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1.
Oncogene ; 32(37): 4397-405, 2013 Sep 12.
Article in English | MEDLINE | ID: mdl-23085761

ABSTRACT

NANOG is a stem cell transcription factor that is essential for embryonic development, reprogramming normal adult cells and malignant transformation and progression. The nearly identical retrogene NANOGP8 is expressed in multiple cancers, but generally not in normal tissues and its function is not well defined. Our postulate is that NANOGP8 directly modulates the stemness of individual human colorectal carcinoma (CRC) cells. Stemness was measured in vitro as the spherogenicity of single CRC cells in serum-free medium and the size of the side population (SP) and in vivo as tumorigenicity and experimental metastatic potential in NOD/SCID mice. We found that 80% of clinical liver metastases express a NANOG with 75% of the positive metastases containing NANOGP8 transcripts. In all, 3-62% of single cells within six CRC lines form spheroids in serum-free medium in suspension. NANOGP8 is translated into protein. The relative expression of a NANOG gene increased 8- to 122-fold during spheroid formation, more than the increase in OCT4 or SOX2 transcripts with NANOGP8 the more prevalent family member. Short hairpin RNA (shRNA) to NANOG not only inhibits spherogenicity but also reduces expression of OCT4 and SOX2, the size of the SP and tumor growth in vivo. Inhibition of NANOG gene expression is associated with inhibition of proliferation and decreased phosphorylation of G2-related cell-cycle proteins. Overexpression of NANOGP8 rescues single-cell spherogenicity when NANOG gene expression is inhibited and increases the SP in CRC. Thus, NANOGP8 can substitute for NANOG in directly promoting stemness in CRC.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Neoplastic Stem Cells/metabolism , Animals , Cell Line, Tumor , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , Colorectal Neoplasms/pathology , Disease Models, Animal , Gene Expression Regulation, Neoplastic , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Nanog Homeobox Protein , Neoplasm Metastasis , Spheroids, Cellular , Tumor Cells, Cultured
2.
J Dairy Sci ; 95(4): 1699-708, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22459818

ABSTRACT

Increased levels of estrogen metabolites are believed to be associated with cancers of the reproductive system. One potential dietary source of these metabolites that is commonly consumed worldwide is milk. In North America, dairy cows are the most common source of milk; however, goats are the primary source of milk worldwide. In this study, the absolute concentrations of unconjugated and total (unconjugated plus conjugated) estrone (E(1)) and 17ß-estradiol (E(2)) were compared in a variety of commercial cow milks (regular and organic) and goat milk. A lower combined concentration of E(1) and E(2) was found in goat milk than in any of the cow milk products tested. The differences in E(1) and E(2) levels between regular and organic cow milks were not as significant as the differences between goat milk and any of the cow milk products. Goat milk represents a better dietary choice for individuals concerned with limiting their estrogen intake.


Subject(s)
Cattle , Estradiol/analysis , Estrone/analysis , Goats , Milk/chemistry , Animals , Fats/analysis , Food Contamination/analysis , Neoplasms/chemically induced , Risk Factors
3.
J Steroid Biochem Mol Biol ; 121(3-5): 538-45, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20382222

ABSTRACT

Endogenous estrogen plays an integral role in the etiology of breast and endometrial cancer, and conceivably ovarian cancer. However, the underlying mechanisms and the importance of patterns of estrogen metabolism and specific estrogen metabolites have not been adequately explored. Long-standing hypotheses, derived from laboratory experiments, have not been tested in epidemiologic research because of the lack of robust, rapid, accurate measurement techniques appropriate for large-scale studies. We have developed a stable isotope dilution liquid chromatography-tandem mass spectrometry (LC-MS(2)) method that can measure concurrently all 15 estrogens and estrogen metabolites (EM) in urine and serum with high sensitivity (level of detection=2.5-3.0fmol EM/mL serum), specificity, accuracy, and precision [laboratory coefficients of variation (CV's) < or =5% for nearly all EM]. The assay requires only extraction, a single chemical derivatization, and less than 0.5mL of serum or urine. By incorporating enzymatic hydrolysis, the assay measures total (glucuronidated+sulfated+unconjugated) EM. If the hydrolysis step is omitted, the assay measures unconjugated EM. Interindividual differences in urinary EM concentrations (pg/mL creatinine), which reflect total EM production, were consistently large, with a range of 10-100-fold for nearly all EM in premenopausal and postmenopausal women and men. Correlational analyses indicated that urinary estrone and estradiol, the most commonly measured EM, do not accurately represent levels of total urinary EM or of the other EM. In serum, all 15 EM were detected as conjugates, but only 5 were detected in unconjugated form. When we compared our assay methods with indirect radioimmunoassays for estrone, estradiol, and estriol and enzyme-linked immunosorbent assays for 2-hydroxyestrone and 16alpha-hydroxyestrone, ranking of individuals agreed well for premenopausal women [Spearman r (r(s))=0.8-0.9], but only moderately for postmenopausal women (r(s)=0.4-0.8). Our absolute readings were consistently lower, especially at the low concentrations characteristic of postmenopausal women, possibly because of improved specificity. We are currently applying our EM measurement techniques in several epidemiologic studies of premenopausal and postmenopausal breast cancer.


Subject(s)
Estrogens/administration & dosage , Chromatography, Liquid , Epidemiologic Studies , Estrogens/metabolism , Female , Humans , Limit of Detection , Male , Reproducibility of Results , Tandem Mass Spectrometry
4.
Oncogene ; 25(4): 566-78, 2006 Jan 26.
Article in English | MEDLINE | ID: mdl-16170345

ABSTRACT

The Rho activator ECT2 functions as a key regulator in cytokinesis. ECT2 is phosphorylated during G2/M phase, but the physiological significance of this event is not well known. In this study, we show that phosphorylation of ECT2 at threonine-341 (T341) affects the autoregulatory mechanism of ECT2. In G2/M phase, ECT2 was phosphorylated at T341 most likely by Cyclin B/Cyclin-dependent kinase 1 (Cdk1), and then dephosphorylated before cytokinesis. Depletion of ECT2 by RNA interference (RNAi) efficiently induced multinucleate cells. Expression of the phospho-deficient mutant of ECT2 at T341 suppressed the multinucleation induced by RNAi to ECT2, indicating that ECT2 is biologically active even when it is not phosphorylated at T341. However, the phospho-mimic mutation at T341 weakly stimulates the catalytic activity of ECT2 as detected by serum response element reporter gene assays. As T341 is located at the hinge region of the N-terminal regulatory domain and C-terminal catalytic domain, phosphorylation of T341 may help accessing downstream signaling molecules to further activate ECT2. We found that the phospho-mimic mutation T341D increases binding with itself or the N-terminal half of ECT2. These results suggest a conformational change of ECT2 upon phosphorylation at T341. Therefore, ECT2 activity might be regulated by the phosphorylation status of T341. We propose that T341 phosphorylation by Cyclin B/Cdk1 could be a trigger for further activation of ECT2.


Subject(s)
Proto-Oncogene Proteins/chemistry , Amino Acid Sequence , Cell Division , Cells, Cultured , Cyclin B/physiology , Cytokinesis , G2 Phase , Humans , Mitosis , Molecular Sequence Data , Phosphorylation , Protein Conformation , RNA, Small Interfering/pharmacology , Threonine
5.
Endocr Relat Cancer ; 12(2): 263-72, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15947101

ABSTRACT

Metastatic lesions occur in up to 36% of patients with pheochromocytoma. Currently there is no way to reliably detect or predict which patients are at risk for metastatic pheochromocytoma. Thus, the discovery of biomarkers that could distinguish patients with benign disease from those with metastatic disease would be of great clinical value. Using surface-enhanced laser desorption ionization protein chips combined with high-resolution mass spectrometry, we tested the hypothesis that pheochromocytoma pathologic states can be reflected as biomarker information within the low molecular weight (LMW) region of the serum proteome. LMW protein profiles were generated from the serum of 67 pheochromocytoma patients from four institutions and analyzed by two different bioinformatics approaches employing pattern recognition algorithms to determine if the LMW component of the circulatory proteome contains potentially useful discriminatory information. Both approaches were able to identify combinations of LMW molecules which could distinguish all metastatic from all benign pheochromocytomas in a separate blinded validation set. In conclusion, for this study set low molecular mass biomarker information correlated with pheochromocytoma pathologic state using blinded validation. If confirmed in larger validation studies, efforts to identify the underlying diagnostic molecules by sequencing would be warranted. In the future, measurement of these biomarkers could be potentially used to improve the ability to identify patients with metastatic disease.


Subject(s)
Adrenal Gland Neoplasms/diagnosis , Biomarkers, Tumor/blood , Neoplasm Proteins/blood , Pheochromocytoma/diagnosis , Proteome/analysis , Adolescent , Adrenal Gland Neoplasms/pathology , Adult , Aged , Child , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Molecular Weight , Neoplasm Metastasis , Pheochromocytoma/pathology , Proteomics
6.
Endocr Relat Cancer ; 11(2): 163-78, 2004 Jun.
Article in English | MEDLINE | ID: mdl-15163296

ABSTRACT

Serum proteomic pattern diagnostics is an emerging paradigm employing low-resolution mass spectrometry (MS) to generate a set of biomarker classifiers. In the present study, we utilized a well-controlled ovarian cancer serum study set to compare the sensitivity and specificity of serum proteomic diagnostic patterns acquired using a high-resolution versus a low-resolution MS platform. In blinded testing sets, the high-resolution mass spectral data contained multiple diagnostic signatures that were superior to the low-resolution spectra in terms of sensitivity and specificity (P<0.00001) throughout the range of modeling conditions. Four mass spectral feature set patterns acquired from data obtained exclusively with the high-resolution mass spectrometer were 100% specific and sensitive in their diagnosis of serum samples as being acquired from either unaffected patients or those suffering from ovarian cancer. Important to the future of proteomic pattern diagnostics is the ability to recognize inferior spectra statistically, so that those resulting from a specific process error are recognized prior to their potentially incorrect (and damaging) diagnosis. To meet this need, we have developed a series of quality-assurance and in-process control procedures to (a) globally evaluate sources of sample variability, (b) identify outlying mass spectra, and (c) develop quality-control release specifications. From these quality-assurance and control (QA/QC) specifications, we identified 32 mass spectra out of the total 248 that showed statistically significant differences from the norm. Hence, 216 of the initial 248 high-resolution mass spectra were determined to be of high quality and were remodeled by pattern-recognition analysis. Again, we obtained four mass spectral feature set patterns that also exhibited 100% sensitivity and specificity in blinded validation tests (68/68 cancer: including 18/18 stage I, and 43/43 healthy). We conclude that (a) the use of high-resolution MS yields superior classification patterns as compared with those obtained with lower resolution instrumentation; (b) although the process error that we discovered did not have a deleterious impact on the present results obtained from proteomic pattern analysis, the major source of spectral variability emanated from mass spectral acquisition, and not bias at the clinical collection site; (c) this variability can be reduced and monitored through the use of QA/QC statistical procedures; (d) multiple and distinct proteomic patterns, comprising low molecular weight biomarkers, detected by high-resolution MS achieve accuracies surpassing individual biomarkers, warranting validation in a large clinical study.


Subject(s)
Biomarkers, Tumor/blood , Blood Proteins/analysis , Neoplasm Proteins/blood , Ovarian Neoplasms/blood , Diagnosis, Differential , Female , Humans , Protein Array Analysis , Proteomics , Sensitivity and Specificity , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
7.
Anal Chem ; 75(23): 6517-22, 2003 Dec 01.
Article in English | MEDLINE | ID: mdl-14640722

ABSTRACT

Measurement of the proliferation of lymphocytes and other high-turnover cell populations in vivo can be accomplished through the incorporation of an isotopically labeled DNA precursor into actively dividing cells and the subsequent determination of the isotope enrichment in the isolated genomic DNA from selected cell populations. Two published gas chromatography/mass spectrometry (GC/MS) methods were successfully modified by our laboratory whereby a postinjection methylation reaction, rather than silylation or acetylation, was used to form a volatile derivative of deoxyadenosine (dA). We also developed a second robust microcapillary liquid chromatography-electrospray ionization (microLC-ESI)/MS method that is faster and more sensitive than the GC/MS method and does not require sample derivatization. Following administration of [6,6-(2)H(2)]-glucose to human immunodeficiency virus-infected patients, peripheral blood was drawn; cells were obtained by lymphapheresis and fractionated. DNA was isolated from the desired cell subtypes and enzymatically hydrolyzed to the free deoxyribonucleosides. The digest was analyzed using both capillary GC/MS and microLC/ESI-MS to measure the levels of the dA and [(2)H(2)]-dA or their reaction products. Sample enrichments were calculated by comparison to standard curves prepared from dA and [(2)H(2)]-dA. The microLC/ESI-MS method required fewer cells, less sample preparation, shorter analysis times, and a single calibration curve. Overall, the microLC/ESI-MS method is superior to the GC/MS method in terms of precision and accuracy, while providing a 4-fold increase in sensitivity (from 20 pmol at 0.2% [(2)H(2)]-dA enrichment to 5 pmol at 0.1% [(2)H(2)]-dA enrichment).


Subject(s)
Chromatography, Liquid/methods , DNA/analysis , Glucose/analysis , Isotope Labeling/methods , Spectrometry, Mass, Electrospray Ionization/methods , T-Lymphocytes/chemistry , Deuterium/analysis , Humans
8.
Rapid Commun Mass Spectrom ; 15(17): 1539-47, 2001.
Article in English | MEDLINE | ID: mdl-11713780

ABSTRACT

Electrospray ionization mass spectrometry is playing an increasing role in the study of noncovalent interactions involving biomolecules. RNA-RNA complexes are important in many areas of biology, including RNA catalysis, RNA splicing, ribosome function, and gene regulation. Here, microelectrospray mass spectrometry (micron ESI-MS) is used to study noncovalent base-pairing interactions between RNA oligonucleotides, an area not previously explored by this technique. Using a set of complementary RNA oligonucleotides, we demonstrate the formation of the expected double-helical RNA complexes composed of three distinct oligonucleotides. The ability to study specific RNA noncovalent interactions by micron ESI-MS has the potential to provide a unique method by which to analyze and assign precise molecular masses to RNA-RNA complexes.


Subject(s)
Oligonucleotides/chemistry , RNA/chemistry , Spectrometry, Mass, Electrospray Ionization/methods , Base Sequence , Molecular Sequence Data , Oligonucleotides/chemical synthesis
9.
Rapid Commun Mass Spectrom ; 15(17): 1539-47, 2001.
Article in English | MEDLINE | ID: mdl-11544590

ABSTRACT

Electrospray ionization mass spectrometry is playing an increasing role in the study of noncovalent interactions involving biomolecules. RNA-RNA complexes are important in many areas of biology, including RNA catalysis, RNA splicing, ribosome function, and gene regulation. Here, microelectrospray mass spectrometry (microESI-MS) is used to study noncovalent base-pairing interactions between RNA oligonucleotides, an area not previously explored by this technique. Using a set of complementary RNA oligonucleotides, we demonstrate the formation of the expected double-helical RNA complexes composed of three distinct oligonucleotides. The ability to study specific RNA noncovalent interactions by microESI-MS has the potential to provide a unique method by which to analyze and assign precise molecular masses to RNA-RNA complexes.


Subject(s)
Oligonucleotides/chemistry , RNA/chemistry , Spectrometry, Mass, Electrospray Ionization/methods , Base Sequence , Molecular Sequence Data , Protein Binding , RNA/analysis
10.
Electrophoresis ; 22(9): 1652-68, 2001 May.
Article in English | MEDLINE | ID: mdl-11425221

ABSTRACT

The patterns of gene expression, post-translational modifications, protein/biomolecular interactions, and how these may be affected by changes in the environment, cannot be accurately predicted from DNA sequences. Approaches for proteome characterization are generally based upon mass spectrometric analysis of in-gel digested two dimensional polyacrylamide gel electrophoresis (2-D PAGE) separated proteins, allowing relatively rapid protein identification compared to conventional approaches. This technique, however, is constrained by the speed of the 2-D PAGE separations, the sensitivity limits intrinsic to staining necessary for protein visualization, the speed and sensitivity of subsequent mass spectrometric analyses for identification, and the limited ability for accurate quantitative measurements based on differences in spot intensity. We are presently developing alternative approaches for proteomics based upon the combination of fast capillary electrophoresis, or other suitable chromatographic separations, and the high mass accuracy and sensitivity obtainable with unique Fourier transform ion cyclotron resonance (FTICR) mass spectrometers available at our laboratory. Several approaches are presently being pursued; one based upon the analysis of intact proteins and the second upon approaches for global protein digestion and accurate peptide mass analysis. Quantitation of protein/peptide levels are based on using two or more stable-isotope labeled versions of proteomes which are combined to obtain precise quantitation of relative protein abundances. We describe the status of our efforts towards the development of a high-throughput proteomics capability and present initial results for application to several microorganisms and discuss our efforts for extending the developed capability to mammalian proteomes.


Subject(s)
Mass Spectrometry/methods , Proteome/analysis , Bacterial Proteins/analysis , Bacterial Proteins/chemistry , Cyclotrons , Proteome/chemistry
11.
Anal Chem ; 73(11): 2578-86, 2001 Jun 01.
Article in English | MEDLINE | ID: mdl-11403303

ABSTRACT

A method has been developed that utilizes phosphoprotein isotope-coded affinity tags (PhIAT) that combines stable isotope and biotin labeling to enrich and quantitatively measure differences in the O-phosphorylation states of proteins. The PhIAT labeling approach involves hydroxide ion-mediated beta-elimination of the O-phosphate moiety and the addition of 1,2-ethanedithiol containing either four alkyl hydrogens (EDT-D0) or four alkyl deuteriums (EDT-D4) followed by biotinylation of the EDT-D0/D4 moiety using (+)-biotinyl-iodoacetamidyl-3,6-dioxaoctanediamine. The PhIAT reagent, which contains the nucleophilic sulfhydryl and isotopic label covalently linked to a biotin moiety, was synthesized and has the potential utility to reduce the O-phosphorylation derivatization into a one-step process. The PhIAT labeling approach was initially demonstrated using the model phosphoprotein beta-casein. After proteolytic digestion, the PhIAT-labeled peptides were affinity isolated using immobilized avidin and analyzed using capillary reversed-phase liquid chromatography-mass spectrometry. PhIAT-labeled beta-casein peptides corresponding to peptides containing known sites of O-phosphorylation were isolated and identified. The PhIAT labeling method was also applied to a yeast protein extract. The PhIAT labeling technique provides a reliable method for making quantitative measurements of differences in the O-phosphorylation state of proteins.


Subject(s)
Affinity Labels/chemistry , Phosphopeptides/isolation & purification , Phosphoproteins/chemistry , Proteome , Chromatography, Liquid/methods , Indicators and Reagents , Isotopes , Phosphopeptides/analysis , Saccharomyces cerevisiae/chemistry , Spectrometry, Mass, Electrospray Ionization/methods
12.
Anal Chem ; 73(8): 1766-75, 2001 Apr 15.
Article in English | MEDLINE | ID: mdl-11338590

ABSTRACT

In this study, high-efficiency packed capillary reversed-phase liquid chromatography (RPLC) coupled on-line with high-performance Fourier transform ion cyclotron resonance (FTICR) mass spectrometry has been investigated for the characterization of complex cellular proteolytic digests. Long capillary columns (80-cm) packed with small (3-micron) C18 bonded particles provided a total peak capacity of approximately 1000 for cellular proteolytic polypeptides when interfaced with an ESI-FTICR mass spectrometer under composition gradient conditions at a pressure of 10,000 psi. Large quantities of cellular proteolytic digests (e.g., 500 micrograms) could be loaded onto packed capillaries of 150-micron inner diameter without a significant loss of separation efficiency. Precolumns with suitable inner diameters were found useful for improving the elution reproducibility without a significant loss of separation quality. Porous particle packed capillaries were found to provide better results than those containing nonporous particles because of their higher sample capacity. Two-dimensional analyses from the combination of packed capillary RPLC with high-resolution FTICR yield a combined capacity for separations of > 1 million polypeptide components and simultaneously provided information for the identification of the separated components based upon the accurate mass tag concept previously described.


Subject(s)
Proteome/analysis , Chromatography, Liquid , Cyclotrons , Endopeptidases , Eubacterium/chemistry , Eubacterium/cytology , Fourier Analysis , Hydrolysis , Spectrometry, Mass, Electrospray Ionization
13.
Anal Chem ; 73(9): 2132-9, 2001 May 01.
Article in English | MEDLINE | ID: mdl-11354501

ABSTRACT

We describe the combined use of 15N-metabolic labeling and a cysteine-reactive biotin affinity tag to isolate and quantitate cysteine-containing polypeptides (Cys-polypeptides) from Deinococcus radiodurans as well as from mouse B16 melanoma cells. D. radiodurans were cultured in both natural isotopic abundance and 15N-enriched media. Equal numbers of cells from both cultures were combined and the soluble proteins extracted. This mixture of isotopically distinct proteins was derivatized using a commercially available cysteine-reactive reagent that contains a biotin group. Following trypsin digestion, the resulting modified peptides were isolated using immobilized avidin. The mixture was analyzed by capillary reversed-phase liquid chromatography (LC) online with ion trap mass spectrometry (MS) as well as Fourier transform ion cyclotron resonance (FTICR) MS. The resulting spectra contain numerous pairs of Cyspolypeptides whose mass difference corresponds to the number of nitrogen atoms present in each of the peptides. Designation of Cys-polypeptide pairs is also facilitated by the distinctive isotopic distribution of the 15N-labeled peptides versus their 14N-labeled counterparts. Studies with mouse B16 cells maintained in culture allowed the observation of hundreds of isotopically distinct pairs of peptides by LC-FTICR analysis. The ratios of the areas of the pairs of isotopically distinct peptides showed the expected 1:1 labeling of the 14N and 15N versions of each peptide. An additional benefit from the present strategy is that the 15N-labeled peptides do not display significant isotope-dependent chromatographic shifts from their 14N-labeled counterparts, therefore improving the precision for quantitating peptide abundances. The methodology presented offers an alternate, cost-effective strategy for conducting global, quantitative proteomic measurements.


Subject(s)
Cysteine , Nitrogen Isotopes , Peptides/isolation & purification , Proteome/analysis , Animals , Avidin/metabolism , Bacteria/metabolism , Biotin/metabolism , Cells, Cultured/metabolism , Chromatography, Affinity/methods , Chromatography, Liquid/methods , Cysteine/analysis , Melanoma, Experimental/chemistry , Melanoma, Experimental/metabolism , Mice , Peptide Mapping , Peptides/analysis , Spectrometry, Mass, Electrospray Ionization/methods , Spectroscopy, Fourier Transform Infrared/methods , Trypsin/chemistry
14.
Anal Chem ; 73(2): 253-61, 2001 Jan 15.
Article in English | MEDLINE | ID: mdl-11199974

ABSTRACT

The coupling of Fourier transform ion cyclotron resonance mass spectrometry (FTICR MS) with electrospray ionization has advanced the analysis of large biopolymers and provided the basis for high-throughput protein characterization (e.g., for rapid "proteome" analyses). In this work, the combination of high-performance capillary liquid chromatography with FTICR mass spectrometry and external ion accumulation has been shown to increase both sensitivity and analysis duty cycle. Instrument versatility is further improved by ion preselection followed by ion accumulation in an external linear quadrupole ion trap. The interface was tested with a 3.5-T FTICR mass spectrometer and evaluated with a number of peptides and proteins whose molecular weights ranged from 500 to 66000. A significant increase in the sensitivity, duty cycle, and dynamic range over that of the previously used accumulated trapping was achieved, exhibiting a detection limit of approximately 10 zmol (approximately 6000 molecules) for smaller proteins such as cytochrome c. Capillary LC external accumulation interface with FTICR was successfully applied for the study of whole-proteome mouse tryptic digests.


Subject(s)
Mass Spectrometry/instrumentation , Animals , Chromatography, Liquid , Cyclotrons , Fourier Analysis , Hydrolysis , Mice , Proteome/chemistry , Trypsin
15.
Anal Chem ; 72(14): 3349-54, 2000 Jul 15.
Article in English | MEDLINE | ID: mdl-10939410

ABSTRACT

An enabling capability for proteomics would be the ability to study protein expression on a global scale. While several different separation and analysis options are being investigated to advance the practice of proteomics, mass spectrometry (MS) is rapidly becoming the core instrumental technology used to characterize the large number of proteins that constitute a proteome. To be most effective, proteomic measurements must be high-throughput, ideally allowing thousands of proteins to be identified on a time scale of hours. Most strategies of identification by MS rely on the analysis of enzymatically produced peptides originating from an isolated protein followed by either peptide mapping or tandem MS (MS/MS) to obtain sequence information for a single peptide. In the case of peptide mapping, several peptide masses are needed to unambiguously identify a protein with the typically achieved mass measurement accuracies (MMA). The ability to identify proteins based on the mass of a single peptide (i.e., an accurate mass tag; AMT) is proposed and is largely dependent on the MMA that can be achieved. To determine the MMA necessary to enable the use of AMTs for proteome-wide protein identification, we analyzed the predicted proteins and their tryptic fragments from Saccharomyces cerevisiae and Caenorhabditis elegans. The results show that low ppm (i.e., approximately 1 ppm) level measurements have practical utility for analysis of small proteomes. Additionally, up to 85% of the peptides predicted from these organisms can function as AMTs at sub-ppm MMA levels attainable using Fourier transform ion cyclotron resonance MS. Additional information, such as sequence constraints, should enable even more complex proteomes to be studied at more modest mass measurement accuracies. Once AMTs are established, subsequent high-throughput measurements of proteomes (e.g., after perturbations) will be greatly facilitated.


Subject(s)
Proteins/analysis , Proteome/analysis , Cyclotrons , Fourier Analysis , Mass Spectrometry , Peptides/chemistry , Trypsin
16.
Anal Chem ; 72(11): 2475-81, 2000 Jun 01.
Article in English | MEDLINE | ID: mdl-10857623

ABSTRACT

The capability for sensitive and accurate identification of microorganisms has potential applications that include the monitoring of industrial bioprocessing operations, food safety analyses, disease diagnosis, and detection of potential biological hazards. Efforts based upon matrix-assisted laser desorption/ionization mass spectrometry to detect and identify specific microorganisms have been actively pursued for several years. We report a new method being developed to select useful biomarkers for the identification of microorganisms based upon electrospray ionization (ESI)-ion trap mass spectrometry. Crude cell lysates are processed using a recently developed dualmicrodialysis device and then directly infused into an ion trap MS. The low ESI flow rate and precursor ion accumulation capability of the ion trap MS enables high-sensitivity MS/MS analyses. Precursor ions are automatically selected and analyzed using tandem MS (MS/MS) to produce "global" MS/MS surveys and processed to yield two-dimensional MS/MS spectral displays. Such global MS/MS surveys are demonstrated for Escherichia coli lysates. The distinctive MS/MS spectral patterns can be used to identify mass spectrometric-detected species useful as biomarkers, which then provide a basis for confident microorganism identification. The results presented demonstrate the application of this method for the identification of microorganisms, as well as for detection of bacteriophage MS2 in the presence of a large excess of E. coli.


Subject(s)
Escherichia coli/chemistry , Biomarkers/analysis , Escherichia coli/cytology , Levivirus/chemistry , Mass Spectrometry , Microdialysis
17.
Anal Chem ; 72(7): 1462-8, 2000 Apr 01.
Article in English | MEDLINE | ID: mdl-10763241

ABSTRACT

A stepwise mobilization strategy has been developed for the elution of complex protein mixtures, separated by capillary isoelectric focusing (CIEF) for detection using on-line electrospray ionization mass spectrometry (ESI-MS). Carrier polyampholytes are used to establish a pH gradient as well as to control the electroosmotic flow arising from the use of uncoated fused-silica capillaries. Elution of focused protein zones is achieved by controlling the mobilization pressure and voltage, leaving the remaining protein zones focused inside the capillary. Protein zones are stepwise eluted from the capillary by changing the mobilization conditions. Stepwise mobilization improves separation resolution and simplifies coupling with multistage MS (i.e., MSn) analysis since it allows more effective temporal control of protein elution from the CIEF capillary. We also describe a modified configuration for coupling CIEF with ESI-MS using a coaxial sheath flow interface that facilitate the automation of on-line CIEF-ESI-MS analyses. The stepwise mobilization strategy is demonstrated for the analysis of standard protein mixtures and soluble E. coli lysate proteins using CIEF-ESI-MS. These results indicate that inlet pressure or voltage programming to control the elution of the protein zones from the capillary (i.e., gradient mobilization) may allow for the optimization of the mobilization conditions and provide higher resolution for CIEF separation of complex mixtures with on-line MS.


Subject(s)
Electrophoresis, Capillary/methods , Isoelectric Focusing/methods , Mass Spectrometry/methods , Proteins/isolation & purification , Proteins/chemistry
18.
J Am Soc Mass Spectrom ; 11(1): 78-82, 2000 Jan.
Article in English | MEDLINE | ID: mdl-10631667

ABSTRACT

A method is described for identifying intact proteins from genomic databases using a combination of accurate molecular mass measurements and partial amino acid content. An initial demonstration was conducted for proteins isolated from Escherichia coli (E. coli) using a multiple auxotrophic strain of K12. Proteins extracted from the organism grown in natural isotopic abundance minimal medium and also minimal medium containing isotopically labeled leucine (Leu-D10), were mixed and analyzed by capillary isoelectric focusing (CIEF) coupled with Fourier transform ion cyclotron resonance mass spectrometry (FTICR). The incorporation of the isotopically labeled Leu residue has no effect on the CIEF separation of the protein, therefore both versions of the protein are observed within the same FTICR spectrum. The difference in the molecular mass of the natural isotopic abundance and Leu-D10 isotopically labeled proteins is used to determine the number of Leu residues present in that particular protein. Knowledge of the molecular mass and number of Leu residues present can be used to unambiguously identify the intact protein. Preliminary results show the efficacy of this method for unambiguously identifying proteins isolated from E. coli.


Subject(s)
Amino Acids/analysis , Escherichia coli/chemistry , Proteome/analysis , Electrophoresis, Capillary , Isoelectric Focusing , Isotope Labeling , Radioisotopes/analysis
19.
Nat Biotechnol ; 17(12): 1214-8, 1999 Dec.
Article in English | MEDLINE | ID: mdl-10585721

ABSTRACT

The human vitamin D receptor (VDR) and retinoid X receptor-alpha (RXRalpha) modulate gene activity by forming homodimeric or heterodimeric complexes with specific DNA sequences and interaction with other elements of the transcriptional apparatus in the presence of their known endogenous ligands 1alpha,25-dihydroxyvitamin D3 (1, 25-[OH]2D3) and 9-cis-retinoic acid (9-c-RA). We used rapid buffer exchange gel filtration in conjunction with microelectrospray ionization mass spectrometry (microESI-MS) to study the binding of these receptors to the osteopontin vitamin D response element (OP VDRE). In the absence of DNA, both VDR and RXRalpha existed primarily as monomers, but in the presence of OP VDRE, homodimeric RXRalpha and heterodimeric RXRalpha-VDR complexes were shown to bind OP VDRE. Addition of 9-c-RA increased RXRalpha homodimer-OP VDRE complexes, and addition of 1,25-(OH) 2D3 resulted in formation of 1, 25-(OH)2D 3-VDR-RXRalpha-OP VDRE complexes. Addition of low-affinity binding ligands had no detectable effect on the VDR-RXRalpha-OP VDRE transcription complex. These results demonstrate the utility of microESI-MS in analyzing multimeric, high-molecular-weight protein-protein and protein-DNA complexes, and the effects of ligands on these transcriptional complexes.


Subject(s)
Mass Spectrometry/methods , Receptors, Calcitriol/metabolism , Receptors, Retinoic Acid/metabolism , Transcription Factors/metabolism , Transcription, Genetic , Base Sequence , DNA Primers , Humans , Ligands , Retinoid X Receptors
20.
Anal Chem ; 71(23): 5348-53, 1999 Dec 01.
Article in English | MEDLINE | ID: mdl-10596214

ABSTRACT

High-resolution capillary isoelectric focusing separations of complex protein mixtures have been obtained for cellular lysates of Saccharomyces cerevisiae, Eschericia coli, and Deinococcus radiodurans. High quality separations are shown to be achievable for total protein concentrations of < 0.1 mg/mL. The separation reproducibility was examined, and the influence of the capillary inner wall coating on resolution investigated using fusedsilica capillaries coated with various hydrophilic polymers including hydroxypropyl cellulose, poly(vinyl alcohol), and linear polyacrylamide. Proteins having an isoelectric point (pI) difference of 0.004 are shown to be separated using a linear carrier ampholyte (linear pH gradient between two electrodes) of 3-10. Approximately 45 discrete peaks in the pI range of 5-7 were obtained for S. cerevisiae, approximately 80 peaks in the pI range of 4.5-8.5 for E. coli, and approximately 210 peaks in the pI range of 3-8.8 for D. radiodurans.


Subject(s)
Bacterial Proteins/isolation & purification , Electrophoresis, Capillary/methods , Fungal Proteins/isolation & purification , Isoelectric Focusing/methods , Escherichia coli/chemistry , Gram-Positive Cocci/chemistry , Reproducibility of Results , Saccharomyces cerevisiae/chemistry
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