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1.
Cell ; 133(3): 462-74, 2008 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-18455987

RESUMO

Calcium/calmodulin (Ca2+/CaM)-dependent protein kinase II (CaMKII) couples increases in cellular Ca2+ to fundamental responses in excitable cells. CaMKII was identified over 20 years ago by activation dependence on Ca2+/CaM, but recent evidence shows that CaMKII activity is also enhanced by pro-oxidant conditions. Here we show that oxidation of paired regulatory domain methionine residues sustains CaMKII activity in the absence of Ca2+/CaM. CaMKII is activated by angiotensin II (AngII)-induced oxidation, leading to apoptosis in cardiomyocytes both in vitro and in vivo. CaMKII oxidation is reversed by methionine sulfoxide reductase A (MsrA), and MsrA-/- mice show exaggerated CaMKII oxidation and myocardial apoptosis, impaired cardiac function, and increased mortality after myocardial infarction. Our data demonstrate a dynamic mechanism for CaMKII activation by oxidation and highlight the critical importance of oxidation-dependent CaMKII activation to AngII and ischemic myocardial apoptosis.


Assuntos
Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/metabolismo , Cardiopatias/metabolismo , Metionina/metabolismo , Miócitos Cardíacos/metabolismo , Transdução de Sinais , Angiotensina II , Animais , Apoptose , Cálcio , Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/genética , Calmodulina/metabolismo , Metionina Sulfóxido Redutases , Camundongos , Mutagênese Sítio-Dirigida , Miócitos Cardíacos/citologia , Oxirredução , Oxirredutases/genética , Ratos , Espécies Reativas de Oxigênio/metabolismo
2.
Mol Cell Proteomics ; 12(2): 343-55, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23161513

RESUMO

Activating mutations in KRAS occur in 30% to 40% of colorectal cancers. How mutant KRAS alters cancer cell behavior has been studied intensively, but non-cell autonomous effects of mutant KRAS are less understood. We recently reported that exosomes isolated from mutant KRAS-expressing colon cancer cells enhanced the invasiveness of recipient cells relative to exosomes purified from wild-type KRAS-expressing cells, leading us to hypothesize mutant KRAS might affect neighboring and distant cells by regulating exosome composition and behavior. Herein, we show the results of a comprehensive proteomic analysis of exosomes from parental DLD-1 cells that contain both wild-type and G13D mutant KRAS alleles and isogenically matched derivative cell lines, DKO-1 (mutant KRAS allele only) and DKs-8 (wild-type KRAS allele only). Mutant KRAS status dramatically affects the composition of the exosome proteome. Exosomes from mutant KRAS cells contain many tumor-promoting proteins, including KRAS, EGFR, SRC family kinases, and integrins. DKs-8 cells internalize DKO-1 exosomes, and, notably, DKO-1 exosomes transfer mutant KRAS to DKs-8 cells, leading to enhanced three-dimensional growth of these wild-type KRAS-expressing non-transformed cells. These results have important implications for non-cell autonomous effects of mutant KRAS, such as field effect and tumor progression.


Assuntos
Neoplasias do Colo/química , Neoplasias do Colo/patologia , Exossomos/química , Invasividade Neoplásica , Proteínas de Neoplasias/química , Proteoma/química , Proteínas Proto-Oncogênicas/química , Proteínas ras/química , Alelos , Linhagem Celular Tumoral , Proliferação de Células , Cromatografia Líquida , Neoplasias do Colo/genética , Neoplasias do Colo/metabolismo , Exossomos/metabolismo , Humanos , Mutação , Proteínas de Neoplasias/metabolismo , Transporte Proteico , Proteoma/metabolismo , Proteínas Proto-Oncogênicas/genética , Proteínas Proto-Oncogênicas/metabolismo , Proteínas Proto-Oncogênicas p21(ras) , Transdução de Sinais , Espectrometria de Massas em Tandem , Microambiente Tumoral , Proteínas ras/genética , Proteínas ras/metabolismo
3.
J Proteome Res ; 12(9): 4111-21, 2013 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-23879310

RESUMO

Differentiating and quantifying protein differences in complex samples produces significant challenges in sensitivity and specificity. Label-free quantification can draw from two different information sources: precursor intensities and spectral counts. Intensities are accurate for calculating protein relative abundance, but values are often missing due to peptides that are identified sporadically. Spectral counting can reliably reproduce difference lists, but differentiating peptides or quantifying all but the most concentrated protein changes is usually beyond its abilities. Here we developed new software, IDPQuantify, to align multiple replicates using principal component analysis, extract accurate precursor intensities from MS data, and combine intensities with spectral counts for significant gains in differentiation and quantification. We have applied IDPQuantify to three comparative proteomic data sets featuring gold standard protein differences spiked in complicated backgrounds. The software is able to associate peptides with peaks that are otherwise left unidentified to increase the efficiency of protein quantification, especially for low-abundance proteins. By combing intensities with spectral counts from IDPicker, it gains an average of 30% more true positive differences among top differential proteins. IDPQuantify quantifies protein relative abundance accurately in these test data sets to produce good correlations between known and measured concentrations.


Assuntos
Mapeamento de Peptídeos/métodos , Proteoma/química , Software , Proteínas Fúngicas/química , Proteínas Fúngicas/metabolismo , Humanos , Mapeamento de Peptídeos/normas , Análise de Componente Principal , Proteoma/metabolismo , Proteômica , Padrões de Referência , Sensibilidade e Especificidade , Espectrometria de Massas em Tandem/normas , Leveduras
4.
Am J Pathol ; 181(5): 1560-72, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22944598

RESUMO

Early diagnosis and curative resection are the predominant factors associated with increased survival in patients with gastric cancer. However, most gastric cancer cases are still diagnosed at later stages. Since most pathologic specimens are archived as FFPE samples, the ability to use them to generate expression profiles can greatly improve cancer biomarker discovery. We sought to uncover new biomarkers for stomach preneoplastic metaplasias and neoplastic lesions by generating proteome profiles using FFPE samples. We combined peptide isoelectric focusing and liquid chromatography-tandem mass spectrometry analysis to generate proteomic profiles from FFPE samples of intestinal-type gastric cancer, metaplasia, and normal mucosa. The expression patterns of selected proteins were analyzed by immunostaining first in single tissue sections from normal stomach, metaplasia, and gastric cancer and later in larger tissue array cohorts. We detected 60 proteins up-regulated and 87 proteins down-regulated during the progression from normal mucosa to metaplasia to gastric cancer. Two of the up-regulated proteins, LTF and DMBT1, were validated as specific markers for spasmolytic polypeptide-expressing metaplasia and intestinal metaplasia, respectively. In cancers, significantly lower levels of DMBT1 or LTF correlated with more advanced disease and worse prognosis. Thus, proteomic profiling using FFPE samples has led to the identification of two novel markers for stomach metaplasias and gastric cancer prognosis.


Assuntos
Biomarcadores Tumorais/metabolismo , Mucosa Gástrica/metabolismo , Inclusão em Parafina , Proteômica/métodos , Neoplasias Gástricas/metabolismo , Neoplasias Gástricas/patologia , Estômago/patologia , Proteínas de Ligação ao Cálcio , Linhagem da Célula , Clusterina/metabolismo , Proteínas de Ligação a DNA , Progressão da Doença , Humanos , Peptídeos e Proteínas de Sinalização Intercelular , Lactoferrina/metabolismo , Metaplasia , Modelos Biológicos , Proteínas de Neoplasias/metabolismo , Estadiamento de Neoplasias , Peptídeos/metabolismo , Receptores de Superfície Celular/metabolismo , Fator Trefoil-2 , Proteínas Supressoras de Tumor , Regulação para Cima
5.
Mol Cell Proteomics ; 10(6): M110.006593, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21357624

RESUMO

Liquid chromatography-multiple reaction monitoring mass spectrometry of peptides using stable isotope dilution (SID) provides a powerful tool for targeted protein quantitation. However, the high cost of labeled peptide standards for SID poses an obstacle to multiple reaction monitoring studies. We compared SID to a labeled reference peptide (LRP) method, which uses a single labeled peptide as a reference standard for all measured peptides, and a label-free (LF) approach, in which quantitation is based on analysis of un-normalized peak areas for detected MRM transitions. We analyzed peptides from the Escherichia coli proteins alkaline phosphatase and ß-galactosidase spiked into lysates from human colon adenocarcinoma RKO cells. We also analyzed liquid chromatography-multiple reaction monitoring mass spectrometry data from a recently published interlaboratory study by the National Cancer Institute Clinical Proteomic Technology Assessment for Cancer network (Addona et al. (2009) Nat. Biotechnol. 27: 633-641), in which unlabeled and isotopically labeled synthetic peptides or their corresponding proteins were spiked into human plasma. SID displayed the highest correlation coefficients and lowest coefficient of variation in regression analyses of both peptide and protein spike studies. In protein spike experiments, median coefficient of variation values were about 10% for SID and 20-30% for LRP and LF methods. Power calculations indicated that differences in measurement error between the methods have much less impact on measured protein expression differences than biological variation. All three methods detected significant (p < 0.05) differential expression of three endogenous proteins in a test set of 10 pairs of human lung tumor and control tissues. Further, the LRP and LF methods both detected significant differences (p < 0.05) in levels of seven biomarker candidates between tumors and controls in the same set of lung tissue samples. The data indicate that the LRP and LF methods provide cost-effective alternatives to SID for many quantitative liquid chromatography-multiple reaction monitoring mass spectrometry applications.


Assuntos
Peptídeos/análise , Proteínas/análise , Adenocarcinoma/química , Fosfatase Alcalina/química , Sequência de Aminoácidos , Biomarcadores Tumorais/análise , Carcinoma de Células Escamosas/química , Linhagem Celular Tumoral , Cromatografia Líquida/métodos , Cromatografia Líquida/normas , Humanos , Marcação por Isótopo , Neoplasias Pulmonares/química , Espectrometria de Massas/métodos , Espectrometria de Massas/normas , Dados de Sequência Molecular , Oligopeptídeos/análise , Fragmentos de Peptídeos/química , Padrões de Referência
6.
J Proteome Res ; 11(3): 1686-95, 2012 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-22217208

RESUMO

Spectral libraries have emerged as a viable alternative to protein sequence databases for peptide identification. These libraries contain previously detected peptide sequences and their corresponding tandem mass spectra (MS/MS). Search engines can then identify peptides by comparing experimental MS/MS scans to those in the library. Many of these algorithms employ the dot product score for measuring the quality of a spectrum-spectrum match (SSM). This scoring system does not offer a clear statistical interpretation and ignores fragment ion m/z discrepancies in the scoring. We developed a new spectral library search engine, Pepitome, which employs statistical systems for scoring SSMs. Pepitome outperformed the leading library search tool, SpectraST, when analyzing data sets acquired on three different mass spectrometry platforms. We characterized the reliability of spectral library searches by confirming shotgun proteomics identifications through RNA-Seq data. Applying spectral library and database searches on the same sample revealed their complementary nature. Pepitome identifications enabled the automation of quality analysis and quality control (QA/QC) for shotgun proteomics data acquisition pipelines.


Assuntos
Algoritmos , Mapeamento de Peptídeos/métodos , Ferramenta de Busca , Software , Proteínas Sanguíneas/química , Linhagem Celular , Bases de Dados de Proteínas , Humanos , Modelos Estatísticos , Redes Neurais de Computação , Mapeamento de Peptídeos/normas , Proteoma/química , Proteoma/genética , Proteoma/metabolismo , Padrões de Referência , Análise de Sequência de Proteína/métodos , Soroalbumina Bovina/química , Espectrometria de Massas em Tandem/métodos , Espectrometria de Massas em Tandem/normas
7.
J Proteome Res ; 11(6): 3498-505, 2012 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-22530795

RESUMO

We compared the reproducibility of multiple reaction monitoring (MRM) mass spectrometry-based peptide quantitation in tryptic digests from formalin-fixed, paraffin-embedded (FFPE) and frozen clear cell renal cell carcinoma tissues. The analyses targeted a candidate set of 114 peptides previously identified in shotgun proteomic analyses, of which 104 were detectable in FFPE and frozen tissue. Although signal intensities for MRM of peptides from FFPE tissue were on average 66% of those in frozen tissue, median coefficients of variation (CV) for measurements in FFPE and frozen tissues were nearly identical (18-20%). Measurements of lysine C-terminal peptides and arginine C-terminal peptides from FFPE tissue were similarly reproducible (19.5% and 18.3% median CV, respectively). We further evaluated the precision of MRM-based quantitation by analysis of peptides from the Her2 receptor in FFPE and frozen tissues from a Her2 overexpressing mouse xenograft model of breast cancer and in human FFPE breast cancer specimens. We obtained equivalent MRM measurements of HER2 receptor levels in FFPE and frozen mouse xenografts derived from HER2-overexpressing BT474 cells and HER2-negative Sum159 cells. MRM analyses of 5 HER2-positive and 5 HER-negative human FFPE breast tumors confirmed the results of immunohistochemical analyses, thus demonstrating the feasibility of HER2 protein quantification in FFPE tissue specimens. The data demonstrate that MRM analyses can be performed with equal precision on FFPE and frozen tissues and that lysine-containing peptides can be selected for quantitative comparisons, despite the greater impact of formalin fixation on lysine residues. The data further illustrate the feasibility of applying MRM to quantify clinically important tissue biomarkers in FFPE specimens.


Assuntos
Biomarcadores Tumorais/química , Espectrometria de Massas em Tandem/normas , Sequência de Aminoácidos , Animais , Biomarcadores Tumorais/isolamento & purificação , Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Cromatografia de Fase Reversa , Feminino , Fixadores/química , Formaldeído/química , Humanos , Limite de Detecção , Camundongos , Transplante de Neoplasias , Inclusão em Parafina , Proteoma/química , Proteoma/isolamento & purificação , Proteoma/metabolismo , Proteômica , Padrões de Referência , Reprodutibilidade dos Testes , Fixação de Tecidos
8.
J Proteome Res ; 11(6): 3467-79, 2012 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-22559222

RESUMO

Liquid chromatography tandem mass spectrometry (LC-MS/MS) based methods provide powerful tools for the quantitative analysis of modified proteins. We have developed a label-free approach using internal reference peptides (IRP) from the target protein for signal normalization without the need for isotope labeling. Ion-trap mass spectrometry and pseudo-selected reaction monitoring (pSRM) were used to acquire full MS/MS and MS(3) spectra from target peptides. Skyline, a widely used software for SRM experiments, was used for chromatographic ion extraction. Phosphopeptides spiked into a BSA background yielded concentration response curves with high correlation coefficients (typically >0.9) and low coefficients of variation (≤15%) over a 200-fold concentration range. Stable isotope dilution (SID) and IRP methods were compared for quantitation of six site-specific phosphorylations in the epidermal growth factor receptor (EGFR) in epidermal growth factor-stimulated A431 cells with or without the addition of EGFR inhibitors cetuximab and gefitinib. Equivalent responses were observed with both IRP and SID methods, although analyses using the IRP method typically had higher median CVs (22-31%) than SID (10-20%). Analyses using both methods were consistent with immunoblot using site-selective antibodies. The ease of implementation and the suitability for targeted quantitative comparisons make this method suitable for broad application in protein biochemistry.


Assuntos
Fragmentos de Peptídeos/química , Processamento de Proteína Pós-Traducional , Espectrometria de Massas em Tandem/normas , Sequência de Aminoácidos , Linhagem Celular Tumoral , Humanos , Dados de Sequência Molecular , Padrões de Referência
9.
Bioinformatics ; 27(22): 3214-5, 2011 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-21965817

RESUMO

SUMMARY: The large amount of data produced by proteomics experiments requires effective bioinformatics tools for the integration of data management and data analysis. Here we introduce a suite of tools developed at Vanderbilt University to support production proteomics. We present the Backup Utility Service tool for automated instrument file backup and the ScanSifter tool for data conversion. We also describe a queuing system to coordinate identification pipelines and the File Collector tool for batch copying analytical results. These tools are individually useful but collectively reinforce each other. They are particularly valuable for proteomics core facilities or research institutions that need to manage multiple mass spectrometers. With minor changes, they could support other types of biomolecular resource facilities.


Assuntos
Proteômica/métodos , Software , Espectrometria de Massas , Proteoma/química
10.
Chem Res Toxicol ; 25(2): 391-9, 2012 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-22211352

RESUMO

Vinyl chloride (VC) is an industrial chemical that is known to be carcinogenic to animals and humans. VC primarily induces hepatic angiosarcomas following high exposures (≥50 ppm). VC is also found in Superfund sites at ppb concentrations as a result of microbial metabolism of trichloroethylene and perchloroethylene. Here, we report a new sensitive LC-MS/MS method to analyze the major DNA adduct formed by VC, 7-(2-oxoethylguanine) (7-OEG). We used this method to analyze tissue DNA from both adult and weanling rats exposed to 1100 ppm [(13)C(2)]-VC for 5 days. After neutral thermal hydrolysis, 7-OEG was derivatized with O-t-butyl hydroxylamine to an oxime adduct, followed by LC-MS/MS analysis. The limit of detection was 1 fmol, and the limit of quantitation was 1.5 fmol on the column. The use of stable isotope VC allowed us to demonstrate for the first time that endogenous 7-OEG was present in tissue DNA. We hypothesized that endogenous 7-OEG was formed from lipid peroxidation and demonstrated the formation of [(13)C(2)]-7-OEG from the reaction of calf thymus DNA with [(13)C(18)]-ethyl linoleate (EtLa) under peroxidizing conditions. The concentrations of endogenous 7-OEG in liver, lung, kidney, spleen, testis, and brain DNA from adult and weanling rats typically ranged from 1.0 to 10.0 adducts per 10(6) guanine. The exogenous 7-OEG in liver DNA from adult rats exposed to 1100 ppm [(13)C(2)]-VC for 5 days was 104.0 ± 23.0 adducts per 10(6) guanine (n = 4), while concentrations in other tissues ranged from 1.0 to 39.0 adducts per 10(6) guanine (n = 4). Although endogenous concentrations of 7-OEG in tissues in weanling rats were similar to those of adult rats, exogenous [(13)C(2)]-7-OEG concentrations were higher in weanlings, averaging 300 adducts per 10(6) guanine in liver. Studies on the persistence of [(13)C(2)]-7-OEG in adult rats sacrificed 2, 4, and 8 weeks postexposure to [(13)C(2)]-VC demonstrated a half-life of 7-OEG of 4 days in both liver and lung.


Assuntos
Adutos de DNA/análise , Guanina/análogos & derivados , Animais , Encéfalo/metabolismo , Cromatografia Líquida , Adutos de DNA/metabolismo , Guanina/análise , Guanina/metabolismo , Rim/metabolismo , Fígado/metabolismo , Pulmão/metabolismo , Masculino , Ratos , Ratos Sprague-Dawley , Baço/metabolismo , Espectrometria de Massas em Tandem , Testículo/metabolismo , Cloreto de Vinil/farmacocinética
11.
Mol Cell Proteomics ; 9(6): 1243-59, 2010 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-20124353

RESUMO

Spinophilin regulates excitatory postsynaptic function and morphology during development by virtue of its interactions with filamentous actin, protein phosphatase 1, and a plethora of additional signaling proteins. To provide insight into the roles of spinophilin in mature brain, we characterized the spinophilin interactome in subcellular fractions solubilized from adult rodent striatum by using a shotgun proteomics approach to identify proteins in spinophilin immune complexes. Initial analyses of samples generated using a mouse spinophilin antibody detected 23 proteins that were not present in an IgG control sample; however, 12 of these proteins were detected in complexes isolated from spinophilin knock-out tissue. A second screen using two different spinophilin antibodies and either knock-out or IgG controls identified a total of 125 proteins. The probability of each protein being specifically associated with spinophilin in each sample was calculated, and proteins were ranked according to a chi(2) analysis of the probabilities from analyses of multiple samples. Spinophilin and the known associated proteins neurabin and multiple isoforms of protein phosphatase 1 were specifically detected. Multiple, novel, spinophilin-associated proteins (myosin Va, calcium/calmodulin-dependent protein kinase II, neurofilament light polypeptide, postsynaptic density 95, alpha-actinin, and densin) were then shown to interact with GST fusion proteins containing fragments of spinophilin. Additional biochemical and transfected cell imaging studies showed that alpha-actinin and densin directly interact with residues 151-300 and 446-817, respectively, of spinophilin. Taken together, we have developed a multi-antibody, shotgun proteomics approach to characterize protein interactomes in native tissues, delineating the importance of knock-out tissue controls and providing novel insights into the nature and function of the spinophilin interactome in mature striatum.


Assuntos
Proteínas dos Microfilamentos/metabolismo , Neostriado/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Proteômica/métodos , Actinina/química , Actinina/metabolismo , Envelhecimento/metabolismo , Sequência de Aminoácidos , Animais , Linhagem Celular , Técnicas de Inativação de Genes , Humanos , Imunoprecipitação , Espectrometria de Massas , Camundongos , Proteínas dos Microfilamentos/química , Dados de Sequência Molecular , Complexos Multiproteicos/metabolismo , Proteínas do Tecido Nervoso/química , Ligação Proteica , Transporte Proteico , Ratos , Reprodutibilidade dos Testes , Solubilidade , Frações Subcelulares/metabolismo
12.
Mol Cell Proteomics ; 9(2): 242-54, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19858499

RESUMO

Optimal performance of LC-MS/MS platforms is critical to generating high quality proteomics data. Although individual laboratories have developed quality control samples, there is no widely available performance standard of biological complexity (and associated reference data sets) for benchmarking of platform performance for analysis of complex biological proteomes across different laboratories in the community. Individual preparations of the yeast Saccharomyces cerevisiae proteome have been used extensively by laboratories in the proteomics community to characterize LC-MS platform performance. The yeast proteome is uniquely attractive as a performance standard because it is the most extensively characterized complex biological proteome and the only one associated with several large scale studies estimating the abundance of all detectable proteins. In this study, we describe a standard operating protocol for large scale production of the yeast performance standard and offer aliquots to the community through the National Institute of Standards and Technology where the yeast proteome is under development as a certified reference material to meet the long term needs of the community. Using a series of metrics that characterize LC-MS performance, we provide a reference data set demonstrating typical performance of commonly used ion trap instrument platforms in expert laboratories; the results provide a basis for laboratories to benchmark their own performance, to improve upon current methods, and to evaluate new technologies. Additionally, we demonstrate how the yeast reference, spiked with human proteins, can be used to benchmark the power of proteomics platforms for detection of differentially expressed proteins at different levels of concentration in a complex matrix, thereby providing a metric to evaluate and minimize pre-analytical and analytical variation in comparative proteomics experiments.


Assuntos
Cromatografia Líquida/métodos , Cromatografia Líquida/normas , Técnicas de Laboratório Clínico/normas , Espectrometria de Massas/métodos , Espectrometria de Massas/normas , Proteínas de Saccharomyces cerevisiae/análise , Saccharomyces cerevisiae/metabolismo , Biomarcadores/metabolismo , Humanos , Proteômica/normas
13.
Mol Cell Proteomics ; 9(2): 225-41, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19837981

RESUMO

A major unmet need in LC-MS/MS-based proteomics analyses is a set of tools for quantitative assessment of system performance and evaluation of technical variability. Here we describe 46 system performance metrics for monitoring chromatographic performance, electrospray source stability, MS1 and MS2 signals, dynamic sampling of ions for MS/MS, and peptide identification. Applied to data sets from replicate LC-MS/MS analyses, these metrics displayed consistent, reasonable responses to controlled perturbations. The metrics typically displayed variations less than 10% and thus can reveal even subtle differences in performance of system components. Analyses of data from interlaboratory studies conducted under a common standard operating procedure identified outlier data and provided clues to specific causes. Moreover, interlaboratory variation reflected by the metrics indicates which system components vary the most between laboratories. Application of these metrics enables rational, quantitative quality assessment for proteomics and other LC-MS/MS analytical applications.


Assuntos
Cromatografia Líquida/métodos , Cromatografia Líquida/normas , Proteômica/métodos , Proteômica/normas , Espectrometria de Massas em Tandem/métodos , Espectrometria de Massas em Tandem/normas , Animais , Galinhas , Proteínas do Ovo/análise , Laboratórios , Proteoma/análise , Reprodutibilidade dos Testes , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/análise , Software
14.
J Proteome Res ; 10(7): 2896-904, 2011 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-21520941

RESUMO

In shotgun proteomics, protein identification by tandem mass spectrometry relies on bioinformatics tools. Despite recent improvements in identification algorithms, a significant number of high quality spectra remain unidentified for various reasons. Here we present ScanRanker, an open-source tool that evaluates the quality of tandem mass spectra via sequence tagging with reliable performance in data from different instruments. The superior performance of ScanRanker enables it not only to find unassigned high quality spectra that evade identification through database search but also to select spectra for de novo sequencing and cross-linking analysis. In addition, we demonstrate that the distribution of ScanRanker scores predicts the richness of identifiable spectra among multiple LC-MS/MS runs in an experiment, and ScanRanker scores assist the process of peptide assignment validation to increase confident spectrum identifications. The source code and executable versions of ScanRanker are available from http://fenchurch.mc.vanderbilt.edu.


Assuntos
Algoritmos , Biologia Computacional , Fragmentos de Peptídeos/análise , Proteínas/análise , Proteômica/métodos , Espectrometria de Massas em Tandem/métodos , Animais , Cromatografia Líquida , Bases de Dados de Proteínas , Humanos , Fragmentos de Peptídeos/química , Proteínas/química , Projetos de Pesquisa , Análise de Sequência de Proteína
15.
J Proteome Res ; 9(4): 1716-26, 2010 Apr 05.
Artigo em Inglês | MEDLINE | ID: mdl-20131910

RESUMO

Shotgun proteomics produces collections of tandem mass spectra that contain all the data needed to identify mutated peptides from clinical samples. Identifying these sequence variations, however, has not been feasible with conventional database search strategies, which require exact matches between observed and expected sequences. Searching for mutations as mass shifts on specified residues through database search can incur significant performance penalties and generate substantial false positive rates. Here we describe TagRecon, an algorithm that leverages inferred sequence tags to identify unanticipated mutations in clinical proteomic data sets. TagRecon identifies unmodified peptides as sensitively as the related MyriMatch database search engine. In both LTQ and Orbitrap data sets, TagRecon outperformed state of the art software in recognizing sequence mismatches from data sets with known variants. We developed guidelines for filtering putative mutations from clinical samples, and we applied them in an analysis of cancer cell lines and an examination of colon tissue. Mutations were found in up to 6% of identified peptides, and only a small fraction corresponded to dbSNP entries. The RKO cell line, which is DNA mismatch repair deficient, yielded more mutant peptides than the mismatch repair proficient SW480 line. Analysis of colon cancer tumor and adjacent tissue revealed hydroxyproline modifications associated with extracellular matrix degradation. These results demonstrate the value of using sequence tagging algorithms to fully interrogate clinical proteomic data sets.


Assuntos
Biologia Computacional/métodos , Fragmentos de Peptídeos/química , Mapeamento de Peptídeos/métodos , Sitios de Sequências Rotuladas , Espectrometria de Massas em Tandem/métodos , Algoritmos , Linhagem Celular Tumoral , Cromatografia Líquida , Neoplasias do Colo/metabolismo , Reparo de Erro de Pareamento de DNA , Mineração de Dados , Bases de Dados de Proteínas , Matriz Extracelular/metabolismo , Humanos , Hidroxiprolina/metabolismo , Modelos Genéticos , Mutação , Leveduras/química
16.
J Proteome Res ; 9(2): 761-76, 2010 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-19921851

RESUMO

The complexity of proteomic instrumentation for LC-MS/MS introduces many possible sources of variability. Data-dependent sampling of peptides constitutes a stochastic element at the heart of discovery proteomics. Although this variation impacts the identification of peptides, proteomic identifications are far from completely random. In this study, we analyzed interlaboratory data sets from the NCI Clinical Proteomic Technology Assessment for Cancer to examine repeatability and reproducibility in peptide and protein identifications. Included data spanned 144 LC-MS/MS experiments on four Thermo LTQ and four Orbitrap instruments. Samples included yeast lysate, the NCI-20 defined dynamic range protein mix, and the Sigma UPS 1 defined equimolar protein mix. Some of our findings reinforced conventional wisdom, such as repeatability and reproducibility being higher for proteins than for peptides. Most lessons from the data, however, were more subtle. Orbitraps proved capable of higher repeatability and reproducibility, but aberrant performance occasionally erased these gains. Even the simplest protein digestions yielded more peptide ions than LC-MS/MS could identify during a single experiment. We observed that peptide lists from pairs of technical replicates overlapped by 35-60%, giving a range for peptide-level repeatability in these experiments. Sample complexity did not appear to affect peptide identification repeatability, even as numbers of identified spectra changed by an order of magnitude. Statistical analysis of protein spectral counts revealed greater stability across technical replicates for Orbitraps, making them superior to LTQ instruments for biomarker candidate discovery. The most repeatable peptides were those corresponding to conventional tryptic cleavage sites, those that produced intense MS signals, and those that resulted from proteins generating many distinct peptides. Reproducibility among different instruments of the same type lagged behind repeatability of technical replicates on a single instrument by several percent. These findings reinforce the importance of evaluating repeatability as a fundamental characteristic of analytical technologies.


Assuntos
Cromatografia Líquida/métodos , Proteoma , Espectrometria de Massas em Tandem/métodos , Reprodutibilidade dos Testes
17.
Exp Cell Res ; 315(3): 542-55, 2009 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-19073175

RESUMO

Recent investigations have highlighted the importance of subcellular localization of mRNAs to cell function. While AKAP350A, a multifunctional scaffolding protein, localizes to the Golgi apparatus and centrosomes, we have now identified a cytosolic pool of AKAP350A. Analysis of AKAP350A scaffolded complexes revealed two novel interacting proteins, CCAR1 and caprin-1. CCAR1, caprin-1 and AKAP350A along with G3BP, a stress granule marker, relocate to RNA stress granules after arsenite treatment. Stress also caused loss of AKAP350 from the Golgi and fragmentation of the Golgi apparatus. Disruption of microtubules with nocodazole altered stress granule formation and changed their morphology by preventing fusion of stress granules. In the presence of nocodazole, arsenite induced smaller granules with the vast majority of AKAP350A and CCAR1 separated from G3BP-containing granules. Similar to nocodazole treatment, reduction of AKAP350A or CCAR1 expression also altered the size and number of G3BP-containing stress granules induced by arsenite treatment. A limited set of 69 mRNA transcripts was immunoisolated with AKAP350A even in the absence of stress, suggesting the association of AKAP350A with mRNA transcripts. These results provide the first evidence for the microtubule dependent association of AKAP350A and CCAR1 with RNA stress granules.


Assuntos
Proteínas de Ancoragem à Quinase A/metabolismo , Proteínas Reguladoras de Apoptose/metabolismo , Proteínas de Ciclo Celular/metabolismo , Grânulos Citoplasmáticos/metabolismo , Proteínas do Citoesqueleto/metabolismo , Microtúbulos/metabolismo , RNA Mensageiro/metabolismo , Arsenitos/farmacologia , Proteínas de Transporte , Citosol/metabolismo , DNA Helicases , Complexo de Golgi/metabolismo , Células HeLa , Humanos , Nocodazol/farmacologia , Proteínas de Ligação a Poli-ADP-Ribose , Transporte Proteico , RNA Helicases , Proteínas com Motivo de Reconhecimento de RNA , Estabilidade de RNA
18.
Mol Cell Proteomics ; 7(9): 1651-67, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18504258

RESUMO

By interacting with the cytoplasmic tail of a Golgi-processed form of transforming growth factor-alpha (TGFalpha), Naked2 coats TGFalpha-containing exocytic vesicles and directs them to the basolateral corner of polarized epithelial cells where the vesicles dock and fuse in a Naked2 myristoylation-dependent manner. These TGFalpha-containing Naked2-associated vesicles are not directed to the subapical Sec6/8 exocyst complex as has been reported for other basolateral cargo, and thus they appear to represent a distinct set of basolaterally targeted vesicles. To identify constituents of these vesicles, we exploited our finding that myristoylation-deficient Naked2 G2A vesicles are unable to fuse at the plasma membrane. Isolation of a population of myristoylation-deficient, green fluorescent protein-tagged G2A Naked2-associated vesicles was achieved by biochemical enrichment followed by flow cytometric fluorescence-activated vesicle sorting. The protein content of these plasma membrane de-enriched, flow-sorted fluorescent G2A Naked2 vesicles was determined by LC/LC-MS/MS analysis. Three independent isolations were performed, and 389 proteins were found in all three sets of G2A Naked2 vesicles. Rab10 and myosin IIA were identified as core machinery, and Na(+)/K(+)-ATPase alpha1 was identified as an additional cargo within these vesicles. As an initial validation step, we confirmed their presence and that of three additional proteins tested (annexin A1, annexin A2, and IQGAP1) in wild-type Naked2 vesicles. To our knowledge, this is the first large scale protein characterization of a population of basolaterally targeted exocytic vesicles and supports the use of fluorescence-activated vesicle sorting as a useful tool for isolation of cellular organelles for comprehensive proteomics analysis.


Assuntos
Proteínas de Transporte/metabolismo , Exocitose , Proteínas/análise , Proteômica/métodos , Vesículas Transportadoras/metabolismo , Proteínas Adaptadoras de Transdução de Sinal , Animais , Western Blotting , Proteínas de Ligação ao Cálcio , Proteínas de Transporte/genética , Linhagem Celular , Membrana Celular/metabolismo , Cromatografia Líquida/métodos , Cães , Fluorescência , Proteínas de Fluorescência Verde/análise , Proteínas de Fluorescência Verde/metabolismo , Humanos , Espectrometria de Massas , Transporte Proteico/efeitos da radiação , Proteínas/metabolismo , Fator de Crescimento Transformador alfa/metabolismo , Vesículas Transportadoras/efeitos da radiação , Ácidos Tri-Iodobenzoicos/metabolismo
19.
Biochem Biophys Res Commun ; 390(2): 295-301, 2009 Dec 11.
Artigo em Inglês | MEDLINE | ID: mdl-19799863

RESUMO

The TAL1 (or SCL) gene, originally discovered through its involvement by a chromosomal translocation in T-cell acute lymphoblastic leukemia, encodes a basic helix-loop-helix (bHLH) transcription factor essential for hematopoietic and vascular development. To identify its interaction partners, we expressed a tandem epitope-tagged protein in murine erythroleukemia (MEL) cells and characterized affinity-purified Tal1-containing complexes by liquid chromatography-tandem mass spectrometry analysis. In addition to known interacting proteins, two proteins related to the Eight-Twenty-One (ETO) corepressor, Eto2/Mtg16 and Mtgr1, were identified from the peptide fragments analyzed. Tal1 interaction with Eto2 and Mtgr1 was verified by coimmunoprecipitation analysis in Tal1, Eto2-, and Mtgr1-transfected COS-7 cells, MEL cells expressing V5 epitope-tagged Tal1 protein, and non-transfected MEL cells. Mapping analysis with Gal4 fusion proteins demonstrated a requirement for the bHLH domain of Tal1 and TAF110 domain of Eto2 for their interaction, and transient transfection and glutathione S-transferase pull-down analysis showed that Mtgr1 and Eto2 enhanced the other's association with Tal1. Enforced expression of Eto2 in differentiating MEL cells inhibited the promoter of the Protein 4.2 (P4.2) gene, a direct target of TAL1 in erythroid progenitors, and transduction of Eto2 and Mtgr1 augmented Tal1-mediated gene repression. Finally, chromatin immunoprecipitation analysis revealed that Eto2 occupancy of the P4.2 promoter in MEL cells decreased with differentiation, in parallel with a decline in Eto2 protein abundance. These results identify Eto2 and Mtgr1 as authentic interaction partners of Tal1 and suggest they act as heteromeric corepressors of this bHLH transcription factor during erythroid differentiation.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Células Precursoras Eritroides/metabolismo , Proteínas Nucleares/metabolismo , Proteínas Proto-Oncogênicas/metabolismo , Proteínas Repressoras/metabolismo , Fatores de Transcrição/metabolismo , Animais , Linhagem Celular Tumoral , Camundongos , Proteína 1 de Leucemia Linfocítica Aguda de Células T
20.
Mol Biol Cell ; 17(8): 3625-37, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-16775013

RESUMO

Rab11a, myosin Vb, and the Rab11-family interacting protein 2 (FIP2) regulate plasma membrane recycling in epithelial cells. This study sought to characterize more fully Rab11-FIP2 function by identifying kinase activities modifying Rab11-FIP2. We have found that gastric microsomal membrane extracts phosphorylate Rab11-FIP2 on serine 227. We identified the kinase that phosphorylated Rab11-FIP2 as MARK2/EMK1/Par-1Balpha (MARK2), and recombinant MARK2 phosphorylated Rab11-FIP2 only on serine 227. We created stable Madin-Darby canine kidney (MDCK) cell lines expressing enhanced green fluorescent protein-Rab11-FIP2 wild type or a nonphosphorylatable mutant [Rab11-FIP2(S227A)]. Analysis of these cell lines demonstrates a new role for Rab11-FIP2 in addition to that in the plasma membrane recycling system. In calcium switch assays, cells expressing Rab11-FIP2(S227A) showed a defect in the timely reestablishment of p120-containing junctional complexes. However, Rab11-FIP2(S227A) did not affect localization with recycling system components or the normal function of apical recycling and transcytosis pathways. These results indicate that phosphorylation of Rab11-FIP2 on serine 227 by MARK2 regulates an alternative pathway modulating the establishment of epithelial polarity.


Assuntos
Polaridade Celular , Células Epiteliais/citologia , Proteínas Serina-Treonina Quinases/metabolismo , Receptor PAR-1/metabolismo , Proteínas rab de Ligação ao GTP/metabolismo , Junções Aderentes/metabolismo , Sequência de Aminoácidos , Animais , Sinalização do Cálcio , Células Cultivadas , Cães , Expressão Gênica , Dados de Sequência Molecular , Mutação/genética , Miosina Tipo V/metabolismo , Fosforilação , Ligação Proteica , Transporte Proteico , Coelhos
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