1
|
Pourmirzaei M, Ramazi S, Esmaili F, Shojaeilangari S, Allahvardi A. Machine learning-based approaches for ubiquitination site prediction in human proteins. BMC Bioinformatics 2023; 24:449. [PMID: 38017391 PMCID: PMC10683244 DOI: 10.1186/s12859-023-05581-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 11/23/2023] [Indexed: 11/30/2023] Open
Abstract
Protein ubiquitination is a critical post-translational modification (PTMs) involved in numerous cellular processes. Identifying ubiquitination sites (Ubi-sites) on proteins offers valuable insights into their function and regulatory mechanisms. Due to the cost- and time-consuming nature of traditional approaches for Ubi-site detection, there has been a growing interest in leveraging artificial intelligence for computer-aided Ubi-site prediction. In this study, we collected experimentally verified Ubi-sites of human proteins from the dbPTM database, then conducted comprehensive state-of-the art computational methods along with standard evaluation metrics and a proper validation strategy for Ubi-site prediction. We presented the effectiveness of our framework by comparing ten machine learning (ML) based approaches in three different categories: feature-based conventional ML methods, end-to-end sequence-based deep learning (DL) techniques, and hybrid feature-based DL models. Our results revealed that DL approaches outperformed the classical ML methods, achieving a 0.902 F1-score, 0.8198 accuracy, 0.8786 precision, and 0.9147 recall as the best performance for a DL model using both raw amino acid sequences and hand-crafted features. Interestingly, our experimental results disclosed that the performance of DL methods had a positive correlation with the length of amino acid fragments, suggesting that utilizing the entire sequence can lead to more accurate predictions in future research endeavors. Additionally, we developed a meticulously curated benchmark for Ubi-site prediction in human proteins. This benchmark serves as a valuable resource for future studies, enabling fair and accurate comparisons between different methods. Overall, our work highlights the potential of ML, particularly DL techniques, in predicting Ubi-sites and furthering our knowledge of protein regulation through ubiquitination in cells.
Collapse
Affiliation(s)
- Mahdi Pourmirzaei
- Department of Information Technology, Tarbiat Modares University, 14115-111, Tehran, Iran
| | - Shahin Ramazi
- Department of Biophysics, Faculty of Biological Sciences, Tarbiat Modares University, 14115-111, Tehran, Iran
| | - Farzaneh Esmaili
- Department of Information Technology, Tarbiat Modares University, 14115-111, Tehran, Iran
| | - Seyedehsamaneh Shojaeilangari
- Biomedical Engineering Group, Department of Electrical and Information Technology, Iranian Research Organization for Science and Technology (IROST), 33535111, Tehran, Iran.
| | - Abdollah Allahvardi
- Department of Biophysics, Faculty of Biological Sciences, Tarbiat Modares University, 14115-111, Tehran, Iran
| |
Collapse
|
2
|
Advances in Mass Spectrometry-Based Single Cell Analysis. BIOLOGY 2023; 12:biology12030395. [PMID: 36979087 PMCID: PMC10045136 DOI: 10.3390/biology12030395] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/27/2023] [Accepted: 03/01/2023] [Indexed: 03/06/2023]
Abstract
Technological developments and improvements in single-cell isolation and analytical platforms allow for advanced molecular profiling at the single-cell level, which reveals cell-to-cell variation within the admixture cells in complex biological or clinical systems. This helps to understand the cellular heterogeneity of normal or diseased tissues and organs. However, most studies focused on the analysis of nucleic acids (e.g., DNA and RNA) and mass spectrometry (MS)-based analysis for proteins and metabolites of a single cell lagged until recently. Undoubtedly, MS-based single-cell analysis will provide a deeper insight into cellular mechanisms related to health and disease. This review summarizes recent advances in MS-based single-cell analysis methods and their applications in biology and medicine.
Collapse
|
3
|
Paris J, Theisen A, Marzullo BP, Haris A, Morgan TE, Barrow MP, O’Hara J, O’Connor PB. Multimodal Tandem Mass Spectrometry Techniques for the Analysis of Phosphopeptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:1126-1133. [PMID: 35604791 PMCID: PMC9264387 DOI: 10.1021/jasms.1c00353] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Collisionally activated dissociation (CAD), infrared multiphoton dissociation (IRMPD), ultraviolet photodissociation (UVPD), electron capture dissociation and electron detachment dissociation (EDD) experiments were conducted on a set of phosphopeptides, in a Fourier transform ion cyclotron resonance mass spectrometer. The fragmentation patterns were compared and varied according to the fragmentation mechanisms and the composition of the peptides. CAD and IRMPD produced similar fragmentation profiles of the phosphopeptides, while UVPD produced a large number of complementary fragments. Electron-based dissociation techniques displayed lower fragmentation efficiencies, despite retaining the labile phosphate group, and drastically different fragmentation profiles. EDD produced complex spectra whose interpretation proved challenging.
Collapse
Affiliation(s)
- Johanna Paris
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Alina Theisen
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Bryan P. Marzullo
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Anisha Haris
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Tomos E. Morgan
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Mark P. Barrow
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - John O’Hara
- UCB, 216 Bath Road, Slough SL1 3WE, United
Kingdom
| | - Peter B. O’Connor
- Department
of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| |
Collapse
|
4
|
Xiang Y, Shen Z, Shi Y. Chemical Cross-Linking and Mass Spectrometric Analysis of the Endogenous Yeast Exosome Complexes. Methods Mol Biol 2020; 2062:383-400. [PMID: 31768986 DOI: 10.1007/978-1-4939-9822-7_18] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Chemical cross-linking and mass spectrometric readout (CX-MS) has become a useful toolkit for structural analysis of protein complexes. CX-MS enables rapid detection of a larger number of cross-link peptides from the chemically cross-linked protein assembly, providing invaluable cross-link spatial restraints to understand the architecture of the complex. Since CX-MS is complementary with other structural and computational modeling tools, it can be used for integrative structural determination of large native protein assemblies. However, due to technical limitations, current CX-MS applications have still been predominantly confined to complexes reconstituted from recombinant proteins where large amount of purified materials are available. Cross-linking and hybrid structural proteomic analysis of endogenous protein complexes remains a challenge. In this chapter, we present a protocol that efficiently couples affinity capture of endogenous complexes with sensitive CX-MS analysis, with particular application to the yeast RNA processing exosome complexes.
Collapse
Affiliation(s)
- Yufei Xiang
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Zhuolun Shen
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- School of Medicine, Tsinghua University, Beijing, China
| | - Yi Shi
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| |
Collapse
|
5
|
Emerging Technologies in Mass Spectrometry-Based DNA Adductomics. High Throughput 2019; 8:ht8020013. [PMID: 31091740 PMCID: PMC6630665 DOI: 10.3390/ht8020013] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 04/19/2019] [Accepted: 05/09/2019] [Indexed: 12/11/2022] Open
Abstract
The measurement of DNA adducts, the covalent modifications of DNA upon the exposure to the environmental and dietary genotoxicants and endogenously produced electrophiles, provides molecular evidence for DNA damage. With the recent improvements in the sensitivity and scanning speed of mass spectrometry (MS) instrumentation, particularly high-resolution MS, it is now feasible to screen for the totality of DNA damage in the human genome through DNA adductomics approaches. Several MS platforms have been used in DNA adductomic analysis, each of which has its strengths and limitations. The loss of 2′-deoxyribose from the modified nucleoside upon collision-induced dissociation is the main transition feature utilized in the screening of DNA adducts. Several advanced data-dependent and data-independent scanning techniques originated from proteomics and metabolomics have been tailored for DNA adductomics. The field of DNA adductomics is an emerging technology in human exposure assessment. As the analytical technology matures and bioinformatics tools become available for analysis of the MS data, DNA adductomics can advance our understanding about the role of chemical exposures in DNA damage and disease risk.
Collapse
|
6
|
Tang HY, Speicher DW. Experimental Assignment of Disulfide-Bonds in Purified Proteins. ACTA ACUST UNITED AC 2019; 96:e86. [PMID: 30747488 DOI: 10.1002/cpps.86] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The formation of disulfide bonds in proteins is an important post-translational modification that is critical for stabilizing the native structures of proteins, particularly proteins exposed to oxidizing environments. For this reason, most cysteines in secreted proteins or protein domains on the surface of the cell are in disulfides, whereas most cysteines in the cytoplasm are in the unmodified -SH form. Disulfide linkages must be experimentally determined, as they cannot be predicted from amino acid sequence. These assignments provide insights into three-dimensional structure and contribute to the understanding of structural-functional relationships. This unit details a series of protocols that have been applied successfully to map disulfide bonds in proteins. The general strategy involves chemical or proteolytic cleavage of the protein followed by chromatographic separation of the resultant peptides. Mass spectrometry is used to identify disulfide-containing peptides and determine sites of disulfide linkage. A partial reduction and alkylation strategy for mapping disulfide linkages in peptides with multiple disulfide bonds is also presented. © 2019 by John Wiley & Sons, Inc.
Collapse
|
7
|
Pilo AL, Zhao F, McLuckey SA. Gas-Phase Oxidation via Ion/Ion Reactions: Pathways and Applications. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2017; 28:991-1004. [PMID: 28050870 PMCID: PMC5438755 DOI: 10.1007/s13361-016-1554-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Revised: 10/31/2016] [Accepted: 11/05/2016] [Indexed: 06/06/2023]
Abstract
Here, we provide an overview of pathways available upon the gas-phase oxidation of peptides and DNA via ion/ion reactions and explore potential applications of these chemistries. The oxidation of thioethers (i.e., methionine residues and S-alkyl cysteine residues), disulfide bonds, S-nitrosylated cysteine residues, and DNA to the [M+H+O]+ derivative via ion/ion reactions with periodate and peroxymono-sulfate anions is demonstrated. The oxidation of neutral basic sites to various oxidized structures, including the [M+H+O]+, [M-H]+, and [M-H-NH3]+ species, via ion/ion reactions is illustrated and the oxidation characteristics of two different oxidizing reagents, periodate and persulfate anions, are compared. Lastly, the highly efficient generation of molecular radical cations via ion/ion reactions with sulfate radical anion is summarized. Activation of the newly generated molecular radical peptide cations results in losses of various neutral side chains, several of which generate dehydroalanine residues that can be used to localize the amino acid from which the dehydroalanine was generated. The chemistries presented herein result in a diverse range of structures that can be used for a variety of applications, including the identification and localization of S-alkyl cysteine residues, the oxidative cleavage of disulfide bonds, and the generation of molecular radical cations from even-electron doubly protonated peptides. Graphical Abstract ᅟ.
Collapse
Affiliation(s)
- Alice L Pilo
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907-2084, USA
| | - Feifei Zhao
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907-2084, USA
| | - Scott A McLuckey
- Department of Chemistry, Purdue University, West Lafayette, IN, 47907-2084, USA.
| |
Collapse
|
8
|
Pilo AL, McLuckey SA. Selective Gas-Phase Ion/Ion Reactions: Enabling Disulfide Mapping via Oxidation and Cleavage of Disulfide Bonds in Intermolecularly-Linked Polypeptide Ions. Anal Chem 2016; 88:8972-9. [PMID: 27531151 DOI: 10.1021/acs.analchem.6b01043] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The selective gas-phase oxidation of disulfide bonds to their thiosulfinate form using ion/ion reactions and subsequent cleavage is demonstrated here. Oxidizing reagent anions are observed to attach to all polypeptides, regardless of amino acid composition. Direct proton transfer yielding a charge-reduced peptide is also frequently observed. Activation of the ion/ion complex between an oxidizing reagent anion and a disulfide-containing peptide cation results in oxygen transfer from the reagent anion to the peptide cation to form the [M+H+O](+) species. This thiosulfinate derivative can undergo one of several rearrangements that result in cleavage of the disulfide bond. Species containing an intermolecular disulfide bond undergo separation of the two chains upon activation. Further activation can be used to generate more sequence information from each chain. These oxidation ion/ion reactions have been used to illustrate the identification of S-glutathionylated and S-cysteinylated peptides, in which low molecular weight thiols are attached to cysteine residues in peptides via disulfide bonds. The oxidation chemistry effectively labels peptide ions with readily oxidized groups, such as disulfide bonds. This enables a screening approach for the identification of disulfide-linked peptides in a disulfide mapping application involving enzymatic digestion. The mixtures of ions generated by tryptic and peptic digestions of lysozyme and insulin, respectively, without prior separation or isolation were subjected both to oxidation and proton transfer ion/ion chemistry to illustrate the identification of peptides in the mixtures with readily oxidized groups.
Collapse
Affiliation(s)
- Alice L Pilo
- Department of Chemistry, Purdue University , 560 Oval Drive, West Lafayette, Indiana 47907-2084, United States
| | - Scott A McLuckey
- Department of Chemistry, Purdue University , 560 Oval Drive, West Lafayette, Indiana 47907-2084, United States
| |
Collapse
|
9
|
Pilo AL, Zhao F, McLuckey SA. Selective Gas-Phase Oxidation and Localization of Alkylated Cysteine Residues in Polypeptide Ions via Ion/Ion Chemistry. J Proteome Res 2016; 15:3139-46. [PMID: 27476698 DOI: 10.1021/acs.jproteome.6b00266] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The thiol group in cysteine residues is susceptible to several post-translational modifications (PTMs), including prenylation, nitrosylation, palmitoylation, and the formation of disulfide bonds. Additionally, cysteine residues involved in disulfide bonds are commonly reduced and alkylated prior to mass spectrometric analysis. Several of these cysteine modifications, specifically S-alkyl modifications, are susceptible to gas-phase oxidation via selective ion/ion reactions with periodate anions. Multiply protonated peptides containing modified cysteine residues undergo complex formation upon ion/ion reaction with periodate anions. Activation of the ion/ion complexes results in oxygen transfer from the reagent to the modified sulfur residue to create a sulfoxide functionality. Further activation of the sulfoxide derivative yields abundant losses of the modification with the oxidized sulfur as a sulfenic acid (namely, XSOH) to generate a dehydroalanine residue. This loss immediately indicates the presence of an S-alkyl cysteine residue, and the mass of the loss can be used to easily deduce the type of modification. An additional step of activation can be used to localize the modification to a specific residue within the peptide. Selective cleavage to create c- and z-ions N-terminal to the dehydroalanine residue is often noted. As these types of ions are not typically observed upon collision-induced dissociation (CID), they can be used to immediately indicate where in the peptide the PTM was originally located.
Collapse
Affiliation(s)
- Alice L Pilo
- Department of Chemistry, Purdue University , West Lafayette, Indiana 47907-2084, United States
| | - Feifei Zhao
- Department of Chemistry, Purdue University , West Lafayette, Indiana 47907-2084, United States
| | - Scott A McLuckey
- Department of Chemistry, Purdue University , West Lafayette, Indiana 47907-2084, United States
| |
Collapse
|
10
|
Liu NY, Lee HH, Chang ZF, Tsay YG. Examination of segmental average mass spectra from liquid chromatography-tandem mass spectrometric (LC-MS/MS) data enables screening of multiple types of protein modifications. Anal Chim Acta 2015; 892:115-22. [PMID: 26388481 DOI: 10.1016/j.aca.2015.07.032] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Revised: 07/13/2015] [Accepted: 07/15/2015] [Indexed: 01/05/2023]
Abstract
It has been observed that a modified peptide and its non-modified counterpart, when analyzed with reverse phase liquid chromatography, usually share a very similar elution property [1-3]. Inasmuch as this property is common to many different types of protein modifications, we propose an informatics-based approach, featuring the generation of segmental average mass spectra ((sa)MS), that is capable of locating different types of modified peptides in two-dimensional liquid chromatography-mass spectrometric (LC-MS) data collected for regular protease digests from proteins in gels or solutions. To enable the localization of these peptides in the LC-MS map, we have implemented a set of computer programs, or the (sa)MS package, that perform the needed functions, including generating a complete set of segmental average mass spectra, compiling the peptide inventory from the Sequest/TurboSequest results, searching modified peptide candidates and annotating a tandem mass spectrum for final verification. Using ROCK2 as an example, our programs were applied to identify multiple types of modified peptides, such as phosphorylated and hexosylated ones, which particularly include those peptides that could have been ignored due to their peculiar fragmentation patterns and consequent low search scores. Hence, we demonstrate that, when complemented with peptide search algorithms, our approach and the entailed computer programs can add the sequence information needed for bolstering the confidence of data interpretation by the present analytical platforms and facilitate the mining of protein modification information out of complicated LC-MS/MS data.
Collapse
Affiliation(s)
- Nai-Yu Liu
- Institute of Biochemistry & Molecular Biology, National Yang-Ming University, Taipei, 112, Taiwan
| | - Hsiao-Hui Lee
- Department of Life Science & Institute of Genome Science, National Yang-Ming University, Taipei, 112, Taiwan
| | - Zee-Fen Chang
- Institute of Biochemistry & Molecular Biology, National Yang-Ming University, Taipei, 112, Taiwan
| | - Yeou-Guang Tsay
- Institute of Biochemistry & Molecular Biology, National Yang-Ming University, Taipei, 112, Taiwan; Proteomics Research Center, National Yang-Ming University, Taipei, 112, Taiwan.
| |
Collapse
|
11
|
Self-built microdialysis probes with improved recoveries of ATP and neuropeptides. J Neurosci Methods 2014; 237:1-8. [PMID: 25172804 DOI: 10.1016/j.jneumeth.2014.08.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 08/09/2014] [Accepted: 08/14/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND Microdialysis is an established technique for collecting small molecular weight substances (e.g. neurotransmitter and energy metabolites) from the extracellular space. The major element of microdialysis is the probe which contains a semi-permeable membrane and is exposed to the interstitial space. As the microdialysis technique has major advantages, e.g. versatility and use in awake animals, commercially produced probes are in great demand. NEW METHOD We here present the design of a probe assembly step by step which will enable researchers to build custom-made probes. Probe recoveries of substances with different molecular weight (ranging from 100 to 1600 Da) were compared for three different probes (CMA 12 Elite probe, custom-made 10 kDa and 30 kDa probes). Recoveries of glucose, lactate, acetylcholine, choline, ATP and the neuropeptides angiotensin II, substance P and somatostatin are presented. RESULTS We found that the 10 kDa probe is only useful for compounds up to 1000 Da while recoveries of the CMA-12 Elite Probe are variable and apparently dependent on ionic charges of analytes. The recovery of the custom-made 30 kDa probe is highest and evidently not influenced by physicochemical parameters of analytes. In a further optimization step, we describe the use of ZipTip(®) μC-18 collection tips to replace the outlet tubing when purifying the dialysate for MALDI-MS measurements of neuropeptides. COMPARISON WITH EXISTING METHODS The results show that self-built microdialysis probes can be equally or more effective than commercially available probes. CONCLUSIONS Self-built microdialysis probes with large pore-membranes are capable of dialyzing ATP and neuropeptides.
Collapse
|
12
|
Borges CR, Sherma ND. Techniques for the analysis of cysteine sulfhydryls and oxidative protein folding. Antioxid Redox Signal 2014; 21:511-31. [PMID: 24383618 PMCID: PMC4076987 DOI: 10.1089/ars.2013.5559] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
SIGNIFICANCE Modification of cysteine thiols dramatically affects protein function and stability. Hence, the abilities to quantify specific protein sulfhydryl groups within complex biological samples and map disulfide bond structures are crucial to gaining greater insights into how proteins operate in human health and disease. RECENT ADVANCES Many different molecular probes are now commercially available to label and track cysteine residues at great sensitivity. Coupled with mass spectrometry, stable isotope-labeled sulfhydryl-specific reagents can provide previously unprecedented molecular insights into the dynamics of cysteine modification. Likewise, the combined application of modern mass spectrometers with improved sample preparation techniques and novel data mining algorithms is beginning to routinize the analysis of complex protein disulfide structures. CRITICAL ISSUES Proper application of these modern tools and techniques, however, still requires fundamental understanding of sulfhydryl chemistry as well as the assumptions that accompany sample preparation and underlie effective data interpretation. FUTURE DIRECTIONS The continued development of tools, technical approaches, and corresponding data processing algorithms will, undoubtedly, facilitate site-specific protein sulfhydryl quantification and disulfide structure analysis from within complex biological mixtures with ever-improving accuracy and sensitivity. Fully routinizing disulfide structure analysis will require an equal but balanced focus on sample preparation and corresponding mass spectral dataset reproducibility.
Collapse
Affiliation(s)
- Chad R Borges
- Center for Personalized Diagnostics, The Biodesign Institute at Arizona State University , Tempe, Arizona
| | | |
Collapse
|
13
|
Sun X, Chiu JF, He QY. Application of immobilized metal affinity chromatography in proteomics. Expert Rev Proteomics 2014; 2:649-57. [PMID: 16209645 DOI: 10.1586/14789450.2.5.649] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
It has been proved that the progress of proteomics is mostly determined by the development of advanced and sensitive protein separation technologies. Immobilized metal affinity chromatography (IMAC) is a powerful protein fractionation method used to enrich metal-associated proteins and peptides. In proteomics, IMAC has been widely employed as a prefractionation method to increase the resolution in protein separation. The combination of IMAC with other protein analytical technologies has been successfully utilized to characterize metalloproteome and post-translational modifications. In the near future, newly developed IMAC integrated with other proteomic methods will greatly contribute to the revolution of expression, cell-mapping and structural proteomics.
Collapse
Affiliation(s)
- Xuesong Sun
- Department of Chemistry, University of Hong Kong, Pokfulam, Hong Kong.
| | | | | |
Collapse
|
14
|
Zhao DS, Gregorich ZR, Ge Y. High throughput screening of disulfide-containing proteins in a complex mixture. Proteomics 2013; 13:3256-60. [PMID: 24030959 DOI: 10.1002/pmic.201300242] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2013] [Revised: 08/12/2013] [Accepted: 08/21/2013] [Indexed: 12/14/2022]
Abstract
The formation of disulfide bonds between cysteine residues is crucial for the stabilization of native protein structures and, thus, determination of disulfide linkages is an important facet of protein structural characterization. Nonetheless, the identification of disulfide bond linkages remains a significant analytical challenge, particularly in large proteins with complex disulfide patterns. Herein, we have developed a new LC/MS strategy for rapid screening of disulfides in an intact protein mixture after a straightforward reduction step with tris(2-carboxyethyl)phosphine. LC/MS analysis of reduced and nonreduced protein mixtures quickly revealed disulfide-containing proteins owing to a 2 Da mass increase per disulfide reduction and, subsequently, the total number of disulfide bonds in the intact proteins could be determined. We have demonstrated the effectiveness of this method in a protein mixture composed of both disulfide-containing and disulfide-free proteins. Our method is simple (no need for proteolytic digestion, alkylation, or the removal of reducing agents prior to MS analysis), high throughput (fast on-line LC/MS analysis), and reliable (no S-S scrambling), underscoring its potential as a rapid disulfide screening method for proteomics applications.
Collapse
Affiliation(s)
- Dong S Zhao
- The Human Proteomics Program, University of Wisconsin-Madison, Madison, WI, USA
| | | | | |
Collapse
|
15
|
Li X, Xu W, Paporello B, Richardson D, Liu H. Liquid chromatography and mass spectrometry with post-column partial reduction for the analysis of native and scrambled disulfide bonds. Anal Biochem 2013; 439:184-6. [PMID: 23639491 DOI: 10.1016/j.ab.2013.04.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Accepted: 04/22/2013] [Indexed: 10/26/2022]
Abstract
A method capable of detecting both native and scrambled disulfide bonds has been established. Nonreduced protein digests were separated using a reversed-phase C18 column, partially reduced by post-column addition of a reducing reagent, and then analyzed by mass spectrometry. Disulfide bond linkage was established by matching the retention times of cysteine-containing peptides and confirmed by the detection of the molecular weight of the disulfide-linked peptides. The application of this method was demonstrated by determination of the disulfide bond structures of an immunoglobulin G1 (IgG1) molecule and lysozyme and by the detection of four scrambled disulfide bonds in the IgG1 molecule.
Collapse
Affiliation(s)
- Xiaojuan Li
- Merck Research Laboratories, Union, NJ 07083, USA
| | | | | | | | | |
Collapse
|
16
|
Echterbille J, Quinton L, Gilles N, De Pauw E. Ion Mobility Mass Spectrometry as a Potential Tool To Assign Disulfide Bonds Arrangements in Peptides with Multiple Disulfide Bridges. Anal Chem 2013; 85:4405-13. [DOI: 10.1021/ac303686w] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
- Julien Echterbille
- Laboratory of Mass Spectrometry,
GIGA-R, Department of Chemistry, University of Liege, Liege, Belgium
| | - Loïc Quinton
- Laboratory of Mass Spectrometry,
GIGA-R, Department of Chemistry, University of Liege, Liege, Belgium
| | - Nicolas Gilles
- iBiTec-S,
SIMOPRO, Commissariat à l’Energie Atomique, Gif-sur-Yvette,
France
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry,
GIGA-R, Department of Chemistry, University of Liege, Liege, Belgium
| |
Collapse
|
17
|
Bhattacharyya M, Gupta K, Gowd KH, Balaram P. Rapid mass spectrometric determination of disulfide connectivity in peptides and proteins. MOLECULAR BIOSYSTEMS 2013; 9:1340-50. [DOI: 10.1039/c3mb25534d] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
18
|
Tacal O, Li B, Lockridge O, Schopfer LM. Resistance of human butyrylcholinesterase to methylene blue-catalyzed photoinactivation; mass spectrometry analysis of oxidation products. Photochem Photobiol 2012; 89:336-48. [PMID: 23136924 DOI: 10.1111/php.12016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Accepted: 10/30/2012] [Indexed: 12/01/2022]
Abstract
Methylene blue, 3, 7-bis(dimethylamino)-phenothiazin-5-ium chloride, is a reversible inhibitor of human butyrylcholinesterase (BChE) in the absence of light. In the presence of light and oxygen, methylene blue promotes irreversible inhibition of human BChE as a function of time, requiring 3 h irradiation to inhibit 95% activity. Inactivation was accompanied by a progressive loss of Coomassie-stained protein bands on native and denaturing polyacrylamide gels, suggesting backbone fragmentation. Aggregation was not detected. MALDI-TOF/TOF mass spectrometry identified oxidized tryptophan (W52, 56, 231, 376, 412, 490, 522), oxidized methionine (M81, 144, 302, 532, 554, 555), oxidized histidine (H214), oxidized proline (P230), oxidized cysteine (C519) and oxidized serine (S215). A 20 min irradiation in the presence of methylene blue resulted in 17% loss of BChE activity, suggesting that BChE is relatively resistant to methylene blue-catalyzed photoinactivation and that therefore this process could be used to sterilize BChE preparations.
Collapse
Affiliation(s)
- Ozden Tacal
- Department of Biochemistry, School of Pharmacy, Hacettepe University, Ankara, Turkey
| | | | | | | |
Collapse
|
19
|
Nothaft H, Scott NE, Vinogradov E, Liu X, Hu R, Beadle B, Fodor C, Miller WG, Li J, Cordwell SJ, Szymanski CM. Diversity in the protein N-glycosylation pathways within the Campylobacter genus. Mol Cell Proteomics 2012; 11:1203-19. [PMID: 22859570 DOI: 10.1074/mcp.m112.021519] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The foodborne bacterial pathogen, Campylobacter jejuni, possesses an N-linked protein glycosylation (pgl) pathway involved in adding conserved heptasaccharides to asparagine-containing motifs of >60 proteins, and releasing the same glycan into its periplasm as free oligosaccharides. In this study, comparative genomics of all 30 fully sequenced Campylobacter taxa revealed conserved pgl gene clusters in all but one species. Structural, phylogenetic and immunological studies showed that the N-glycosylation systems can be divided into two major groups. Group I includes all thermotolerant taxa, capable of growth at the higher body temperatures of birds, and produce the C. jejuni-like glycans. Within group I, the niche-adapted C. lari subgroup contain the smallest genomes among the epsilonproteobacteria, and are unable to glucosylate their pgl pathway glycans potentially reminiscent of the glucosyltransferase regression observed in the O-glycosylation system of Neisseria species. The nonthermotolerant Campylobacters, which inhabit a variety of hosts and niches, comprise group II and produce an unexpected diversity of N-glycan structures varying in length and composition. This includes the human gut commensal, C. hominis, which produces at least four different N-glycan structures, akin to the surface carbohydrate diversity observed in the well-studied commensal, Bacteroides. Both group I and II glycans are immunogenic and cell surface exposed, making these structures attractive targets for vaccine design and diagnostics.
Collapse
Affiliation(s)
- Harald Nothaft
- Alberta Glycomics Centre and Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Mädler S, Boeri Erba E, Zenobi R. MALDI-ToF mass spectrometry for studying noncovalent complexes of biomolecules. Top Curr Chem (Cham) 2012; 331:1-36. [PMID: 22371170 DOI: 10.1007/128_2011_311] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) has been demonstrated to be a valuable tool to investigate noncovalent interactions of biomolecules. The direct detection of noncovalent assemblies is often more troublesome than with electrospray ionization. Using dedicated sample preparation techniques and carefully optimized instrumental parameters, a number of biomolecule assemblies were successfully analyzed. For complexes dissociating under MALDI conditions, covalent stabilization with chemical cross-linking is a suitable alternative. Indirect methods allow the detection of noncovalent assemblies by monitoring the fading of binding partners or altered H/D exchange patterns.
Collapse
Affiliation(s)
- Stefanie Mädler
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093, Zurich, Switzerland
| | | | | |
Collapse
|
21
|
Lee M, Lee Y, Kang M, Park H, Seong Y, Sung BJ, Moon B, Oh HB. Disulfide bond cleavage in TEMPO-free radical initiated peptide sequencing mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2011; 46:830-839. [PMID: 21834022 DOI: 10.1002/jms.1955] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The gas-phase free radical initiated peptide sequencing (FRIPS) fragmentation behavior of o-TEMPO-Bz-conjugated peptides with an intra- and intermolecular disulfide bond was investigated using MS(n) tandem mass spectrometry experiments. Investigated peptides included four peptides with an intramolecular cyclic disulfide bond, Bactenecin (RLCRIVVIRVCR), TGF-α (CHSGYVGVRC), MCH (DFDMLRCMLGRVFRPCWQY) and Adrenomedullin (16-31) (CRFGTCTVQKLAHQIY), and two peptides with an intermolecular disulfide bond. Collisional activation of the benzyl radical conjugated peptide cation, which was generated through the release of a TEMPO radical from o-TEMPO-Bz-conjugated peptides upon initial collisional activation, produced a large number of peptide backbone fragments in which the S-S or C-S bond was readily cleaved. The observed peptide backbone fragments included a-, c-, x- or z-types, which indicates that the radical-driven peptide fragmentation mechanism plays an important role in TEMPO-FRIPS mass spectrometry. FRIPS application of the linearly linked disulfide peptides further showed that the S-S or C-S bond was selectively and preferentially cleaved, followed by peptide backbone dissociations. In the FRIPS mass spectra, the loss of •SH or •SSH was also abundantly found. On the basis of these findings, FRIPS fragmentation pathways for peptides with a disulfide bond are proposed. For the cleavage of the S-S bond, the abstraction of a hydrogen atom at C(β) by the benzyl radical is proposed to be the initial radical abstraction/transfer reaction. On the other hand, H-abstraction at C(α) is suggested to lead to C-S bond cleavage, which yields [ion ± S] fragments or the loss of •SH or •SSH.
Collapse
Affiliation(s)
- Minhee Lee
- Department of Chemistry, Sogang University, Seoul 121-742, Korea
| | | | | | | | | | | | | | | |
Collapse
|
22
|
Palumbo AM, Smith SA, Kalcic CL, Dantus M, Stemmer PM, Reid GE. Tandem mass spectrometry strategies for phosphoproteome analysis. MASS SPECTROMETRY REVIEWS 2011; 30:600-25. [PMID: 21294150 DOI: 10.1002/mas.20310] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Protein phosphorylation is involved in nearly all essential biochemical pathways and the deregulation of phosphorylation events has been associated with the onset of numerous diseases. A multitude of tandem mass spectrometry (MS/MS) and multistage MS/MS (i.e., MS(n) ) strategies have been developed in recent years and have been applied toward comprehensive phosphoproteomic analysis, based on the interrogation of proteolytically derived phosphopeptides. However, the utility of each of these MS/MS and MS(n) approaches for phosphopeptide identification and characterization, including phosphorylation site localization, is critically dependant on the properties of the precursor ion (e.g., polarity and charge state), the specific ion activation method that is employed, and the underlying gas-phase ion chemistries, mechanisms and other factors that influence the gas-phase fragmentation behavior of phosphopeptide ions. This review therefore provides an overview of recent studies aimed at developing an improved understanding of these issues, and highlights the advantages and limitations of both established (e.g., CID) and newly maturing (e.g., ECD, ETD, photodissociation, etc.) yet complementary, ion activation techniques. This understanding is expected to facilitate the continued refinement of existing MS/MS strategies, and the development of novel MS/MS techniques for phosphopeptide analysis, with great promise in providing new insights into the role of protein phosphorylation on normal biological function, and in the onset and progression of disease. © 2011 Wiley Periodicals, Inc., Mass Spec Rev 30:600-625, 2011.
Collapse
Affiliation(s)
- Amanda M Palumbo
- Department of Chemistry, Michigan State University, East Lansing, USA
| | | | | | | | | | | |
Collapse
|
23
|
Myung S, Cohen H, Fenyo D, Padovan JC, Krutchinsky AN, Chait BT. High-Capacity Ion Trap Coupled to a Time-of-Flight Mass Spectrometer for Comprehensive Linked Scans with no Scanning Losses. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY 2011; 301:211-219. [PMID: 21516228 PMCID: PMC3079222 DOI: 10.1016/j.ijms.2010.09.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
A high-capacity ion trap coupled to a time-of-flight (TOF) mass spectrometer has been developed to carry out comprehensive linked scan analysis of all stored ions in the ion trap. The approach involves a novel tapered geometry high-capacity ion trap that can store more than 10(6) ions (range 800-4000 m/z) without degrading its performance. Ions are stored and scanned out from the high-capacity ion trap as a function of m/z, collisionally fragmented and analyzed by TOF. Accurate mass analysis is achieved on both the precursor and fragment ions of all species ejected from the ion trap. We demonstrate the approach for comprehensive linked-scan identification of phosphopeptides in mixtures with their corresponding unphosphorylated peptides.
Collapse
|
24
|
Clark DF, Go EP, Toumi ML, Desaire H. Collision induced dissociation products of disulfide-bonded peptides: ions result from the cleavage of more than one bond. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2011; 22:492-8. [PMID: 21472567 PMCID: PMC3543116 DOI: 10.1007/s13361-010-0064-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2010] [Revised: 11/19/2010] [Accepted: 12/16/2010] [Indexed: 05/04/2023]
Abstract
Disulfide bonds are a post-translational modification (PTM) that can be scrambled or shuffled to non-native bonds during recombinant expression, sample handling, or sample purification. Currently, mapping of disulfide bonds is not easy because of various sample requirements and data analysis difficulties. One step towards facilitating this difficult work is developing a better understanding of how disulfide-bonded peptides fragment during collision induced dissociation (CID). Most automated analysis algorithms function based on the assumption that the preponderance of product ions observed during the dissociation of disulfide-bonded peptides result from the cleavage of just one peptide bond, and in this report we tested that assumption by extensively analyzing the product ions generated when several disulfide-bonded peptides are subjected to CID on a quadrupole time of flight (QTOF) instrument. We found that one of the most common types of product ions generated resulted from two peptide bond cleavages, or a double cleavage. We found that for several of the disulfide-bonded peptides analyzed, the number of double cleavage product ions outnumbered those of single cleavages. The influence of charge state and precursor ion size was investigated, to determine if those parameters dictated the amount of double cleavage product ions formed. It was found in this sample set that no strong correlation existed between the charge state or peptide size and the portion of product ions assigned as double cleavages. These data show that these ions could account for many of the product ions detected in CID data of disulfide bonded peptides. We also showed the utility of double cleavage product ions on a peptide with multiple cysteines present. Double cleavage products were able to fully characterize the bonding pattern of each cysteine where typical single b/y cleavage products could not.
Collapse
Affiliation(s)
| | | | | | - Heather Desaire
- To whom correspondence should be addressed. Phone: (785) 864-3015, Fax: 785-864-5396,
| |
Collapse
|
25
|
Gupta K, Kumar M, Balaram P. Disulfide Bond Assignments by Mass Spectrometry of Native Natural Peptides: Cysteine Pairing in Disulfide Bonded Conotoxins. Anal Chem 2010; 82:8313-9. [DOI: 10.1021/ac101867e] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Kallol Gupta
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore-560012, India, and National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore-560065, India
| | - Mukesh Kumar
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore-560012, India, and National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore-560065, India
| | - Padmanabhan Balaram
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore-560012, India, and National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore-560065, India
| |
Collapse
|
26
|
Retinophilin is a light-regulated phosphoprotein required to suppress photoreceptor dark noise in Drosophila. J Neurosci 2010; 30:1238-49. [PMID: 20107052 DOI: 10.1523/jneurosci.4464-09.2010] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Photoreceptor cells achieve high sensitivity, reliably detecting single photons, while limiting the spontaneous activation events responsible for dark noise. We used proteomic, genetic, and electrophysiological approaches to characterize Retinophilin (RTP) (CG10233) in Drosophila photoreceptors and establish its involvement in dark-noise suppression. RTP possesses membrane occupation and recognition nexus (MORN) motifs, a structure shared with mammalian junctophilins and other membrane-associated proteins found within excitable cells. We show the MORN repeats, and both the N- and C-terminal domains, are required for RTP localization in the microvillar light-gathering organelle, the rhabdomere. RTP exists in multiple phosphorylated isoforms under dark conditions and is dephosphorylated by light exposure. An RTP deletion mutant exhibits a high rate of spontaneous membrane depolarization events in dark conditions but retains the normal kinetics of the light response. Photoreceptors lacking neither inactivation nor afterpotential C (NINAC) myosin III, a motor protein/kinase, also display a similar dark-noise phenotype as the RTP deletion. We show that NINAC mutants are depleted for RTP. These results suggest the increase in dark noise in NINAC mutants is attributable to lack of RTP and, furthermore, defines a novel role for NINAC in the rhabdomere. We propose that RTP is a light-regulated phosphoprotein that organizes rhabdomeric components to suppress random activation of the phototransduction cascade and thus increases the signaling fidelity of dark-adapted photoreceptors.
Collapse
|
27
|
Kim HI, Kim H, Shin YS, Beegle LW, Jang SS, Neidholdt EL, Goddard WA, Heath JR, Kanik I, Beauchamp JL. Interfacial reactions of ozone with surfactant protein B in a model lung surfactant system. J Am Chem Soc 2010; 132:2254-63. [PMID: 20121208 PMCID: PMC2830728 DOI: 10.1021/ja908477w] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Oxidative stresses from irritants such as hydrogen peroxide and ozone (O(3)) can cause dysfunction of the pulmonary surfactant (PS) layer in the human lung, resulting in chronic diseases of the respiratory tract. For identification of structural changes of pulmonary surfactant protein B (SP-B) due to the heterogeneous reaction with O(3), field-induced droplet ionization (FIDI) mass spectrometry has been utilized. FIDI is a soft ionization method in which ions are extracted from the surface of microliter-volume droplets. We report structurally specific oxidative changes of SP-B(1-25) (a shortened version of human SP-B) at the air-liquid interface. We also present studies of the interfacial oxidation of SP-B(1-25) in a nonionizable 1-palmitoyl-2-oleoyl-sn-glycerol (POG) surfactant layer as a model PS system, where competitive oxidation of the two components is observed. Our results indicate that the heterogeneous reaction of SP-B(1-25) at the interface is quite different from that in the solution phase. In comparison with the nearly complete homogeneous oxidation of SP-B(1-25), only a subset of the amino acids known to react with ozone are oxidized by direct ozonolysis in the hydrophobic interfacial environment, both with and without the lipid surfactant layer. Combining these experimental observations with the results of molecular dynamics simulations provides an improved understanding of the interfacial structure and chemistry of a model lung surfactant system subjected to oxidative stress.
Collapse
Affiliation(s)
- Hugh I. Kim
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109
| | - Hyungjun Kim
- Materials and Process Simulation Center, Beckman Institute, California Institute of Technology, Pasadena, CA 91125
| | - Young Shik Shin
- Noyes Laboratory of Chemical Physics, California Institute of Technology, Pasadena, CA 91125
| | - Luther W. Beegle
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109
| | - Seung Soon Jang
- School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, GA 30332-0245
| | - Evan L. Neidholdt
- Noyes Laboratory of Chemical Physics, California Institute of Technology, Pasadena, CA 91125
| | - William A. Goddard
- Materials and Process Simulation Center, Beckman Institute, California Institute of Technology, Pasadena, CA 91125
| | - James R. Heath
- Noyes Laboratory of Chemical Physics, California Institute of Technology, Pasadena, CA 91125
| | - Isik Kanik
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109
| | - J. L. Beauchamp
- Noyes Laboratory of Chemical Physics, California Institute of Technology, Pasadena, CA 91125
| |
Collapse
|
28
|
Gilley C, MacDonald M, Nachon F, Schopfer LM, Zhang J, Cashman JR, Lockridge O. Nerve agent analogues that produce authentic soman, sarin, tabun, and cyclohexyl methylphosphonate-modified human butyrylcholinesterase. Chem Res Toxicol 2010; 22:1680-8. [PMID: 19715348 DOI: 10.1021/tx900090m] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The goal was to test 14 nerve agent model compounds of soman, sarin, tabun, and cyclohexyl methylphosphonofluoridate (GF) for their suitability as substitutes for true nerve agents. We wanted to know whether the model compounds would form the identical covalent adduct with human butyrylcholinesterase that is produced by reaction with true nerve agents. Nerve agent model compounds containing thiocholine or thiomethyl in place of fluorine or cyanide were synthesized as Sp and Rp stereoisomers. Purified human butyrylcholinesterase was treated with a 45-fold molar excess of nerve agent analogue at pH 7.4 for 17 h at 21 degrees C. The protein was denatured by boiling and was digested with trypsin. Aged and nonaged active site peptide adducts were quantified by matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry of the tryptic digest mixture. The active site peptides were isolated by HPLC and analyzed by MALDI-TOF-TOF mass spectrometry. Serine 198 of butyrylcholinesterase was covalently modified by all 14 compounds. Thiocholine was the leaving group in all compounds that had thiocholine in place of fluorine or cyanide. Thiomethyl was the leaving group in the GF thiomethyl compounds. However, sarin thiomethyl compounds released either thiomethyl or isopropyl, while soman thiomethyl compounds released either thiomethyl or pinacolyl. Thiocholine compounds reacted more rapidly with butyrylcholinesterase than thiomethyl compounds. Labeling with the model compounds resulted in aged adducts that had lost the O-alkyl group (O-ethyl for tabun, O-cyclohexyl for GF, isopropyl for sarin, and pinacolyl for soman) in addition to the thiocholine or thiomethyl group. The nerve agent model compounds containing thiocholine and the GF thiomethyl analogue were found to be suitable substitutes for true soman, sarin, tabun, and GF in terms of the adduct that they produced with human butyrylcholinesterase. However, the soman and sarin thiomethyl compounds yielded two types of adducts, one of which was thiomethyl phosphonate, a modification not found after treatment with authentic soman and sarin.
Collapse
Affiliation(s)
- Cynthia Gilley
- Human BioMolecular Research Institute, San Diego, California 92121, USA
| | | | | | | | | | | | | |
Collapse
|
29
|
Park S, Ahn WK, Lee S, Han SY, Rhee BK, Oh HB. Ultraviolet photodissociation at 266 nm of phosphorylated peptide cations. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2009; 23:3609-3620. [PMID: 19890956 DOI: 10.1002/rcm.4184] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Ultraviolet (UV) photodissociation (PD) experiments using 266 nm light were performed for a series of phosphopeptide cations in a Fourier transform mass spectrometer. The objective of the experiments was to determine whether 266 nm UV irradiation on the phosphopeptide cations would induce unique peptide backbone dissociation. In addition, the general behavior of the phosphate loss (-80 or -98 Da) was monitored, particularly for those phosphopeptides with a phosphotyrosine residue that itself is a UV chromophore. For phosphopeptides with a UV chromophore, their photodissociation behavior was very similar to that of low-energy sustained off-resonance irradiation collisionally activated dissociation (SORI-CAD), with a few exceptions. For example, b- and y-type peptide backbone fragments were prevalent, and their dephosphorylation behavior was consistent with that of the SORI-CAD results. For phosphoserine peptides, the loss of a phosphate group was always observed. On the other hand, for phosphotyrosine peptides, the phosphate loss was found to be dependent on the presence of a basic amino group in the sequence and the charge state of the precursor ions, in agreement with the CAD results in the literature. However, hydrogen atom loss or aromatic side chain loss, which is known to be the excited state specific fragmentation pathway, was rarely observed in our 266 nm UV PD experiments, in contrast to the previous UV PD literature (particularly at 220 nm). The mechanism for these observations is described in terms of dominant internal conversion followed by intramolecular vibrational energy redistribution (IVR).
Collapse
Affiliation(s)
- Soojin Park
- Department of Chemistry and Interdisciplinary Program of Integrated Biotechnology, Sogang University, Seoul 121-742, Republic of Korea
| | | | | | | | | | | |
Collapse
|
30
|
Boersema PJ, Mohammed S, Heck AJR. Phosphopeptide fragmentation and analysis by mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2009; 44:861-878. [PMID: 19504542 DOI: 10.1002/jms.1599] [Citation(s) in RCA: 284] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Reversible phosphorylation is a key event in many biological processes and is therefore a much studied phenomenon. The mass spectrometric (MS) analysis of phosphorylation is challenged by the substoichiometric levels of phosphorylation and the lability of the phosphate group in collision-induced dissociation (CID). Here, we review the fragmentation behaviour of phosphorylated peptides in MS and discuss several MS approaches that have been developed to improve and facilitate the analysis of phosphorylated peptides. CID of phosphopeptides typically results in spectra dominated by a neutral loss of the phosphate group. Several proposed mechanisms for this neutral loss and several factors affecting the extent at which this occurs are discussed. Approaches are described to interpret such neutral loss-dominated spectra to identify the phosphopeptide and localize the phosphorylation site. Methods using additional activation, such as MS(3) and multistage activation (MSA), have been designed to generate more sequence-informative fragments from the ion produced by the neutral loss. The characteristics and benefits of these methods are reviewed together with approaches using phosphopeptide derivatization or specific MS scan modes. Additionally, electron-driven dissociation methods by electron capture dissociation (ECD) or electron transfer dissociation (ETD) and their application in phosphopeptide analysis are evaluated. Finally, these techniques are put into perspective for their use in large-scale phosphoproteomics studies.
Collapse
Affiliation(s)
- Paul J Boersema
- Biomolecular Mass Spectrometry and Proteomics Group, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | | | | |
Collapse
|
31
|
Srikanth R, Wilson J, Vachet RW. Correct identification of oxidized histidine residues using electron-transfer dissociation. JOURNAL OF MASS SPECTROMETRY : JMS 2009; 44:755-62. [PMID: 19160434 PMCID: PMC2737336 DOI: 10.1002/jms.1552] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Oxidative modification to the side chain of histidine can noticeably change the collision-induced dissociation (CID) pathways of peptides containing this oxidized residue. In cases where an oxidized peptide consists two or more isomers differing only in the site of modification, oxidation to histidine usually causes the other oxidized sites to be mis-assigned in CID spectra. These spectral misassignments can sometimes be avoided by using multiple stages of MS/MS (MS(n)) or via specially optimized liquid chromatographic separation conditions. In this manuscript, we demonstrate that these misassignments can be more readily and easily avoided by using electron-transfer dissociation (ETD) to dissociate the oxidized peptides. Furthermore, we find that the relative insensitivity of ETD to side-chain chemistry allows the extent of oxidative modification to be determined readily for peptide isomers having more than one site of oxidation. The current results along with previous studies of oxidized peptides suggest that ETD is probably a better technique than CID for obtaining correct sequence and modification information for oxidized peptides.
Collapse
Affiliation(s)
- Rapole Srikanth
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | | | | |
Collapse
|
32
|
Fu J, Jiang J, Li J, Wang S, Shi G, Feng Q, White E, Qin J, Wong J. Deleted in breast cancer 1, a novel androgen receptor (AR) coactivator that promotes AR DNA-binding activity. J Biol Chem 2009; 284:6832-40. [PMID: 19126541 PMCID: PMC2652261 DOI: 10.1074/jbc.m808988200] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2008] [Revised: 12/29/2008] [Indexed: 01/13/2023] Open
Abstract
Androgen receptor (AR) plays a critical role in development and maintenance of male reproductive functions and the etiology of prostate cancer. As a ligand-regulated transcription factor, identification and characterization of AR coregulators are essential for understanding the molecular mechanisms underlying its diverse biological functions. Here we reported the identification of a novel AR coactivator, deleted in breast cancer 1 (DBC1), through a biochemical approach. DBC1 interacts with AR in a ligand-stimulated manner and facilitates AR transcriptional activation in transfected cells as well as in Xenopus oocytes. In in vitro gel shift experiments, recombinant DBC1 drastically enhanced AR DNA-binding activity. Expression of DBC1 also enhanced the binding of AR to chromatinized template in vivo, whereas knockdown of DBC1 impaired the binding of AR to endogenous prostate-specific antigen (PSA) gene in the prostate cancer cell line LNCaP. Thus, our data identify DBC1 as a novel AR coactivator.
Collapse
Affiliation(s)
- Junjiang Fu
- The Institute of Biomedical Sciences, College of Life Sciences, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| | | | | | | | | | | | | | | | | |
Collapse
|
33
|
Yea C, Ayers M, Tellier R. Characterization of HCV quasispecies in the hypervariable region 1 (HVR1) by in vitro translation and mass spectrometry. Methods Mol Biol 2009; 510:73-81. [PMID: 19009254 DOI: 10.1007/978-1-59745-394-3_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
HCV infection provides a classic example of the phenomenon of quasispecies. Because several lines of investigation support the contribution of quasispecies to HCV's capacity to maintain a persistent infection, adequate characterization of the quasispecies is important. The hypervariable region 1 (HVR1) of the E2 glycoprotein has been particularly well studied in this regard. We present here a rapid method for characterizing the HVR1 quasispecies, based on in vitro coupled transcription/translation of the amplicons, followed by mass spectrometry of the resulting peptide mix.
Collapse
Affiliation(s)
- Carmen Yea
- Hospital for Sick Children, Toronto, Ontario, Canada
| | | | | |
Collapse
|
34
|
Kim HI, Beauchamp JL. Mapping disulfide bonds in insulin with the Route 66 Method: selective cleavage of S-C bonds using alkali and alkaline earth metal enolate complexes. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:157-166. [PMID: 18990587 DOI: 10.1016/j.jasms.2008.10.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2008] [Revised: 10/01/2008] [Accepted: 10/03/2008] [Indexed: 05/27/2023]
Abstract
Simple and fast identification of disulfide linkages in insulin is demonstrated with a peptic digest using the Route 66 method. This is accomplished by collisional activation of singly and doubly charged cationic Na(+) and Ca(2+) complexes generated using electrospray ionization mass spectrometry (ESI-MS). Collisional activation of doubly charged metal complexes of peptides with intermolecular disulfide linkages yields two sets of singly charged paired products separated by 66 mass units resulting from selective SC bond cleavages. Highly selective elimination of 66 mass units, which corresponds to the molecular weight of hydrogen disulfide (H(2)S(2)), is observed from singly charged metal complexes of peptides with disulfide linkages. The mechanism proposed for these processes is initiated by formation of a metal-stabilized enolate at Cys, followed by cleavage of the S-C bond. Further activation of the products yields sequence information that facilitates locating the position of the disulfide linkages in the peptic digest fragments. For example, the doubly charged Ca(2+) complex of the peptic digest product GIVEQCCASVCSL/FVNQHLCGSHL yields paired products separated by 66 mass units resulting from selective SC bond cleavages at an intermolecular disulfide linkage under low-energy collision-induced dissociation. Further activation of the product comprising the A chain reveals the presence of a second disulfide bridge, an intramolecular linkage. Experimental and theoretical studies of the disulfide linked model peptides provide mechanistic details for the selective cleavage of the S-C bond.
Collapse
Affiliation(s)
- Hugh I Kim
- Noyes Laboratory of Chemical Physics, California Institute of Technology, Pasadena, California, USA.
| | | |
Collapse
|
35
|
Palumbo AM, Reid GE. Evaluation of Gas-Phase Rearrangement and Competing Fragmentation Reactions on Protein Phosphorylation Site Assignment Using Collision Induced Dissociation-MS/MS and MS3. Anal Chem 2008; 80:9735-47. [DOI: 10.1021/ac801768s] [Citation(s) in RCA: 137] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Amanda M. Palumbo
- Department of Chemistry and Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan 48824
| | - Gavin E. Reid
- Department of Chemistry and Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan 48824
| |
Collapse
|
36
|
Jiang H, Li M, Moy MA, Gong B, Wood TD. Preliminary mechanistic information on disulfide-bond formation and the role of hydrogen bonds by nanoelectrospray mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2008; 43:664-673. [PMID: 18172858 DOI: 10.1002/jms.1366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
The formation of disulfide-bonds is vital for the proper folding of most secreted proteins and the stabilization of the final protein structure, including many of medical importance. The determination of disulfide-bonds is an important aspect of gaining a comprehensive understanding of the chemical structure of a protein. A long-term goal of ours is to examine the mechanism of disulfide-bond formation in aqueous solution and the potential role hydrogen bonds play in this process. Here, we report preliminary results from a method that utilizes the oxidizing power of iodine to generate disulfide bonds from synthesized model compounds, which is followed by nanoelectrospray ionization (nanoESI)- mass spectrometry (MS). By continuously monitoring the reaction mixture during disulfide formation, this nanoESI approach provides insight on the sequence of intermediate species formed, and how hydrogen-bonding donor/acceptor pairs may promote disulfide bond formation.
Collapse
Affiliation(s)
- Honghai Jiang
- Department of Chemistry, University at Buffalo, The State University of New York, Buffalo, NY 14260, USA
| | | | | | | | | |
Collapse
|
37
|
Froelich JM, Reid GE. The origin and control of ex vivo oxidative peptide modifications prior to mass spectrometry analysis. Proteomics 2008; 8:1334-45. [PMID: 18306178 DOI: 10.1002/pmic.200700792] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The origin and control of ex vivo sample handling related oxidative modifications of methionine-, S-alkyl cysteine-, and tryptophan-containing peptides obtained from typical "in-solution" or "in-gel" proteolytic digestion strategies, have been examined by capillary HPLC and MS/MS. The origin of increased oxidation levels were found to be predominantly associated with the extensive ex vivo sample handling steps required for gel electrophoresis and/or in-gel proteolytic digestion of proteins prior to analysis by MS. Conditions for deliberately controlling the oxidation state (both oxidation and reduction) of these peptides, as well as for those containing cysteine, have been evaluated using a series of model synthetic peptides and standard tryptic protein digests. Essentially complete oxidation of methionine- and S-alkyl cysteine-containing peptides was achieved by reaction with 30% hydrogen peroxide/5% acetic acid at room temperature for 30 min. Under these conditions, cysteine was also converted to cysteic acid, while only limited oxidation of tryptophan to oxindolylalanine, and methionine and S-alkyl cysteine sulfoxides to their respective sulfones, were observed. Efficient reduction of methionine- and S-alkyl cysteine sulfoxide-containing peptides was achieved by reaction in 1 M dimethylsulfide/10 M hydrochloric acid at room temperature for 10 and 45 min, respectively. None of the reduction conditions evaluated were found to result in the reduction of oxindolylalanine, cysteic acid, or methionine sulfone.
Collapse
Affiliation(s)
- Jennifer M Froelich
- Department of Chemistry, Michigan State University, East Lansing, MI 48824, USA
| | | |
Collapse
|
38
|
Jalili PR, Ball HL. Novel reversible biotinylated probe for the selective enrichment of phosphorylated peptides from complex mixtures. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2008; 19:741-750. [PMID: 18359247 DOI: 10.1016/j.jasms.2008.02.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2007] [Revised: 02/06/2008] [Accepted: 02/18/2008] [Indexed: 05/26/2023]
Abstract
To improve the detection of phosphorylated peptides/proteins, we developed a novel protocol that involves the chemical derivatization of phosphate groups with a chemically engineered biotinylated-tag (biotin-tag), possessing three functional domains; a biotin group for binding to avidin, a base-labile 4-carboxy fluorenyl methoxycarbonyl (4-carboxy Fmoc) group, and a nucleophilic sulfhydryl moiety on the side-chain of cysteine. Using this approach, the derivatized, enzymatically digested peptides were selectively separated from unrelated sequences and impurities on immobilized avidin. Unlike previously published phosphopeptide enrichment procedures, this approach upon treatment with mild base liberates a covalently bound Gly-Cys analog of the peptide(s) of interest, exhibiting improved RP-HPLC retention and MS ionization properties compared with the precursor phosphopeptide sequence. The results obtained for a model peptide Akt-1 and two protein digests, demonstrated that the method is highly specific and allows selective enrichment of phosphorylated peptides at low concentrations of fmol/microL.
Collapse
Affiliation(s)
- Pegah R Jalili
- Protein Chemistry Technology Center, University of Texas, Southwestern Medical Center, Dallas, Texas 75390-8816, USA
| | | |
Collapse
|
39
|
Jagannadham MV, Nagaraj R. Detecting the site of phosphorylation in phosphopeptides without loss of phosphate group using MALDI TOF mass spectrometry. ANALYTICAL CHEMISTRY INSIGHTS 2008; 3:21-9. [PMID: 19609387 PMCID: PMC2701175 DOI: 10.4137/aci.s497] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Phosphopeptides with one and four phosphate groups were characterized by MALDI mass spectrometry. The molecular ion of monophosphopeptide could be detected both as positive and negative ions by MALDI TOF with delayed extraction (DE) and in the reflector mode. The tetraphospho peptide could be detected in linear mode. When MS/MS spectra of the monophospho peptides were obtained in a MALDI TOF TOF instrument by CID, b and y ions with the intact phosphate group were observed, in addition the b and y ions without the phosphate group. Our study indicates that it is possible to detect phosphorylated peptides with out the loss of phosphate group by MALDI TOF as well as MALDI TOF TOF instruments with delayed extraction and in the reflector mode.
Collapse
|
40
|
Gafken PR, Doneanu CE, Bennett SE, Barofsky DF. Comparison of ESI-MS interfaces for the analysis of UV-crosslinked peptide-nucleic acid complexes. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 860:145-52. [PMID: 18042442 DOI: 10.1016/j.jchromb.2007.09.029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2007] [Revised: 06/27/2007] [Accepted: 09/05/2007] [Indexed: 10/22/2022]
Abstract
In this report, the effectiveness of high performance liquid chromatography (HPLC) in conjunction with electrospray ionization mass spectrometry (ESI-MS) is examined as a tool for identifying the sites of crosslinking in a protein that has been photoreacted with a non-photolabeled oligonucleotide. ESI-MS and MALDI-MS analyses preceded by off-line microflow and nanoflow HPLC, on-line microflow HPLC/ESI, and on-line nanoflow HPLC/ESI interfaces were performed in order to determine their relative effectiveness in separating mixtures of nucleopeptides and identifying sites of crosslinking on the individual components. The characteristics of these four techniques as well as possibilities for improving the analysis of nucleopeptides by ESI-MS are compared and discussed.
Collapse
Affiliation(s)
- Philip R Gafken
- Proteomics Facility, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, United States
| | | | | | | |
Collapse
|
41
|
Hardouin J. Protein sequence information by matrix-assisted laser desorption/ionization in-source decay mass spectrometry. MASS SPECTROMETRY REVIEWS 2007; 26:672-82. [PMID: 17492750 DOI: 10.1002/mas.20142] [Citation(s) in RCA: 109] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Proteins from biological samples are often identified by mass spectrometry (MS) with the two following "bottom-up" approaches: peptide mass fingerprinting or peptide sequence tag. Nevertheless, these strategies are time-consuming (digestion, liquid chromatography step, desalting step), the N- (or C-) terminal information often lacks and post-translational modifications (PTMs) are hardly observed. The in-source decay (ISD) occurring in a matrix assisted laser desorption/ionization (MALDI) source appears an interesting analytical tool to obtain N-terminal sequence, to identify proteins and to characterize PTMs by a "top-down" strategy. The goal of this review deals with the usefulness of the ISD technique in MALDI source in proteomics fields. In the first part, the ISD principle is explained and in the second part, the use of ISD in proteomic studies is discussed for protein identification and sequence characterization.
Collapse
Affiliation(s)
- Julie Hardouin
- Laboratoire de Biochimie des Protéines et Protéomique, Université Paris XIII, UMR CNRS 7033, 74 rue Marcel Cachin, 93 017, Bobigny Cedex, France.
| |
Collapse
|
42
|
Srikanth R, Wilson J, Bridgewater JD, Numbers JR, Lim J, Olbris MR, Kettani A, Vachet RW. Improved sequencing of oxidized cysteine and methionine containing peptides using electron transfer dissociation. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2007; 18:1499-506. [PMID: 17583533 DOI: 10.1016/j.jasms.2007.05.011] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2007] [Revised: 05/14/2007] [Accepted: 05/14/2007] [Indexed: 05/15/2023]
Abstract
Oxidative modifications to the side chains of sulfur-containing amino acids often limit the number of product ions formed during collision-induced dissociation (CID) and thus make it difficult to obtain sequence information for oxidized peptides. In this work, we demonstrate that electron-transfer dissociation (ETD) can be used to improve the sequence information obtained from peptides with oxidized cysteine and methionine residues. In contrast to CID, ETD is found to be much less sensitive to the side-chain chemistry, enabling extensive sequence information to be obtained in cases where CID fails to provide this information. These results indicate that ETD is a valuable technique for studying oxidatively modified peptides and proteins. In addition, we report a unique and very abundant product ion that is formed in the CID spectra of peptides having N-terminal cysteine sulfinic acid residues. The mechanism for this unique dissociation pathway involves a six-membered cyclic intermediate and leads to the facile loss of NH(3) and SO(2), which corresponds to a mass loss of 81 Da. While the facile nature of this dissociation pathway limits the sequence information present in CID spectra of peptides with N-terminal cysteine sulfinic acid residues, extensive sequence information for these peptides can be obtained with ETD.
Collapse
Affiliation(s)
- R Srikanth
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | | | | | | | | | | | | | | |
Collapse
|
43
|
Jalili PR, Sharma D, Ball HL. Enhancement of ionization efficiency and selective enrichment of phosphorylated peptides from complex protein mixtures using a reversible poly-histidine tag. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2007; 18:1007-17. [PMID: 17383192 DOI: 10.1016/j.jasms.2007.02.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2006] [Revised: 01/24/2007] [Accepted: 02/14/2007] [Indexed: 05/14/2023]
Abstract
To improve the detection of phosphorylated peptides/proteins, a combination of optimized MS-based strategies were used involving chemical derivatization with a polyhistidine-tag (His-tag) and affinity enrichment of the resulting His-tag peptides on a nanoscale Ni(2+)-IMAC column. The phosphoserine and phosphothreonine peptides were derivatized using a one-pot beta-elimination/Michael addition reaction with a reversible His-tag possessing a thiol-containing Cys residue. The His-tag peptides were enriched selectively by Ni(2+)-IMAC and released using either imidazole or cleavage with Factor Xa. This novel capture and enzyme-mediated release provided an additional element of selectivity and yielded phosphopeptide-specific modifications with enhanced MS ionization characteristics. The eluted peptides were mapped using MALDI-TOF MS and QTRAP ESI-MS/MS techniques. The results obtained for a model peptide and two tryptic protein digests show that the method is highly specific and allows selective enrichment of phosphorylated peptides at low concentrations of femtomoles per microliter.
Collapse
Affiliation(s)
- Pegah R Jalili
- Protein Chemistry Technology Center, University of Texas, Southwestern Medical Center, Dallas, Texas 75390-8816, USA
| | | | | |
Collapse
|
44
|
Blethrow JD, Tang C, Deng C, Krutchinsky AN. Modular mass spectrometric tool for analysis of composition and phosphorylation of protein complexes. PLoS One 2007; 2:e358. [PMID: 17406682 PMCID: PMC1832223 DOI: 10.1371/journal.pone.0000358] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2007] [Accepted: 03/18/2007] [Indexed: 11/18/2022] Open
Abstract
The combination of high accuracy, sensitivity and speed of single and multiple-stage mass spectrometric analyses enables the collection of comprehensive sets of data containing detailed information about complex biological samples. To achieve these properties, we combined two high-performance matrix-assisted laser desorption ionization mass analyzers in one modular mass spectrometric tool, and applied this tool for dissecting the composition and post-translational modifications of protein complexes. As an example of this approach, we here present studies of the Saccharomyces cerevisiae anaphase-promoting complexes (APC) and elucidation of phosphorylation sites on its components. In general, the modular concept we describe could be useful for assembling mass spectrometers operating with both matrix-assisted laser desorption ionization (MALDI) and electrospray ionization (ESI) ion sources into powerful mass spectrometric tools for the comprehensive analysis of complex biological samples.
Collapse
Affiliation(s)
- Justin D. Blethrow
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California, United States of America
| | - Chao Tang
- XProteo Inc, New York, New York, United States of America
| | - Changhui Deng
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California, United States of America
| | - Andrew N. Krutchinsky
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California, United States of America
| |
Collapse
|
45
|
D'Ambrosio C, Salzano AM, Arena S, Renzone G, Scaloni A. Analytical methodologies for the detection and structural characterization of phosphorylated proteins. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 849:163-80. [PMID: 16891166 DOI: 10.1016/j.jchromb.2006.06.033] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2006] [Accepted: 06/28/2006] [Indexed: 01/12/2023]
Abstract
Phosphorylation of proteins is a frequent post-translational modification affecting a great number of fundamental cellular functions in living organisms. Because of its key role in many biological processes, much effort has been spent over the time on the development of analytical methodologies for characterizing phosphoproteins. In the past decade, mass spectrometry-based techniques have emerged as a viable alternative to more traditional methods of phosphorylation analysis, providing accurate information for a purified protein on the number of the occurring phosphate groups and their exact localization on the polypeptide sequence. This review summarizes the analytical methodologies currently available for the analysis of protein phosphorylation, emphasizing novel mass spectrometry (MS) technologies and dedicated biochemical procedures that have been recently introduced in this field. A formidable armamentarium is now available for selective enrichment, exaustive structural characterization and quantitative determination of the modification degree for phosphopeptides/phosphoproteins. These methodologies are now successfully applied to the global analysis of cellular proteome repertoire according a holistic approach, allowing the quantitative study of phosphoproteomes on a dynamic time-course basis. The enormous complexity of the protein phosphorylation pattern inside the cell and its dynamic modification will grant important challenges to future scientists, contributing significantly to deeper insights into cellular processes and cell regulation.
Collapse
Affiliation(s)
- Chiara D'Ambrosio
- Proteomics & Mass Spectrometry Laboratory, ISPAAM, National Research Council, via Argine 1085, 80147 Naples, Italy
| | | | | | | | | |
Collapse
|
46
|
Mihalca R, van der Burgt YEM, Heck AJR, Heeren RMA. Disulfide bond cleavages observed in SORI-CID of three nonapeptides complexed with divalent transition-metal cations. JOURNAL OF MASS SPECTROMETRY : JMS 2007; 42:450-8. [PMID: 17295413 DOI: 10.1002/jms.1175] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Tandem MS sequencing of peptides that contain a disulfide bond is often hampered when using a slow heating technique. We show that complexation of a transition-metal ion with a disulfide-bridge-containing nonapeptide yields very rich tandem mass spectra, including fragments that involve the cleavage of the disulfide bond up to 56% of the total product ion intensity. On the contrary, MS/MS of the corresponding protonated nonapeptides results predominantly in fragments from the region that is not involved in the disulfide bond. Eleven different combinations of three nonapeptides and three metal ions were measured using Fourier transform ion cyclotron resonance mass spectrometry (FTICR-MS) combined with sustained off-resonance irradiation collision induced dissociation (SORI-CID). All observed fragments are discussed with respect to four different types of product ions: neutral losses, b/y-fragmentation with and without the disulfide bond cleavage, and losses of internal amino acids without rupture of the disulfide bridge. Furthermore, it is shown that the observed complementary fragment pairs obtained from peptide-metal complexes can be used to determine the region of the binding site of the metal ion. This approach offers an efficient way to cleave disulfide-bridged structures using low energy MS/MS, which leads to increased sequence coverage and more confidence in peptide or protein assignments.
Collapse
Affiliation(s)
- Romulus Mihalca
- FOM Institute for Atomic and Molecular Physics (AMOLF), Kruislaan 407, 1098 SJ Amsterdam, The Netherlands
| | | | | | | |
Collapse
|
47
|
Bridgewater JD, Srikanth R, Lim J, Vachet RW. The effect of histidine oxidation on the dissociation patterns of peptide ions. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2007; 18:553-62. [PMID: 17157528 PMCID: PMC1839887 DOI: 10.1016/j.jasms.2006.11.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2006] [Revised: 10/31/2006] [Accepted: 11/01/2006] [Indexed: 05/12/2023]
Abstract
Oxidative modifications to amino acid side chains can change the dissociation pathways of peptide ions, although these variations are most commonly observed when cysteine and methionine residues are oxidized. In this work we describe the very noticeable effect that oxidation of histidine residues can have on the dissociation patterns of peptide ions containing this residue. A common product ion spectral feature of doubly charged tryptic peptides is enhanced cleavage at the C-terminal side of histidine residues. This preferential cleavage arises as a result of the unique acid/base character of the imidazole side chain that initiates cleavage of a proximal peptide bond for ions in which the number of protons does not exceed the number of basic residues. We demonstrate here that this enhanced cleavage is eliminated when histidine is oxidized to 2-oxo-histidine because the proton affinity and nucleophilicity of the imidazole side chain are lowered. Furthermore, we find that oxidation of histidine to 2-oxo-histidine can cause the misassignment of oxidized residues when more than one oxidized isomer is simultaneously subjected to tandem mass spectrometry (MS/MS). These spectral misinterpretations can usually be avoided by using multiple stages of MS/MS (MS(n)) or by specially optimized liquid chromatographic separation conditions. When these approaches are not accessible or do not work, N-terminal derivatization with sulfobenzoic acid avoids the problem of mistakenly assigning oxidized residues.
Collapse
Affiliation(s)
| | | | | | - Richard W. Vachet
- *Corresponding author: Department of Chemistry, Lederle GRT 701, 710 N. Pleasant St., University of Massachusetts, Amherst, MA 01003, , Phone: 413-545-2733, Fax: 413-545-4490
| |
Collapse
|
48
|
Yu H, Murata K, Hedrick JL, T Almaraz R, Xiang F, Franz AH. The disulfide bond pattern of salmon egg lectin 24K from the Chinook salmon Oncorhynchus tshawytscha. Arch Biochem Biophys 2007; 463:1-11. [PMID: 17376399 DOI: 10.1016/j.abb.2007.02.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2007] [Revised: 01/31/2007] [Accepted: 02/01/2007] [Indexed: 11/22/2022]
Abstract
The disulfide bonds in the galactose-specific lectin SEL 24K from the egg of the Chinook salmon Oncorhynchus tshawytscha were determined by mass spectrometry. Four predictive in silico tools were used to determine the oxidation state of cysteines in the sequence and possible location of the disulfide bonds. A combination of tryptic digestion, HPLC separation, and chemical modifications were used to establish the location of seven disulfide bonds and one pair of free cysteines. After proteolysis, peptides containing one or two disulfide bonds were identified by reduction and mass spectral comparison. MALDI mass spectrometry was supported by chemical modification (iodoacetamide) and in silico digestion. The assignments of disulfide bonds were further confirmed by mass spectral fragmentation studies including in-source dissociation (ISD) and collision-induced dissociation (CID). The experimentally determined disulfide bonds and free Cys residues were only partially consistent with those generated by several automated public-domain algorithms.
Collapse
Affiliation(s)
- Haiqiang Yu
- Department of Chemistry, University of the Pacific, 3601 Pacific Avenue, Stockton, CA 95211, USA
| | | | | | | | | | | |
Collapse
|
49
|
Qiu X, Cui M, Li H, Liu Z, Liu S. Prompt disulfide fragmentations of disulfide-containing proteins in a matrix-assisted laser desorption/ionization source. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2007; 21:3520-3525. [PMID: 17922484 DOI: 10.1002/rcm.3230] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
|
50
|
Krutchinsky AN, Cohen H, Chait BT. A novel high-capacity ion trap-quadrupole tandem mass spectrometer. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY 2007; 268:93-105. [PMID: 18347735 PMCID: PMC2268102 DOI: 10.1016/j.ijms.2007.06.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
We describe a prototype tandem mass spectrometer that is designed to increase the efficiency of linked-scan analyses by >100-fold over conventional linked-scan instruments. The key element of the mass spectrometer is a novel high ion capacity ion trap, combined in tandem configuration with a quadrupole collision cell and a quadrupole mass analyzer (i.e. a TrapqQ configuration). This ion trap can store >10(6) ions without significant degradation of its performance. The current mass resolution of the trap is 100-450 full width at half maximum for ions in the range 800-4000 m/z, yielding a 10-20 m/z selection window for ions ejected at any given time into the collision cell. The sensitivity of the mass spectrometer for detecting peptides is in the low femtomole range. We can envisage relatively straightforward modifications to the instrument that should improve both its resolution and sensitivity. We tested the tandem mass spectrometer for collecting precursor ion spectra of all the ions stored in the trap and demonstrated that we can selectively detect a phosphopeptide in a mixture of non-phosphorylated peptides. Based on this prototype instrument, we plan to construct a fully functional model of the mass spectrometer for detecting modification sites on proteins and profiling their abundances with high speed and sensitivity.
Collapse
Affiliation(s)
- Andrew N Krutchinsky
- Department of Pharmaceutical Chemistry, UCSF, MC 2280, Mission Bay, GH, Room S512F, 600 16th Street, San Francisco, CA 94158-2517, USA
| | | | | |
Collapse
|