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1.
Anal Chem ; 83(4): 1469-74, 2011 Feb 15.
Article in English | MEDLINE | ID: mdl-21275378

ABSTRACT

Improving analytical precision is a major goal in quantitative differential proteomics as high precision ensures low numbers of outliers, a source of false positives with regard to quantification. In addition, higher precision increases statistical power, i.e., the probability to detect significant differences. With chemical labeling using isobaric tags for relative and absolute quantitation (iTRAQ) or tandem mass tag (TMT) reagents, quantification is based on the extraction of reporter ions from tandem mass spectrometry (MS/MS) spectra. We compared the performance of two versions of the LTQ Orbitrap higher energy collisional dissociation (HCD) cell with and without an axial electric field with regard to reporter ion quantification. The HCD cell with the axial electric field was designed to push fragment ions into the C-trap and this version is mounted in current Orbitrap XL ETD and Orbitrap Velos instruments. Our goal was to evaluate whether the purported improvement in ion transmission had a measurable impact on the precision of MS/MS based quantification using peptide labeling with isobaric tags. We show that the axial electric field led to an increased percentage of HCD spectra in which the complete set of reporter ions was detected and, even more important, to a reduction in overall variance, i.e., improved analytical precision of the acquired data. Notably, adequate precision of HCD-based quantification was maintained even for low precursor ion intensities of a complex biological sample. These findings may help researchers in their design of quantitative proteomics studies using isobaric tags and establish HCD-based quantification on the LTQ Orbitrap as a highly precise approach in quantitative proteomics.


Subject(s)
Mass Spectrometry/methods , Proteomics/methods , Electron Transport , HeLa Cells , Humans , Indicators and Reagents/chemistry , Proteins/analysis , Proteins/chemistry , Staining and Labeling
2.
Med Microbiol Immunol ; 196(2): 103-14, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17206452

ABSTRACT

Peptidomic analysis using Differential Peptide Display (DPD) of human peripheral blood mononuclear cells (PBMC) mock-infected or persistently infected by Chlamydia trachomatis (CT) revealed 10 peptides, expressed upon CT infection. Analysis of these 10 candidates by tandem mass spectrometry enabled the determination of seven candidates as fragments from the precursors (I) ferritin heavy chain subunit, (II) HLA class II histocompatibility antigen, (III) vimentin, (IV) indoleamine 2,3-dioxygenase, (V and VI) pre-B cell enhancing factor (PBEF), and (VII) Interleukin-8 (CXCL8). The identified candidates proved the presence of anti-bacterial and immunologically active monocytic proteins after CT infection.


Subject(s)
Chlamydia trachomatis/immunology , Monocytes/metabolism , Monocytes/microbiology , Peptides/isolation & purification , Peptides/metabolism , Chlamydia trachomatis/pathogenicity , Chlamydia trachomatis/physiology , Cytokines/immunology , Cytokines/metabolism , Humans , Monocytes/immunology , Peptides/immunology , Tandem Mass Spectrometry
3.
Proteomics ; 5(13): 3414-22, 2005 Aug.
Article in English | MEDLINE | ID: mdl-16038021

ABSTRACT

The human Plasma Proteome Project pilot phase aims to analyze serum and plasma specimens to elucidate specimen characteristics by various proteomic techniques to ensure sufficient sample quality for the HUPO main phase. We used our proprietary peptidomics technologies to analyze the samples distributed by HUPO. Peptidomics summarizes technologies for visualization, quantitation, and identification of the low-molecular-weight proteome (<15 kDa), the "peptidome." We analyzed all four HUPO specimens (EDTA plasma, citrate plasma, heparin plasma, and serum) from African- and Asian-American donors and compared them to in-house collected Caucasian specimens. One main finding focuses on the most suitable method of plasma specimen collection. Gentle platelet removal from plasma samples is beneficial for improved specificity. Platelet contamination or activation of platelets by low temperature prior to their removal leads to distinct and multiple peptide signals in plasma samples. Two different specimen collection protocols for platelet-poor plasma are recommended. Further emphasis is placed on the differences between plasma and serum on a peptidomic level. A large number of peptides, many of them in rather high abundance, are only present in serum and not detectable in plasma. This ex vivo generation of multiple peptides hampers discovery efforts and is caused by a variety of factors: the release of platelet-derived peptides, other peptides derived from cellular components or the clot, enzymatic activities of coagulation cascades, and other proteases. We conclude that specimen collection is a crucial step for successful peptide biomarker discovery in human blood samples. For analysis of the low-molecular-weight proteome, we recommend the use of platelet-depleted EDTA or citrate plasma.


Subject(s)
Blood Proteins/chemistry , Blood Proteins/isolation & purification , Mass Spectrometry/methods , Peptides/chemistry , Proteomics/methods , Anticoagulants/pharmacology , Biomarkers , Blood Platelets/chemistry , Blood Platelets/metabolism , Blood Specimen Collection , Centrifugation , Citrates/pharmacology , Computational Biology , Edetic Acid/pharmacology , Humans , Proteome , Specimen Handling , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Temperature , Ultrafiltration
4.
Proteomics ; 5(11): 2789-98, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15986335

ABSTRACT

Profiling of peptides and small proteins from either human body fluids or tissues by chromatography and subsequent mass spectrometry reveals several thousand individual peptide signals per sample. Any peptide is an intermediate in the course of biosynthesis, post-translational modification (PTM), proteolytic processing and degradation. Changes in the concentration of one peptide often affects the concentration of the other, hence a challenge consists in the development of suitable tools to turn this large amount of data into biologically relevant information. Comprehensive statistical analysis of the peptide profiling data allows associating peptides, which are closely related in terms of peptide biochemistry. Here, the bioinformatic concept of peptide networks, correlation-associated peptide networks (CANs), is introduced. Peptides with statistical similarity of their concentrations are grouped in form of networks, and these networks are interpreted in terms of peptide biochemistry. The spectrum of functional relationships found in cerebrospinal fluid CAN covers PTM and proteolytic degradation of peptides, clearance processing in the complement cascade, common secretion of peptides by neuroendocrine cells as well as ubiquitin-mediated degradation. Our results indicate that CAN is a powerful bioinformatic tool for the systematic analysis and interpretation of large peptidomics and proteomics data and helps to discover novel bioactive and diagnostic peptides.


Subject(s)
Computational Biology/methods , Peptide Mapping/methods , Peptides/cerebrospinal fluid , Chemical Fractionation , Chromatography, Liquid , Combinatorial Chemistry Techniques , Computer Simulation , Databases, Protein , Humans , Molecular Mimicry , Protein Array Analysis , Protein Processing, Post-Translational , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
5.
J Mass Spectrom ; 40(2): 214-26, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15706632

ABSTRACT

Recent work on protein and peptide biomarker patterns revealed the difficulties in identifying their molecular components, which is indispensable for validation of the biological context. Cerebrospinal fluid and brain tissue are used as sources to discover new biomarkers, e.g. for neurodegenerative diseases. Many of these biomarker candidates are peptides with a molecular mass of <10 kDa. Their identification is favourably achieved with a 'top-down' approach, because this requires less purification and an enzymatic cleavage will often not yield enough specific fragments for successful database searches. Here, we describe an approach using quadrupole time-of-flight mass spectrometry (TOFMS) as a highly efficient mass spectrometric purification and identification tool after off-line decomplexation of biological samples by liquid chromatography. After initial peptidomic screening with matrix-assisted laser desorption/ionization (MALDI) TOFMS, the elution behaviour in chromatography and the exact molecular mass were used to locate the same signals in nanoelectrospray measurements. Most of the peaks detected in MALDI-TOFMS could be retrieved in nanoelectrospray quadrupole TOFMS. Suitable collision energies for informative fragment spectra were investigated for different parent ions, charge states and molecular masses. After collision-induced dissociation, the resulting fragmentation data of multiply charged ions can become much more complicated than those derived from tryptic peptide digests. However, the mass accuracy and resolution of quadrupole TOF instruments results in high-quality data suitable for determining peptide sequences. The protein precursor, proteolytic processing and post-translational modifications were identified by automated database searches. This is demonstrated by the exemplary identifications of thymosin beta-4 (5.0 kDa) and NPY (4.3 kDa) from rat hypothalamic tissue and ubiquitin (8.6 kDa) from human cerebrospinal fluid. The high data quality should also allow for de novo identification. This methodology is generally applicable for peptides up to a molecular mass of about 10 kDa from body fluids, tissues or other biological sources.


Subject(s)
Brain Chemistry , Cerebrospinal Fluid/chemistry , Neuropeptides/analysis , Amino Acid Sequence , Animals , Chromatography, Liquid , Humans , Molecular Sequence Data , Molecular Weight , Nanotechnology , Neuropeptide Y/analysis , Neuropeptide Y/chemistry , Peptide Mapping , Protein Array Analysis , Rats , Spectrometry, Mass, Electrospray Ionization/methods , Thymosin/analysis , Ubiquitin/analysis , Ubiquitin/chemistry
6.
Comb Chem High Throughput Screen ; 8(8): 789-99, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16464166

ABSTRACT

During the course of biosynthesis, processing and degradation of a peptide, many structurally related intermediate peptide products are generated. Human body fluids and tissues contain several thousand peptides that can be profiled by reversed-phase chromatography and subsequent MALDI-ToF-mass spectrometry. Correlation-Associated Peptide Networks (CAN) efficiently detect structural and biological relations of peptides, based on statistical analysis of peptide concentrations. We combined CAN with recognition of probable cleavage sites for peptidases and proteases in cerebrospinal fluid, resulting in a model able to predict the sequence of unknown peptides with high accuracy. On the basis of this approach, identification of peptide coordinates can be prioritized, and a rapid overview of the peptide content of a novel sample source can be obtained.


Subject(s)
Biomarkers, Tumor , Neoplasm Transplantation/physiology , Peptides/chemistry , Severe Combined Immunodeficiency/metabolism , Animals , Cell Line, Tumor , Female , Mice , Mice, SCID , Peptide Library , Peptides/genetics , Spectrometry, Mass, Electrospray Ionization , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
7.
Clin Chem ; 50(3): 545-51, 2004 Mar.
Article in English | MEDLINE | ID: mdl-14726471

ABSTRACT

BACKGROUND: The Val34Leu mutation in the activation peptide of factor XIII (FXIIIA) correlates with a lower incidence of myocardial infarction and ischemic stroke but an increased risk for hemorrhagic stroke. We describe mass spectrometric detection of the activation peptide variants in human serum. METHODS: We used differential peptide display (DPD) to compare comprehensive peptide maps from pairs of serum samples from healthy volunteers. Peptides were separated by liquid chromatography, and fractions were subjected to mass spectrometry. Mass spectra of all fractions were combined, giving a peptide map representing a two-dimensional display of peptide masses. After comparison of peptide mass maps, peptides that differentiated FXIIIA phenotypes were identified by mass spectrometry. RESULTS: Val34Leu polymorphisms of the activation peptide of FXIIIA were identified in 20 serum samples from 10 volunteers by DPD, and their sequences were confirmed by nanoelectrospray-ionization quadrupole time-of-flight mass spectrometry. Analysis of three (V34V, V34L, and L34L) phenotypes was confirmed by allele-specific genotypic analysis in all (n = 10) volunteers. CONCLUSION: DPD provides a simple and easy-to-use phenotype assay with advantages over PCR-based assays in being faster and directly analyzing the compound of interest.


Subject(s)
Factor VIII/genetics , Leucine/genetics , Peptides/blood , Valine/genetics , Adult , Chromatography, High Pressure Liquid , Humans , Male , Mass Spectrometry , Peptide Fragments/blood , Phenotype , Polymorphism, Genetic , Proteomics/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
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