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1.
PLoS Genet ; 11(11): e1005641, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26536359

ABSTRACT

RNA-seq technologies have provided significant insight into the transcription networks of mycobacteria. However, such studies provide no definitive information on the translational landscape. Here, we use a combination of high-throughput transcriptome and proteome-profiling approaches to more rigorously understand protein expression in two mycobacterial species. RNA-seq and ribosome profiling in Mycobacterium smegmatis, and transcription start site (TSS) mapping and N-terminal peptide mass spectrometry in Mycobacterium tuberculosis, provide complementary, empirical datasets to examine the congruence of transcription and translation in the Mycobacterium genus. We find that nearly one-quarter of mycobacterial transcripts are leaderless, lacking a 5' untranslated region (UTR) and Shine-Dalgarno ribosome-binding site. Our data indicate that leaderless translation is a major feature of mycobacterial genomes and is comparably robust to leadered initiation. Using translational reporters to systematically probe the cis-sequence requirements of leaderless translation initiation in mycobacteria, we find that an ATG or GTG at the mRNA 5' end is both necessary and sufficient. This criterion, together with our ribosome occupancy data, suggests that mycobacteria encode hundreds of small, unannotated proteins at the 5' ends of transcripts. The conservation of small proteins in both mycobacterial species tested suggests that some play important roles in mycobacterial physiology. Our translational-reporter system further indicates that mycobacterial leadered translation initiation requires a Shine Dalgarno site in the 5' UTR and that ATG, GTG, TTG, and ATT codons can robustly initiate translation. Our combined approaches provide the first comprehensive view of mycobacterial gene structures and their non-canonical mechanisms of protein expression.


Subject(s)
Mycobacterium/genetics , RNA, Messenger/genetics , Genes, Bacterial , Mycobacterium/metabolism , Ribosomes/metabolism , Sequence Analysis, RNA
2.
Proteomics ; 15(11): 1829-42, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25643951

ABSTRACT

Building on previous studies, we defined the repertoire of proteins comprising the immunoproteome (IP) of Escherichia coli O157:H7 (O157) cultured in DMEM supplemented with norepinephrine (O157 IP), a ß-adrenergic hormone that regulates E. coli O157 gene expression in the gastrointestinal tract, using a variation of a novel proteomics-based platform proteome mining tool for antigen discovery, called "proteomics-based expression library screening" (PELS; Kudva et al., 2006). The E. coli O157 IP (O157-IP) comprised 91 proteins, and included those identified previously using proteomics-based expression library screening, and also proteins comprising DMEM and bovine rumen fluid proteomes. Outer membrane protein A (OmpA), a common component of the above proteomes, and reportedly a contributor to E. coli O157 adherence to cultured HEp-2 epithelial cells, was interestingly found to be a modulator rather than a contributor to E. coli O157 adherence to bovine rectoanal junction squamous epithelial cells. Our results point to a role for yet to be identified members of the O157-IP in E. coli O157 adherence to rectoanal junction squamous epithelial cells, and additionally implicate a possible role for the outer membrane protein A regulator, TdcA, in the expression of such adhesins. Our observations have implications for the development of efficacious vaccines for preventing E. coli O157 colonization of the bovine gastrointestinal tract.


Subject(s)
Bacterial Outer Membrane Proteins/metabolism , Epithelial Cells/microbiology , Escherichia coli O157/metabolism , Escherichia coli Proteins/immunology , Escherichia coli Proteins/metabolism , Animals , Bacterial Adhesion , Cattle , Cells, Cultured , Epithelial Cells/cytology , Escherichia coli O157/immunology , Escherichia coli O157/pathogenicity , Escherichia coli Proteins/analysis , Host-Pathogen Interactions , Immune Sera/chemistry , Norepinephrine/pharmacology , Rumen/cytology , Rumen/metabolism , Trans-Activators/metabolism
3.
Clin Proteomics ; 12(1): 2, 2015.
Article in English | MEDLINE | ID: mdl-25678897

ABSTRACT

BACKGROUND: The anatomy of PFO suggests that it can allow thrombi and potentially harmful circulatory factors to travel directly from the venous to the arterial circulation - altering circulatory phenotype. Our previous publication using high-resolution LC-MS/MS to profile protein and peptide expression patterns in plasma showed that albumin was relatively increased in donor samples from PFO-related than other types of ischemic strokes. Since albumin binds a host of molecules and acts as a carrier for lipoproteins, small molecules and drugs, we decided to investigate the albumin-bound proteins (in a similar sample cohort) in an effort to unravel biological changes and potentially discover biomarkers related to PFO-related stroke and PFO endovascular closure. METHODS: The method used in this study combined albumin immuno-enrichment with high resolution LC-MS in order to specifically capture and quantify the albumin-bound proteins. Subsequently, we measured cholesterol and HDL in a larger, separate cohort of PFO stroke patients, pre and post closure. RESULTS: The results demonstrated that a number of proteins were specifically associated with albumin in samples with and without endovascular closure of the PFO, and that the protein profiles were very different. Eight proteins, typically associated with HDL were common to both sample sets and quantitatively differently abundant. Pathway analysis of the MS results suggested that enhanced cholesterol efflux and reduced lipid oxidation were associated with PFO closure. Measurement of total cholesterol and HDL in a larger cohort of PFO closure samples using a colorimetric assay was consistent with the proteomic predictions. CONCLUSIONS: The collective data presented in this study demonstrate that analysis of albumin-bound proteins could provide a valuable tool for biomarker discovery on the effects of PFO endovascular closure. In addition, the results suggest that PFO endovascular closure can potentially have effects on HDL, cholesterol and albumin-bound ApoA-I abundance, therefore possibly providing benefits in cardioprotective functions.

4.
PLoS Pathog ; 6(6): e1000957, 2010 Jun 24.
Article in English | MEDLINE | ID: mdl-20585630

ABSTRACT

Mycobacterium tuberculosis (Mtb) requires the ESX1 specialized protein secretion system for virulence, for triggering cytosolic immune surveillance pathways, and for priming an optimal CD8+ T cell response. This suggests that ESX1 might act primarily by destabilizing the phagosomal membrane that surrounds the bacterium. However, identifying the primary function of the ESX1 system has been difficult because deletion of any substrate inhibits the secretion of all known substrates, thereby abolishing all ESX1 activity. Here we demonstrate that the ESX1 substrate EspA forms a disulfide bonded homodimer after secretion. By disrupting EspA disulfide bond formation, we have dissociated virulence from other known ESX1-mediated activities. Inhibition of EspA disulfide bond formation does not inhibit ESX1 secretion, ESX1-dependent stimulation of the cytosolic pattern receptors in the infected macrophage or the ability of Mtb to prime an adaptive immune response to ESX1 substrates. However, blocking EspA disulfide bond formation severely attenuates the ability of Mtb to survive and cause disease in mice. Strikingly, we show that inhibition of EspA disulfide bond formation also significantly compromises the stability of the mycobacterial cell wall, as does deletion of the ESX1 locus or individual components of the ESX1 system. Thus, we demonstrate that EspA is a major determinant of ESX1-mediated virulence independent of its function in ESX1 secretion. We propose that ESX1 and EspA play central roles in the virulence of Mtb in vivo because they alter the integrity of the mycobacterial cell wall.


Subject(s)
Bacterial Proteins/metabolism , Cell Wall/metabolism , Tuberculosis/pathology , Virulence , Animals , Disulfides/metabolism , Macrophages/metabolism , Macrophages/pathology , Mice , Mice, Inbred BALB C , Mice, Inbred C3H , Mice, Inbred C57BL , Mycobacterium tuberculosis/immunology , Mycobacterium tuberculosis/metabolism , Mycobacterium tuberculosis/pathogenicity , Phagosomes , Survival Rate , Tuberculosis/immunology , Tuberculosis/microbiology
5.
BMC Microbiol ; 12: 103, 2012 Jun 12.
Article in English | MEDLINE | ID: mdl-22691138

ABSTRACT

BACKGROUND: In this study, we present evidence that proteins encoded by the Locus of Enterocyte Effacement (LEE), considered critical for Escherichia coli O157 (O157) adherence to follicle-associated epithelial (FAE) cells at the bovine recto-anal junction (RAJ), do not appear to contribute to O157 adherence to squamous epithelial (RSE) cells also constituting this primary site of O157 colonization in cattle. RESULTS: Antisera targeting intimin-γ, the primary O157 adhesin, and other essential LEE proteins failed to block O157 adherence to RSE cells, when this pathogen was grown in DMEM, a culture medium that enhances expression of LEE proteins. In addition, RSE adherence of a DMEM-grown-O157 mutant lacking the intimin protein was comparable to that seen with its wild-type parent O157 strain grown in the same media. These adherence patterns were in complete contrast to that observed with HEp-2 cells (the adherence to which is mediated by intimin-γ), assayed under same conditions. This suggested that proteins other than intimin-γ that contribute to adherence to RSE cells are expressed by this pathogen during growth in DMEM. To identify such proteins, we defined the proteome of DMEM-grown-O157 (DMEM-proteome). GeLC-MS/MS revealed that the O157 DMEM-proteome comprised 684 proteins including several components of the cattle and human O157 immunome, orthologs of adhesins, hypothetical secreted and outer membrane proteins, in addition to the known virulence and LEE proteins. Bioinformatics-based analysis of the components of the O157 DMEM proteome revealed several new O157-specific proteins with adhesin potential. CONCLUSION: Proteins other than LEE and intimin-γ proteins are involved in O157 adherence to RSE cells at the bovine RAJ. Such proteins, with adhesin potential, are expressed by this human pathogen during growth in DMEM. Ongoing experiments to evaluate their role in RSE adherence should provide both valuable insights into the O157-RSE interactions and new targets for more efficacious anti-adhesion O157 vaccines.


Subject(s)
Adhesins, Bacterial/metabolism , Bacterial Adhesion , Epithelial Cells/microbiology , Escherichia coli O157/pathogenicity , Escherichia coli Proteins/metabolism , Adhesins, Bacterial/isolation & purification , Animals , Cattle , Cell Line , Electrophoresis , Escherichia coli O157/chemistry , Escherichia coli Proteins/isolation & purification , Humans , Proteome/analysis , Tandem Mass Spectrometry
6.
J Proteome Res ; 10(1): 133-42, 2011 Jan 07.
Article in English | MEDLINE | ID: mdl-20499897

ABSTRACT

The accurate diagnosis of Trisomy 21 requires invasive procedures that carry a risk of miscarriage. The current state-of-the-art maternal serum screening tests measure levels of PAPP-A, free bhCG, AFP, and uE3 in various combinations with a maximum sensitivity of 60-75% and a false positive rate of 5%. There is currently an unmet need for noninvasive screening tests with high selectivity that can detect pregnancies at risk, preferably within the first trimester. The aim of this study was to apply proteomics and mass spectrometry techniques for the discovery of new putative biomarkers for Trisomy 21 in first trimester maternal serum coupled with the immediate development of quantitative selective reaction monitoring (SRM) assays. The results of the novel workflow were 2-fold: (1) we identified a list of differentially expressed proteins in Trisomy 21 vs Normal samples, including PAPP-A, and (2) we developed a multiplexed, high-throughput SRM assay for verification of 12 new putative markers identified in the discovery experiments. To narrow down the initial large list of differentially expressed candidates resulting from the discovery experiments, we incorporated receiver operating characteristic (ROC) curve algorithms early in the data analysis process. We believe this approach provides a substantial advantage in sifting through the large and complex data typically obtained from discovery experiments. The workflow efficiently mined information derived from high-resolution LC-MS/MS discovery data for the seamless construction of rapid, targeted assays that were performed on unfractionated serum digests. The SRM assay lower limit of detection (LLOD) for the target peptides in a background of digested serum matrix was approximately 250-500 attomoles on column and the limit of accurate quantitation (LOQ) was approximately 1-5 femtomoles on column. The assay error as determined by coefficient of variation at LOQ and above ranged from 0 to 16%. The workflow developed in this study bridges the gap between proteomic biomarker discovery and translation into a clinical research environment. Specifically, for Trisomy 21, the described multiplexed SRM assay provides a vehicle for high-throughput verification of these, and potentially other, peptide candidates on larger sample cohorts.


Subject(s)
Biomarkers/blood , Down Syndrome/diagnosis , Mass Spectrometry/methods , Pregnancy Trimester, First , Prenatal Diagnosis/methods , Proteomics/methods , Area Under Curve , Blood Proteins/analysis , Blood Proteins/chemistry , Female , Humans , Peptide Fragments/analysis , Peptide Fragments/chemistry , Pregnancy , ROC Curve
7.
Stroke ; 42(1): 37-43, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21164131

ABSTRACT

BACKGROUND AND PURPOSE: because brain endothelial cells exist at the neurovascular interface, they may serve as cellular reporters of brain dysfunction by releasing biomarkers into the circulation. METHODS: we used proteomic techniques to screen conditioned media from human brain endothelial cultures subjected to oxidative stress induced by nitric oxide over 24 hours. Plasma samples from human stroke patients were analyzed by enzyme-linked immunosorbent assay. RESULTS: in healthy endothelial cells, interaction mapping demonstrated cross-talk involving secreted factors, membrane receptors, and matrix components. In oxidatively challenged endothelial cells, networks of interacting proteins failed to emerge. Instead, inflammatory markers increased, secreted factors oscillated over time, and endothelial injury repair was manifested as changes in factors related to matrix integrity. Elevated inflammatory markers included heat shock protein, chemokine ligand-1, serum amyloid-A1, annexin-A5, and thrombospondin-1. Neurotrophic factors (prosaposin, nucleobindin-1, and tachykinin precursors) peaked at 12 hours, then rapidly decreased by 24 hours. Basement membrane components (fibronectin, desomoglein, profiling-1) were decreased. Cytoskeletal markers (actin, vimentin, nidogen, and filamin B) increased over time. From this initial analysis, the high-ranking candidate thrombospondin-1 was further explored in human plasma. Acute ischemic stroke patients had significantly higher thrombospondin-1 levels within 8 hours of symptom onset compared to controls with similar clinical risk factors (659 ± 81 vs 1132 ± 98 ng/mL; P<0.05; n=20). CONCLUSIONS: screening of simplified cell culture systems may aid the discovery of novel biomarkers in clinical neurovascular injury. Further collaborative efforts are warranted to discover and validate more candidates of interest.


Subject(s)
Brain/metabolism , Endothelial Cells/metabolism , Endothelium, Vascular/metabolism , Oxidative Stress , Proteome/metabolism , Stroke/metabolism , Biomarkers/metabolism , Brain/pathology , Cell Line , Endothelial Cells/pathology , Endothelium, Vascular/pathology , Female , Free Radical Scavengers/pharmacology , Humans , Inflammation Mediators/metabolism , Male , Nitric Oxide/pharmacology , Stroke/pathology , Time Factors
8.
Ann Neurol ; 67(1): 53-63, 2010 Jan.
Article in English | MEDLINE | ID: mdl-20186858

ABSTRACT

OBJECTIVE: We investigated interferon-stimulated gene 15 (ISG15), a poorly understood ubiquitin-like modifier, and its enzymatic pathway in dermatomyositis (DM), an autoimmune disease primarily involving muscle and skin. METHODS: We generated microarray data measuring transcript abundance for approximately 18,000 genes in each of 113 human muscle biopsy specimens, and studied biopsy specimens and cultured skeletal muscle using immunohistochemistry, immunoblotting proteomics, real-time quantitative polymerase chain reaction, and laser-capture microdissection. RESULTS: Transcripts encoding ISG15-conjugation pathway proteins were markedly upregulated in DM with perifascicular atrophy (DM-PFA) muscle (ISG15 339-fold, HERC5 62-fold, and USP18 68-fold) compared with 99 non-DM samples. Combined analysis with publicly available microarray datasets showed that >50-fold ISG15 transcript elevation had 100% sensitivity and specificity for 28 biopsies from adult DM-PFA and juvenile DM patients compared with 199 muscle samples from other muscle diseases. Free ISG15 and ISG15-conjugated proteins were only found on immunoblots from DM-PFA muscle. Cultured human skeletal muscle exposed to type 1 interferons produced similar transcripts and ISG15 protein and conjugates. Laser-capture microdissection followed by proteomic analysis showed deficiency of titin in DM perifascicular atrophic myofibers. INTERPRETATION: A large-scale microarray study of muscle samples demonstrated that among a diverse group of muscle diseases DM was uniquely associated with upregulation of the ISG15 conjugation pathway. Exposure of human skeletal muscle cell culture to type 1 interferons produced a molecular picture highly similar to that seen in human DM muscle. Perifascicular atrophic myofibers in DM were deficient in a number of skeletal muscle proteins including titin.


Subject(s)
Cytokines/metabolism , Dermatomyositis/metabolism , Muscle, Skeletal/metabolism , Ubiquitins/metabolism , Cells, Cultured , Connectin , Cytokines/genetics , Databases, Genetic , Dermatomyositis/diagnosis , Dermatomyositis/genetics , Humans , Immunoblotting , Immunohistochemistry , Interferon Type I/metabolism , Lasers , Microdissection/methods , Muscle Proteins/deficiency , Muscular Diseases/diagnosis , Muscular Diseases/genetics , Muscular Diseases/metabolism , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Protein Kinases/deficiency , Proteomics/methods , Sensitivity and Specificity , Ubiquitins/genetics , Up-Regulation
9.
Clin Chem ; 56(2): 281-90, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20022981

ABSTRACT

BACKGROUND: Parathyroid hormone (PTH) assays able to distinguish between full-length PTH (PTH1-84) and N-terminally truncated PTH (PTH7-84) are of increasing significance in the accurate diagnosis of endocrine and osteological diseases. We describe the discovery of new N-terminal and C-terminal PTH variants and the development of selected reaction monitoring (SRM)-based immunoassays specifically designed for the detection of full-length PTH [amino acid (aa)1-84] and 2 N-terminal variants, aa7-84 and aa34-84. METHODS: Preparation of mass spectrometric immunoassay pipettor tips and MALDI-TOF mass spectrometric analysis were carried out as previously described. We used novel software to develop SRM assays on a triple-quadrupole mass spectrometer. Heavy isotope-labeled versions of target peptides were used as internal standards. RESULTS: Top-down analysis of samples from healthy individuals and renal failure patients revealed numerous PTH variants, including previously unidentified aa28-84, aa48-84, aa34-77, aa37-77, and aa38-77. Quantitative SRM assays were developed for PTH1-84, PTH7-84, and variant aa34-84. Peptides exhibited linear responses (R(2) = 0.90-0.99) relative to recombinant human PTH concentration limits of detection for intact PTH of 8 ng/L and limits of quantification of 16-31 ng/L depending on the peptide. Standard error of analysis for all triplicate measurements was 3%-12% for all peptides, with <5% chromatographic drift between replicates. The CVs of integrated areas under the curve for 54 separate measurements of heavy peptides were 5%-9%. CONCLUSIONS: Mass spectrometric immunoassays identified new clinical variants of PTH and provided a quantitative assay for these and previously identified forms of PTH.


Subject(s)
Immunoassay/methods , Kidney Failure, Chronic/diagnosis , Parathyroid Hormone/blood , Peptide Fragments/blood , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Aged , Amino Acid Sequence , Area Under Curve , Female , Humans , Kidney Failure, Chronic/blood , Limit of Detection , Male , Molecular Sequence Data
10.
J Appl Lab Med ; 3(5): 788-798, 2019 03.
Article in English | MEDLINE | ID: mdl-31639754

ABSTRACT

BACKGROUND: We compared the rates of intraoperative parathyroid hormone (PTH) decline using the Siemens Immulite® Turbo PTH and Roche Elecsys® short turnaround time PTH assays in 95 consecutive surgical patients to investigate analytical and turnaround time (TAT) differences between the tests performed in the operating room (OR) vs the central clinical chemistry laboratory (CCL). METHODS: Serial blood samples from 95 patients undergoing parathyroidectomy were collected and measured using the 2 immunoassays. Specimens from the first 15 patients were measured simultaneously in the OR and CCL and used for the TAT study. In addition to 2 baseline samples, specimens were collected at 5, 10, and 15 min (for some patients, >15 min) after parathyroidectomy. RESULTS: In the TAT study, a significant difference was observed (OR median 20 min vs CCL median 27 min; P < 0.05). Of the 95 patient series, slower rates of parathyroid hormone decrease were observed in approximately 20% of the patients when comparing the Roche with the Immulite immunoassay. CONCLUSIONS: There was a slightly longer TAT in the CCL compared with running the assay directly within the OR (median difference of approximately 7 min). For a majority of the patients, both methods showed equivalent rates of PTH decline; however, for approximately 20% of the patients, there was a slower rate of PTH decline using the Roche assay.


Subject(s)
Clinical Chemistry Tests/methods , Hyperparathyroidism, Primary/blood , Hyperparathyroidism, Primary/surgery , Immunoassay/methods , Parathyroid Hormone/blood , Parathyroidectomy/methods , Female , Humans , Intraoperative Period , Male , Middle Aged
11.
PLoS One ; 9(5): e96267, 2014.
Article in English | MEDLINE | ID: mdl-24798022

ABSTRACT

Esat-6 protein secretion systems (ESX or Ess) are required for the virulence of several human pathogens, most notably Mycobacterium tuberculosis and Staphylococcus aureus. These secretion systems are defined by a conserved FtsK/SpoIIIE family ATPase and one or more WXG100 family secreted substrates. Gene clusters coding for ESX systems have been identified amongst many organisms including the highly tractable model system, Bacillus subtilis. In this study, we demonstrate that the B. subtilis yuk/yue locus codes for a nonessential ESX secretion system. We develop a functional secretion assay to demonstrate that each of the locus gene products is specifically required for secretion of the WXG100 virulence factor homolog, YukE. We then employ an unbiased approach to search for additional secreted substrates. By quantitative profiling of culture supernatants, we find that YukE may be the sole substrate that depends on the FtsK/SpoIIIE family ATPase for secretion. We discuss potential functional implications for secretion of a unique substrate.


Subject(s)
Bacillus subtilis/metabolism , Bacterial Proteins/metabolism , Bacillus subtilis/genetics , Bacillus subtilis/physiology , Bacterial Proteins/genetics , Multigene Family , Virulence Factors/metabolism
12.
Clin Biochem ; 46(6): 399-410, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23313081

ABSTRACT

OBJECTIVES: The aim of this study was to develop high-throughput, quantitative and highly selective mass spectrometric, targeted immunoassays for clinically important proteins in human plasma or serum. DESIGN AND METHODS: The described method coupled mass spectrometric immunoassay (MSIA), a previously developed technique for immunoenrichment on a monolithic microcolumn activated with an anti-protein antibody and fixed in a pipette tip, to selected reaction monitoring (SRM) detection and accurate quantification of targeted peptides, including clinically relevant sequence or truncated variants. RESULTS: In this report, we demonstrate the rapid development of MSIA-SRM assays for sixteen different target proteins spanning seven different clinically important areas (including neurological, Alzheimer's, cardiovascular, endocrine function, cancer and other diseases) and ranging in concentration from pg/mL to mg/mL. The reported MSIA-SRM assays demonstrated high sensitivity (within published clinical ranges), precision, robustness and high-throughput as well as specific detection of clinically relevant isoforms for many of the target proteins. Most of the assays were tested with bona-fide clinical samples. In addition, positive correlations, (R2 0.67-0.87, depending on the target peptide), were demonstrated for MSIA-SRM assay data with clinical analyzer measurements of parathyroid hormone (PTH) and insulin growth factor 1 (IGF1) in clinical sample cohorts. CONCLUSIONS: We have presented a practical and scalable method for rapid development and deployment of MS-based SRM assays for clinically relevant proteins and measured levels of the target analytes in bona fide clinical samples. The method permits the specific quantification of individual protein isoforms and addresses the difficult problem of protein heterogeneity in clinical proteomics applications.


Subject(s)
Blood Proteins/isolation & purification , High-Throughput Screening Assays , Immunoassay/methods , Mass Spectrometry/methods , Alzheimer Disease/blood , Cardiovascular Diseases/blood , Growth Disorders/blood , Humans , Neoplasms/blood , Renal Insufficiency/blood
13.
Proteomics Clin Appl ; 6(3-4): 190-200, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22532455

ABSTRACT

PURPOSE: Typically, apolipoproteins are individually measured in blood by immunoassay. In this report, we describe the development of a multiplexed selected reaction monitoring (SRM) based assay for a panel of apolipoproteins and its application to a clinical cohort of samples derived from acute stroke patients. EXPERIMENTAL DESIGN: An SRM assay for a panel of nine apolipoproteins was developed on a triple quadrupole mass spectrometer. Quantitative data for each apolipoprotein were analyzed to determine expression ratio and receiver operating characteristic (ROC) values for ischemic versus hemorrhagic stroke. RESULTS: The optimized SRM assay was used to interrogate a small cohort of well-characterized plasma samples obtained from patients with acute ischemic and hemorrhagic strokes. The ROC analyses demonstrated good classification power for several single apolipoproteins, most notably apoC-III and apoC-I. When a novel multi-marker ROC algorithm was applied, the ischemic versus hemorrhagic groups were best differentiated by a combination of apoC-III and apoA-I with an area under the curve (AUC) value of 0.92. CONCLUSIONS AND CLINICAL RELEVANCE: This proof-of-concept study provides interesting and provocative data for distinguishing ischemic versus hemorrhage within first week of symptom onset. However, the observations are based on one cohort of patient samples and further confirmation will be required.


Subject(s)
Algorithms , Apolipoproteins/blood , Blood Proteins/analysis , Hemorrhagic Disorders/diagnosis , Mass Spectrometry/methods , ROC Curve , Stroke/diagnosis , Adult , Aged , Aged, 80 and over , Amino Acid Sequence , Apolipoproteins/classification , Biomarkers/blood , Case-Control Studies , Cohort Studies , Female , Hemorrhagic Disorders/pathology , Humans , Ischemia/diagnosis , Ischemia/pathology , Limit of Detection , Male , Mass Spectrometry/standards , Middle Aged , Molecular Sequence Data , Stroke/pathology , Young Adult
14.
J Investig Med ; 60(8): 1122-30, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23147404

ABSTRACT

Patent foramen ovale (PFO) is highly prevalent and associated with more than 150,000 strokes per year. Traditionally, it is thought that PFOs facilitate strokes by allowing venous clots to travel directly to the brain. However, only a small portion of PFO stroke patients have a known tendency to form blood clots, and the optimal treatment for this multiorgan disease is unclear. Therefore, mapping the changes in systemic circulation of PFO-related stroke is crucial in understanding the pathophysiology to individualize the best clinical treatment for each patient. We initiated a study using a novel quantitative, 2-pass discovery workflow using high-resolution liquid chromatography-mass spectrometry/mass spectrometry coupled with label-free analysis to track protein expression in PFO patients before and after endovascular closure of the PFO. Using this approach, we were able to demonstrate quantitative differences in protein expression between both PFO-related and non-PFO-related ischemic stroke groups as well as before and after PFO closure. As an initial step in understanding the molecular landscape of PFO-related physiology, our methods have yielded biologically relevant information on the synergistic and functional redundancy of various cell-signaling molecules with respect to PFO circulatory physiology. The resulting protein expression patterns were related to canonical pathways including prothrombin activation, atherosclerosis signaling, acute-phase response, LXR/RXR activation, and coagulation system. In particular, after PFO closure, numerous proteins demonstrated reduced expression in stroke-related canonical pathways such as acute inflammatory response and coagulation signaling. These findings demonstrate the feasibility and robustness of using a proteomic approach for biomarker discovery to help gauge therapeutic efficacy in stroke.


Subject(s)
Foramen Ovale, Patent/blood , Gene Expression Regulation , Proteomics/methods , Signal Transduction/physiology , Stroke/blood , Tandem Mass Spectrometry , Adult , Brain/physiology , Chromatography, Liquid/methods , Cohort Studies , Female , Foramen Ovale, Patent/epidemiology , Foramen Ovale, Patent/surgery , Heart/physiology , Humans , Male , Middle Aged , Stroke/epidemiology , Tandem Mass Spectrometry/methods , Young Adult
15.
PLoS Negl Trop Dis ; 5(6): e1193, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21666798

ABSTRACT

BACKGROUND: Salmonella enterica serotype Typhi is a human-restricted intracellular pathogen and the cause of typhoid fever. Cellular immune responses are required to control and clear Salmonella infection. Despite this, there are limited data on cellular immune responses in humans infected with wild type S. Typhi. METHODOLOGY/PRINCIPAL FINDINGS: For this work, we used an automated approach to purify a subset of S. Typhi proteins identified in previous antibody-based immuno-affinity screens and antigens known to be expressed in vivo, including StaF-putative fimbrial protein-STY0202, StbB-fimbrial chaperone-STY0372, CsgF-involved in curli production-STY1177, CsgD- putative regulatory protein-STY1179, OppA-periplasmic oligopeptide binding protein precursor-STY1304, PagC-outer membrane invasion protein-STY1878, and conserved hypothetical protein-STY2195; we also generated and analyzed a crude membrane preparation of S. Typhi (MP). In comparison to samples collected from uninfected Bangladeshi and North American participants, we detected significant interferon-γ responses in PBMCs stimulated with MP, StaF, StbB, CsgF, CsgD, OppA, STY2195, and PagC in patients bacteremic with S. Typhi in Bangladesh. The majority of interferon-γ expressing T cells were CD4 cells, although CD8 responses also occurred. We also assessed cellular proliferation responses in bacteremic patients, and confirmed increased responses in infected individuals to MP, StaF, STY2195, and PagC in convalescent compared to acute phase samples and compared to controls. StaF is a fimbrial protein homologous to E. coli YadK, and contains a Pfam motif thought to be involved in cellular adhesion. PagC is expressed in vivo under the control of the virulence-associated PhoP-regulon required for intra-macrophage survival of Salmonella. STY2195 is a conserved hypothetical protein of unknown function. CONCLUSION/SIGNIFICANCE: This is the first analysis of cellular immune responses to purified S. Typhi antigens in patients with typhoid fever. These results indicate that patients generate significant CD4 and CD8 interferon-γ responses to specific S. Typhi antigens during typhoid fever, and that these responses are elevated at the time of clinical presentation. These observations suggest that an interferon-γ based detection system could be used to diagnose individuals with typhoid fever during the acute stage of illness.


Subject(s)
Antigens, Bacterial/immunology , Bacteremia/immunology , Interferon-gamma/metabolism , Leukocytes, Mononuclear/immunology , Salmonella typhi/immunology , Typhoid Fever/immunology , Adolescent , Adult , Bacteremia/microbiology , Bangladesh , Cell Proliferation , Cells, Cultured , Child , Child, Preschool , Humans , Infant , Middle Aged , Typhoid Fever/microbiology , Young Adult
16.
Transl Stroke Res ; 1(4): 268-75, 2010 Dec 01.
Article in English | MEDLINE | ID: mdl-22140417

ABSTRACT

Tissue plasminogen activator (tPA) is the only FDA-approved medical therapy for acute ischemic stroke. But as a serine peptidase, intravenous tPA can affect the expression of other proteases that may be implicated in blood-brain barrier breakdown. Such parallel cascades of cell signaling may be involved in intracranial hemorrhage, the major side effect of tPA. Here, we describe an initial attempt in proteomic substrate profiling, i.e., degradomics in human plasma within the context of acute stroke. Plasma from acute stroke patients were analyzed pre- and post-intravenous tPA using tandem mass spectrometry and protein array profiling to identify substrates and proteases of interest. In non-tPA-treated stroke plasma, degradomic patterns indicated a rapid induction of protease activity within 3 h of stroke onset that mostly stabilized by 24 h. But in tPA-treated patients, pre- and post-tPA samples from the same patient demonstrated distinct degradomic patterns that persisted even up to 3-5 days after stroke onset. Matching control patients without strokes had little change in degradomic profiles over time. Our findings demonstrate that tPA treatment changes the plasma degradomic profiles in acute stroke patients. These composite proteolytic profiles may provide a glimpse of the pleiotropic effects of tPA on cellular signaling cascades at the bedside. This study supports the feasibility of performing pharmaco-proteomics at the bedside, which may ultimately allow us to dissect mechanisms of thrombolysis-related therapeutic efficacy in stroke.

17.
Clin Vaccine Immunol ; 17(8): 1188-95, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20573880

ABSTRACT

Salmonella enterica serotype Typhi is the cause of typhoid fever and a human-restricted pathogen. Currently available typhoid vaccines provide 50 to 90% protection for 2 to 5 years, and available practical diagnostic assays to identify individuals with typhoid fever lack sensitivity and/or specificity. Identifying immunogenic S. Typhi antigens expressed during human infection could lead to improved diagnostic assays and vaccines. Here we describe a platform immunoaffinity proteomics-based technology (IPT) that involves the use of columns charged with IgG, IgM, or IgA antibody fractions recovered from humans bacteremic with S. Typhi to capture S. Typhi proteins that were subsequently identified by mass spectrometry. This screening tool identifies immunogenic proteins recognized by antibodies from infected hosts. Using this technology and the plasma of patients with S. Typhi bacteremia in Bangladesh, we identified 57 proteins of S. Typhi, including proteins known to be immunogenic (PagC, HlyE, OmpA, and GroEL) and a number of proteins present in the human-restricted serotypes S. Typhi and S. Paratyphi A but rarely found in broader-host-range Salmonella spp. (HlyE, CdtB, PltA, and STY1364). We categorized identified proteins into a number of major groupings, including those involved in energy metabolism, protein synthesis, iron homeostasis, and biosynthetic and metabolic functions and those predicted to localize to the outer membrane. We assessed systemic and mucosal anti-HlyE responses in S. Typhi-infected patients and detected anti-HlyE responses at the time of clinical presentation in patients but not in controls. These findings could assist in the development of improved diagnostic assays.


Subject(s)
Antibodies, Bacterial/blood , Antigens, Bacterial/immunology , Bacteremia/immunology , Bacterial Proteins/immunology , Salmonella typhi/immunology , Typhoid Fever/immunology , Adolescent , Adult , Antigens, Bacterial/isolation & purification , Bacterial Proteins/isolation & purification , Bangladesh , Child , Child, Preschool , Chromatography, Affinity , Humans , Immunoglobulin A/immunology , Immunoglobulin G/immunology , Immunoglobulin M/immunology , Mass Spectrometry , Middle Aged , Proteomics/methods , Young Adult
18.
J Proteome Res ; 8(7): 3265-77, 2009 Jul.
Article in English | MEDLINE | ID: mdl-19382779

ABSTRACT

We characterized the human muscle proteome by studying muscle biopsy specimens through four different workflows, using 1 or 2D peptide separation, SDS gels, or differential solubilization. By performing MS/MS analyses of 178 4-h LC separations derived from 31 patients, we identified more than 2000 proteins, and determined how 370 very abundant proteins behave upon differential solubilization. The resulting semiquantitative database should serve as a resource for muscle biochemistry.


Subject(s)
Muscle, Skeletal/pathology , Proteomics/methods , Biopsy , Chromatography, Liquid/methods , Cluster Analysis , Databases, Protein , Electrophoresis, Gel, Two-Dimensional , Electrophoresis, Polyacrylamide Gel , Humans , Mass Spectrometry , Peptides/chemistry , Protein Array Analysis , Proteome/analysis , Proteome/metabolism , Sarcomeres/metabolism , Solubility
19.
Cancer Prev Res (Phila) ; 2(3): 224-33, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19240248

ABSTRACT

Tumor-derived proteins may occur in the circulation as a result of secretion, shedding from the cell surface, or cell turnover. We have applied an in-depth comprehensive proteomic strategy to plasma from intestinal tumor-bearing Apc mutant mice to identify proteins associated with tumor development. We used quantitative tandem mass spectrometry of fractionated mouse plasma to identify differentially expressed proteins in plasma from intestinal tumor-bearing Apc mutant mice relative to matched controls. Up-regulated proteins were assessed for the expression of corresponding genes in tumor tissue. A subset of proteins implicated in colorectal cancer were selected for further analysis at the tissue level using antibody microarrays, Western blotting, tumor immunohistochemistry, and novel fluorescent imaging. We identified 51 proteins that were elevated in plasma with concordant up-regulation at the RNA level in tumor tissue. The list included multiple proteins involved in colon cancer pathogenesis: cathepsin B and cathepsin D, cullin 1, Parkinson disease 7, muscle pyruvate kinase, and Ran. Of these, Parkinson disease 7, muscle pyruvate kinase, and Ran were also found to be up-regulated in human colon adenoma samples. We have identified proteins with direct relevance to colorectal carcinogenesis that are present both in plasma and in tumor tissue in intestinal tumor-bearing mice. Our results show that integrated analysis of the plasma proteome and tumor transcriptome of genetically engineered mouse models is a powerful approach for the identification of tumor-related plasma proteins.


Subject(s)
Adenomatous Polyposis Coli Protein/metabolism , Gene Expression Regulation, Neoplastic , Genes, APC , Intestinal Neoplasms/blood , Intestinal Neoplasms/genetics , Intestinal Neoplasms/metabolism , Proteomics/methods , Adenomatous Polyposis Coli Protein/physiology , Animals , Blood Proteins/chemistry , Cell Membrane/metabolism , Computational Biology/methods , Disease Models, Animal , Immunohistochemistry/methods , Mass Spectrometry/methods , Mice , Mice, Inbred C57BL , ran GTP-Binding Protein/metabolism
20.
Muscle Nerve ; 39(6): 739-53, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19291799

ABSTRACT

Inclusion body myositis (IBM) is an inflammatory disease of skeletal muscle of unknown cause. To further understand the nature of the tissue injury in this disease, we developed methods for large-scale detection and quantitation of proteins in muscle biopsy samples and analyzed proteomic data produced by these methods together with histochemical, immunohistochemical, and microarray data. Twenty muscle biopsy samples from patients with inflammatory myopathies (n = 17) or elderly subjects without neuromuscular disease (n = 3) were profiled by proteomic studies using liquid chromatographic separation of peptides followed by mass spectrometry. Thirteen of the diseased samples additionally underwent microarray studies. Seventy muscle specimens from patients with a range of neuromuscular disorders were examined by ATPase histochemical methods. Smaller numbers of samples underwent immunohistochemical and immunoblot studies. Mass spectrometric studies identified and quantified approximately 300 total distinct proteins in each muscle sample. In IBM and to a lesser extent in polymyositis, proteomic studies confirmed by histochemical, immunohistochemical, and immunoblot studies showed loss of many fast-twitch specific structural proteins and glycolytic enzymes despite relative preservation of transcript levels. Increased abundance of a nuclear membrane protein, immunoglobulins, and two calpain-3 substrates were present. The atrophy present in IBM muscle is accompanied by preferential loss of fast-twitch structural proteins and glycolytic enzymes, particularly glycogen debranching enzyme, with relative preservation of the abundance of their respective transcripts. Although muscle atrophy has long been recognized in IBM, these studies are the first to report specific proteins which are reduced in quantity in IBM muscle.


Subject(s)
Enzymes/deficiency , Muscle Fibers, Fast-Twitch/metabolism , Muscle Proteins/deficiency , Muscle, Skeletal/metabolism , Myositis, Inclusion Body/metabolism , Sarcomeres/metabolism , Actinin/deficiency , Actinin/genetics , Adult , Aged , Biopsy , Calpain/analysis , Calpain/metabolism , Chromatography, Liquid , Down-Regulation/genetics , Enzymes/analysis , Enzymes/genetics , Glycogen Storage Disease Type III/diagnosis , Glycolysis/genetics , Humans , Mass Spectrometry , Middle Aged , Muscle Fibers, Fast-Twitch/pathology , Muscle Proteins/analysis , Muscle Proteins/genetics , Muscle Proteins/metabolism , Muscle, Skeletal/pathology , Muscle, Skeletal/physiopathology , Myosin Heavy Chains/deficiency , Myosin Heavy Chains/genetics , Myositis, Inclusion Body/genetics , Myositis, Inclusion Body/physiopathology , Nuclear Envelope/metabolism , Proteomics/methods , RNA, Messenger/analysis , RNA, Messenger/metabolism , Sarcomeres/pathology
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