tandem Mass SpectrometryABSTRACT
mtcPTM is an online repository of human and mouse phosphosites in which data are hierarchically organized to preserve biologically relevant experimental information, thus allowing straightforward comparisons of phosphorylation patterns found under different conditions. The database also contains the largest available collection of atomic models of phosphorylatable proteins. Detailed analysis of this structural dataset reveals that phosphorylation sites are found in a heterogeneous range of structural and sequence contexts. mtcPTM is available on the web http://www.mitocheck.org/cgi-bin/mtcPTM/search.
Subject(s)
Databases, Protein , Phosphoproteins/chemistry , Proteins/chemistry , Amino Acid Sequence , Animals , Binding Sites , Humans , Mice , Phosphorylation , Protein Conformation , Proteomics/methodsABSTRACT
The dominant ions in MS/MS spectra of peptides, which have been fragmented by low-energy CID, are often b-, y-ions and their derivatives resulting from the cleavage of the peptide bonds. However, MS/MS spectra typically contain many more peaks. These can result not only from isotope variants and multiply charged replicates of the peptide fragmentation products but also from unknown fragmentation pathways, sample-specific or systematic chemical contaminations or from noise generated by the electronic detection system. The presence of this background complicates spectrum interpretation. Besides dramatically prolonged computation time, it can lead to incorrect protein identification, especially in the case of de novo sequencing algorithms. Here, we present an algorithm for detection and transformation of multiply charged peaks into singly charged monoisotopic peaks, removal of heavy isotope replicates, and random noise. A quantitative criterion for the recognition of some noninterpretable spectra has been derived as a byproduct. The approach is based on numerical spectral analysis and signal detection methods. The algorithm has been implemented in a stand-alone computer program called MS Cleaner that can be obtained from the authors upon request.