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1.
J Proteomics ; 212: 103594, 2020 02 10.
Article in English | MEDLINE | ID: mdl-31759178

ABSTRACT

Glycosylation is a common protein PTM, and its aberrant regulation has been widely linked to various pathological conditions including cancers. Our recent development of intact N-glycopeptide search engine GPSeeker has enabled relatively quantitative structure-specific characterization of differentially expressed intact N-glycopeptides (DEGPs) with isotopic labeling of the peptide backbones and structure-specific fragment ions of the N-glycan moieties. Here we report our site- and structure-specific relatively quantitative N-glycoproteomics study of breast MCF-7 cancer cells (relative to epithelial MCF-10A cells) using RPLC-nanoESI-MS/MS and GPSeeker. With spectrum-level FDR ≤ 1%, 581 intact N-glycopeptides with comprehensive structural information of both the peptide backbones (amino acid sequences, N-glycosites) and the N-glycan moieties (monosaccharide composition, sequence and linkages) were identified from five technical replicates (TR1, TR2, TR3, TR4 and TR5). With the criteria of quantified at least thrice out of the five technical replicates with no <1.5-fold change, p ≤ .05 and RSD ≤ 20%, 56 DEGPs were quantified from 23 N-glycosites on 19 intact N-glycoproteins. For the 19 intact N-glycoproteins observed with differential N-glycosylation expression, 14 (each with one or more DEGPs) were observed with uniform down regulation; 6 (each with one or more DEGPs) were observed with uniform up regulation; whereas one was observed with both up and down regulation. SIGNIFICANCE: Differential N-glycosylation in breast MCF-7 cancer cells (relative to MCF-10A epithelial cells) were qualitatively and quantitatively characterized with site- and structure-specific N-glycoproteomics using RPLC-nanoESI-MS/MS (HCD with stepped NCEs) and intact N-glycopeptide search engine GPSeeker. With spectrum-level FDR ≤ 1%, 581 intact N-glycopeptides with comprehensive structural information of both the peptide backbones and the N-glycan moieties were identified; For the 248 putative N-glycosites, 248 were confirmed where 125 have not been annotated in UniProt as of July 25, 2019. For the 114 N-glycan putative linkage structures, 44 were confirmed with no less than one structure-diagnostic fragment ions. With the criteria of quantified at least thrice out of the five technical replicates with no < 1.5-fold change and p ≤ .05, 56 DEGPs were quantified from 21 intact N-glycoproteins; 13 and 5 intact N-glycoproteins (each with one or more DEGPs) were observed with uniform down and up regulation; whereas one were observed with simultaneous up and down regulation.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Glycopeptides/analysis , Glycoproteins/analysis , Polysaccharides/analysis , Proteomics/methods , Amino Acid Sequence , Cell Line , Computational Biology , Female , Glycopeptides/chemistry , Glycoproteins/chemistry , Glycosylation , Humans , MCF-7 Cells , Polysaccharides/chemistry , Search Engine , Software , Tandem Mass Spectrometry/methods
2.
J Mass Spectrom ; 54(3): 258-265, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30698319

ABSTRACT

Histone post-translational modifications (PTMs) play various roles in chromatin-related cellular processes, and comprehensive analysis of these combinatorial PTMs at the intact protein level by top-down proteomics is the method of choice to reveal their crosstalk and biological functions. Here, we report our top-down characterization of the core histones from mouse fibroblasts cells NIH/3T3, which is a classic model used in many kinds of research. With nanoRPLC-MS/MS analysis and ProteinGoggle database search, 547 protein species were identified with spectrum-level FDR ≤ 1%, where PTMs in 51 protein species were unambiguously localized with PTM scores ≥1. High-resolution MS/MS data also allowed the unambiguous identification of acetylation instead of trimethylation. This study presents a general picture of combinatorial PTMs of mouse core histones, which serves as a basic reference for all future related biological studies.


Subject(s)
Histones/analysis , 3T3 Cells , Acetylation , Animals , Databases, Protein , Methylation , Mice , Protein Processing, Post-Translational , Proteomics
3.
Microbiol Res ; 215: 22-28, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30172305

ABSTRACT

Bacillus thuringiensis has been widely used as a bio-insecticide. However, novel biological activities other than insect toxicity of B. thuringiensis are still underestimated. In this study, a new lipopeptide biosynthesis gene cluster in B. thuringiensis BMB171 was discovered by genome mining and verified by reverse genetics. Thumolycin, the lipopeptide synthesized by this gene cluster, was then isolated and purified. Mass spectrum analysis revealed the molecular mass of thumolycin is 696.51 Da with the predicted molecular formula of C38H64N8O4. Further bioactivities assay showed that thumolycin endowed B. thuringiensis BMB171 with broad spectrum antimicrobial and nematocidal activities.


Subject(s)
Anti-Infective Agents/pharmacology , Bacillus thuringiensis/metabolism , Biological Control Agents , Lipopeptides/biosynthesis , Lipopeptides/pharmacology , Nematoda/drug effects , Animals , Anti-Infective Agents/chemistry , Anti-Infective Agents/metabolism , Antinematodal Agents/chemistry , Antinematodal Agents/metabolism , Antinematodal Agents/pharmacology , Bacillus thuringiensis/genetics , Bacteria/drug effects , Bacterial Proteins/genetics , Biological Control Agents/metabolism , Biological Control Agents/pharmacology , Caenorhabditis elegans/genetics , Gene Deletion , Genes, Bacterial/genetics , Homologous Recombination , Insecticides/chemistry , Insecticides/metabolism , Insecticides/pharmacology , Lipopeptides/chemistry , Lipopeptides/genetics , Microbial Sensitivity Tests , Molecular Weight , Multigene Family , Pest Control, Biological
4.
Mol Plant Pathol ; 19(9): 2066-2076, 2018 09.
Article in English | MEDLINE | ID: mdl-29575480

ABSTRACT

The two-component signal transduction system PhoBR regulates the adaptation to phosphate limitation and the virulence of many animal bacterial pathogens. However, PhoBR in phytopathogens has rarely been investigated. In this study, we found that PhoBR in Xanthomonas oryzae pv. oryzae (Xoo), the pathogen of rice bacterial leaf blight, also regulates the adaptation to phosphate starvation. Unexpectedly, rice leaves infected by the phoBR-deleted mutant and wild-type PXO99A showed similar lesions, indicating that PhoBR is unnecessary for the virulence of Xoo. phoBR was found to be silenced during host infection, whereas artificially constitutive PhoBR expression attenuated virulence on host rice and growth in phosphate-rich media. RNA-sequencing (RNA-seq) was then performed to investigate the global effect caused by constitutive PhoBR activation. RNA-seq and further experiments revealed that the PhoBR regulon in Xoo comprised a wide range of genes. Nutrient transport and metabolism readjustments that resulted from PhoBR regulon activation may be responsible for growth attenuation. Our findings suggest that growth reduction regulated by PhoBR is a fitness cost of adaptation to phosphate starvation. PhoBR in Xoo is activated under phosphate-limited conditions, which could exist in epiphytic and saprophytic surviving phases, and is strictly repressed within phosphate-rich host plants to minimize fitness costs.


Subject(s)
Phosphates/metabolism , Plant Diseases/microbiology , Virulence Factors/metabolism , Xanthomonas/pathogenicity , Gene Expression Regulation, Bacterial , Virulence , Virulence Factors/genetics
5.
J Proteomics ; 160: 21-27, 2017 05 08.
Article in English | MEDLINE | ID: mdl-28336331

ABSTRACT

Neutral loss and internal product ions have been found to be significant in both peptide and protein tandem mass spectra and they have been proposed to be included in database search and for protein identification. In addition to common canonical b/y ions in collision-based dissociation or c/z ions in electron-based dissociation, inclusion of neutral loss and internal product ions would certainly make better use of tandem mass spectra data; however, their ultimate utility for protein identification with false discovery rate control remains unclear. Here we report our proteome-level utility benchmarking of neutral loss and internal product ions with tandem mass spectra of intact E. coli proteome. Utility of internal product ions was further evaluated at the protein level using selected tandem mass spectra of individual E. coli proteins. We found that both neutral loss and internal products ions do not have direct utility for protein identification when they were used for scoring of P Score; but they do have indirect utility for provision of more canonical b/y ions when they are included in the database search and overlapping ions between different ion types are resolved. BIOLOGICAL SIGNIFICANCE: Tandem mass spectrometry has evolved to be a state-of-the-art method for characterization of protein primary structures (including amino acid sequence, post-translational modifications (PTMs) as well as their site location), where full study and utilization tandem mass spectra and product ions are indispensable. This primary structure information is essential for higher order structure and eventual function study of proteins.


Subject(s)
Escherichia coli/chemistry , Proteome/analysis , Tandem Mass Spectrometry/methods , Amino Acid Sequence , Databases, Protein/standards , Escherichia coli Proteins/analysis , Ions , Peptides/analysis , Protein Processing, Post-Translational , Proteins/analysis
6.
Anal Chem ; 88(14): 7198-205, 2016 07 19.
Article in English | MEDLINE | ID: mdl-27359340

ABSTRACT

Protein structural and functional studies rely on complete qualitative and quantitative information on protein species (proteoforms); thus, it is important to quantify differentially expressed proteins at their molecular level. Here we report our development of universal pseudoisobaric dimethyl labeling (pIDL) of amino groups at both the N-terminal and lysine residues for relative quantitation of intact proteins. Initial proof-of-principle study was conducted on standard protein myoglobin and hepatocellular proteomes (HepG2 vs LO2). The amino groups from both the N-terminal and lysine were dimethylated with HXHO (X = (13)C or C) and NaBY3CN (Y = H or D). At the standard protein level, labeling efficiency, effect of product ion size, and mass resolution on quantitation accuracy were explored; and a good linear quantitation dynamic range up to 50-fold was obtained. For the hepatocellular proteome samples, 33 proteins were quantified with RSD ≤ 10% from one-dimensional reversed phase liquid chromatography-tandem mass spectrometry (RPLC-MS/MS) analysis of the 1:1 mixed samples. The method in this study can be extended to quantitation of other intact proteome systems. The universal "one-pot" dimethyl labeling of all the amino groups in a protein without the need of preblocking of those on the lysine residues is made possible by protein identification and quantitation analysis using ProteinGoggle 2.0 with customized databases of both precursor and product ions containing heavy isotopes.


Subject(s)
Myoglobin/analysis , Proteome/analysis , Carbon Isotopes , Chromatography, Liquid/methods , Deuterium , Hep G2 Cells , Humans , Isotope Labeling , Methylation , Molecular Structure , Myoglobin/chemistry , Oxidation-Reduction , Proteome/chemistry , Proteomics/methods , Tandem Mass Spectrometry/methods
7.
Rapid Commun Mass Spectrom ; 30(12): 1391-7, 2016 06 30.
Article in English | MEDLINE | ID: mdl-27197031

ABSTRACT

RATIONALE: The mass measurement accuracy (MMA) of Orbitrap mass spectrometers is 1-5 ppm according to the manufacturer's specification; yet, up to 50 ppm has been used as mass tolerance to interpret Orbitrap data in the literature. A systematic evaluation of MMA is thus necessary to find the optimal mass tolerance to be used. METHODS: Reversed-phase liquid chromatography/tandem mass spectrometry (RPLC/MS/MS) analyses of the intact E. coli proteome were carried out on a Q Exactive Orbitrap mass spectrometer coupled to a Dionex UltiMate 3000 RSLCnano system. The analysis included three technical replicates each day and was repeated for six continuous days right after a mass calibration. The obtained raw datasets were searched using ProteinGoggle 2.0 under four different mass tolerances of 5, 10, 15, and 20 ppm. RESULTS: With both forward and random database searches and FDR ≤1% at the spectrum level, the most protein spectrum matches and protein IDs were obtained at a mass tolerance of 15 ppm. The average mass accuracy of both precursor and product ions from three representative high, medium, and low abundance proteins as well as the common proteins identified in all the 18 replicate runs was found to be 0-4 ppm; and no significant drift of measured mass accuracy was observed within the calibration period of 1 week. CONCLUSIONS: Despite the mass measurement accuracy of 1-5 ppm of the Orbitrap stated by the manufacturer, the optimal mass tolerance for protein identification was found to be 15 ppm for both the precursor and product ions. Weekly mass calibration is appropriate because no significant drift in MMA was found within the 6-day period. Copyright © 2016 John Wiley & Sons, Ltd.


Subject(s)
Chromatography, Reverse-Phase , Proteome , Tandem Mass Spectrometry , Escherichia coli , Humans , Ions
8.
Sci Rep ; 5: 14755, 2015 Oct 06.
Article in English | MEDLINE | ID: mdl-26439836

ABSTRACT

It has long been an analytical challenge to accurately and efficiently resolve extremely dense overlapping isotopic envelopes (OIEs) in protein tandem mass spectra to confidently identify proteins. Here, we report a computationally efficient method, called OIE_CARE, to resolve OIEs by calculating the relative deviation between the ideal and observed experimental abundance. In the OIE_CARE method, the ideal experimental abundance of a particular overlapping isotopic peak (OIP) is first calculated for all the OIEs sharing this OIP. The relative deviation (RD) of the overall observed experimental abundance of this OIP relative to the summed ideal value is then calculated. The final individual abundance of the OIP for each OIE is the individual ideal experimental abundance multiplied by 1 + RD. Initial studies were performed using higher-energy collisional dissociation tandem mass spectra on myoglobin (with direct infusion) and the intact E. coli proteome (with liquid chromatographic separation). Comprehensive data at the protein and proteome levels, high confidence and good reproducibility were achieved. The resolving method reported here can, in principle, be extended to resolve any envelope-type overlapping data for which the corresponding theoretical reference values are available.


Subject(s)
Escherichia coli Proteins/metabolism , Escherichia coli/metabolism , Myoglobin/metabolism , Proteome/analysis , Acetylation , Algorithms , Amino Acid Sequence , Chromatography, Liquid , Escherichia coli Proteins/chemistry , Methylation , Molecular Sequence Data , Myoglobin/chemistry , Reproducibility of Results , Tandem Mass Spectrometry
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