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Wang X, Emmett MR, Marshall AG. Liquid chromatography electrospray ionization Fourier transform ion cyclotron resonance mass spectrometric characterization of N-linked glycans and glycopeptides. Anal Chem 2010; 82:6542-8. [PMID: 20586410 DOI: 10.1021/ac1008833] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We combine liquid chromatography, electrospray ionization, and Fourier transform ion cyclotron resonance mass spectrometry (LC ESI FT-ICR MS) to determine the sugar composition, linkage pattern, and attachment sites of N-linked glycans. N-linked glycans were enzymatically released from glycoproteins with peptide N-glycosidase F, followed by purification with graphitized carbon cartridge solid-phase extraction and separation over a TSK-Gel Amide80 column under hydrophilic interaction chromatography (HILIC) conditions. Unique glycopeptide compositions were determined from experimentally measured masses for different combinations of glycans and glycopeptides. The method was validated by identifying four peptides glycosylated so as to yield 12 glycopeptides unique in glycan composition for the standard glycoprotein, bovine alpha-2-HS-glycoprotein. We then assigned a total of 137 unique glycopeptide compositions from 18 glycoproteins from fetal bovine serum, and the glycan structures for most of the assigned glycopeptides were heterogeneous. Highly accurate FT-ICR mass measurement is essential for reliable identification.
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Affiliation(s)
- Xu Wang
- Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, Florida 32306, USA
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103
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Xian F, Hendrickson CL, Blakney GT, Beu SC, Marshall AG. Automated broadband phase correction of Fourier transform ion cyclotron resonance mass spectra. Anal Chem 2010; 82:8807-12. [PMID: 20954755 DOI: 10.1021/ac101091w] [Citation(s) in RCA: 94] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
It has been known for 35 years that phase correction of FTICR data can in principle produce an absorption-mode spectrum with mass resolving power as much as a factor of 2 higher than conventional magnitude-mode display, an improvement otherwise requiring a (much more expensive) increase in magnetic field strength. However, temporally dispersed excitation followed by time-delayed detection results in steep quadratic variation of signal phase with frequency. Here, we present a robust, rapid, automated method to enable accurate broadband phase correction for all peaks in the mass spectrum. Low-pass digital filtering effectively eliminates the accompanying baseline roll. Experimental FTICR absorption-mode mass spectra exhibit at least 40% higher resolving power (and thus an increased number of resolved peaks) as well as higher mass accuracy relative to magnitude mode spectra, for more complete and more reliable elemental composition assignments for mixtures as complex as petroleum.
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Affiliation(s)
- Feng Xian
- Department of Chemistry and Biochemistry, Florida State University, 95 Chieftain Way, Tallahassee, Florida 32310, United States, Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, 1800 East Paul Dirac Drive, Tallahassee, Florida 32310, United States, and S. C. Beu Consulting, 12449 Los Indios Trail, Austin, Texas 78729, United States
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104
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Determining and interpreting correlations in lipidomic networks found in glioblastoma cells. BMC SYSTEMS BIOLOGY 2010; 4:126. [PMID: 20819237 PMCID: PMC2944140 DOI: 10.1186/1752-0509-4-126] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2010] [Accepted: 09/07/2010] [Indexed: 11/10/2022]
Abstract
Background Intelligent and multitiered quantitative analysis of biological systems rapidly evolves to a key technique in studying biomolecular cancer aspects. Newly emerging advances in both measurement as well as bio-inspired computational techniques have facilitated the development of lipidomics technologies and offer an excellent opportunity to understand regulation at the molecular level in many diseases. Results We present computational approaches to study the response of glioblastoma U87 cells to gene- and chemo-therapy. To identify distinct biomarkers and differences in therapeutic outcomes, we develop a novel technique based on graph-clustering. This technique facilitates the exploration and visualization of co-regulations in glioblastoma lipid profiling data. We investigate the changes in the correlation networks for different therapies and study the success of novel gene therapies targeting aggressive glioblastoma. Conclusions The novel computational paradigm provides unique "fingerprints" by revealing the intricate interactions at the lipidome level in glioblastoma U87 cells with induced apoptosis (programmed cell death) and thus opens a new window to biomedical frontiers.
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Capley EN, Tipton JD, Marshall AG, Stenson AC. Chromatographic Reduction of Isobaric and Isomeric Complexity of Fulvic Acids To Enable Multistage Tandem Mass Spectral Characterization. Anal Chem 2010; 82:8194-202. [DOI: 10.1021/ac1016216] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Erin N. Capley
- Chemistry Department, University of South Alabama, Mobile, Alabama 36688, Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida 32310-4005, and Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, Florida 32306
| | - Jeremiah D. Tipton
- Chemistry Department, University of South Alabama, Mobile, Alabama 36688, Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida 32310-4005, and Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, Florida 32306
| | - Alan G. Marshall
- Chemistry Department, University of South Alabama, Mobile, Alabama 36688, Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida 32310-4005, and Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, Florida 32306
| | - Alexandra C. Stenson
- Chemistry Department, University of South Alabama, Mobile, Alabama 36688, Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida 32310-4005, and Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, Florida 32306
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106
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Valeja SG, Tipton JD, Emmett MR, Marshall AG. New reagents for enhanced liquid chromatographic separation and charging of intact protein ions for electrospray ionization mass spectrometry. Anal Chem 2010; 82:7515-9. [PMID: 20704305 PMCID: PMC2932825 DOI: 10.1021/ac1016858] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Electrospray ionization produces multiply charged ions, thereby lowering the mass-to-charge ratio for peptides and small proteins to a range readily accessed by quadrupole ion trap, orbitrap, and ion cyclotron resonance (ICR) mass analyzers (m/z = 400-2000). For Fourier transform mass analyzers (orbitrap and ICR), higher charge also improves signal-to-noise ratio, mass resolution, and mass accuracy. Addition of m-nitrobenzyl alcohol (m-NBA) or sulfolane has previously been shown to increase the charge states of proteins. Moreover, polar aprotic dimethylformamide (DMF) improves chromatographic separation of proteolytic peptides for mass analysis of solution-phase protein hydrogen/deuterium exchange for improved (78-96%) sequence coverage. Here, we show that addition of each of the various modifiers (DMF, thiodiglycol, dimethylacetamide, dimethylsulfoxide, and N-methylpyrrolidone) can significantly increase the charge states of proteins up to 78 kDa. Moreover, incorporation of the same modifiers into reversed-phase liquid chromatography solvents improves sensitivity, charging, and chromatographic resolution for intact proteins.
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Affiliation(s)
- Santosh G Valeja
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, Florida 32310-4005, USA
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107
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Wang X, Tipton JD, Emmett MR, Marshall AG. Sites and extent of selenomethionine incorporation into recombinant Cas6 protein by top-down and bottom-up proteomics with 14.5 T Fourier transform ion cyclotron resonance mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2010; 24:2386-2392. [PMID: 20635341 DOI: 10.1002/rcm.4655] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Selenomethionine-modified proteins can improve X-ray crystallographic structural resolution by multi-wavelength anomalous diffraction (MAD) phasing. However, the specificity and extent of selenomethionine incorporation must first be assessed. Bottom-up and top-down proteomics with a modified 14.5 T LTQ Fourier transform ion cyclotron resonance mass spectrometer offer a quick, accurate, and robust method to locate and quantify selenomethionine incorporation after auxotrophic expression. Selenomethionine (methionine with sulfur replaced by selenium) has a different natural-abundance isotopic distribution and a mass increase of 47.94 Da relative to wild-type methionine. Here, both wild-type and selenomethionine-substituted forms of the Cas6 protein containing 'clustered regularly interspaced short palindromic repeats' (CRISPRs) were expressed and purified. Comparative bottom-up and top-down proteomics confirmed that all six methionines were fully replaced by selenomethionines in Se-Cas6.
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Affiliation(s)
- Xu Wang
- Department of Chemistry and Biochemistry, Florida State University, 95 Chieftain Way, Tallahassee, Florida 32306, USA
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Misharin AS, Zubarev RA, Doroshenko VM. Fourier transform ion cyclotron resonance mass spectrometer with coaxial multi-electrode cell ('O-trap'): first experimental demonstration. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2010; 24:1931-1940. [PMID: 20552714 DOI: 10.1002/rcm.4593] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The conceptual design of the O-trap Fourier transform ion cyclotron resonance (FT-ICR) cell addresses the speed of analysis issue in FT-ICR mass spectrometry. The concept of the O-trap includes separating the functions of ion excitation and detection between two different FT-ICR cell compartments. The detection compartment of the O-trap implements additional internal coaxial electrodes around which ions with excited cyclotron motion revolve. The expected benefits are higher resolving power and the lesser effect of the space charge. In this work we present the first experimental demonstration of the O-trap cell and its features, including the high ion transfer efficiency between two distinct compartments of an ICR cell after excitation of the coherent cyclotron motion. We demonstrate that utilization of the multiple-electrode detection in the O-trap provides mass resolving power enhancement (achieved over a certain time) equal to the order of the frequency multiplication. In an O-trap installed in a 5 T desk-top cryogen-free superconducting magnet, the resolving power of R = 80,000 was achieved for bradykinin [M + 2H](2+) (m/z 531; equivalent to 100,000 when recalculated for m/z 400) in 0.2 s analysis time (transient length), and R = 300,000 at m/z 531 for a 1 s transient. In both cases, detection on the third multiple of the cyclotron frequency was implemented. In terms of the acquisition speed at fixed resolving power, such performance is equivalent to conventional FT-ICR detection using a 15 T magnet.
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Affiliation(s)
- A S Misharin
- MassTech Inc., 6992 Columbia Gateway Drive, Suite 160, Columbia, MD 21046, USA.
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110
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Meyer B, Papasotiriou DG, Karas M. 100% protein sequence coverage: a modern form of surrealism in proteomics. Amino Acids 2010; 41:291-310. [DOI: 10.1007/s00726-010-0680-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2010] [Accepted: 06/25/2010] [Indexed: 01/11/2023]
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Karabacak NM, Easterling ML, Agar N, Agar JN. Transformative effects of higher magnetic field in Fourier transform ion cyclotron resonance mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2010; 21:1218-22. [PMID: 20444622 PMCID: PMC2902155 DOI: 10.1016/j.jasms.2010.03.033] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2009] [Revised: 03/04/2010] [Accepted: 03/04/2010] [Indexed: 05/03/2023]
Abstract
The relationship of magnetic field strength and Fourier transform ion cyclotron resonance mass spectrometry performance was tested using three instruments with the same design but different fields of 4.7, 7, and 9.4 tesla. We found that the theoretically predicted "transformative" effects of magnetic field are indeed observed experimentally. The most striking effects were that mass accuracy demonstrated approximately second to third order improvement with the magnetic field, depending upon the charge state of the analyte, and that peak splitting, which prohibited automated data analysis at 4.7 T, was not observed at 9.4 T.
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Affiliation(s)
- N. Murat Karabacak
- Department of Chemistry and Volen Center for Complex Systems, Brandeis University, Waltham, MA
| | | | - N.Y.R. Agar
- Surgical Molecular Imaging Laboratory, Department of Neurosurgery, 221, Longwood Avenue, BLI-137, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA.
| | - Jeffrey N. Agar
- Department of Chemistry and Volen Center for Complex Systems, Brandeis University, Waltham, MA
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Vellaichamy A, Tran JC, Catherman AD, Lee JE, Kellie JF, Sweet SMM, Zamdborg L, Thomas PM, Ahlf DR, Durbin KR, Valaskovic GA, Kelleher NL. Size-sorting combined with improved nanocapillary liquid chromatography-mass spectrometry for identification of intact proteins up to 80 kDa. Anal Chem 2010; 82:1234-44. [PMID: 20073486 DOI: 10.1021/ac9021083] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Despite the availability of ultra-high-resolution mass spectrometers, methods for separation and detection of intact proteins for proteome-scale analyses are still in a developmental phase. Here we report robust protocols for online LC-MS to drive high-throughput top-down proteomics in a fashion similar to that of bottom-up proteomics. Comparative work on protein standards showed that a polymeric stationary phase led to superior sensitivity over a silica-based medium in reversed-phase nanocapillary LC, with detection of proteins >50 kDa routinely accomplished in the linear ion trap of a hybrid Fourier transform mass spectrometer. Protein identification was enabled by nozzle-skimmer dissociation and detection of fragment ions with <10 ppm mass accuracy for highly specific database searching using tailored software. This overall approach led to identification of proteins up to 80 kDa, with 10-60 proteins identified in single LC-MS runs of samples from yeast and human cell lines prefractionated by their molecular mass using a gel-based sieving system.
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Affiliation(s)
- Adaikkalam Vellaichamy
- Department of Chemistry, 600 South Mathews Avenue, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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113
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Edwards AA, Tipton JD, Brenowitz MD, Emmett MR, Marshall AG, Evans GB, Tyler PC, Schramm VL. Conformational states of human purine nucleoside phosphorylase at rest, at work, and with transition state analogues. Biochemistry 2010; 49:2058-67. [PMID: 20108972 DOI: 10.1021/bi902041j] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Human purine nucleoside phosphorylase (PNP) is a homotrimer binding tightly to the transition state analogues Immucillin-H (ImmH; K(d) = 56 pM) and DATMe-ImmH-Immucillin-H (DATMe-ImmH; K(d) = 8.6 pM). ImmH binds with a larger entropic penalty than DATMe-ImmH, a chemically more flexible inhibitor. The testable hypothesis is that PNP conformational states are more relaxed (dynamic) with DATMe-ImmH, despite tighter binding than with ImmH. PNP conformations are probed by peptide amide deuterium exchange (HDX) using liquid chromatography high-resolution Fourier transform ion cyclotron resonance mass spectrometry and by sedimentation rates. Catalytically equilibrating Michaelis complexes (PNP.PO(4).inosine <--> PNP.Hx.R-1-P) and inhibited complexes (PNP.PO(4).DATMe-ImmH and PNP.PO(4).ImmH) show protection from HDX at 9, 13, and 15 sites per subunit relative to resting PNP (PNP.PO(4)) in extended incubations. The PNP.PO(4).ImmH complex is more compact (by sedimentation rate) than the other complexes. HDX kinetic analysis of ligand-protected sites corresponds to peptides near the catalytic sites. HDX and sedimentation results establish that PNP protein conformation (dynamic motion) correlates more closely with entropy of binding than with affinity. Catalytically active turnover with saturated substrate sites causes less change in HDX and sedimentation rates than binding of transition state analogues. DATMe-ImmH more closely mimics the transition of human PNP than does ImmH and achieves strong binding interactions at the catalytic site while causing relatively modest alterations of the protein dynamic motion. Transition state analogues causing the most rigid, closed protein conformation are therefore not necessarily the most tightly bound. Close mimics of the transition state are hypothesized to retain enzymatic dynamic motions related to transition state formation.
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Affiliation(s)
- Achelle A Edwards
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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114
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Lu W, Clasquin MF, Melamud E, Amador-Noguez D, Caudy AA, Rabinowitz JD. Metabolomic analysis via reversed-phase ion-pairing liquid chromatography coupled to a stand alone orbitrap mass spectrometer. Anal Chem 2010; 82:3212-21. [PMID: 20349993 PMCID: PMC2863137 DOI: 10.1021/ac902837x] [Citation(s) in RCA: 417] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
We present a liquid chromatography-mass spectrometry (LC-MS) method that capitalizes on the mass-resolving power of the orbitrap to enable sensitive and specific measurement of known and unanticipated metabolites in parallel, with a focus on water-soluble species involved in core metabolism. The reversed phase LC method, with a cycle time 25 min, involves a water-methanol gradient on a C18 column with tributylamine as the ion pairing agent. The MS portion involves full scans from 85 to 1000 m/z at 1 Hz and 100,000 resolution in negative ion mode on a stand alone orbitrap ("Exactive"). The median limit of detection, across 80 metabolite standards, was 5 ng/mL with the linear range typically >or=100-fold. For both standards and a cellular extract from Saccharomyces cerevisiae (Baker's yeast), the median inter-run relative standard deviation in peak intensity was 8%. In yeast exact, we detected 137 known compounds, whose (13)C-labeling patterns could also be tracked to probe metabolic flux. In yeast engineered to lack a gene of unknown function (YKL215C), we observed accumulation of an ion of m/z 128.0351, which we subsequently confirmed to be oxoproline, resulting in annotation of YKL215C as an oxoprolinase. These examples demonstrate the suitability of the present method for quantitative metabolomics, fluxomics, and discovery metabolite profiling.
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Affiliation(s)
- Wenyun Lu
- Lewis-Sigler Institute for Integrative Genomics and Department of Chemistry Princeton University, Princeton, New Jersey 08544, USA
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115
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Kazazic S, Zhang HM, Schaub TM, Emmett MR, Hendrickson CL, Blakney GT, Marshall AG. Automated data reduction for hydrogen/deuterium exchange experiments, enabled by high-resolution Fourier transform ion cyclotron resonance mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2010; 21:550-8. [PMID: 20116280 PMCID: PMC2901854 DOI: 10.1016/j.jasms.2009.12.016] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2009] [Revised: 12/17/2009] [Accepted: 12/18/2009] [Indexed: 05/12/2023]
Abstract
Mass analysis of proteolytic fragment peptides following hydrogen/deuterium exchange offers a general measure of solvent accessibility/hydrogen bonding (and thus conformation) of solution-phase proteins and their complexes. The primary problem in such mass analyses is reliable and rapid assignment of mass spectral peaks to the correct charge state and degree of deuteration of each fragment peptide, in the presence of substantial overlap between isotopic distributions of target peptides, autolysis products, and other interferant species. Here, we show that at sufficiently high mass resolving power (m/Delta m(50%) > or = 100,000), it becomes possible to resolve enough of those overlaps so that automated data reduction becomes possible, based on the actual elemental composition of each peptide without the need to deconvolve isotopic distributions. We demonstrate automated, rapid, reliable assignment of peptide masses from H/D exchange experiments, based on electrospray ionization FT-ICR mass spectra from H/D exchange of solution-phase myoglobin. Combined with previously demonstrated automated data acquisition for such experiments, the present data reduction algorithm enhances automation (and thus expands generality and applicability) for high-resolution mass spectrometry-based analysis of H/D exchange of solution-phase proteins.
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Affiliation(s)
- Sasa Kazazic
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL 32310-4005, USA
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116
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Zhang HM, McLoughlin SM, Frausto SD, Tang H, Emmett MR, Marshall AG. Simultaneous reduction and digestion of proteins with disulfide bonds for hydrogen/deuterium exchange monitored by mass spectrometry. Anal Chem 2010; 82:1450-4. [PMID: 20099838 PMCID: PMC2825376 DOI: 10.1021/ac902550n] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Proteolyzed peptides provide the basis for mass-analyzed hydrogen/deuterium exchange (HDX) for mapping solvent access to various segments of solution-phase proteins. Aspergillus saitoi protease type XIII and porcine pepsin can generate peptides of overlapping sequences and high sequence coverage. However, if disulfide bonds are present, proteolysis can be severely limited, particularly in the vicinity of the disulfide linkage(s). Disulfide bonds cannot be reduced before or during the H/D exchange reaction without affecting the protein higher-order structure. Here, we demonstrate simultaneous quench/digestion/reduction following H/D exchange, for subsequent mass analysis. Proteolysis is conducted in the presence of tris(2-carboxyethyl)phosphine hydrochloride (TCEP.HCl) and urea, and all other steps of the H/D exchange and analysis are maintained. This method yields dramatically increased sequence coverage and localization of solvent-exposed segments for mass-analyzed solution-phase H/D exchange of proteins containing disulfide bonds.
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Affiliation(s)
- Hui-Min Zhang
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL, 32310-4005
- Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306
| | - Shaun M. McLoughlin
- Abbott Laboratories, GPRD/R418, 200 Abbott Park Road, AP31/L144, Abbott Park, IL 60064
| | | | - Hengli Tang
- Department of Biology, Florida State University, Tallahassee, FL, 32306
| | - Mark R. Emmett
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL, 32310-4005
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL, 32306
| | - Alan G. Marshall
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL, 32310-4005
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL, 32306
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Abstract
Mass spectrometry imaging (MSI), a rapidly growing subfield of chemical imaging, employs mass spectrometry (MS) technologies to create single- and multi-dimensional localization maps for a variety of atoms and molecules. Complimentary to other imaging approaches, MSI provides high chemical specificity and broad analyte coverage. This powerful analytical toolset is capable of measuring the distribution of many classes of inorganics, metabolites, proteins, and pharmaceuticals in chemically and structurally complex biological specimens in vivo, in vitro, and in situ. The MSI approaches highlighted in this Methods in Molecular Biology volume provide flexibility of detection, characterization, and identification of multiple known and unknown analytes. The goal of this chapter is to introduce investigators who may be unfamiliar with MS to the basic principles of the mass spectrometric approaches as used in MSI. In addition to guidelines for choosing the most suitable MSI method for specific investigations, cross-references are provided to the chapters in this volume that describe the appropriate experimental protocols.
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118
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Marshall AG, Blakney GT, Beu SC, Hendrickson CL, McKenna AM, Purcell JM, Rodgers RP, Xian F. Petroleomics: a test bed for ultra-high-resolution Fourier transform ion cyclotron resonance mass spectrometry. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2010; 16:367-371. [PMID: 20530823 DOI: 10.1255/ejms.1063] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Within a relative abundance dynamic range of approximately 10,000:1, the world's most compositionally complex organic mixture is petroleum crude oil. As such, it provides the most challenging target for mass spectral resolution and identification of molecules below m/z 2000. The mass "splits" in petroleum include most of those that also appear in proteomics, metabolomics and other complex organic mixture analysis. Therefore, petroleum provides an excellent test bed for optimizing mass spectrometer performance in general. The presence of multiple elemental compositions spanning less than 1 Da in mass facilitates mapping and correction of rf phase variation across a Fourier transform ion cyclotron resonance mass spectrum, as well as exposing otherwise inaccessible systematic mass deviations, for additional improvement in mass resolving power and mass accuracy by a factor of up to 5. Internal mass calibration, combined with systematic peak assignment for successive homologous series, enables automated elemental composition assignment of tens of thousands of peaks in a single mass spectrum.
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Affiliation(s)
- Alan G Marshall
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, FL 32310-4005, USA.
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Junot C, Madalinski G, Tabet JC, Ezan E. Fourier transform mass spectrometry for metabolome analysis. Analyst 2010; 135:2203-19. [DOI: 10.1039/c0an00021c] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Pan J, Han J, Borchers CH, Konermann L. Hydrogen/deuterium exchange mass spectrometry with top-down electron capture dissociation for characterizing structural transitions of a 17 kDa protein. J Am Chem Soc 2009; 131:12801-8. [PMID: 19670873 DOI: 10.1021/ja904379w] [Citation(s) in RCA: 166] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Amide H/D exchange (HDX) mass spectrometry (MS) is widely used for protein structural studies. Traditionally, this technique involves protein labeling in D(2)O, followed by acid quenching, proteolytic digestion, and analysis of peptide deuteration levels by HPLC/MS. There is great interest in the development of alternative HDX approaches involving the top-down fragmentation of electrosprayed protein ions, instead of relying on enzymatic cleavage and solution-phase separations. A number of recent studies have demonstrated that electron capture dissociation (ECD) results in fragmentation of gaseous protein ions with little or no H/D scrambling. However, the successful application of this approach for in-depth protein conformational studies has not yet been demonstrated. The current work uses horse myoglobin as a model system for assessing the suitability of HDX-MS with top-down ECD for experiments of this kind. It is found that ECD can pinpoint the locations of protected amides with an average resolution of less than two residues for this 17 kDa protein. Native holo-myoglobin (hMb) shows considerable protection from exchange in all of its helices, whereas loops are extensively deuterated. Fraying is observable at some helix termini. Removal of the prosthetic heme group from hMb produces apo-myoglobin (aMb). Both hMb and aMb share virtually the same HDX protection pattern in helices A-E, whereas helix F is unfolded in aMb. In addition, destabilization is evident for some residues close to the beginning of helix G, the end of helix H, and the C-terminus of the protein. The structural changes reported herein are largely consistent with earlier NMR data for sperm whale myoglobin, although small differences between the two systems are evident. Our findings demonstrate that the level of structural information obtainable with top-down ECD for small to medium-sized proteins considerably surpasses that of traditional HDX-MS experiments, while at the same time greatly reducing undesired amide back exchange.
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Affiliation(s)
- Jingxi Pan
- Department of Chemistry, The University of Western Ontario, London, ON, N6A 5B7, Canada
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Tipton JD, Carter JD, Mathias JD, Emmett MR, Fanucci GE, Marshall AG. Sequential proteolysis and high-field FTICR MS to determine disulfide connectivity and 4-maleimide TEMPO spin-label location in L126C GM2 activator protein. Anal Chem 2009; 81:7611-7. [PMID: 19689113 DOI: 10.1021/ac9009935] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The GM2 activator protein (GM2AP) is an 18 kDa nonenzymatic accessory protein involved in the degradation of neuronal gangliosides. Genetic mutations of GM2AP can disrupt ganglioside catabolism and lead to deadly lysosomal storage disorders. Crystallography of wild-type GM2AP reveals 4 disulfide bonds and multiple conformations of a flexible loop region that is thought to be involved in lipid binding. To extend the crystallography results, a cysteine construct (L126C) was expressed and modified with 4-maleimide TEMPO for electron paramagnetic resonance (EPR) studies. However, because a ninth cysteine has been added by site-directed mutagenesis and the protein was expressed in E. coli in the form of inclusion bodies, the protein could misfold during expression. To verify correct protein folding and labeling, a sequential multiple-protease digestion, nano-liquid chromatograph (LC) electrospray ionization 14.5 T Fourier transform ion cyclotron resonance mass spectrometry assay was developed. High-magnetic field and robust automatic gain control results in subppm mass accuracy for location of the spin-labeled cysteine and verification of proper connectivity of the four disulfide bonds. The sequential multiple protease digestion strategy and ultrahigh mass accuracy provided by FTICR MS allow for rapid and unequivocal assignment of relevant peptides and provide a simple pipeline for analyzing other GM2AP constructs.
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Affiliation(s)
- Jeremiah D Tipton
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, Florida 32310-4005, USA
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122
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Hur M, Yeo I, Park E, Kim YH, Yoo J, Kim E, No MH, Koh J, Kim S. Combination of Statistical Methods and Fourier Transform Ion Cyclotron Resonance Mass Spectrometry for More Comprehensive, Molecular-Level Interpretations of Petroleum Samples. Anal Chem 2009; 82:211-8. [DOI: 10.1021/ac901748c] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- Manhoi Hur
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Injoon Yeo
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Eunsuk Park
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Young Hwan Kim
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Jongshin Yoo
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Eunkyoung Kim
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Myoung-han No
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Jaesuk Koh
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
| | - Sunghwan Kim
- Department of Bioinformatics, Korea University, Seoul, Korea, Mass Spectrometry Group, Korean Basic Science Institute, Mass Spectrometry Team, Ochang, Korea, SK Energy Institute of Technology, Daejeon, Korea, and Department of Chemistry, Kyungpook National University, Daegu, Korea
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123
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Vorobyev A, Ben Hamidane H, Tsybin YO. Electron capture dissociation product ion abundances at the X amino acid in RAAAA-X-AAAAK peptides correlate with amino acid polarity and radical stability. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:2273-2283. [PMID: 19811930 DOI: 10.1016/j.jasms.2009.08.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2009] [Revised: 08/22/2009] [Accepted: 08/23/2009] [Indexed: 05/28/2023]
Abstract
We present mechanistic studies aimed at improving the understanding of the product ion formation rules in electron capture dissociation (ECD) of peptides and proteins in Fourier transform ion cyclotron resonance mass spectrometry. In particular, we attempted to quantify the recently reported general correlation of ECD product ion abundance (PIA) with amino acid hydrophobicity. The results obtained on a series of model H-RAAAAXAAAAK-OH peptides confirm a direct correlation of ECD PIA with X amino acid hydrophobicity and polarity. The correlation factor (R) exceeds 0.9 for 12 amino acids (Ile, Val, His, Asn, Asp, Glu, Gln, Ser, Thr, Gly, Cys, and Ala). The deviation of ECD PIA for seven outliers (Pro is not taken into consideration) is explained by their specific radical stabilization properties (Phe, Trp, Tyr, Met, and Leu) and amino acid basicity (Lys, Arg). Phosphorylation of Ser, Thr, and Tyr decreases the efficiency of ECD around phosphorylated residues, as expected. The systematic arrangement of amino acids reported here indicates a possible route toward development of a predictive model for quantitative electron capture/transfer dissociation tandem mass spectrometry, with possible applications in proteomics.
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Affiliation(s)
- Aleksey Vorobyev
- Biomolecular Mass Spectrometry Laboratory, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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124
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Lee JE, Kellie JF, Tran JC, Tipton JD, Catherman AD, Thomas HM, Ahlf DR, Durbin KR, Vellaichamy A, Ntai I, Marshall AG, Kelleher NL. A robust two-dimensional separation for top-down tandem mass spectrometry of the low-mass proteome. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:2183-91. [PMID: 19747844 PMCID: PMC2830800 DOI: 10.1016/j.jasms.2009.08.001] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2009] [Revised: 08/01/2009] [Accepted: 08/03/2009] [Indexed: 05/13/2023]
Abstract
For fractionation of intact proteins by molecular weight (MW), a sharply improved two-dimensional (2D) separation is presented to drive reproducible and robust fractionation before top-down mass spectrometry of complex mixtures. The "GELFrEE" (i.e., gel-eluted liquid fraction entrapment electrophoresis) approach is implemented by use of Tris-glycine and Tris-tricine gel systems applied to human cytosolic and nuclear extracts from HeLa S3 cells, to achieve a MW-based fractionation of proteins from 5 to >100 kDa in 1 h. For top-down tandem mass spectroscopy (MS/MS) of the low-mass proteome (5-25 kDa), between 5 and 8 gel-elution (GE) fractions are sampled by nanocapillary-LC-MS/MS with 12 or 14.5 tesla Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometers. Single injections give about 40 detectable proteins, about half of which yield automated ProSight identifications. Reproducibility metrics of the system are presented, along with comparative analysis of protein targets in mitotic versus asynchronous cells. We forward this basic 2D approach to facilitate wider implementation of top-down mass spectrometry and a variety of other protein separation and/or characterization approaches.
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Affiliation(s)
- Ji Eun Lee
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - John F. Kellie
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - John C. Tran
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Jeremiah D. Tipton
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida, USA
| | - Adam D. Catherman
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Haylee M. Thomas
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Dorothy R. Ahlf
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Kenneth R. Durbin
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Adaikkalam Vellaichamy
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Ioanna Ntai
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
| | - Alan G. Marshall
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida, USA
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida, USA
| | - Neil L. Kelleher
- University of Illinois Urbana–Champaign, Department of Chemistry and The Institute for Genomic Biology, Urbana, Illinois, USA
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125
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Tolmachev AV, Robinson EW, Wu S, Paša-Tolić L, Smith RD. FT-ICR MS optimization for the analysis of intact proteins. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY 2009; 281:32-38. [PMID: 20473360 PMCID: PMC2869097 DOI: 10.1016/j.ijms.2008.10.010] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Fourier-transform ion cyclotron resonance (FT-ICR) mass spectrometry (MS) remains the technique of choice for the analysis of intact proteins from complex biological systems, i.e. top-down proteomics. Recently, we have implemented a compensated open cylindrical ion trapping cell into a 12 T FT-ICR mass spectrometer. This new cell has previously demonstrated improved sensitivity, dynamic range, and mass measurement accuracy for the analysis of relatively small tryptic peptides. These improvements are due to the modified trapping potential of the cell which closely approximates the ideal harmonic trapping potential. Here, we report the instrument optimization for the analysis of large macro-molecular ions, such as proteins. Single transient mass spectra of multiply charged bovine ubiquitin ions with sub-ppm mass measurement accuracy, improved signal intensity, and increased dynamic range were obtained using this new cell with increased post-excitation cyclotron radii. The increased cyclotron radii correspond to increased ion kinetic energy and collisions between neutrals and ions with sufficient kinetic energy can exceed a threshold of single collision ion fragmentation. A transition then occurs from relatively long signal lifetimes at low excitation radii to potentially shorter lifetimes, defined by the average ion-neutral collision time. The proposed high energy ion loss mechanism is evaluated and compared with experimental results for bovine ubiquitin and serum albumin. We find that the analysis of large macro-molecules can be significantly improved by the further reduction of pressure in the ion trapping cell. This reduces the high energy ion losses and can enable increased sensitivity and mass measurement accuracy to be realized without compromising resolution. Further, these results appear to be generally applicable to FTMS, and it is expected that the high energy ion loss mechanism also applies to Orbitrap mass analyzers.
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Affiliation(s)
- Aleksey V Tolmachev
- Biological Sciences Division, Pacific Northwest National Laboratory, P.O. Box 999, Richland, WA, 99352
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126
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Sterling HJ, Williams ER. Origin of supercharging in electrospray ionization of noncovalent complexes from aqueous solution. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:1933-43. [PMID: 19682923 PMCID: PMC2789484 DOI: 10.1016/j.jasms.2009.06.012] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2009] [Revised: 06/18/2009] [Accepted: 06/22/2009] [Indexed: 05/10/2023]
Abstract
The use of m-nitrobenzyl alcohol (m-NBA) to enhance charging of noncovalent complexes formed by electrospray ionization from aqueous solutions was investigated. Addition of up to 1% m-NBA can result in a significant increase in the average charging of complexes, ranging from approximately 13% for the homo-heptamer of NtrC4-RC (317 kDa; maximum charge state increases from 42+ to 44+) to approximately 49% for myoglobin (17.6 kDa; maximum charge state increases from 9+ to 16+). Charge state distributions of larger complexes obtained from heated solutions to which no m-NBA was added are remarkably similar to those containing small amounts of m-NBA. Dissociation of the complexes through identical channels both upon addition of higher concentrations of m-NBA and heating is observed. These results indicate that the enhanced charging upon addition of m-NBA to aqueous electrospray solutions is a result of droplet heating owing to the high boiling point of m-NBA, which results in a change in the higher-order structure and/or dissociation of the complexes. For monomeric proteins and small complexes, the enhancement of charging is lower for heated aqueous solutions than from solutions with m-NBA because rapid folding of proteins from heated solutions that do not contain m-NBA can occur after the electrospray droplet is formed and is evaporatively cooled.
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Affiliation(s)
- Harry J Sterling
- Department of Chemistry, University of California-Berkeley, Berkeley, California 94720, USA
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127
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Frantom PA, Zhang HM, Emmett MR, Marshall AG, Blanchard JS. Mapping of the allosteric network in the regulation of alpha-isopropylmalate synthase from Mycobacterium tuberculosis by the feedback inhibitor L-leucine: solution-phase H/D exchange monitored by FT-ICR mass spectrometry. Biochemistry 2009; 48:7457-64. [PMID: 19606873 DOI: 10.1021/bi900851q] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
As it is becoming accepted that allosteric regulation can occur through a change in local conformational equilibria as opposed to a change in overall static structure, a thorough description of the structural aspects of these types of mechanisms will be essential to understanding this fundamental biological process. Here we report the experimental identification of key regions of conformational perturbation in the allosteric network of a large (144 kDa), multidomain enzyme by use of solution-phase hydrogen/deuterium exchange. Large perturbations in the regulatory domain induced by effector molecule binding are linked to a very specific, targeted perturbation in the active site, some 50 A away. Binding of L-leucine to an enzyme variant (Y410F) that is kinetically insensitive to effector binding was shown to elicit similar changes in the regulatory domain, but perturbs an alternate region of the catalytic domain, consistent with the proposed allosteric mechanism. These results comprise one of the first reports of an experimentally mapped allosteric mechanism in a protein of this size and provide necessary information to be used toward the development of allostery-based drugs or enzymes with engineered regulatory properties.
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Affiliation(s)
- Patrick A Frantom
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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128
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Makarov A, Denisov E, Lange O. Performance evaluation of a high-field Orbitrap mass analyzer. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:1391-6. [PMID: 19216090 DOI: 10.1016/j.jasms.2009.01.005] [Citation(s) in RCA: 104] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2008] [Revised: 01/12/2009] [Accepted: 01/12/2009] [Indexed: 05/19/2023]
Abstract
A new design of the Orbitrap mass analyzer is presented. Higher frequencies of ion oscillations and hence higher resolving power over fixed acquisition time are achieved by decreasing the gap between the inner and outer Orbitrap electrodes, thus providing higher field strength for a given voltage. Experimental results confirm maximum FWHM resolving power in excess of 350,000 at m/z 524 and 600,000 at m/z 195, isotopic resolution of proteins above 40 kDa, and a single-shot dynamic range of 25,000. It was also found that mass shifts in the new design depend very little on space charge inside the analyzer. This performance was achieved using higher voltages and by careful balancing of construction tolerances and operation parameters, which appeared to vary in narrower ranges of tuning than for a standard Orbitrap analyzer.
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129
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Polar lipid remodeling and increased sulfatide expression are associated with the glioma therapeutic candidates, wild type p53 elevation and the topoisomerase-1 inhibitor, irinotecan. Glycoconj J 2009; 27:27-38. [PMID: 19557511 DOI: 10.1007/s10719-009-9249-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2008] [Revised: 03/10/2009] [Accepted: 05/29/2009] [Indexed: 10/20/2022]
Abstract
We report changes in gene and polar lipid expression induced by adenovirus-delivered wild-type (wt) p53 gene and chemotherapy of U87 MG glioblastoma cells, a treatment known to trigger apoptosis and cell cycle arrest. Sulfatides (sulfonated glycolipids) were most highly modulated by wild-type p53 treatment; however, no changes were observed in expression levels of mRNA for genes involved in sulfatide metabolism, indicating post-transcriptional control of sulfatide synthesis. Modulation of the aglycones of GD1 and GM1b was observed in wild-type p53-treated cells. The treatment also leads to an increase in phospholipids such as phosphatidyl inositols, phosphatidyl serines, phosphatidyl glycerols, and phosphatidyl ethanolamines, especially hydroxylated phospholipids. These dramatic changes in the composition of cellular glycolipids in response to p53 gene expression and cytotoxic chemotherapy treatment indicate the large role that they play in cell signaling. The use of the human glioma cell line U87 appears to be an excellent model system both in tissue culture and in intracranial murine xenograft models to further characterize the role of sulfatides in modulating glioma responsivity to therapeutic agents.
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130
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Ben Hamidane H, He H, Tsybin OY, Emmett MR, Hendrickson CL, Marshall AG, Tsybin YO. Periodic sequence distribution of product ion abundances in electron capture dissociation of amphipathic peptides and proteins. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:1182-92. [PMID: 19297190 DOI: 10.1016/j.jasms.2009.02.015] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2008] [Revised: 01/14/2009] [Accepted: 02/08/2009] [Indexed: 05/11/2023]
Abstract
The rules for product ion formation in electron capture dissociation (ECD) mass spectrometry of peptides and proteins remain unclear. Random backbone cleavage probability and the nonspecific nature of ECD toward amino acid sequence have been reported, contrary to preferential channels of fragmentation in slow heating-based tandem mass spectrometry. Here we demonstrate that for amphipathic peptides and proteins, modulation of ECD product ion abundance (PIA) along the sequence is pronounced. Moreover, because of the specific primary (and presumably secondary) structure of amphipathic peptides, PIA in ECD demonstrates a clear and reproducible periodic sequence distribution. On the one hand, the period of ECD PIA corresponds to periodic distribution of spatially separated hydrophobic and hydrophilic domains within the peptide primary sequence. On the other hand, the same period correlates with secondary structure units, such as alpha-helical turns, known for solution-phase structure. Based on a number of examples, we formulate a set of characteristic features for ECD of amphipathic peptides and proteins: (1) periodic distribution of PIA is observed and is reproducible in a wide range of ECD parameters and on different experimental platforms; (2) local maxima of PIA are not necessarily located near the charged site; (3) ion activation before ECD not only extends product ion sequence coverage but also preserves ion yield modulation; (4) the most efficient cleavage (e.g. global maximum of ECD PIA distribution) can be remote from the charged site; (5) the number and location of PIA maxima correlate with amino acid hydrophobicity maxima generally to within a single amino acid displacement; and (6) preferential cleavage sites follow a selected hydrogen spine in an alpha-helical peptide segment. Presently proposed novel insights into ECD behavior are important for advancing understanding of the ECD mechanism, particularly the role of peptide sequence on PIA. An improved ECD model could facilitate protein sequencing and improve identification of unknown proteins in proteomics technologies. In structural biology, the periodic/preferential product ion yield in ECD of alpha-helical structures potentially opens the way toward de novo site-specific secondary structure determination of peptides and proteins in the gas phase and its correlation with solution-phase structure.
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Affiliation(s)
- Hisham Ben Hamidane
- Biomolecular Mass Spectrometry Laboratory, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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131
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Yi K, Wang X, Emmett MR, Marshall AG, Stewart M, Roberts TM. Dephosphorylation of major sperm protein (MSP) fiber protein 3 by protein phosphatase 2A during cell body retraction in the MSP-based amoeboid motility of Ascaris sperm. Mol Biol Cell 2009; 20:3200-8. [PMID: 19458186 DOI: 10.1091/mbc.e09-03-0240] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
The crawling movement of nematode sperm requires coordination of leading edge protrusion with cell body retraction, both of which are powered by modulation of a cytoskeleton based on major sperm protein (MSP) filaments. We used a cell-free in vitro motility system in which both protrusion and retraction can be reconstituted, to identify two proteins involved in cell body retraction. Pharmacological and depletion-add back assays showed that retraction was triggered by a putative protein phosphatase 2A (PP2A, a Ser/Thr phosphatase activated by tyrosine dephosphorylation). Immunofluorescence showed that PP2A was present in the cell body and was concentrated at the base of the lamellipod where the force for retraction is generated. PP2A targeted MSP fiber protein 3 (MFP3), a protein unique to nematode sperm that binds to the MSP filaments in the motility apparatus. Dephosphorylation of MFP3 caused its release from the cytoskeleton and generated filament disassembly. Our results suggest that interaction between PP2A and MFP3 leads to local disassembly of the MSP cytoskeleton at the base of the lamellipod in sperm that in turn pulls the trailing cell body forward.
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Affiliation(s)
- Kexi Yi
- Department of Biological Science, Florida State University, Tallahassee, FL 32306, USA
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132
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Kaiser NK, Skulason GE, Weisbrod CR, Bruce JE. A novel Fourier transform ion cyclotron resonance mass spectrometer with improved ion trapping and detection capabilities. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:755-62. [PMID: 19200753 PMCID: PMC2763776 DOI: 10.1016/j.jasms.2008.12.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2008] [Revised: 12/16/2008] [Accepted: 12/17/2008] [Indexed: 05/27/2023]
Abstract
A novel Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometer has been developed for improved biomolecule analysis. A flared metal capillary and an electrodynamic ion funnel were installed in the source region of the instrument for improved ion transmission. The transfer quadrupole is divided into 19 segments, with the capacity for independent control of DC voltage biases for each segment. Restrained ion population transfer (RIPT) is used to transfer ions from the ion accumulation region to the ICR cell. The RIPT ion guide reduces mass discrimination that occurs as a result of time-of-flight effects associated with gated trapping. Increasing the number of applied DC bias voltages from 8 to 18 increases the number of ions that are effectively trapped in the ICR cell. The RIPT ion guide with a novel voltage profile applied during ion transfer provides a 3- to 4-fold increase in the number of ions that are trapped in the ICR cell compared with gated trapping for the same ion accumulation time period. A novel ICR cell was incorporated in the instrument to reduce radial electric field variation for ions with different z-axis oscillation amplitudes. With the ICR cell, called trapping ring electrode cell (TREC), we can tailor the shape of the trapping electric fields to reduce dephasing of coherent cyclotron motion of an excited ion packet. With TREC, nearly an order of magnitude increase in sensitivity is observed. The performance of the instrument with the combination of RIPT, TREC, flared inlet, and ion funnel is presented.
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Affiliation(s)
- Nathan K. Kaiser
- Department of Chemistry, Washington State University, Pullman, WA 99164-4630
| | - Gunnar E. Skulason
- Department of Chemistry, Washington State University, Pullman, WA 99164-4630
| | - Chad R. Weisbrod
- Department of Chemistry, Washington State University, Pullman, WA 99164-4630
| | - James E. Bruce
- Department of Chemistry, Washington State University, Pullman, WA 99164-4630
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133
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Zhang HM, Bou-Assaf GM, Emmett MR, Marshall AG. Fast reversed-phase liquid chromatography to reduce back exchange and increase throughput in H/D exchange monitored by FT-ICR mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:520-4. [PMID: 19095461 PMCID: PMC2673454 DOI: 10.1016/j.jasms.2008.11.010] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2008] [Revised: 11/15/2008] [Accepted: 11/17/2008] [Indexed: 05/12/2023]
Abstract
In solution-phase hydrogen/deuterium exchange (HDX), it is essential to minimize the back-exchange level of H for D after the exchange has been quenched, to accurately assign protein conformation and protein-protein or protein-ligand interactions. Reversed-phase HPLC is conducted at low pH and low temperature to desalt and separate proteolytic fragments. However, back exchange averages roughly 30% because of the long exposure to H(2)O in the mobile phase. In this report, we first show that there is no significant backbone amide hydrogen back exchange during quench and digestion; backbone exchange occurs primarily during subsequent liquid chromatography separation. We then show that a rapid reversed-phase separation reduces back exchange for HDX by at least 25%, resulting from the dramatically reduced retention time of the peptide fragments on the column. The influence of retention time on back exchange was also evaluated. The rapid separation coupled with high-resolution FT-ICR MS at 14.5 T provides high amino acid sequence coverage, high sample throughput, and high reproducibility and reliability.
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Affiliation(s)
- Hui-Min Zhang
- National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Dr., Tallahassee, FL 32310-4005
- Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306
| | - George M. Bou-Assaf
- National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Dr., Tallahassee, FL 32310-4005
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL, 32306
| | - Mark R. Emmett
- National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Dr., Tallahassee, FL 32310-4005
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL, 32306
| | - Alan G. Marshall
- National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Dr., Tallahassee, FL 32310-4005
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL, 32306
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134
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Kim S, Rodgers RP, Blakney GT, Hendrickson CL, Marshall AG. Automated electrospray ionization FT-ICR mass spectrometry for petroleum analysis. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:263-268. [PMID: 18990588 DOI: 10.1016/j.jasms.2008.10.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2008] [Revised: 09/30/2008] [Accepted: 10/01/2008] [Indexed: 05/27/2023]
Abstract
Analysis of petroleum samples at the molecular level by Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) typically requires a prolonged accumulation of ions and/or summing up a large number of scans. Here, a chip-based micro-ESI system (Advion NanoMate, Ithaca, NY) has been successfully automated in combination with FT-ICR MS analysis of petroleum samples. A foil-sealed 96-well glass plate prevents solvent evaporation, with no visible loss of sample after 20 h of continuous operation. Mass spectra obtained from the same sample but taken from different wells after various time delays were very similar. Data from replicate samples in different wells could be combined to enhance mass spectral signal-to-noise ratio and dynamic range. Furthermore, the automated data acquisition eliminates sample carryover, and produces heteroatom class distribution, double-bond equivalents (DBE), and carbon number very similar to those from the conventional (manual) micro-ESI experiments.
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Affiliation(s)
- Sunghwan Kim
- Korean Basic Science Institute, Chungcheongbuk-Do, Republic of Korea
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135
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KIT kinase mutants show unique mechanisms of drug resistance to imatinib and sunitinib in gastrointestinal stromal tumor patients. Proc Natl Acad Sci U S A 2009; 106:1542-7. [PMID: 19164557 DOI: 10.1073/pnas.0812413106] [Citation(s) in RCA: 286] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Most gastrointestinal stromal tumors (GISTs) exhibit aberrant activation of the receptor tyrosine kinase (RTK) KIT. The efficacy of the inhibitors imatinib mesylate and sunitinib malate in GIST patients has been linked to their inhibition of these mutant KIT proteins. However, patients on imatinib can acquire secondary KIT mutations that render the protein insensitive to the inhibitor. Sunitinib has shown efficacy against certain imatinib-resistant mutants, although a subset that resides in the activation loop, including D816H/V, remains resistant. Biochemical and structural studies were undertaken to determine the molecular basis of sunitinib resistance. Our results show that sunitinib targets the autoinhibited conformation of WT KIT and that the D816H mutant undergoes a shift in conformational equilibrium toward the active state. These findings provide a structural and enzymologic explanation for the resistance profile observed with the KIT inhibitors. Prospectively, they have implications for understanding oncogenic kinase mutants and for circumventing drug resistance.
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136
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Ma M, Chen R, Ge Y, He H, Marshall AG, Li L. Combining bottom-up and top-down mass spectrometric strategies for de novo sequencing of the crustacean hyperglycemic hormone from Cancer borealis. Anal Chem 2009; 81:240-7. [PMID: 19046072 PMCID: PMC2652649 DOI: 10.1021/ac801910g] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The crustacean hyperglycemic hormone (CHH) is a 72-amino acid residue polypeptide with multiple physiological effects. The X-organ/sinus gland is the primary source for CHH and its family members. However, the amino acid sequence of CHH in Cancer borealis , a premier model system for neuromodulation, has not been characterized. In this study, a novel hybrid strategy combining "bottom-up" and "top-down" methodologies enabled direct sequencing of CHH peptide in the sinus gland of C. borealis . Multiple mass spectrometry (MS)-based techniques were employed to characterize the CHH peptide, including direct tissue analysis by MALDI-FT-ICR-MS, de novo sequencing of tryptic digested CHH by nano-LC/ESI-Q-TOF MS and intact CHH analysis by LC/FT-ICR-MS. In-trap cleaning removed the extensive matrix adducts of CHH in the direct tissue analysis by MALDI-FT-ICR-MS. Fragmentation efficiency of the intact CHH was drastically improved after the reduction-alkylation of the disulfide bonds. The sequence coverage was further enhanced by employing multiple complementary fragmentation techniques. Overall, this example is the largest neuropeptide de novo sequenced in C. borealis by mass spectrometric methods.
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Affiliation(s)
- Mingming Ma
- School of Pharmacy, University of Wisconsin, 777 Highland Avenue, Madison, Wisconsin 53705-2222, USA
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137
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Zhang HM, Kazazic S, Schaub TM, Tipton JD, Emmett MR, Marshall AG. Enhanced digestion efficiency, peptide ionization efficiency, and sequence resolution for protein hydrogen/deuterium exchange monitored by Fourier transform ion cyclotron resonance mass spectrometry. Anal Chem 2008; 80:9034-41. [PMID: 19551977 PMCID: PMC2784605 DOI: 10.1021/ac801417d] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Solution-phase hydrogen/deuterium exchange (HDX) monitored by high-resolution Fourier transform ion cyclotron resonance (FTICR) mass spectrometry offers a rapid method to study protein conformations and protein-protein interactions. Pepsin is usually used to digest proteins in HDX and is known for lack of cleavage specificity. To improve digestion efficiency and specificity, we have optimized digestion conditions and cleavage preferences for pepsin and protease type XIII from Aspergillus saitoi. A dilution series of the proteases was used to determine the digestion efficiency for several test proteins. Protease type XIII prefers to cleave on the C-terminal end of basic amino acids and produced the highest number of fragments and the best sequence coverage compared to pepsin or protease type XVIII from Rhizhopus. Furthermore, protease type XIII exhibited much less self-digestion than pepsin and thus is superior for HDX experiments. Many highly overlapped segments from protease type XIII and pepsin digestion, combined with high-resolution FTICR mass spectrometry, provide high sequence resolution (to as few as one or two amino acids) for the assignment of amide hydrogen exchange rate. Our H/D exchange results correlate well with the secondary and tertiary structure of myoglobin. Such assignments of highly overlapped fragments promise to greatly enhance the accuracy and sequence resolution for determining conformational differences resulting from ligand binding or protein-protein interactions.
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Affiliation(s)
- Hui-Min Zhang
- Molecular Biophysics Program, Florida State University, Tallahassee, FL 32306
| | - Saša Kazazic
- Laboratory for Chemical Kinetics and Atmospheric Chemistry at Ruder Boskovic Institute, Bijenicka 54, 10002, Zagreb, Croatia
| | - Tanner M. Schaub
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL 32310-4005
| | - Jeremiah D. Tipton
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL 32310-4005
| | - Mark R. Emmett
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL 32310-4005
- Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, FL 32306-4390
| | - Alan G. Marshall
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, 1800 East Paul Dirac Drive, Tallahassee, FL 32310-4005
- Department of Chemistry and Biochemistry, 95 Chieftain Way, Florida State University, Tallahassee, FL 32306-4390
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138
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Mann M, Kelleher NL. Precision proteomics: the case for high resolution and high mass accuracy. Proc Natl Acad Sci U S A 2008; 105:18132-8. [PMID: 18818311 PMCID: PMC2587563 DOI: 10.1073/pnas.0800788105] [Citation(s) in RCA: 308] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2008] [Indexed: 12/15/2022] Open
Abstract
Proteomics has progressed radically in the last 5 years and is now on par with most genomic technologies in throughput and comprehensiveness. Analyzing peptide mixtures by liquid chromatography coupled to high-resolution mass spectrometry (LC-MS) has emerged as the main technology for in-depth proteome analysis whereas two-dimensional gel electrophoresis, low-resolution MALDI, and protein arrays are playing niche roles. MS-based proteomics is rapidly becoming quantitative through both label-free and stable isotope labeling technologies. The latest generation of mass spectrometers combines extremely high resolving power, mass accuracy, and very high sequencing speed in routine proteomic applications. Peptide fragmentation is mostly performed in low-resolution but very sensitive and fast linear ion traps. However, alternative fragmentation methods and high-resolution fragment analysis are becoming much more practical. Recent advances in computational proteomics are removing the data analysis bottleneck. Thus, in a few specialized laboratories, "precision proteomics" can now identify and quantify almost all fragmented peptide peaks. Huge challenges and opportunities remain in technology development for proteomics; thus, this is not "the beginning of the end" but surely "the end of the beginning."
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Affiliation(s)
- Matthias Mann
- Department of Proteomics and Signal Transduction, Max Planck Institute for Biochemistry, Am Klopferspitz 18, D-82152 Martinsried, Germany; and
| | - Neil L. Kelleher
- Department of Chemistry and the Institute for Genomic Biology, University of Illinois at Urbana–Champaign, Urbana, IL 61801
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139
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Abstract
Each different molecular elemental composition-e.g., C(c)H(h)N(n)O(o)S(s)-has a different exact mass. With sufficiently high mass resolving power (m/Deltam(50%) approximately 400,000, in which m is molecular mass and Deltam(50%) is the mass spectral peak width at half-maximum peak height) and mass accuracy (<300 ppb) up to approximately 800 Da, now routinely available from high-field (>/=9.4 T) Fourier transform ion cyclotron resonance mass spectrometry, it is possible to resolve and identify uniquely and simultaneously each of the thousands of elemental compositions from the most complex natural organic mixtures, including petroleum crude oil. It is thus possible to separate and sort petroleum components according to their heteroatom class (N(n)O(o)S(s)), double bond equivalents (DBE = number of rings plus double bonds involving carbon, because each ring or double bond results in a loss of two hydrogen atoms), and carbon number. "Petroleomics" is the characterization of petroleum at the molecular level. From sufficiently complete characterization of the organic composition of petroleum and its products, it should be possible to correlate (and ultimately predict) their properties and behavior. Examples include molecular mass distribution, distillation profile, characterization of specific fractions without prior extraction or wet chemical separation from the original bulk material, biodegradation, maturity, water solubility (and oil:water emulsion behavior), deposits in oil wells and refineries, efficiency and specificity of catalytic hydroprocessing, "heavy ends" (asphaltenes) analysis, corrosion, etc.
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140
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Hartinger CG, Casini A, Duhot C, Tsybin YO, Messori L, Dyson PJ. Stability of an organometallic ruthenium-ubiquitin adduct in the presence of glutathione: relevance to antitumour activity. J Inorg Biochem 2008; 102:2136-41. [PMID: 18834634 DOI: 10.1016/j.jinorgbio.2008.08.002] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2008] [Revised: 08/03/2008] [Accepted: 08/13/2008] [Indexed: 11/16/2022]
Abstract
The interactions of the ruthenium(II) complex Ru(eta6-p-cymene)(pta)Cl2 (RAPTA-C), an effective anticancer and antimetastatic agent, with biological nucleophiles are important with respect to its mechanism of action, for example, the reaction with glutathione (GSH) potentially plays an important role in detoxification. RAPTA-C reacts rapidly with glutathione forming a series of adducts including Ru(eta6-p-cymene)(pta)(GS), Ru(eta6-p-cymene)(GS) and bis-GSH conjugates, which were characterised by Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS). In addition, the ability of glutathione to cleave ruthenium-ubiquitin bonds was assayed and it was shown that GSH is capable of removing the Ru moiety from the protein, although no ternary adducts were identified.
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Affiliation(s)
- Christian G Hartinger
- Institut des Sciences et Ingénierie Chimiques, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland
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