Biomedical subjects

Hamid Mirzaei

Publications and source records attributed to Hamid Mirzaei.

13 recordsLinked to original sources

PubMed2006

Identification of yeast oxidized proteins: chromatographic top-down approach for identification of carbonylated, fragmented and cross-linked proteins in yeast.

The effects of oxidative stress on the yeast proteome were studied using hydrogen peroxide as the stress agent. Oxidized proteins were isolated by (1) biotinylation of oxidized proteins with biotin hydrazide, (2) affinity selection using monomeric avidin affinity chromatography, and (3) further fractionated by reversed-phase liquid chromatography (RPLC) on a C(8) column. Oxidized protein fractions from RPLC were then trypsin digested and the peptide cleavage fragments identified by tandem mass spectrometry (MS/MS). Slightly over 400 proteins were identified. Sites of carbonyl formation were found in roughly one fourth of these proteins. Oxidation on other amino acids in carbonylated peptides was seen in 32 cases while carbonylation was absent in 96 of the oxidized proteins observed. Although there are large numbers of potential oxidation sites, oxidation seemed to be restricted to a small area in most of the proteins identified. Sometimes multiple amino acids in the same tryptic peptide were oxidized. A second trend was that more than 8% of the proteins identified appeared in more than one of the RPLC fractions. Based on the position of the peptides identified in the primary structure of protein candidates derived from databases it was concluded that this occurred by fragmentation of a parent protein. It is not clear from the data whether the fragmentation process was of enzymatic or oxidative origin. Finally, peptides from two or more proteins occurred together in more than one reversed phase fraction with 2% of the proteins identified. This data was interpreted to mean that this was the result of protein cross-linking.

Amino Acid Sequence↗

PubMed2006

Neural network prediction of peptide separation in strong anion exchange chromatography.

MOTIVATION: The still emerging combination of technologies that enable description and characterization of all expressed proteins in a biological system is known as proteomics. Although many separation and analysis technologies have been employed in proteomics, it remains a challenge to predict peptide behavior during separation processes. New informatics tools are needed to model the experimental analysis method that will allow scientists to predict peptide separation and assist with required data mining steps, such as protein identification. RESULTS: We developed a software package to predict the separation of peptides in strong anion exchange (SAX) chromatography using artificial neural network based pattern classification techniques. A multi-layer perceptron is used as a pattern classifier and it is designed with feature vectors extracted from the peptides so that the classification error is minimized. A genetic algorithm is employed to train the neural network. The developed system was tested using 14 protein digests, and the sensitivity analysis was carried out to investigate the significance of each feature. AVAILABILITY: The software and testing results can be downloaded from ftp://ftp.bbc.purdue.edu.

Algorithms↗

PubMed2006

Identification and quantification of protein carbonylation using light and heavy isotope labeled Girard's P reagent.

Protein carbonyls are one of the most widely studied markers of oxidative stress. Determining increases in the concentration of protein carbonyls known to be associated with neurodegenerative diseases, heart disease, cancer and ageing. Identification of carbonylation sites in oxidized proteins has been a challenge. Even though recent advances in proteomics has facilitate the identification of carbonylation sites in oxidized proteins, confident identification remains a challenge due to the complicated nature of oxidative damage and the wide range of oxidative modifications. Here, we report the development of a multiplexing strategy that facilitates confident carbonylated peptide identification through a combination of heavy and light isotope coding and a multi-step filtering process. This procedure involves (1) labeling aliquots of oxidized proteins with heavy and light forms of Girard's reagent P (GPR) and combining them in a 1:1 ratio along with (2) LC/MS and MALDI-MS/MS analysis. The filtering process uses LC/MS and MALDI-MS/MS data to rule out false positives by rejecting peptide doublets that do not appear with the correct concentration ratio, retention time, tag number, or resolution. This strategy was used for the identification of heavily oxidized transferrin peptides and resulted in identification 13 distinct peptides. The competency of the method was validated in a complex mixture using oxidized transferrin in a yeast lysate as well as oxidized yeast. Twenty-five percent of the peptides identified in a pure oxidized sample of transferrin were successfully identified from the complex mixture. Analysis of yeast proteome stressed with hydrogen peroxide using this multiplexing strategy resulted in identification of 41 carbonylated peptides from 36 distinct proteins. Differential isotope coding of model peptides at different concentrations followed by mixing at different ratios was used to establish the linear dynamic range for quantification of carbonylated peptides using light and heavy forms of GPR.

Amino Acid Sequence↗

PubMed2006

Enhancement of amino acid detection and quantification by electrospray ionization mass spectrometry.

A new strategy for amino acid analysis is reported involving derivatization with an N-hydroxysuccinimide ester of N-alkylnicotinic acid (Cn-NA-NHS) followed by reversed-phase chromatography and electrospray ionization mass spectrometry (RPC-MS). Detection sensitivity increased as the N-alkyl chain length of the nicotinic acid derivatizing agent was increased from 1 to 4. N-Acylation of amino acids with the Cn-NA-NHS reagents in water produced a stable product in roughly 1 min using a 4-fold molar excess of derivatizing agent in 0.1 M sodium borate buffer at pH values ranging from 8.5 to 10. Some O-acylation of tyrosine was also observed, but the product hydrolyzed within a few minutes at pH 10. The cystine product also degraded slowly over the course of a few days from reduction of the disulfide bond to form cysteine. The retention time of Cn-NA derivatized amino acids was lengthened in reversed-phase chromatography to the extent that polar amino acids were retained beyond the solvent peak, particularly in the cases of the C3-NA and C4-NA derivatives. Complete resolution of 18 amino acids was achieved in 28 min using the C4-NA-NHS reagent. Compared to N-acylation with benzoic acid, derivatization with C4-NA-NHS increased MS detection sensitivity 6-80-fold. This was attributed to the surfactant properties of the Cn-NA-NHS reagents. The quaternary amine increased the charge on amino acid conjugates while the presence of an adjacent alkyl chain further increased ionization efficiency by apparently enhancing amino acid migration to the surface of electrospray droplets. Further modification of the Cn-NA-NHS reagents with deuterium was used to prepare coded sets of derivatizing agents. These coding agents were used to differentially code samples and after mixing carry out comparative concentration measurements between samples using extracted ion chromatograms to estimate relative peak areas of derivatized amino acids.

Amino Acids↗

PubMed2006

Enhancing electrospray ionization efficiency of peptides by derivatization.

With the advent of electrospray ionization mass spectrometry, the world was given a new way to look at complex peptide mixtures. Identification of proteins via their signature peptides requires ionization of a representative portion of the peptides derived from proteins by proteolysis. Unfortunately, matrix effects prohibited electrospray ionization of many peptides. This paper describes the development of a new labeling reagent that simultaneously adds a permanent positive charge to peptides and increases their hydrophobicity to enhance their ionization efficiency. The labeling agent is preactivated with N-hydroxysuccinimide to react with primary amines to form a peptide bond. In the most dramatic case, ionization efficiency of the peptide ADRDQYELLCLDNTRKPVDEYK increased 500-fold after derivatization as opposed to other peptides where ionization efficiency was impacted little. Ionization efficiency of peptides was enhanced roughly 10-fold in general by derivatization. Peptides of less than 500 Da experienced the greatest increase in ionization efficiency by derivatization. Poor ionization efficiency of native peptides was found to be due more to their inherent structural properties than the matrix in which ionization occurs.

Amino Acid Sequence↗

PubMed2006

Identification of rotenone-induced modifications in alpha-synuclein using affinity pull-down and tandem mass spectrometry.

Parkinson's disease is a movement disorder that results from a loss of dopaminergic neurons in the substantia nigra. The disease is characterized by mitochondrial dysfunction, oxidative stress, and the presence of "Lewy body" inclusions enriched with aggregated forms of alpha-synuclein, a presynaptic protein. Although alpha-synuclein is modified at various sites in Lewy bodies, it is unclear how sequence-specific posttranslational modifications modulate the aggregation of the protein in oxidatively stressed neurons. To begin to address this problem, we developed an affinity pull-down/mass spectrometry method to characterize the primary structure of histidine-tagged alpha-synuclein isolated from catecholaminergic neurons. Using this method, we mapped posttranslational modifications of alpha-synuclein from untreated neurons and neurons exposed to rotenone, an inhibitor of mitochondrial complex I. Various posttranslational modifications suggestive of oxidative damage or repair were identified in a region comprising a 20-residue stretch in the C-terminal part of the protein. The results indicate that alpha-synuclein is subject to discrete posttranslational modifications in neurons with impaired mitochondrial function. Our affinity pull-down/mass spectrometry method is a useful tool to examine how specific modifications of alpha-synuclein contribute to neurologic disorders such as Parkinson's disease.

Amino Acid Sequence↗

PubMed2006

Enrichment of carbonylated peptides using Girard P reagent and strong cation exchange chromatography.

It has been shown that oxidatively modified forms of proteins accumulate during oxidative stress, aging, and in some age-related diseases. One of the unique features of protein oxidation by a wide variety of routes is the generation of carbonyl groups. Of major interest in the study of oxidative stress diseases is which proteins in a proteome are being oxidized and the site(s) of oxidation. Based on the fact that proteins are generally characterized through tryptic peptide fragments, this paper reports a method for the isolation of oxidized peptides, which involves (1) derivatization of oxidized proteins with Girard P reagent (GRP; 1-(2-hydrazino-2-oxoethyl)pyridinium chloride), (2) following proteolysis enrichment of the derivatized peptide using strong cation exchange (SCX) chromatography, and (3) identification of oxidation sites using tandem mass spectrometry. Derivatization of aldehydes and ketones in oxidized proteins was accomplished by reacting protein carbonyls with the hydrazide of GRP. The resulting hydrazone bond was reduced by sodium cyanoborohydride to further stabilize the labeling. Derivatization time and concentrations of the derivatizing agent were optimized with model peptides. Oxidized transferrin was used as model protein to study derivatization efficiency at the protein level. Following metal-catalyzed oxidation of transferrin, the protein was derivatized with GRP and trypsin digested. Positively charged peptides were then selected from the digest with SCX chromatography at pH 6.0. Seven GRP-derivatized peptides were found to be selected from transferrin by MALDI-TOF-TOF analysis. Fourteen underivatized native peptides were also captured by the SCX column at pH 6.0. Mapping of the derivatized peptides onto the primary structure of transferrin indicated that the oxidation sites were all on solvent-accessible regions at the protein surface. Efficiency of the method was further demonstrated in the identification of oxidized proteins from yeast.

Binding Sites↗

PubMed2006

Creation of allotypic active sites during oxidative stress.

Oxidative stress is a factor in a series of diseases and aging, primarily through irreversible oxidative modification of proteins. A major question is how nonenzymatic oxidation has the specificity to impact cellular regulation. Here, we report the degree to which in vivo protein oxidation to the ketone and aldehyde level is random using yeast as a simple model system and hydrogen peroxide as an environmental oxidative stress agent. Among 415 affinity-selected proteins identified throughout the matrix of stressed cells, oxidation sites were found in 87, predominantly on lysine, arginine, proline, histidine, threonine, and methionine residues. In almost all cases, one to two specific oxidation sites on the exterior of proteins were identified using MS-derived sequence and publicly available 3-D structural data. This suggests that, when regulation or disease progression is mediated by protein oxidation, specific new "allotypic active sites" are being created in proteins that trigger the process.

Amino Acids↗

PubMed2006

Performance evaluation of existing de novo sequencing algorithms.

Two methods have been developed for protein identification from tandem mass spectra: database searching and de novo sequencing. De novo sequencing identifies peptide directly from tandem mass spectra. Among many proposed algorithms, we evaluated the performance of the five de novo sequencing algorithms, AUDENS, Lutefisk, NovoHMM, PepNovo, and PEAKS. Our evaluation methods are based on calculation of relative sequence distance (RSD), algorithm sensitivity, and spectrum quality. We found that de novo sequencing algorithms have different performance in analyzing QSTAR and LCQ mass spectrometer data, but in general, perform better in analyzing QSTAR data than LCQ data. For the QSTAR data, the performance order of the five algorithms is PEAKS > Lutefisk, PepNovo > AUDENS, NovoHMM. The performance of PEAKS, Lutefisk, and PepNovo strongly depends on the spectrum quality and increases with an increase of spectrum quality. However, AUDENS and NovoHMM are not sensitive to the spectrum quality. Compared with other four algorithms, PEAKS has the best sensitivity and also has the best performance in the entire range of spectrum quality. For the LCQ data, the performance order is NovoHMM > PepNovo, PEAKS > Lutefisk > AUDENS. NovoHMM has the best sensitivity, and its performance is the best in the entire range of spectrum quality. But the overall performance of NovoHMM is not significantly different from the performance of PEAKS and PepNovo. AUDENS does not give a good performance in analyzing either QSTAR and LCQ data.

Algorithms↗

PubMed2006

Protein-RNA cross-linking in the ribosomes of yeast under oxidative stress.

Living systems have efficient degradative pathways for dealing with the fact that reactive oxygen species (ROS) derived from cellular metabolism and the environment oxidatively damage proteins and DNA. But aggregation and cross-linking can occur as well, leading to a series of problems including disruption of cellular regulation, mutations, and even cell death. The mechanism(s) by which protein aggregation occurs and the macromolecular species involved are poorly understood. In the study reported here, evidence is provided for a new type of aggregate between proteins and RNA in ribosomes. While studying the effect of oxidative stress induced in the yeast proteome it was noted that ribosomal proteins were widely oxidized. Eighty six percent of the proteins in yeast ribosomes were found to be carbonylated after stressing yeast cell cultures with hydrogen peroxide. Moreover, many of these proteins appeared to be cross-linked based on their coelution patterns during RPC separation. Since they were not in direct contact, it was not clear how this could occur unless it was through the RNA separating them in the ribosome. This was confirmed in a multiple-step process, the first being derivatization of all carbonylated proteins in cell lysates with biotin hydrazide through Schiff base formation. Following reduction of Schiff bases with sodium cyanoborohydride, biotinylated proteins were selected from cell lysates with avidin affinity chromatography. Oxidized proteins thus captured were then selected again using boronate affinity chromatography to capture vicinal diol-containing proteins. This would include proteins cross-linked to an RNA fragment containing a ribose residue with 2',3'-hydroxyl groups. Some glycoproteins would also be selected by this process. LC/MS/MS analyses of tryptic peptides derived from proteins captured by this process along with MASCOT searches resulted in the identification of 37 ribosomal proteins that appear to be cross-linked to RNA. Aggregation of proteins with ribosomal RNA has not been previously reported. The probable impact of this phenomenon cells is to diminish the protein synthesis capacity.

Biotin↗

PubMed2005

Affinity chromatographic selection of carbonylated proteins followed by identification of oxidation sites using tandem mass spectrometry.

It has been shown that oxidatively modified forms of proteins accumulate during oxidative stress, aging, and in some age-related diseases. One of the unique features of a wide variety of routes by which proteins are oxidized is the generation of carbonyl groups. This paper reports a method for the isolation of oxidized proteins, which involves (1) biotinylation of oxidized proteins with biotin hydrazide and (2) affinity enrichment using monomeric avidin affinity chromatography columns. The selectivity of the method was validated by adding in vitro oxidized biotinylated BSA to a yeast lysate and showing that the predominant protein recovered was BSA. This method was applied to the question of whether large doses of 2-nitropropane produce oxidized proteins. A study of rat liver homogenates showed that animals dosed with 2-nitropropane produced 17 times more oxidized protein than controls in 6 h. Tryptic digestion of these oxidized proteins followed by reversed-phase chromatography and tandem mass spectrometry led to the identification of 14 peptides and their parent proteins. Nine of the 14 identified peptides were found to carry 1 or 2 oxidation sites and 5 of the 9 peptides were biotinylated. The significance of this affinity method is that it allows the isolation of oxidized proteins from the rest of the proteome and facilitates their identification. In some cases, it is even possible to identify the site of oxidation.

Animals↗

PubMed2005

Structure specific chromatographic selection in targeted proteomics.

The whole proteome of any organism is too complicated to be analyzed in a simple one-step process and direct attempts for the entire proteome analysis normally lead to considerable loss of information. A practical approach is the targeting of the specific structural feature of interest using chromatography. This approach simplifies the proteome while preserving most of the vital information necessary for analysis. Selection of peptides with specific amino acids (cysteine, histidine and methionine) or N- or C-terminal peptides is an accepted procedure for proteome simplification when general analysis is desired. While selection of enzymatically and non-enzymatically modified proteins and peptides is used when post-translational modifications are targeted. Protein interaction with small molecules as well as other proteins also has been studied using chromatographic selection methods.

Chromatography↗

PubMedDate not supplied

Evaluating immobilized metal affinity chromatography for the selection of histidine-containing peptides in comparative proteomics.

Agarose based immobilized metal affinity chromatography (IMAC) columns loaded with copper (II) were evaluated for the selection of histidine-containing peptides in comparative proteomics. Recovery, binding specificity, and reproducibility were investigated with model proteins. Cu(II)-IMAC was found to be highly selective for histidine containing peptides; moreover, a low degree of nonspecific selection was observed. Acylation of the amino-terminus of peptides with either succinic anhydride, N-acetoxysuccinamide, or [3-(2,5)-dioxopyrrolidin-1-yloxycarbonyl)-propyl]-trimethylammonium (quaternary amine) reduced the number of histidine-containing peptides bound by the Cu(II)-IMAC columns. This provides an additional possibility for sample simplification in proteomic applications. The number of acylated peptides selected decreased in the order of quaternary amine > N-acetoxysuccinamide > succinic anhydride derivatization. Although the selection of N-terminally derivatized peptides is biased toward peptides that contain more than one histidine, it is not yet possible to predict selectivity.

Animals↗