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1.
Anal Chem ; 96(10): 4093-4102, 2024 Mar 12.
Article in English | MEDLINE | ID: mdl-38427620

ABSTRACT

Proteomic analysis by mass spectrometry of small (≤2 mg) solid tissue samples from diverse formats requires high throughput and comprehensive proteome coverage. We developed a nearly universal, rapid, and robust protocol for sample preparation, suitable for high-throughput projects that encompass most cell or tissue types. This end-to-end workflow extends from original sample to loading the mass spectrometer and is centered on a one-tube homogenization and digestion method called Heat 'n Beat (HnB). It is applicable to most tissues, regardless of how they were fixed or embedded. Sample preparation was divided into separate challenges. The initial sample washing and final peptide cleanup steps were adapted to three tissue sources: fresh frozen (FF), optimal cutting temperature (OCT) compound embedded (FF-OCT), and formalin-fixed paraffin embedded (FFPE). Third, for core processing, tissue disruption and lysis were decreased to a 7 min heat and homogenization treatment, and reduction, alkylation, and proteolysis were optimized into a single step. The refinements produced near doubled peptide yield when compared to our earlier method ABLE delivered a consistently high digestion efficiency of 85-90%, reported by ProteinPilot, and required only 38 min for core processing in a single tube, with the total processing time being 53-63 min. The robustness of HnB was demonstrated on six organ types, a cell line, and a cancer biopsy. Its suitability for high-throughput applications was demonstrated on a set of 1171 FF-OCT human cancer biopsies, which were processed for end-to-end completion in 92 h, producing highly consistent peptide yield and quality for over 3513 MS runs.


Subject(s)
Hot Temperature , Neoplasms , Humans , Proteomics/methods , Peptides , Specimen Handling , Paraffin Embedding , Formaldehyde/chemistry , Tissue Fixation
2.
Nat Commun ; 11(1): 3793, 2020 07 30.
Article in English | MEDLINE | ID: mdl-32732981

ABSTRACT

Reproducible research is the bedrock of experimental science. To enable the deployment of large-scale proteomics, we assess the reproducibility of mass spectrometry (MS) over time and across instruments and develop computational methods for improving quantitative accuracy. We perform 1560 data independent acquisition (DIA)-MS runs of eight samples containing known proportions of ovarian and prostate cancer tissue and yeast, or control HEK293T cells. Replicates are run on six mass spectrometers operating continuously with varying maintenance schedules over four months, interspersed with ~5000 other runs. We utilise negative controls and replicates to remove unwanted variation and enhance biological signal, outperforming existing methods. We also design a method for reducing missing values. Integrating these computational modules into a pipeline (ProNorM), we mitigate variation among instruments over time and accurately predict tissue proportions. We demonstrate how to improve the quantitative analysis of large-scale DIA-MS data, providing a pathway toward clinical proteomics.


Subject(s)
Mass Spectrometry/methods , Proteome/analysis , Proteomics/methods , Biomarkers, Tumor/analysis , Cell Line, Tumor , Female , HEK293 Cells , Humans , Male , Ovarian Neoplasms , Prostatic Neoplasms , Reproducibility of Results , Saccharomyces cerevisiae
3.
Sci Rep ; 8(1): 3871, 2018 03 01.
Article in English | MEDLINE | ID: mdl-29497067

ABSTRACT

Antibiotic resistance associated with the clinically significant carbapenemases KPC, NDM and OXA-48 in Enterobacteriaceae is emerging as worldwide. In Australia, IMP-producing Enterobacteriaceae are the most prevalent carbapenemase-producing Enterobacteriaceae (CPE). Genomic characteristics of such CPE are well described, but the corresponding proteome is poorly characterised. We have thus developed a method to analyse dynamic changes in the proteome of CPE under antibiotic pressure. Specifically, we have investigated the effect of meropenem at sub-lethal concentrations to develop a better understanding of how antibiotic pressure leads to resistance. Escherichia coli strains producing either NDM-, IMP- or KPC-type carbapenemases were included in this study, and their proteomes were analysed in growth conditions with or without meropenem. The most significant difference in the bacterial proteomes upon the addition of meropenem was triggered amongst NDM-producers and to a lower extent amongst KPC-producers. In particular, HU DNA-binding proteins, the GroEL/GroES chaperonin complex and GrpE proteins were overexpressed. These proteins may thus contribute to the better adaptability of NDM- and KPC-producers to meropenem. A significant meropenem-induced increase in the expression of the outer membrane protein A was only observed in IMP-producers, thus demonstrating that carbapenemase-mediated resistance relies on far more complex mechanisms than simple inactivation of the antibiotic.


Subject(s)
Escherichia coli/drug effects , Meropenem/pharmacology , Proteome/metabolism , Anti-Bacterial Agents/pharmacology , Australia , Bacteria/genetics , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Carbapenem-Resistant Enterobacteriaceae/drug effects , Enterobacteriaceae/drug effects , Enterobacteriaceae Infections/microbiology , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Humans , Microbial Sensitivity Tests/methods , beta-Lactamases/genetics , beta-Lactamases/metabolism
4.
Biol Reprod ; 93(2): 39, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26108790

ABSTRACT

Inherent interindividual and intraindividual variation in the length of the menstrual cycle limits the accuracy of predicting days of peak fertility. To improve detection of days of peak fertility, a more detailed understanding of longitudinal changes in cervicovaginal fluid (CVF) biomarkers during the normal menstrual cycle is needed. The aim of this study, therefore, was to characterize longitudinal changes in CVF proteins during the menstrual cycle using a quantitative, data-independent acquisition mass spectrometry approach. Six serial samples were collected from women (n = 10) during the menstrual cycle. Samples were obtained at two time points for each phase of the cycle: early and late preovulatory, ovulatory, and postovulatory. Information-dependent acquisition (IDA) of mass spectra from all individual CVF samples was initially performed and identified 278 total proteins. Samples were then pooled by time of collection (n = 6 pools) and analyzed using IDA and information-independent acquisition (Sequential Windowed Acquisition of All Theoretical Mass Spectra [SWATH]). The IDA library generated contained 176 statistically significant protein identifications (P < 0.000158). The variation in the relative abundance of CVF proteins across the menstrual cycle was established by comparison with the SWATH profile against the IDA library. Using time-series, pooled samples obtained from 10 women, quantitative data were obtained by SWATH analysis for 43 CVF proteins. Of these proteins, 28 displayed significant variation in relative abundance during the menstrual cycle (assessed by ANOVA). Statistical significant changes in the relative expression of CVF proteins during preovulatory, ovulatory, and postovulatory phases of menstrual cycle were identified. The data obtained may be of utility not only in elucidating underlying physiological mechanisms but also as clinically useful biomarkers of fertility status.


Subject(s)
Cervix Uteri/chemistry , Menstrual Cycle/metabolism , Vagina/chemistry , Adult , Biomarkers , Body Fluids/chemistry , Cervix Uteri/metabolism , Cohort Studies , Female , Fertility/physiology , Humans , Hydrolysis , Longitudinal Studies , Mass Spectrometry , Ovulation/physiology , Prospective Studies , Proteome/genetics , Young Adult
5.
J Clin Endocrinol Metab ; 99(11): E2288-97, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25093622

ABSTRACT

CONTEXT: Myostatin is a highly conserved secretory protein that negatively regulates muscle development by affecting both proliferation and differentiation of muscle cells. In human placentae the expression of myostatin is negatively correlated with gestational age, and in placental explants, myostatin acts to facilitate glucose uptake. Myostatin expression is known to be higher in the placentae of pregnancies complicated by preeclampsia. Proper placental development is crucial for a healthy and successful pregnancy. Alterations to the function of the placental cells after treatment with myostatin have not previously been published. OBJECTIVE: This study investigated the localization of myostatin in extravillous trophoblast (EVT) of human placentae. Furthermore, the effect of myostatin treatment on the proliferative and migrative capabilities of these placental cells was investigated. RESULTS: Myostatin is localized in EVT, as identified by the immunohistochemistry of third-trimester placentae and immunocytochemistry of first-trimester EVT isolations positively staining for myostatin and human leukocyte antigen-G. Treatment of an EVT cell line (HTR-8/SVneo) and primary isolated EVT with varied concentrations of myostatin resulted in a significant increase in the proliferation (HTR-8/SVneo; P < .0001) and migration (HTR-8/SVneo and primary isolated EVT; P < .05), with proliferation being dose dependent and migration being dose independent. CONCLUSIONS: Myostatin localization was positively identified in EVT. Myostatin positively affected proliferation (HTR-8/SVneo) and migration of EVT (HTR-8/SVneo and primary isolated EVT). For the first time, the effect of myostatin treatment on placental cells is described. The results provide a base from which further in vitro investigations on myostatin's ability to modulate placental cell function can be made.


Subject(s)
Cell Movement/physiology , Myostatin/metabolism , Trophoblasts/metabolism , Up-Regulation/drug effects , Activin Receptors, Type II/genetics , Activin Receptors, Type II/metabolism , Cell Line , Cell Movement/drug effects , Cell Proliferation/drug effects , Cell Proliferation/physiology , Female , Humans , Myostatin/genetics , Myostatin/pharmacology , Placenta/drug effects , Placenta/metabolism , Pregnancy , Trophoblasts/drug effects
6.
J Proteome Res ; 13(8): 3802-3809, 2014 Aug 01.
Article in English | MEDLINE | ID: mdl-24949862

ABSTRACT

Myostatin, a highly conserved secretory protein, negatively regulates muscle development, affecting both the proliferation and differentiation of muscle cells. Proteolytic processing of the myostatin precursor protein generates a myostatin pro-peptide and mature protein. Dimerization of the mature myostatin protein creates the active form of myostatin. Myostatin dimer activity can be inhibited by noncovalent binding of two monomeric myostatin pro-peptides. This ability for myostatin to self-regulate as well as the altered expression of myostatin in states of abnormal health (e.g., muscle wasting) support the need for specific detection of myostatin forms. Current protein detection methods (e.g., Western blot) rely greatly on antibodies and are semiquantitative at best. Tandem mass spectometry (as in this study) provides a highly specific method of detection, enabling the characterization of myostatin protein forms through the analysis of discrete peptides fragments. Utilizing the scheduled high-resolution multiple reaction monitoring paradigm (sMRMHR; AB SCIEX 5600 TripleTOF) we identified the lower limit of quantitation (LLOQ) of both mature (DFGLDCDEHSTESR) and pro-peptide regions (ELIDQYDVQR) as 0.19 nmol/L. Furthermore, scheduled multiple reaction monitoring (sMRM; AB SCIEX QTRAP 5500) identified a LLOQ for a peptide of the pro-peptide region (LETAPNISK) as 0.16 nmol/L and a peptide of the mature region (EQIIYGK) as 0.25 nmol/L.

7.
J Proteome Res ; 13(3): 1234-47, 2014 Mar 07.
Article in English | MEDLINE | ID: mdl-24512137

ABSTRACT

The combination of stable isotope labeling (SIL) with mass spectrometry (MS) allows comparison of the abundance of thousands of proteins in complex mixtures. However, interpretation of the large data sets generated by these techniques remains a challenge because appropriate statistical standards are lacking. Here, we present a generally applicable model that accurately explains the behavior of data obtained using current SIL approaches, including (18)O, iTRAQ, and SILAC labeling, and different MS instruments. The model decomposes the total technical variance into the spectral, peptide, and protein variance components, and its general validity was demonstrated by confronting 48 experimental distributions against 18 different null hypotheses. In addition to its general applicability, the performance of the algorithm was at least similar than that of other existing methods. The model also provides a general framework to integrate quantitative and error information fully, allowing a comparative analysis of the results obtained from different SIL experiments. The model was applied to the global analysis of protein alterations induced by low H2O2 concentrations in yeast, demonstrating the increased statistical power that may be achieved by rigorous data integration. Our results highlight the importance of establishing an adequate and validated statistical framework for the analysis of high-throughput data.


Subject(s)
Models, Statistical , Proteome/analysis , Proteomics/methods , Saccharomyces cerevisiae Proteins/analysis , Saccharomyces cerevisiae/genetics , Data Mining , Gene Expression/drug effects , Hydrogen Peroxide/pharmacology , Isotope Labeling , Molecular Sequence Annotation , Oxygen Isotopes , Proteome/genetics , Proteome/metabolism , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism
8.
Immunity ; 39(6): 1171-81, 2013 Dec 12.
Article in English | MEDLINE | ID: mdl-24332034

ABSTRACT

Psoriasis is a common heterogeneous inflammatory skin disease with a complex pathophysiology and limited treatment options. Here we performed proteomic analyses of human psoriatic epidermis and found S100A8-S100A9, also called calprotectin, as the most upregulated proteins, followed by the complement component C3. Both S100A8-S100A9 and C3 are specifically expressed in lesional psoriatic skin. S100A9 is shown here to function as a chromatin component modulating C3 expression in mouse and human cells by binding to a region upstream of the C3 start site. When S100A9 was genetically deleted in mouse models of skin inflammation, the psoriasis-like skin disease and inflammation were strongly attenuated, with a mild immune infiltrate and decreased amounts of C3. In addition, inhibition of C3 in the mouse model strongly reduced the inflammatory skin disease. Thus, S100A8-S100A9 can regulate C3 at the nuclear level and present potential new therapeutic targets for psoriasis.


Subject(s)
Calgranulin A/metabolism , Calgranulin B/metabolism , Complement C3/genetics , Gene Expression Regulation , Psoriasis/genetics , Psoriasis/physiopathology , Animals , Calgranulin A/genetics , Calgranulin B/genetics , Cell Nucleus/metabolism , Cells, Cultured , Complement C3/metabolism , Disease Models, Animal , Epidermal Cells , Epidermis/immunology , Humans , Mice , Promoter Regions, Genetic/genetics , Protein Binding , Proteome , Psoriasis/immunology , RNA, Small Interfering/metabolism
9.
PLoS One ; 8(11): e79636, 2013.
Article in English | MEDLINE | ID: mdl-24244532

ABSTRACT

Migration of extravillous trophoblasts (EVT) into decidua and myometrium is a critical process in the conversion of maternal spiral arterioles and establishing placenta perfusion. EVT migration is affected by cell-to-cell communication and oxygen tension. While the release of exosomes from placental cells has been identified as a significant pathway in materno-fetal communication, the role of placental-derived exosomes in placentation has yet to be established. The aim of this study was to establish the effect of oxygen tension on the release and bioactivity of cytotrophoblast (CT)-derived exosomes on EVT invasion and proliferation. CT were isolated from first trimester fetal tissue (n = 12) using a trypsin-deoxyribonuclease-dispase/Percoll method. CT were cultured under 8%, 3% or 1% O2 for 48 h. Exosomes from CT-conditioned media were isolated by differential and buoyant density centrifugation. The effect of oxygen tension on exosome release (µg exosomal protein/10(6)cells/48 h) and bioactivity were established. HTR-8/SVneo (EVT) were used as target cells to establish the effect (bioactivity) of exosomes on invasion and proliferation as assessed by real-time, live-cell imaging (Incucyte™). The release and bioactivity of CT-derived exosomes were inversely correlated with oxygen tension (p<0.001). Under low oxygen tensions (i.e. 1% O2), CT-derived exosomes promoted EVT invasion and proliferation. Proteomic analysis of exosomes identified oxygen-dependent changes in protein content. We propose that in response to changes in oxygen tension, CTs modify the bioactivity of exosomes, thereby, regulating EVT phenotype. Exosomal induction of EVT migration may represent a normal process of placentation and/or an adaptive response to placental hypoxia.


Subject(s)
Exosomes/metabolism , Hypoxia/metabolism , Trophoblasts/metabolism , Cell Movement , Cell Proliferation , Female , Humans , Oxygen/metabolism , Pregnancy , Protein Interaction Maps , Proteome , Proteomics , Signal Transduction
10.
PLoS One ; 8(7): e68451, 2013.
Article in English | MEDLINE | ID: mdl-23861904

ABSTRACT

Vasculogenesis and angiogenesis are critical processes in fetal circulation and placental vasculature development. Placental mesenchymal stem cells (pMSC) are known to release paracrine factors (some of which are contained within exosomes) that promote angiogenesis and cell migration. The aims of this study were: to determine the effects of oxygen tension on the release of exosomes from pMSC; and to establish the effects of pMSC-derived exosomes on the migration and angiogenic tube formation of placental microvascular endothelial cells (hPMEC). pMSC were isolated from placental villi (8-12 weeks of gestation, n = 6) and cultured under an atmosphere of 1%, 3% or 8% O2. Cell-conditioned media were collected and exosomes (exo-pMSC) isolated by differential and buoyant density centrifugation. The dose effect (5-20 µg exosomal protein/ml) of pMSC-derived exosomes on hPMEC migration and tube formation were established using a real-time, live-cell imaging system (Incucyte™). The exosome pellet was resuspended in PBS and protein content was established by mass spectrometry (MS). Protein function and canonical pathways were identified using the PANTHER program and Ingenuity Pathway Analysis, respectively. Exo-pMSC were identified, by electron microscopy, as spherical vesicles, with a typical cup-shape and diameters around of 100 nm and positive for exosome markers: CD63, CD9 and CD81. Under hypoxic conditions (1% and 3% O2) exo-pMSC released increased by 3.3 and 6.7 folds, respectively, when compared to the controls (8% O2; p<0.01). Exo-pMSC increased hPMEC migration by 1.6 fold compared to the control (p<0.05) and increased hPMEC tube formation by 7.2 fold (p<0.05). MS analysis identified 390 different proteins involved in cytoskeleton organization, development, immunomodulatory, and cell-to-cell communication. The data obtained support the hypothesis that pMSC-derived exosomes may contribute to placental vascular adaptation to low oxygen tension under both physiological and pathological conditions.


Subject(s)
Cell Movement , Endothelial Cells/cytology , Exosomes/metabolism , Microvessels/cytology , Neovascularization, Physiologic , Signal Transduction , Cell Hypoxia/drug effects , Cell Movement/drug effects , Endothelial Cells/drug effects , Endothelial Cells/metabolism , Exosomes/drug effects , Female , Humans , Kinetics , Mass Spectrometry , Mesenchymal Stem Cells/cytology , Mesenchymal Stem Cells/drug effects , Mesenchymal Stem Cells/metabolism , Neovascularization, Physiologic/drug effects , Oxygen/pharmacology , Placenta/cytology , Pregnancy , Proteomics , Signal Transduction/drug effects , Software
11.
Analyst ; 137(22): 5302-11, 2012 Nov 21.
Article in English | MEDLINE | ID: mdl-23014190

ABSTRACT

Mercury toxicity and its implications in development are a major concern, due to the major threat to ecosystems and human health that this compound represents. Although some of the effects of methylmercury (MeHg) exposure have been extensively studied, the molecular mechanisms of interaction between this compound and developing organisms are still not completely understood. To provide further insights into these mechanisms, we carried out a quantitative proteomic study (iTRAQ) using zebrafish larvae exposed to 5 µg L(-1) and 25 µg L(-1) MeHg as a model. In this study, a multidimensional approach combining isoelectric focusing (IEF) and strong cation exchange (SCX) followed by reversed phase liquid chromatography prior to MALDI TOF/TOF analysis was employed, which resulted in a substantial increase in proteome coverage. Among the proteins identified, 71 were found de-regulated by more than 1.5-fold, and implicated in embryonic development, protein synthesis, calcium homeostasis and energy production. Furthermore, morphological and histological analysis of exposed larvae was carried out, reflecting changes such as smaller swim bladder, remaining yolk, bent body axis and accumulation of blood in the heart, among others.


Subject(s)
Chromatography, High Pressure Liquid , Embryonic Development/drug effects , Methylmercury Compounds/toxicity , Proteome/analysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Animals , Calcium/metabolism , Chromatography, Ion Exchange , Chromatography, Reverse-Phase , Energy Metabolism , Isoelectric Focusing , Larva/drug effects , Larva/growth & development , Methylmercury Compounds/chemistry , Peptides/analysis , Zebrafish/growth & development
12.
Proteomics ; 12(9): 1319-27, 2012 May.
Article in English | MEDLINE | ID: mdl-22589181

ABSTRACT

New disease specific biomarkers, especially for cancer, are urgently needed to improve individual diagnosis, prognosis, and treatment selection, that is, for personalized medicine. Genetic mutations that affect protein function drive cancer. Therefore, the detection of such mutations represents a source of cancer specific biomarkers. Here we confirm the implementation of the mutant protein specific immuno-SRM (where SRM is selective reaction monitoring) mass spectrometry method of RAS proteins reported by Wang et al. [Proc. Natl. Acad. Sci. USA 2011, 108, 2444-2449], which exploits an antibody to simultaneously capture the different forms of the target protein and the resolving power and sensitivity of LC-MS/MS and improve the technique by using a more sensitive mass spectrometer. The mutant form G12D was quantified by SRM on a QTRAP 5500 mass spectrometer and the MIDAS workflow was used to confirm the sequence of the targeted peptides. This assay has been applied to quantify wild type and mutant RAS proteins in patient tumors, xenografted human tissue, and benign human epidermal tumors at high sensitivity. The limit of detection for the target proteins was as low as 12 amol (0.25 pg). It requires low starting amounts of tissue (ca.15 mg) that could be obtained from a needle aspiration biopsy. The described strategy could find application in the clinical arena and be applied to the study of expression of protein variants in disease.


Subject(s)
Biomarkers, Tumor/analysis , Colorectal Neoplasms/chemistry , Mass Spectrometry/methods , Mutant Proteins/analysis , Neoplasm Proteins/analysis , Pancreatic Neoplasms/chemistry , Animals , Calibration , Colorectal Neoplasms/genetics , Female , Humans , Immunoprecipitation , Linear Models , Mice , Mice, Nude , Pancreatic Neoplasms/genetics , Peptides/analysis , Proto-Oncogene Proteins/analysis , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins p21(ras) , Reproducibility of Results , Sensitivity and Specificity , Tissue Array Analysis , ras Proteins/analysis , ras Proteins/genetics
13.
Mol Biol Evol ; 29(9): 2265-83, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22446687

ABSTRACT

Advances in high-throughput mass spectrometry are making proteomics an increasingly important tool in genome annotation projects. Peptides detected in mass spectrometry experiments can be used to validate gene models and verify the translation of putative coding sequences (CDSs). Here, we have identified peptides that cover 35% of the genes annotated by the GENCODE consortium for the human genome as part of a comprehensive analysis of experimental spectra from two large publicly available mass spectrometry databases. We detected the translation to protein of "novel" and "putative" protein-coding transcripts as well as transcripts annotated as pseudogenes and nonsense-mediated decay targets. We provide a detailed overview of the population of alternatively spliced protein isoforms that are detectable by peptide identification methods. We found that 150 genes expressed multiple alternative protein isoforms. This constitutes the largest set of reliably confirmed alternatively spliced proteins yet discovered. Three groups of genes were highly overrepresented. We detected alternative isoforms for 10 of the 25 possible heterogeneous nuclear ribonucleoproteins, proteins with a key role in the splicing process. Alternative isoforms generated from interchangeable homologous exons and from short indels were also significantly enriched, both in human experiments and in parallel analyses of mouse and Drosophila proteomics experiments. Our results show that a surprisingly high proportion (almost 25%) of the detected alternative isoforms are only subtly different from their constitutive counterparts. Many of the alternative splicing events that give rise to these alternative isoforms are conserved in mouse. It was striking that very few of these conserved splicing events broke Pfam functional domains or would damage globular protein structures. This evidence of a strong bias toward subtle differences in CDS and likely conserved cellular function and structure is remarkable and strongly suggests that the translation of alternative transcripts may be subject to selective constraints.


Subject(s)
Alternative Splicing , Proteins/chemistry , Proteins/genetics , Proteomics , Amino Acid Sequence , Animals , Catalytic Domain , Drosophila , Genome , Humans , Mice , Models, Molecular , Molecular Sequence Annotation , Molecular Sequence Data , Nonsense Mediated mRNA Decay , Peptides/chemistry , Peptides/genetics , Proteasome Endopeptidase Complex/chemistry , Protein Biosynthesis , Protein Conformation , Protein Interaction Domains and Motifs , Protein Isoforms , Proteins/metabolism , Sequence Alignment
14.
Mol Cell Proteomics ; 9(10): 2276-91, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20139371

ABSTRACT

KiSS-1 is a metastasis suppressor gene reported to be involved in the progression of several solid neoplasias. The loss of KiSS-1 gene expression has been shown to be inversely correlated with increasing tumor stage, distant metastases, and poor overall survival in bladder tumors. To identify the molecular pathways associated with the metastasis suppressor role of KiSS-1 in bladder cancer, we carried out a proteomics analysis of bladder cancer cells (EJ138) transiently transfected with a vector encompassing the full-length KiSS-1 gene using an iTRAQ (isobaric tags for relative and absolute quantitation) approach. Protein extracts collected after 24- and 48-h transfection were fractionated and cleaved with trypsin, and the resulting peptides were labeled with iTRAQ reagents. The labeled peptides were separated by strong cation exchange and reversed phase LC and analyzed by MALDI-TOF/TOF MS. Three software packages were utilized for data analysis: ProteinPilot for identification and quantification of differentially expressed proteins, Protein Center for gene ontology analysis, and Ingenuity Pathways Analysis to provide insight into biological networks. Comparative analysis among transfected, mock, and empty vector-exposed cells identified 1529 proteins with high confidence (>99%) showing high correlation rates among replicates (70%). The involvement of the identified proteins in biological networks served to characterize molecular pathways associated with KiSS-1 expression and to select critical candidates for verification analyses by Western blot using independent transfected replicates. As part of complementary clinical validation strategies, immunohistochemical analyses of proteins regulated by KiSS-1, such as Filamin A, were performed on bladder tumors spotted onto tissue microarrays (n = 280). In summary, our study not only served to uncover molecular mechanisms associated with the metastasis suppressor role of KiSS-1 in bladder cancer but also to reveal the biomarker role of Filamin A in bladder cancer progression and clinical outcome.


Subject(s)
Chromatography, Liquid/methods , Neoplasm Proteins/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Transfection , Tumor Suppressor Proteins/genetics , Base Sequence , Cell Line, Tumor , DNA Primers , Humans , Immunohistochemistry , Kisspeptins , Reproducibility of Results , Reverse Transcriptase Polymerase Chain Reaction
15.
Clin Transl Oncol ; 11(6): 356-62, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19531450

ABSTRACT

Protein phosphorylation plays key roles in the regulation of normal and cancer cells. It is a highly dynamic process. Protein kinases are the targets of several new cancer drugs and drug candidates. However, some of the main issues related to new drugs are how they function and the selection of those patients that will likely respond best to a particular treatment regime. There is an urgent need to understand and monitor kinase signalling pathways. Phosphoproteomics requires the enrichment of phosphorylated proteins or peptides from tissue or bodily fluids, and the application of technologies such as mass spectrometry (MS) to the identification and quantification of protein phosphorylation sites. As the field develops it will provide pharmacodynamic readouts of disease states and cellular drug responses in tumour samples. There have been a number of recent advances, but there are still technical hurdles and bioinformatics challenges that need to be addressed.


Subject(s)
Drug Delivery Systems , Neoplasm Proteins/physiology , Neoplasms/metabolism , Phosphoproteins/physiology , Proteomics/methods , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Chromatography, Affinity/methods , Chromatography, Ion Exchange , Computational Biology , Electrophoresis, Gel, Two-Dimensional , Humans , Immunoprecipitation , Mass Spectrometry/methods , Mice , Neoplasm Proteins/analysis , Neoplasm Proteins/antagonists & inhibitors , Neoplasm Proteins/isolation & purification , Neoplasms/drug therapy , Neoplasms/genetics , Peptide Mapping/methods , Phosphoproteins/analysis , Phosphoproteins/isolation & purification , Phosphorylation , Protein Array Analysis , Protein Kinase Inhibitors/pharmacology , Protein Processing, Post-Translational , Signal Transduction/drug effects , Signal Transduction/physiology , Titanium , Zirconium
16.
Mol Cell Proteomics ; 8(9): 2051-62, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19556279

ABSTRACT

The growing use of selected reaction monitoring (SRM) mass spectrometry in proteomic analyses led us to investigate how to identify peptides by SRM using only a minimal number of fragment ions. By using a computational model of the SRM work flow we computed the potential interferences from other peptides in a given proteome. From these results, we selected the deterministic SRM addresses that contained sufficient information to confer peptide and protein identity that we termed unique ion signatures (UIS). We computationally showed that UIS comprised of only two transitions are diagnostic for >99% of Escherichia coli proteins and >96% of human proteins that possess a sequence-unique peptide. We demonstrated an example of experimental use of UIS using a modified SRM methodology to profile the E. coli tricarboxylic acid cycle from a single injection of cell lysate. In addition, we showed the potential of UIS to form the first functionally orthogonal approach to validate peptide assignments obtained from conventional analyses of MS/MS spectra. The UIS methodology is a novel deterministic peptide identification method for MS/MS spectra based on information content. These robust theoretical assays will have widespread use when integrated with previously collected MS/MS data and conventional proteomics technologies.


Subject(s)
Mass Spectrometry/methods , Peptides/analysis , Amino Acid Sequence , Biological Assay , Citric Acid Cycle , Computer Simulation , Escherichia coli Proteins/analysis , Escherichia coli Proteins/chemistry , Humans , Ions , Isocitrate Dehydrogenase/chemistry , Molecular Sequence Data , Peptides/chemistry , Proteome/analysis , Proteome/chemistry , Reproducibility of Results
17.
Proteomics ; 9(5): 1120-3, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19253278

ABSTRACT

Selected reaction monitoring (SRM) MS is proving to be a popular approach for targeted quantitative proteomics. The use of proteotypic peptides as candidates for SRM analysis is a wise first step in SRM method design. The obvious reason for this is the need to avoid redundancy at the sequence level, however this is incidental. The true reason is that homologous peptides result in redundancy in the mass-to-charge domain. This may seem like a trivial subtlety, however, we believe this is an issue of far greater significance than the proteomic community is aware. This VIEWPOINT article serves to highlight the complexity associated with designing SRM assays in light of potential ion redundancy.


Subject(s)
Mass Spectrometry/methods , Peptides/analysis , Proteomics/methods , Ions/chemistry
18.
Arthritis Rheum ; 54(12): 3859-67, 2006 Dec.
Article in English | MEDLINE | ID: mdl-17136753

ABSTRACT

OBJECTIVE: To identify the components of conditioned medium obtained from intervertebral disc nucleus pulposus-derived canine notochord cells, and to evaluate the capacity of such factors to affect disc-derived chondrocyte gene expression of aggrecan, versican, and hyaluronic acid synthase 2 (HAS-2) as a function of culture conditions. METHODS: Canine notochord cells obtained from nonchondrodystrophic dogs were cultured within alginate beads under conditions of serum deficiency (Dulbecco's modified Eagle's medium [DMEM]) to produce notochord cell-conditioned medium (NCCM). NCCM was evaluated by sodium dodecyl sulfate-polyacrylamide gel electrophoresis and liquid chromatography-tandem mass spectroscopy. Bovine disc-derived chondrocytes were cultured with serum-deficient medium (DMEM) and NCCM and assayed for the effect of tissue culture conditions on aggrecan, versican, and HAS-2 gene expression. Next, chondrocyte gene expression for aggrecan was evaluated using DMEM containing recombinant connective tissue growth factor (rCTGF), and the results compared with those obtained using NCCM and DMEM. RESULTS: NCCM contained aggrecan, Cu/Zn superoxide dismutase, fibronectin, and CTGF precursor. Culture with NCCM caused an up-regulation of aggrecan, versican, and HAS-2 gene expression. NCCM induced aggrecan gene expression in chondrocytes at a level similar to that induced by 100-200 ng/ml rCTGF. Nonchondrodystrophic and chondrodystrophic canine notochord cells exhibited similar levels of CTGF gene expression. CONCLUSION: Nucleus pulposus-derived notochord cells secrete CTGF (CCN2), a recently discovered multifunctional growth factor. There is no difference between CTGF gene expression in nonchondrodystrophic and chondrodystrophic canine notochord cells, suggesting a possible role of CTGF as an anabolic factor within the disc nucleus that is, to at least some degree, dependent on the population of notochord cells within the disc nucleus.


Subject(s)
Chondrocytes/cytology , Immediate-Early Proteins/metabolism , Intercellular Signaling Peptides and Proteins/metabolism , Intervertebral Disc/cytology , Notochord/cytology , Proteoglycans/metabolism , Up-Regulation/physiology , Aggrecans/genetics , Aggrecans/metabolism , Animals , Cattle , Cells, Cultured , Chondrocytes/drug effects , Chondrocytes/metabolism , Connective Tissue Growth Factor , Culture Media, Conditioned/chemistry , Culture Media, Conditioned/metabolism , Culture Media, Conditioned/pharmacology , Dogs , Glucuronosyltransferase/genetics , Glucuronosyltransferase/metabolism , Hyaluronan Synthases , Intervertebral Disc/drug effects , Intervertebral Disc/metabolism , Notochord/metabolism , Up-Regulation/drug effects , Versicans/genetics
19.
J Biol Chem ; 279(39): 40683-9, 2004 Sep 24.
Article in English | MEDLINE | ID: mdl-15220344

ABSTRACT

Hydrolysis of triglycerides is central to energy homeostasis in white adipose tissue (WAT). Hormone-sensitive lipase (HSL) was previously felt to mediate all lipolysis in WAT. Surprisingly, HSL-deficient mice show active HSL-independent lipolysis, suggesting that other lipase(s) also mediate triglyceride hydrolysis. To clarify this, we used functional proteomics to detect non-HSL lipase(s) in mouse WAT. After cell fractionation of intraabdominal WAT, most non-HSL neutral lipase activity is localized in the 100,000 x g infranatant and fat cake fractions. By oleic acid-linked agarose chromatography of infranatant followed by elution in a 3-[(3-cholamidopropyl)dimethylammonio]-1-propanesulfonic acid gradient, we identified two peaks of esterase activity using p-nitrophenyl butyrate as a substrate. One of the peaks contained most of the lipase activity. In the corresponding fractions, gel permeation chromatography and SDS-PAGE, followed by tandem mass spectrometric analysis of excised Coomassie Blue-stained peptides, revealed carboxylesterase 3 (triacylglycerol hydrolase (TGH); EC 3.1.1.1). TGH is also the principle lipase of WAT fat cake extracts. Partially purified WAT TGH had lipase activity as well as lesser but detectable neutral cholesteryl ester hydrolase activity. Western blotting of subcellular fractions of WAT and confocal microscopy of fibroblasts following in vitro adipocytic differentiation are consistent with a distribution of TGH to endoplasmic reticulum, cytosol, and the lipid droplet. TGH is responsible for a major part of non-HSL lipase activity in WAT in vitro and may mediate some or all HSL-independent lipolysis in adipocytes.


Subject(s)
Adipocytes/enzymology , Lipase/physiology , Adipocytes/metabolism , Alkanesulfonic Acids/chemistry , Animals , Blotting, Western , Carboxylesterase/metabolism , Cholesterol/chemistry , Chromatography , Chromatography, Agarose , Chromatography, Gel , Cytosol/metabolism , Electrophoresis, Polyacrylamide Gel , Endoplasmic Reticulum/metabolism , Esterases/metabolism , Fibroblasts/metabolism , Hydrolysis , Lipase/metabolism , Lipid Metabolism , Mass Spectrometry , Mice , Mice, Inbred C57BL , Microscopy, Confocal , NIH 3T3 Cells , Oleic Acid/chemistry , Peptides/chemistry , Sterol Esterase/metabolism , Subcellular Fractions/metabolism , Substrate Specificity , Time Factors , Triglycerides/chemistry
20.
Biochem J ; 380(Pt 1): 243-53, 2004 May 15.
Article in English | MEDLINE | ID: mdl-14969583

ABSTRACT

Macrophage colony-stimulating factor (M-CSF or CSF-1) controls the development of macrophage lineage cells via activation of its tyrosine kinase receptor, c-Fms. After adding CSF-1 to M1 myeloid cells expressing CSF-1R (CSF-1 receptor), tyrosine phosphorylation of many cellular proteins occurs, which might be linked to subsequent macrophage differentiation. The biological significance and characterization of such proteins were explored by a dual strategy comprising two-dimensional SDS/PAGE analysis of cell lysates of CSF-1-treated M1 cells expressing the wild-type or a mutated receptor, together with an enrichment strategy involving a tyrosine-phosphorylated receptor construct. In the present study, we report the identification by MS of a novel, low-abundance, 110 kDa form of myosin XVIIIA (MysPDZ, myosin containing PDZ domain), which appears to be preferentially tyrosine-phosphorylated after CSF-1R activation when compared with other known isoforms. Receptor mutation studies indicate that CSF-1R-dependent tyrosine phosphorylation of p110myosin XVIIIA requires Tyr-559 in the cytoplasmic domain of the receptor and is therefore Src-family kinase-dependent. Gelsolin, Erp61 protein disulphide-isomerase and possibly non-muscle myosin IIA were also tyrosine-phosphorylated under similar conditions. Similar to the more abundant p190 isoform, p110 myosin XVIIIA lacks a PDZ domain and, in addition, it may lack motor activity. The phosphorylation of p110 myosin XVIIIA by CSF-1 may alter its cellular localization or target its association with other proteins.


Subject(s)
Macrophage Colony-Stimulating Factor/pharmacology , Myosins/metabolism , Protein Processing, Post-Translational , Receptor, Macrophage Colony-Stimulating Factor/physiology , Signal Transduction , Amino Acid Sequence , Animals , Cell Differentiation , Cell Line/drug effects , Cell Line/metabolism , Electrophoresis, Gel, Two-Dimensional , Gelsolin/metabolism , Genes, fms , Heat-Shock Proteins/metabolism , Isomerases/metabolism , Macrophages/drug effects , Mice , Molecular Sequence Data , Myeloid Cells/metabolism , Myosins/chemistry , Myosins/isolation & purification , Nonmuscle Myosin Type IIA/metabolism , Phosphorylation/drug effects , Phosphotyrosine/analysis , Protein Disulfide-Isomerases , Protein Processing, Post-Translational/drug effects , Receptor, Macrophage Colony-Stimulating Factor/drug effects , Recombinant Fusion Proteins/physiology , Transfection , src-Family Kinases/metabolism
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