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1.
In order to maximize protein identification by peptide mass fingerprinting noise peaks must be removed from spectra and recalibration is often required. The preprocessing of the spectra before database searching is essential but is time-consuming. Nevertheless, the optimal database search parameters often vary over a batch of samples. For high-throughput protein identification, these factors should be set automatically, with no or little human intervention. In the present work automated batch filtering and recalibration using a statistical filter is described. The filter is combined with multiple data searches that are performed automatically. We show that, using several hundred protein digests, protein identification rates could be more than doubled, compared to standard database searching. Furthermore, automated large-scale in-gel digestion of proteins with endoproteinase LysC, and matrix-assisted laser desorption/ionization-time of flight (MALDI-TOF) analysis, followed by subsequent trypsin digestion and MALDI-TOF analysis were performed. Several proteins could be identified only after digestion with one of the enzymes, and some less significant protein identifications were confirmed after digestion with the other enzyme. The results indicate that identification of especially small and low-abundance proteins could be significantly improved after sequential digestions with two enzymes. 相似文献
2.
Losses of proteolytic peptides during extraction and/or purification procedures succeeding in-gel or in-solution digests of proteins frequently occur in the course of protein identification investigations. In order to overcome this disadvantage, the method of in-capillary digest was developed: native proteins were incubated in the presence of endoproteases in the electrospray capillary and the resulting peptides were analyzed by nanoelectrospray-mass spectrometry during the ongoing proteolysis. In-capillary digest of apomyglobin by use of trypsin in a molar ratio of 25:1 yielded complete degradation already after 15 min. The sequence coverage based on formation of molecular ions was 100% and peptide ions could be fragmented by collision-induced dissociation and sequenced. When myoglobin was incubated in the electrospray capillary with trypsin in a molar ratio of 500:1, a clear shift from molecular ions and miscleaved peptide ions to the expected final tryptic peptide ions was observed over a 2 h period. The peptide spectra obtained from tryptic in-capillary proteolysis of bovine serum albumin and apotransferrin, respectively, gave rise to sequence coverages of more than 40% for both proteins. The data obtained from the peptide maps as well as from collision-induced dissociation (CID) of selected peptides were more than sufficient for protein identification by database searches. An elephant milk protein preparation was used to demonstrate the application of in-capillary proteolysis on protein mixtures. Tryptic digest, simultaneous analysis of the proteolytic peptides by use of CID, and subsequent sequencing allowed the identification of lactoferrin, alphas1-casein, beta-casein, delta-casein, and kappa-casein by homology search. 相似文献
3.
There are many computer programs that can match tandem mass spectra of peptides to database-derived sequences; however, situations
can arise where mass spectral data cannot be correlated with any database sequence. In such cases, sequences can be automatically
deduced de novo, without recourse to sequence databases, and the resulting peptide sequences can be used to perform homologous nonexact searches
of sequence databases. This article describes details on how to implement both a de novo sequencing program called “Lutefisk,” and a version of FASTA that has been modified to account for sequence ambiguities inherent
in tandem mass spectrometry data. 相似文献
4.
Raftery MJ 《Analytical biochemistry》2007,366(2):218-227
Hypochlorous acid (HOCl) is a major product of activated neutrophils and may be important in antimicrobial activities of cells by oxidation or chlorination of susceptible amino acids. Three major peaks separated using C18 reverse phase-high-performance liquid chromatography RP-HPLC after incubation of leucine enkephalin (LeuEnk) with HOCl. Electrospray mass spectrometry showed masses of m/z 556.2, 590.2, and 624.4 corresponding to unmodified LeuEnk and peptides altered by addition of one or two chlorines (Cl). Formation of stable N-alpha-chloramines was indicated because the chlorinated peptides were readily reduced with the physiological reductants glutathione and ascorbic acid to LeuEnk (m/z 556.2) within 10 min. Sequence-specific ions observed in product ion spectra of single-charged monochlorinated and dichlorinated peptides were consistent with modification of the N-terminal amine. There was no evidence for chlorination of the Tyr aromatic ring in any spectra. Similar RP-HPLC profiles were obtained after oxidation of des-Tyr1-LeuEnk (GGFL) with the masses of the major products being m/z 393.3, 427.2, and 461.1. These were identified as unmodified GGFL, N-alpha-Cl-GGFL, and N-alpha-Cl2-GGFL based on comparison of tandem mass spectra. Oxidation of Met and formation of disulfide dimers was observed after incubation of either N-alpha-Cl-LeuEnk or N-alpha-Cl2-LeuEnk with a protein, indicating that both peptide N-alpha-chloramines were able to readily modify sulfur-containing amino acids within proteins. These data indicate initial formation of stable N-alpha-chorinated peptides after incubation with HOCl and suggest that N-alpha-chlorinated peptides may exist for some hours in the absence of physiological reducing agents or sulfur-containing amino acids. 相似文献
5.
We demonstrate a new approach to the determination of amino acid composition from tandem mass spectrometrically fragmented peptides using both experimental and simulated data. The approach has been developed to be used as a search-space filter in a protein identification pipeline with the aim of increased performance above that which could be attained by using immonium ion information. Three automated methods have been developed and tested: one based upon a simple peak traversal, in which all intense ion peaks are treated as being either a b- or y-ion using a wide mass tolerance; a second which uses a much narrower tolerance and does not perform transformations of ion peaks to the complementary type; and the unique fragments method which allows for b- or y-ion type to be inferred and corroborated using a scan of the other ions present in each peptide spectrum. The combination of these methods is shown to provide a high-accuracy set of amino acid predictions using both experimental and simulated data sets. These high quality predictions, with an accuracy of over 85%, may be used to identify peptide fragments that are hard to identify using other methods. The data simulation algorithm is also shown post priori to be a good model of noiseless tandem mass spectrometric peptide data. 相似文献
6.
Marybeth C. Creskey 《Analytical biochemistry》2010,406(2):193-1533
Current influenza vaccine manufacturing and testing timelines require that the constituent hemagglutinin (HA) and neuraminidase (NA) strains be selected each year approximately 10 months before the vaccine becomes available. The threat of a pandemic influenza outbreak requires that more rapid testing methods be found. We have developed a specialized on-filter sample preparation method that uses both trypsin and chymotrypsin to enzymatically digest peptide-N-glycosidase F (PNGase F)-deglycosylated proteins in vaccines. In tandem with replicate liquid chromatography-mass spectrometry (LC-MS) analyses, this approach yields sufficient protein sequencing data (>85% sequence coverage on average) for strain identification of HA and NA components. This has allowed the confirmation, and in some cases the correction, of the identity of the influenza strains in recent commercial vaccines as well as the correction of some ambiguous HA sequence annotations in available databases. This method also allows the identification of low-level contaminant egg proteins produced during the manufacturing process. 相似文献
7.
8.
We have developed a computer program able to make user-customised databases derived from the public PIR non-redundant reference protein database. When the database of interest has been created, the user will generate the map of all the possible linear peptides containing one and two cysteines for each protein and combine them to calculate the mass of all the possible clusters of linear peptides linked by a disulphide bridge with a cysteine pair. It is also possible to create selected maps corresponding to peptides formed by the action of specific proteases. In this way, mass spectrometric data obtained from the hydrolysis of proteins of unknown sequence can be related to that contained in the database for quick disulphide assignment and protein identification. To confirm signal attribution, the program will also furnish the expected mass of cluster peptides after performing a cycle of Edman degradation. The utility of the program is discussed and examples of application are given. 相似文献
9.
Peptides containing a monoiodo- or diiodo-tyrosine residue (monoiodo-Y, diiodo-Y) were found to generate abundant immonium ions following collision-induced dissociation at m/z 261.97 and 387.87 Da, respectively. These residue-specific marker ions are between about 140 mDa (monoiodo-Y) and 300 mDa (diiodo-Y) mass deficient relative to any other peptide fragment ions of unmodified peptides, qualifying them as highly specific marker ions for tyrosine iodination when analyzed by high resolution tandem mass spectrometry (MS/MS). Two new iodination sites (Y-364 and Y-2165) were pinpointed in bovine thyroglobulin by MS/MS using these iodotyrosine-specific marker ions and combined tryptic/chymotryptic digestion. 相似文献
10.
A high-performance liquid chromatography (HPLC) positive-ion electrospray ionization tandem mass spectrometry method for the quantification of prostaglandin glyceryl esters (PG-Gs), a newly discovered class of eicosanoids, is described. All four PG-Gs (PGE(2)-G, PGD(2)-G, PGF(2alpha)-G, and 6-keto-PGF(1alpha)-G) and the prostaglandins (PGs) that are formed by their hydrolysis are simultaneously quantified. Analytes were purified via reverse-phase solid-phase extraction, separated by reverse-phase HPLC, and quantified on a triple-quadrupole mass spectrometer using selected reaction monitoring. Quantification was achieved by stable isotope dilution employing penta-deuterated (PG-Gs) or tetra-deuterated (PGs) analogs. Analyte recovery from cell culture medium was >43% for all analytes at four different concentration levels. The limit of quantification is in the range of 25fmol on-column for each analyte and the analytes exhibit a linear response over approximately a 500-fold range. This method allows simultaneous profiling of several PG-Gs and PGs without multistep sample purification or derivatization. 相似文献
11.
Spectral library searching is an emerging approach in peptide identifications from tandem mass spectra, a critical step in proteomic data analysis. In spectral library searching, a spectral library is first meticulously compiled from a large collection of previously observed peptide MS/MS spectra that are conclusively assigned to their corresponding amino acid sequence. An unknown spectrum is then identified by comparing it to all the candidates in the spectral library for the most similar match. This review discusses the basic principles of spectral library building and searching, describes its advantages and limitations, and provides a primer for researchers interested in adopting this new approach in their data analysis. It will also discuss the future outlook on the evolution and utility of spectral libraries in the field of proteomics. 相似文献
12.
Zhang W Gritsenko MA Moore RJ Culley DE Nie L Petritis K Strittmatter EF Camp DG Smith RD Brockman FJ 《Proteomics》2006,6(15):4286-4299
Direct LC-MS/MS was used to examine the proteins extracted from exponential or stationary phase Desulfovibrio vulgaris cells that had been grown on a minimal medium containing either lactate or formate as the primary carbon source. Across all four growth conditions, 976 gene products were identified with high confidence, which is equal to approximately 28% of all predicted proteins in the D. vulgaris genome. Bioinformatic analysis showed that the proteins identified were distributed among almost all functional classes, with the energy metabolism category containing the greatest number of identified proteins. At least 154 ORFs originally annotated as hypothetical proteins were found to encode the expressed proteins, which provided verification for the authenticity of these hypothetical proteins. Proteomic analysis showed that proteins potentially involved in ATP biosynthesis using the proton gradient across membrane, such as ATPase, alcohol dehydrogenases, heterodisulfide reductases, and [NiFe] hydrogenase (HynAB-1) of the hydrogen cycling were highly expressed in all four growth conditions, suggesting they may be the primary pathways for ATP synthesis in D. vulgaris. Most of the enzymes involved in substrate-level phosphorylation were also detected in all tested conditions. However, no enzyme involved in CO cycling or formate cycling was detected, suggesting that they are not the primary ATP-biosynthesis pathways under the tested conditions. This study provides the first proteomic overview of the cellular metabolism of D. vulgaris.The complete list of proteins identified in this study and their abundances (peptide hits) is provided in Supplementary Table 1. 相似文献
13.
Wood DD She YM Freer AD Harauz G Moscarello MA 《Archives of biochemistry and biophysics》2002,405(1):137-146
Equine myelin basic protein (MBP) has been isolated from spinal cord and shown to consist of a number of components (charge isomers) by alkaline-urea gel electrophoresis. Mass analyses of several of these components showed that each was posttranslationally modified and some have been identified. Component 1, the most cationic charge isomer, was sequenced by a combination of liquid chromatography and mass spectrometry of peptides obtained by proteolytic digestion. At 172 residues it is slightly larger than the bovine (169) and the human (170). A major difference between bovine and equine sequences was the replacement of AQGH (bovine residues 76-79) by SRDG (equine). A number of other replacements involving single amino acids were also found. Methylated arginine (residue 108 equine) was found as both the mono- and the dimethylated derivative and represents the first MS/MS evidence for this modification in any MBP. 相似文献
14.
Manfred Wuhrer Alexandra van Remoortere Crina I.A. Balog André M. Deelder Cornelis H. Hokke 《Analytical biochemistry》2010,406(2):132-140
Characterization of protein-carbohydrate interactions at the molecular level is important for understanding many glycan-mediated processes. Here we present a method for the identification of glycan ligands of carbohydrate-binding proteins. The glycans released from natural sources are labeled with biotinamidocaproyl hydrazide (BACH) and subsequently fractionated by high-performance liquid chromatography. Glycan fractions are screened for binding to carbohydrate-binding proteins (CBPs) using a microtitration plate binding assay; CBPs are immobilized, BACH-glycan fractions are added, and bound BACH-glycans are detected using alkaline phosphatase-conjugated streptavidin. The glycan structures in binding fractions are studied by (tandem) mass spectrometry, exoglycosidase treatment, and rechromatography, thereby revealing the glycan motifs recognized by the CBPs. Subsequent surface plasmon resonance experiments using a reverse setup with immobilization of the BACH-glycan ligands on streptavidin-coated surfaces provide more information on glycan-CBP interactions via association and dissociation curves. The presented method is easy and fast, and the required instrumentation is available in many laboratories. The assay is very sensitive given that both the mass spectrometric analysis and the microtitration plate binding assay can be performed on femtomole amounts of BACH-glycans. This approach should be generally applicable to study and structurally identify carbohydrate ligands of anti-glycan antibodies and lectins. 相似文献
15.
Conformational changes and protein dynamics play an important role in the catalytic efficiency of enzymes. Amide H/D exchange mass spectrometry (H/D exchange MS) is emerging as an efficient technique to study the local and global changes in protein structure and dynamics due to ligand binding, protein activation-inactivation by modification, and protein-protein interactions. By monitoring the selective exchange of hydrogen for deuterium along a peptide backbone, this sensitive technique probes protein motions and structural elements that may be relevant to allostery and function. In this report, several applications of H/D exchange MS are presented which demonstrate the unique capability of amide hydrogen/deuterium exchange mass spectrometry for examining dynamic and structural changes associated with enzyme catalysis. 相似文献
16.
The solvent-accessible surface area of proteins is important in biological function for many reasons, including protein-protein interactions, protein folding, and catalytic sites. Here we present a chemical technique to oxidize amino acid side chains in a model protein, apomyoglobin, and subsequent elucidation of the effect of solvent accessibility on the sites of oxidation. Under conditions of low protein oxidation (zero to three oxygen atoms added per apomyoglobin molecule), we have positively identified five oxidation sites by liquid chromatography-tandem mass spectrometry and high-resolution Fourier transform mass spectrometry. Our results indicate that all oxidized amino acids, with the exception of methionine, have highly solvent-accessible side chains, but the rate of oxidation may not be dictated solely by solvent accessibility and amino acid identity. 相似文献
17.
Wei Jiang 《Analytical biochemistry》2010,404(1):40-1948
The fragmentation patterns of various 13C-labeled glucose molecules were analyzed by electrospray ionization tandem mass spectrometry. Derivatization of glucose to yield methylglucosamine makes the C-C bond between C1 and C2 a favored cleavage site. This is in contrast to underivatized glucose, which favorably undergoes loss of a fragment containing both C1 and C2. Based on the fragmentation pattern of methylglucoasmine, we developed a method to distinguish and quantify C1 and C2 13C-labeled glucose by derivatization with methylamine followed by multiple reaction monitoring scans in a Q-trap mass spectrometer. Fragment ion ratios in the tandem mass spectra showed an isotope effect with 13C or deuterium labeling, so a “correction factor” was introduced to make the quantification more accurate. The current approach can be applied to individually monitor the metabolic origin and fate of C1 and C2 atoms in 13C-labeled glucose. This method provides a new means of quantifying glucose isotopomers in metabolic studies. 相似文献
18.
In this work, the commonly used algorithms for mass spectrometry based protein identification, Mascot, MS-Fit, ProFound and SEQUEST, were studied in respect to the selectivity and sensitivity of their searches. The influence of various search parameters were also investigated. Approximately 6600 searches were performed using different search engines with several search parameters to establish a statistical basis. The applied mass spectrometric data set was chosen from a current proteome study. The huge amount of data could only be handled with computational assistance. We present a software solution for fully automated triggering of several peptide mass fingerprinting (PMF) and peptide fragmentation fingerprinting (PFF) algorithms. The development of this high-throughput method made an intensive evaluation based on data acquired in a typical proteome project possible. Previous evaluations of PMF and PFF algorithms were mainly based on simulations. 相似文献
19.
Zeneng Wang Bruce S. Levison Jennie E. Hazen Lillian Donahue Xin-Min Li Stanley L. Hazen 《Analytical biochemistry》2014
Trimethylamine-N-oxide (TMAO) levels in blood predict future risk for major adverse cardiac events including myocardial infarction, stroke, and death. Thus, the rapid determination of circulating TMAO concentration is of clinical interest. Here we report a method to measure TMAO in biological matrices by stable isotope dilution liquid chromatography tandem mass spectrometry (LC/MS/MS) with lower and upper limits of quantification of 0.05 and >200 μM, respectively. Spike and recovery studies demonstrate an accuracy at low (0.5 μM), mid (5 μM), and high (100 μM) levels of 98.2, 97.3, and 101.6%, respectively. Additional assay performance metrics include intraday and interday coefficients of variance of <6.4 and <9.9%, respectively, across the range of TMAO levels. Stability studies reveal that TMAO in plasma is stable both during storage at −80 °C for 5 years and to multiple freeze thaw cycles. Fasting plasma normal range studies among apparently healthy subjects (n = 349) show a range of 0.73–126 μM, median (interquartile range) levels of 3.45 (2.25–5.79) μM, and increasing values with age. The LC/MS/MS-based assay reported should be of value for further studies evaluating TMAO as a risk marker and for examining the effect of dietary, pharmacologic, and environmental factors on TMAO levels. 相似文献
20.
Differentiation of isomeric Lewis blood groups by positive ion electrospray tandem mass spectrometry
Lewis histo-blood group antigens are one of the major classes of biologically active oligosaccharides. In this work, underivatized Lewis blood groups were studied by electrospray tandem mass spectrometry (ESI-MSn) in the positive mode with three different mass analyzers: Q-TOF (quadrupole time-of-flight), QqQ (triple quadrupole), and LIT (linear ion trap). It was observed that, under collision-induced fragmentations, type 1 Lewis antigens (Lea and Leb) could be distinguished from type 2 (Lex and Ley) on the basis of specific fragmentations of the GlcNAc unit. Whereas O-4-linked sugars of the GlcNAc are lost as residues, the O-3-linked sugars undergo fragmentation both as sugar units and as sugar residues (unit −18 Da). Type 2 Lewis antigens also showed a characteristic cross-ring cleavage 0,2A2 of the GlcNAc. As a result, the product ions at m/z 388 and 305, characteristic of Lex, and m/z 372, characteristic of Lea, are proposed to distinguish the trisaccharide isomers Lex/Lea. Also, the product ions at m/z 534 and 305, characteristic of Ley, and m/z 372, characteristic of Leb, are proposed to distinguish the tetrasaccharide isomers Leb/Ley. These diagnostic fragment ions were further applied in the identification of Lewis type 2 antigens (Lex and Ley) in the lipopolysaccharide of the human gastric pathogen, Helicobacter pylori. 相似文献