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1.
J Mol Histol ; 51(5): 559-571, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32794037

ABSTRACT

Severe aortic stenosis (AS) is prevalent in adults ≥ 65 years, a significant cause of morbidity and mortality, with no medical therapy. Lipid and proteomic alterations of human AS tissue were determined using mass spectrometry imaging (MSI) and liquid chromatography electrospray ionization tandem mass spectrometry (LC-ESI-MS/MS) to understand histopathology, potential biomarkers of disease, and progression from non-calcified to calcified phenotype. A reproducible MSI method was developed using healthy murine aortic valves (n = 3) and subsequently applied to human AS (n = 2). Relative lipid levels were spatially mapped and associated with different microdomains. Proteomics for non-calcified and calcified microdomains were performed to ascertain differences in expression. Increased pro-osteogenic and inflammatory lysophosphatidylcholine (LPC) 16:0 and 18:0 were co-localized with calcified microdomains. Proteomics analysis identified differential patterns in calcified microdomains with high LPC and low cholesterol as compared to non-calcified microdomains with low LPC and high cholesterol. Calcified microdomains had higher levels of: apolipoproteins (Apo) B-100 (p < 0.001) and Apo A-IV (p < 0.001), complement C3 and C4-B (p < 0.001), C5 (p = 0.007), C8 beta chain (p = 0.013) and C9 (p = 0.010), antithrombotic proteins alpha-2-macroglobulin (p < 0.0001) and antithrombin III (p = 0.002), and higher anti-calcific fetuin-A (p = 0.02), while the osteoblast differentiating factor transgelin (p < 0.0001), extracellular matrix proteins versican, prolargin, and lumican ( p < 0.001) and regulator protein complement factor H (p < 0.001) were higher in non-calcified microdomains. A combined lipidomic and proteomic approach provided insight into factors potentially contributing to progression from non-calcified to calcific disease in severe AS. Additional studies of these candidates and protein networks could yield new targets for slowing progression of AS.


Subject(s)
Aortic Valve Stenosis/metabolism , Biomarkers , Lipids/blood , Mass Spectrometry , Proteome , Proteomics , Animals , Aortic Valve/metabolism , Aortic Valve/pathology , Aortic Valve Stenosis/diagnosis , Aortic Valve Stenosis/etiology , Chromatography, Liquid , Disease Models, Animal , Humans , Mice , Proteomics/methods , Severity of Illness Index , Spectrometry, Mass, Electrospray Ionization , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
2.
Am J Pathol ; 187(7): 1523-1536, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28499703

ABSTRACT

Invasion is a hallmark of advanced head and neck squamous cell carcinoma (HNSCC). We previously determined that low relative miR-375 expression was associated with poor patient prognosis. HNSCC cells with increased miR-375 expression have lower invasive properties and impaired invadopodium activity. Using stable isotope labeling with amino acids in cell culture and reverse-phase liquid chromatography mass spectrometry, we assessed the impact of miR-375 expression on protein levels in UM-SCC-1 cells. Increased miR-375 expression was associated with down-regulation of proteins involved in cellular assembly and organization, death and survival, and movement. Two invasion-associated proteins, vimentin and L-plastin, were strongly down-regulated by miR-375. Luciferase reporter assays demonstrated that high miR-375 expression reduced vimentin promoter activity, suggesting that vimentin is an indirect target of miR-375. Runt-related transcription factor 1 (RUNX1) is a potential miR-375 direct target, and its knockdown reduced vimentin and L-plastin expression. Data in The Cancer Genome Atlas HNSCC database showed a significant inverse correlation between miR-375 expression and RUNX1, vimentin, and L-plastin RNA expression. These clinical correlations validate our in vitro model findings and support a mechanism in which miR-375 suppresses RUNX1 levels, resulting in reduced vimentin and L-plastin expression. Furthermore, knockdown of RUNX1, L-plastin, and vimentin resulted in significant reductions in cell invasion in vitro, indicating the functional significance of miR-375 regulation of specific proteins involved in HNSCC invasion.


Subject(s)
Carcinoma, Squamous Cell/genetics , Core Binding Factor Alpha 2 Subunit/genetics , Head and Neck Neoplasms/genetics , MicroRNAs/genetics , Microfilament Proteins/genetics , Neoplasm Proteins/genetics , Vimentin/genetics , Core Binding Factor Alpha 2 Subunit/isolation & purification , Core Binding Factor Alpha 2 Subunit/metabolism , Down-Regulation , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Humans , Microfilament Proteins/isolation & purification , Microfilament Proteins/metabolism , Models, Biological , Neoplasm Invasiveness , Neoplasm Proteins/isolation & purification , Neoplasm Proteins/metabolism , Proteomics , Squamous Cell Carcinoma of Head and Neck , Vimentin/isolation & purification , Vimentin/metabolism
3.
J Nutr Biochem ; 31: 10-9, 2016 05.
Article in English | MEDLINE | ID: mdl-27133419

ABSTRACT

Chronic overnutrition, for instance, high-fat diet (HFD) feeding, is a major cause of rapidly growing incidence of metabolic syndromes. However, the mechanisms underlying HFD-induced adverse effects on human health are not clearly understood. HFD-fed C57BL6/J mouse has been a popular model employed to investigate the mechanisms. Yet, there is no systematic and comprehensive study of the impact of HFD on the protein profiles of the animal. Here, we present a proteome-wide study of the consequences of long-term HFD feeding. Utilizing a powerful technology, stable isotope labeling of mammals, we detected and quantitatively compared 965 proteins extracted from livers of chow-diet-fed and HFD-fed mice. Among which, 122 proteins were significantly modulated by HFD. Fifty-four percent of those 122 proteins are involved in metabolic processes and the majority participate in lipid metabolism. HFD up-regulates proteins that play important roles in fatty acid uptake and subsequent oxidation and are linked to the transcription factors PPARα and PGC-1α. HFD suppresses lipid biosynthesis-related proteins that play major roles in de novo lipogenesis and are linked to SREBP-1 and PPARγ. These data suggest that HFD-fed mice tend to develop enhanced fat utilization and suppressed lipid biosynthesis, understandably a self-protective mechanism to counteract to excessive fat loading, which causes liver steatosis. Enhanced fatty acid oxidation increases reactive oxygen species and inhibits glucose oxidation, which are associated with hyperglycemia and insulin resistance. This proteomics study provides molecular understanding of HFD-induced pathology and identifies potential targets for development of therapeutics for metabolic syndromes.


Subject(s)
Diet, High-Fat/adverse effects , Liver/metabolism , Proteome/metabolism , Animals , Fatty Liver/etiology , Mice , Mice, Inbred C57BL , Obesity/etiology
4.
Biol Psychiatry ; 79(5): 415-420, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26520239

ABSTRACT

Matrix-assisted laser desorption ionization (MALDI) imaging mass spectrometry (IMS) (MALDI-IMS) provides a technical means for simultaneous analysis of precise anatomic localization and regulation of peptides. We explored the technical capability of matrix-assisted laser desorption ionization mass spectrometry for characterization of peptidomic regulation by an addictive substance along two distinct projection systems in the mouse striatum. The spatial expression patterns of substance P and proenkephalin, marker neuropeptides of two distinct striatal projection neurons, were negatively correlated at baseline. We detected 768 mass/charge (m/z) peaks whose expression levels were mostly negatively and positively correlated with expression levels of substance P and proenkephalin A (amino acids 218-228), respectively, within the dorsal striatum. After nicotine administration, there was a positive shift in correlation of mass/charge peak expression levels with substance P and proenkephalin A (218-228). Our exploratory analyses demonstrate the technical capacity of MALDI-IMS for comprehensive identification of peptidomic regulation patterns along histochemically distinguishable striatal projection pathways.


Subject(s)
Enkephalins/metabolism , Neostriatum/metabolism , Neuropeptides/metabolism , Protein Precursors/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Animals , Male , Mice , Mice, Inbred C57BL
5.
J Immunol ; 194(7): 3246-58, 2015 Apr 01.
Article in English | MEDLINE | ID: mdl-25716997

ABSTRACT

Despite successful combined antiretroviral therapy, ∼ 60% of HIV-infected people exhibit HIV-associated neurocognitive disorders (HAND). CCL2 is elevated in the CNS of infected people with HAND and mediates monocyte influx into the CNS, which is critical in neuroAIDS. Many HIV-infected opiate abusers have increased neuroinflammation that may augment HAND. Buprenorphine is used to treat opiate addiction. However, there are few studies that examine its impact on HIV neuropathogenesis. We show that buprenorphine reduces the chemotactic phenotype of monocytes. Buprenorphine decreases the formation of membrane projections in response to CCL2. It also decreases CCL2-induced chemotaxis and mediates a delay in reinsertion of the CCL2 receptor, CCR2, into the cell membrane after CCL2-mediated receptor internalization, suggesting a mechanism of action of buprenorphine. Signaling pathways in CCL2-induced migration include increased phosphorylation of p38 MAPK and of the junctional protein JAM-A. We show that buprenorphine decreases these phosphorylations in CCL2-treated monocytes. Using DAMGO, CTAP, and Nor-BNI, we demonstrate that the effect of buprenorphine on CCL2 signaling is opioid receptor mediated. To identify additional potential mechanisms by which buprenorphine inhibits CCL2-induced monocyte migration, we performed proteomic analyses to characterize additional proteins in monocytes whose phosphorylation after CCL2 treatment was inhibited by buprenorphine. Leukosialin and S100A9 were identified and had not been shown previously to be involved in monocyte migration. We propose that buprenorphine limits CCL2-mediated monocyte transmigration into the CNS, thereby reducing neuroinflammation characteristic of HAND. Our findings underscore the use of buprenorphine as a therapeutic for neuroinflammation as well as for addiction.


Subject(s)
Chemokine CCL2/metabolism , Chemotaxis, Leukocyte/immunology , Monocytes/immunology , Monocytes/metabolism , Analgesics, Opioid/pharmacology , Buprenorphine/pharmacology , Cell Adhesion Molecules/metabolism , Cell Membrane/drug effects , Cell Membrane/metabolism , Chemotaxis, Leukocyte/drug effects , Humans , Monocytes/drug effects , Phenotype , Phosphopeptides/metabolism , Phosphorylation , Proteome , Proteomics , Receptors, CCR2/metabolism , Receptors, Cell Surface/metabolism , Receptors, Opioid/metabolism , p38 Mitogen-Activated Protein Kinases/metabolism
6.
Arch Pathol Lab Med ; 139(4): 494-507, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25295583

ABSTRACT

CONTEXT: Global proteomic analysis of oral cavity squamous cell carcinoma was performed to identify changes that reflect patient outcomes. OBJECTIVES: To identify differentially expressed proteins associated with patient outcomes and to explore the use of imaging mass spectrometry as a clinical tool to identify clinically relevant proteins. DESIGN: Two-dimensional separation of digested peptides generated from 43 specimens with high-resolution mass spectrometry identified proteins associated with disease-specific death, distant metastasis, and loco-regional recurrence. RNA expressions had been correlated to protein levels to test transcriptional regulation of clinically relevant proteins. Imaging mass spectrometry explored an alternative platform for assessing clinically relevant proteins that would complement surgical pathologic diagnosis. RESULTS: Seventy-two peptide features were found to be associated with 3 patient outcomes: disease-specific death (9), distant metastasis (16), and loco-regional recurrence (39); 8 of them were associated with multiple outcomes. Functional ontology revealed major changes in cell adhesion and calcium binding. Thirteen RNAs showed strong correlation with their encoded proteins, implying transcriptional control. Reduction of DSP, PKP1, and TRIM29 was associated with significantly shorter time to onset of distant metastasis. Reduction of PKP1 and TRIM29 correlated with poorer disease-specific survival. Additionally, S100A8 and S100A9 reductions were verified for their association with poor prognosis using imaging mass spectrometry, a platform more adaptable for use with surgical pathology. CONCLUSIONS: Using global proteomic analysis, we have identified proteins associated with clinical outcomes. The list of clinically relevant proteins observed will provide a means to develop clinical assays for prognosis and optimizing treatment selection.


Subject(s)
Carcinoma, Squamous Cell/metabolism , Mouth Neoplasms/metabolism , Proteome/metabolism , Proteomics/methods , Aged , Carcinoma, Squamous Cell/genetics , Chromatography, Liquid , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Mouth Neoplasms/genetics , Peptides/chemistry , Peptides/metabolism , Prognosis , Proteome/genetics , Sequence Analysis, Protein , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tandem Mass Spectrometry
7.
Biochem Biophys Res Commun ; 451(2): 308-13, 2014 Aug 22.
Article in English | MEDLINE | ID: mdl-25088994

ABSTRACT

Menin is a gene product of multiple endocrine neoplasia type1 (Men1), an inherited familial cancer syndrome characterized by tumors of endocrine tissues. To gain insight about how menin performs an endocrine cell-specific tumor suppressor function, we investigated the possibility that menin was integrated in a cancer-associated inflammatory pathway in a cell type-specific manner. Here, we showed that the expression of IL-6, a proinflammatory cytokine, was specifically elevated in mouse islet tumor cells upon depletion of menin and Men(-/-) MEF cells, but not in hepatocellular carcinoma cells. Histone H3 lysine (K) 9 methylation, but not H3 K27 or K4 methylation, was involved in menin-dependent IL-6 regulation. Menin occupied the IL-6 promoter and recruited SUV39H1 to induce H3 K9 methylation. Our findings provide a molecular insight that menin-dependent induction of H3 K9 methylation in the cancer-associated interleukin gene might be linked to preventing endocrine-specific tumorigenesis.


Subject(s)
Insulinoma/genetics , Insulinoma/metabolism , Interleukin-6/genetics , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Proto-Oncogene Proteins/metabolism , Tumor Suppressor Proteins/metabolism , Animals , Cell Line, Tumor , Cells, Cultured , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , HeLa Cells , Hep G2 Cells , Histamine N-Methyltransferase/metabolism , Humans , Interleukin-6/metabolism , Mice , Mice, Knockout , Promoter Regions, Genetic , Proto-Oncogene Proteins/antagonists & inhibitors , Proto-Oncogene Proteins/deficiency , Proto-Oncogene Proteins/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Tumor Suppressor Proteins/deficiency , Tumor Suppressor Proteins/genetics
8.
PLoS One ; 9(3): e90137, 2014.
Article in English | MEDLINE | ID: mdl-24598864

ABSTRACT

Chronic over-nutrition is a major contributor to the spread of obesity and its related metabolic disorders. Development of therapeutics has been slow compared to the speedy increase in occurrence of these metabolic disorders. We have identified a natural compound, mangiferin (MGF) (a predominant component of the plants of Anemarrhena asphodeloides and Mangifera indica), that can protect against high fat diet (HFD) induced obesity, hyperglycemia, insulin resistance and hyperlipidemia in mice. However, the molecular mechanisms whereby MGF exerts these beneficial effects are unknown. To understand MGF mechanisms of action, we performed unbiased quantitative proteomic analysis of protein profiles in liver of mice fed with HFD utilizing 15N metabolically labeled liver proteins as internal standards. We found that out of 865 quantified proteins 87 of them were significantly differentially regulated by MGF. Among those 87 proteins, 50% of them are involved in two major processes, energy metabolism and biosynthesis of metabolites. Further classification indicated that MGF increased proteins important for mitochondrial biogenesis and oxidative activity including oxoglutarate dehydrogenase E1 (Dhtkd1) and cytochrome c oxidase subunit 6B1 (Cox6b1). Conversely, MGF reduced proteins critical for lipogenesis such as fatty acid stearoyl-CoA desaturase 1 (Scd1) and acetyl-CoA carboxylase 1 (Acac1). These mass spectrometry data were confirmed and validated by western blot assays. Together, data indicate that MGF upregulates proteins pivotal for mitochondrial bioenergetics and downregulates proteins controlling de novo lipogenesis. This novel mode of dual pharmacodynamic actions enables MGF to enhance energy expenditure and inhibit lipogenesis, and thereby correct HFD induced liver steatosis and prevent adiposity. This provides a molecular basis supporting development of MGF or its metabolites into therapeutics to treat metabolic disorders.


Subject(s)
Anti-Obesity Agents/pharmacology , Diet, High-Fat/adverse effects , Liver/drug effects , Obesity/drug therapy , Xanthones/pharmacology , Animals , Anti-Obesity Agents/therapeutic use , Cells, Cultured , Energy Metabolism/drug effects , Lipid Metabolism/drug effects , Lipids/blood , Liver/pathology , Metabolic Networks and Pathways , Mice, Inbred C57BL , Mitochondria/drug effects , Mitochondria/metabolism , Obesity/blood , Obesity/etiology , Organ Size/drug effects , Proteome/metabolism , Xanthones/therapeutic use
9.
J Proteomics ; 99: 152-168, 2014 Mar 17.
Article in English | MEDLINE | ID: mdl-24503185

ABSTRACT

The tumor microenvironment including glial cells and their inflammatory products regulates brain tumor development and progression. We have previously established that human glioma cells are exquisitely sensitive to IL-1 stimulation leading us to undertake a comparative analysis of the secretome of unstimulated and cytokine (IL-1)-stimulated glioblastoma cells. We performed label-free quantitative proteomic analysis and detected 190 proteins which included cytokines, chemokines, growth factors, proteases, cell adhesion molecules, extracellular matrix (ECM) and related proteins. Measuring area under the curve (AUC) of peptides for quantitation, the IL-1-induced secretome contained 13 upregulated and 5 downregulated extracellular proteins (p<0.05) compared to controls. Of these, IL-8, CCL2, TNC, Gal-1 and PTX3 were validated as upregulated and SERPINE1, STC2, CTGF and COL4A2 were validated as downregulated factors by immunochemical methods. A major representation of the ECM and related proteins in the glioblastoma secretome and their modulation by IL-1 suggested that IL-1 induces its effect in part by altering TGFß expression, activity and signaling. These findings enhance our understanding of IL-1-induced modulation of glioma microenvironment, with implications for increased tumor invasion, migration and angiogenesis. They further provide novel targets for the glioblastoma intervention. BIOLOGICAL SIGNIFICANCE: Present study is on an unbiased screening of the glioblastoma secretome stimulated by IL-1 which triggers neuroinflammatory cascades in the central nervous system. Network of secreted proteins were shown to be regulated revealing their possible contribution to glioma progression. Label free quantitative proteomics has provided unique novel targets for potential glioblastoma intervention.


Subject(s)
Cell Movement , Glioblastoma/metabolism , Interleukin-1/pharmacology , Neoplasm Proteins/metabolism , Neovascularization, Pathologic/metabolism , Proteome/metabolism , Tumor Microenvironment , Cell Line, Tumor , Glioblastoma/pathology , Humans , Neoplasm Invasiveness/pathology , Neovascularization, Pathologic/pathology
10.
J Am Chem Soc ; 134(3): 1468-70, 2012 Jan 25.
Article in English | MEDLINE | ID: mdl-22239413

ABSTRACT

An enzyme-stabilized nucleophilic water molecule has been implicated at the transition state of Escherichia coli methylthioadenosine nucleosidase (EcMTAN) by transition state analysis and crystallography. We analyzed the EcMTAN mass in complex with a femtomolar transition state analogue to determine whether the inhibitor and nucleophilic water could be detected in the gas phase. EcMTAN-inhibitor and EcMTAN-inhibitor-nucleophilic water complexes were identified by high-resolution mass spectrometry under nondenaturing conditions. The enzyme-inhibitor-water complex is sufficiently stable to exist in the gas phase.


Subject(s)
Deoxyadenosines/metabolism , Escherichia coli/enzymology , N-Glycosyl Hydrolases/metabolism , Thionucleosides/metabolism , Deoxyadenosines/chemistry , Mass Spectrometry , Models, Molecular , Substrate Specificity , Thionucleosides/chemistry
11.
Anal Biochem ; 418(1): 78-84, 2011 Nov 01.
Article in English | MEDLINE | ID: mdl-21802400

ABSTRACT

Differential detergent fractionation (DDF) is frequently used to partition fresh cells and tissues into distinct compartments. We have tested whether DDF can reproducibly extract and fractionate cellular protein components from frozen tissues. Frozen kidneys were sequentially extracted with three different buffer systems. Analysis of the three fractions with liquid chromatography-tandem mass spectrometry (LC-MS/MS) identified 1693 proteins, some of which were common to all fractions and others of which were unique to specific fractions. Normalized spectral index (SI(N)) values obtained from these data were compared to evaluate both the reproducibility of the method and the efficiency of enrichment. SI(N) values between replicate fractions demonstrated a high correlation, confirming the reproducibility of the method. Correlation coefficients across the three fractions were significantly lower than those for the replicates, supporting the capability of DDF to differentially fractionate proteins into separate compartments. Subcellular annotation of the proteins identified in each fraction demonstrated a significant enrichment of cytoplasmic, cell membrane, and nuclear proteins in the three respective buffer system fractions. We conclude that DDF can be applied to frozen tissue to generate reproducible proteome coverage discriminating subcellular compartments. This demonstrates the feasibility of analyzing cellular compartment-specific proteins in archived tissue samples with the simple DDF method.


Subject(s)
Frozen Sections , Proteome/analysis , Proteomics/methods , Subcellular Fractions/chemistry , Animals , Cell Fractionation/methods , Detergents/chemistry , Freezing , Mice , Mice, Inbred C57BL , Tandem Mass Spectrometry
12.
PLoS Pathog ; 5(5): e1000460, 2009 May.
Article in English | MEDLINE | ID: mdl-19478878

ABSTRACT

Tuberculous latency and reactivation play a significant role in the pathogenesis of tuberculosis, yet the mechanisms that regulate these processes remain unclear. The Mycobacterium tuberculosisuniversal stress protein (USP) homolog, rv2623, is among the most highly induced genes when the tubercle bacillus is subjected to hypoxia and nitrosative stress, conditions thought to promote latency. Induction of rv2623 also occurs when M. tuberculosis encounters conditions associated with growth arrest, such as the intracellular milieu of macrophages and in the lungs of mice with chronic tuberculosis. Therefore, we tested the hypothesis that Rv2623 regulates tuberculosis latency. We observed that an Rv2623-deficient mutant fails to establish chronic tuberculous infection in guinea pigs and mice, exhibiting a hypervirulence phenotype associated with increased bacterial burden and mortality. Consistent with this in vivo growth-regulatory role, constitutive overexpression of rv2623 attenuates mycobacterial growth in vitro. Biochemical analysis of purified Rv2623 suggested that this mycobacterial USP binds ATP, and the 2.9-A-resolution crystal structure revealed that Rv2623 engages ATP in a novel nucleotide-binding pocket. Structure-guided mutagenesis yielded Rv2623 mutants with reduced ATP-binding capacity. Analysis of mycobacteria overexpressing these mutants revealed that the in vitro growth-inhibitory property of Rv2623 correlates with its ability to bind ATP. Together, the results indicate that i) M. tuberculosis Rv2623 regulates mycobacterial growth in vitro and in vivo, and ii) Rv2623 is required for the entry of the tubercle bacillus into the chronic phase of infection in the host; in addition, iii) Rv2623 binds ATP; and iv) the growth-regulatory attribute of this USP is dependent on its ATP-binding activity. We propose that Rv2623 may function as an ATP-dependent signaling intermediate in a pathway that promotes persistent infection.


Subject(s)
Adenosine Triphosphate/metabolism , Bacterial Proteins/physiology , Carrier Proteins/physiology , Mycobacterium tuberculosis/growth & development , Tuberculosis/etiology , Animals , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Carrier Proteins/chemistry , Carrier Proteins/metabolism , Chronic Disease , Crystallography, X-Ray , Gene Expression Regulation, Bacterial , Guinea Pigs , Mice , Phosphate-Binding Proteins , Protein Binding , Tuberculosis/pathology
13.
Bioinformatics ; 24(8): 1070-7, 2008 Apr 15.
Article in English | MEDLINE | ID: mdl-18353791

ABSTRACT

MOTIVATION: Mass spectrometry data are subjected to considerable noise. Good noise models are required for proper detection and quantification of peptides. We have characterized noise in both quadrupole time-of-flight (Q-TOF) and ion trap data, and have constructed models for the noise. RESULTS: We find that the noise in Q-TOF data from Applied Biosystems QSTAR fits well to a combination of multinomial and Poisson model with detector dead-time correction. In comparison, ion trap noise from Agilent MSD-Trap-SL is larger than the Q-TOF noise and is proportional to Poisson noise. We then demonstrate that the noise model can be used to improve deisotoping for peptide detection, by estimating appropriate cutoffs of the goodness of fit parameter at prescribed error rates. The noise models also have implications in noise reduction, retention time alignment and significance testing for biomarker discovery.


Subject(s)
Artifacts , Models, Chemical , Proteins/chemistry , Sequence Analysis, Protein/methods , Spectrometry, Mass, Electrospray Ionization/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Computer Simulation , Models, Statistical , Proteins/analysis , Proteomics/methods , Reproducibility of Results , Sensitivity and Specificity
14.
J Proteome Res ; 6(12): 4667-76, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17979226

ABSTRACT

Sample preparation for neuropeptidomic studies is a critical issue since protein degradation can produce high levels of peptides that obscure the endogenous neuropeptides. We compared different extraction conditions for the recovery of neuropeptides and the formation of protein breakdown fragments from mouse hypothalami. Sonication and heating in water (70 degrees C for 20 min) followed by cold acid and centrifugation enabled the efficient extraction of many neuropeptides without the formation of protein degradation fragments seen with hot acid extractions. The hot water/cold acid extraction procedure resulted in the reproducible recovery of many hypothalamic peptides, including several novel peptides.


Subject(s)
Hypothalamus/chemistry , Hypothalamus/metabolism , Neuropeptides/isolation & purification , Amino Acid Sequence , Animals , Chromatography, Liquid , Female , Male , Mice , Mice, Inbred C57BL , Molecular Sequence Data , Neuropeptides/metabolism , Tandem Mass Spectrometry
15.
J Am Soc Mass Spectrom ; 18(8): 1499-506, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17583533

ABSTRACT

Oxidative modifications to the side chains of sulfur-containing amino acids often limit the number of product ions formed during collision-induced dissociation (CID) and thus make it difficult to obtain sequence information for oxidized peptides. In this work, we demonstrate that electron-transfer dissociation (ETD) can be used to improve the sequence information obtained from peptides with oxidized cysteine and methionine residues. In contrast to CID, ETD is found to be much less sensitive to the side-chain chemistry, enabling extensive sequence information to be obtained in cases where CID fails to provide this information. These results indicate that ETD is a valuable technique for studying oxidatively modified peptides and proteins. In addition, we report a unique and very abundant product ion that is formed in the CID spectra of peptides having N-terminal cysteine sulfinic acid residues. The mechanism for this unique dissociation pathway involves a six-membered cyclic intermediate and leads to the facile loss of NH(3) and SO(2), which corresponds to a mass loss of 81 Da. While the facile nature of this dissociation pathway limits the sequence information present in CID spectra of peptides with N-terminal cysteine sulfinic acid residues, extensive sequence information for these peptides can be obtained with ETD.


Subject(s)
Cystine/chemistry , Mass Spectrometry/methods , Methionine/chemistry , Peptides/chemistry , Amino Acid Sequence , Cystine/analysis , Methionine/analysis , Molecular Structure , Molecular Weight , Oxidation-Reduction , Sulfinic Acids/chemistry
16.
J Am Soc Mass Spectrom ; 18(3): 553-62, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17157528

ABSTRACT

Oxidative modifications to amino acid side chains can change the dissociation pathways of peptide ions, although these variations are most commonly observed when cysteine and methionine residues are oxidized. In this work we describe the very noticeable effect that oxidation of histidine residues can have on the dissociation patterns of peptide ions containing this residue. A common product ion spectral feature of doubly charged tryptic peptides is enhanced cleavage at the C-terminal side of histidine residues. This preferential cleavage arises as a result of the unique acid/base character of the imidazole side chain that initiates cleavage of a proximal peptide bond for ions in which the number of protons does not exceed the number of basic residues. We demonstrate here that this enhanced cleavage is eliminated when histidine is oxidized to 2-oxo-histidine because the proton affinity and nucleophilicity of the imidazole side chain are lowered. Furthermore, we find that oxidation of histidine to 2-oxo-histidine can cause the misassignment of oxidized residues when more than one oxidized isomer is simultaneously subjected to tandem mass spectrometry (MS/MS). These spectral misinterpretations can usually be avoided by using multiple stages of MS/MS (MS(n)) or by specially optimized liquid chromatographic separation conditions. When these approaches are not accessible or do not work, N-terminal derivatization with sulfobenzoic acid avoids the problem of mistakenly assigning oxidized residues.


Subject(s)
Histidine/chemistry , Ions/chemistry , Peptides/chemistry , Peptides/metabolism , Chromatography, High Pressure Liquid , Mass Spectrometry , Models, Chemical , Models, Molecular , Oxidation-Reduction , Tandem Mass Spectrometry
17.
J Am Soc Mass Spectrom ; 17(11): 1552-9, 2006 Nov.
Article in English | MEDLINE | ID: mdl-16872838

ABSTRACT

Metal-catalyzed oxidation (MCO) reactions and mass spectrometry (MS) can be used together to determine the amino acids bound to Cu in a metalloprotein. Selective oxidation of only amino acids bound to Cu during the MCO/MS approach relies on proper choice of the types and concentrations of the reducing and oxidizing agents. We show here that if these MCO reagent concentrations are "detuned" or varied slightly from optimal conditions, nonmetal-bound amino acids close to Cu can also be oxidized in a controlled manner. Using Cu/Zn superoxide dismutase as a model system, we demonstrate that amino acids up to 10 A from Cu can be modified as long as they are readily accessible to diffusing reactive oxygen species. UV/VIS spectroscopy and measurements of oxidation kinetics provide evidence that the protein's structural integrity around Cu is maintained during the detuned MCO reactions. Because this method can identify amino acids around Cu that have low solvent accessibility, it should complement other radical-based protein surface-mapping techniques.


Subject(s)
Amino Acids/analysis , Copper/chemistry , Spectrometry, Mass, Electrospray Ionization , Animals , Azurin/chemistry , Binding Sites , Catalysis , Cattle , Metalloproteins/chemistry , Oxidation-Reduction , Protein Conformation , Superoxide Dismutase/chemistry
18.
Anal Chem ; 78(7): 2432-8, 2006 Apr 01.
Article in English | MEDLINE | ID: mdl-16579630

ABSTRACT

We have identified conditions that allow metal-catalyzed oxidation (MCO) reactions and mass spectrometry (MS) to correctly identify binding sites of first-row transition metal ions to model peptides. This work extends the applicability of the MCO/MS method to metals other than Cu(II). When the appropriate reducing agent (ascorbate, 10 mM) and oxidizing agent concentrations (1 mM persulfate, atmospheric O2, or both) are used, metal-bound amino acids can be sufficiently and specifically oxidized for clear identification by MS. The MCO reactions with Mn(II), Fe(II), Co(II), and Ni(II) occur to lesser extents than with Cu(II), but oxidation is still extensive enough to allow easy identification of the metal-bound residues. With the exception of aspartic acid, the known metal-binding amino acids of angiotensin I and bacitracin A are oxidized, while no oxidation is observed at nonbinding residues. Failure to oxidize aspartic acid is likely due to the relatively slow reactivity of its carboxylic acid side chain with reactive oxygen species, suggesting that the current MCO/MS protocol is transparent to such acidic residues. Overall, this study indicates that, just as is possible for Cu(II), the MCO/MS method should be suitable for determining the Mn(II)-, Fe(II)-, Co(II)-, and Ni(II)-binding sites of metalloproteins.


Subject(s)
Mass Spectrometry , Transition Elements/chemistry , Amino Acid Sequence , Angiotensin I/chemistry , Angiotensin I/metabolism , Ascorbic Acid/pharmacology , Bacitracin/chemistry , Bacitracin/metabolism , Binding Sites , Carboxylic Acids/chemistry , Carboxylic Acids/metabolism , Catalysis , Copper/chemistry , Copper/metabolism , Molecular Sequence Data , Oxidation-Reduction , Reactive Oxygen Species/chemistry , Reactive Oxygen Species/metabolism , Sulfates/pharmacology , Transition Elements/metabolism
19.
Mass Spectrom Rev ; 25(2): 327-44, 2006.
Article in English | MEDLINE | ID: mdl-16404746

ABSTRACT

Neuropeptides perform a large variety of functions as intercellular signaling molecules. While most proteomic studies involve digestion of the proteins with trypsin or other proteases, peptidomics studies usually analyze the native peptide forms. Neuropeptides can be studied by using mass spectrometry for identification and quantitation. In many cases, mass spectrometry provides an understanding of the precise molecular form of the native peptide, including post-translational cleavages and other modifications. Quantitative peptidomics studies generally use differential isotopic tags to label two sets of extracted peptides, as done with proteomic studies, except that the Cys-based reagents typically used for quantitation of proteins are not suitable because most peptides lack Cys residues. Instead, a number of amine-specific labels have been created and some of these are useful for peptide quantitation by mass spectrometry. In this review, peptidomics techniques are discussed along with the major findings of many recent studies and future directions for the field.


Subject(s)
Endocrine System/chemistry , Mass Spectrometry/methods , Neuropeptides/analysis , Proteomics/methods , Animals , Humans , Neuropeptides/chemistry
20.
J Neurochem ; 96(4): 1169-81, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16417576

ABSTRACT

The biosynthesis of most neuropeptides and peptide hormones requires a carboxypeptidase such as carboxypeptidase E, which is inactive in Cpe(fat/fat) mice due to a naturally occurring point mutation. To assess the role of carboxypeptidase E in the processing of peptides in the prefrontal cortex, we used a quantitative peptidomics approach to examine the relative levels of peptides in Cpe(fat/fat) versus wild-type mice. Peptides representing internal fragments of prohormones and other secretory pathway proteins were decreased two- to 10-fold in the Cpe(fat/fat) mouse prefrontal cortex compared with wild-type tissue. Degradation fragments of cytosolic proteins showed no major differences between Cpe(fat/fat) and wild-type mice. Based on this observation, a search strategy for neuropeptides was performed by screening for peptides that decreased in the Cpe(fat/fat) mouse. Altogether, 32 peptides were identified, of which seven have not been previously reported. The novel peptides include fragments of VGF, procholecystokinin and prohormone convertase 2. Interestingly, several of the peptides do not fit with the consensus sites for prohormone convertase 1 and 2, raising the possibility that another endopeptidase is involved with their biosynthesis. Taken together, these findings support the proposal that carboxypeptidase E is the major, but not the only, peptide-processing carboxypeptidase and also demonstrate the feasibility of searching for novel peptides based on their decrease in Cpe(fat/fat) mice.


Subject(s)
Neuropeptides/metabolism , Prefrontal Cortex/metabolism , Amino Acid Sequence , Animals , Carboxypeptidases/metabolism , Mice , Mice, Inbred C57BL , Mice, Mutant Strains , Molecular Sequence Data , Neuropeptides/chemistry , Neuropeptides/genetics , Peptide Fragments/chemistry
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