1
|
Pandey D, Ghosh D. Proteomics-based host-specific biomarkers for tuberculosis: The future of TB diagnosis. J Proteomics 2024; 305:105245. [PMID: 38942234 DOI: 10.1016/j.jprot.2024.105245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 06/23/2024] [Accepted: 06/25/2024] [Indexed: 06/30/2024]
Abstract
Tuberculosis (TB) is an infectious disease that remains one of the major global public health concerns. Early detection of Active Pulmonary TB is therefore of utmost importance for controlling lethality and disease spreading. Currently available TB diagnostics can be broadly categorized into microscopy, culture-based, and molecular approaches, all of which come with compromised sensitivity, limited efficacy, and high expenses. Hence, rapid, sensitive, and affordable diagnostic methods for TB is the current prerequisite for disease management. This review summarizes the proteomics investigations for host-specific biomarkers from serum, sputum, saliva, and urine samples of TB patients, along with patients having comorbidity. Thorough data mining from available literature led us to conclude that the host-specific proteins involved in immunity and defense, metabolic regulation, cellular adhesion, and motility, inflammatory responses, and tissue remodelling have shown significant deregulation upon Mycobacterium tuberculosis (Mtb) infection. Notably, the immunoregulatory protein orosomucoid (ORM) was up-regulated in active TB compared to non-TB individuals, as observed in multiple studies from diverse sample types. Mannose receptor C type 2 (MRC2) was identified as an upregulated, treatment response biomarker in two independent serum proteomics investigations. Thorough mechanistic investigation on these candidate proteins would be fascinating to dig into potential drug targets and customized therapeutics for TB patients, along with their diagnostic potentials.
Collapse
Affiliation(s)
- Divya Pandey
- Department of Pharmaceutical Sciences, School of Health Sciences and Technology, UPES, Dehradun 248007, Uttarakhand, India
| | - Dipanjana Ghosh
- School of Biomolecular Engineering & Biotechnology, Rajiv Gandhi Technological University, Airport Bypass Road, Bhopal 462033, India.
| |
Collapse
|
2
|
Nazli A, Qiu J, Tang Z, He Y. Recent Advances and Techniques for Identifying Novel Antibacterial Targets. Curr Med Chem 2024; 31:464-501. [PMID: 36734893 DOI: 10.2174/0929867330666230123143458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 10/30/2022] [Accepted: 11/11/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND With the emergence of drug-resistant bacteria, the development of new antibiotics is urgently required. Target-based drug discovery is the most frequently employed approach for the drug development process. However, traditional drug target identification techniques are costly and time-consuming. As research continues, innovative approaches for antibacterial target identification have been developed which enabled us to discover drug targets more easily and quickly. METHODS In this review, methods for finding drug targets from omics databases have been discussed in detail including principles, procedures, advantages, and potential limitations. The role of phage-driven and bacterial cytological profiling approaches is also discussed. Moreover, current article demonstrates the advancements being made in the establishment of computational tools, machine learning algorithms, and databases for antibacterial target identification. RESULTS Bacterial drug targets successfully identified by employing these aforementioned techniques are described as well. CONCLUSION The goal of this review is to attract the interest of synthetic chemists, biologists, and computational researchers to discuss and improve these methods for easier and quicker development of new drugs.
Collapse
Affiliation(s)
- Adila Nazli
- Chongqing Key Laboratory of Natural Product Synthesis and Drug Research, School of Pharmaceutical Sciences, Chongqing University, Chongqing, 401331, P. R. China
| | - Jingyi Qiu
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, 266 Fangzheng Avenue, Chongqing, 400714, P. R. China
| | - Ziyi Tang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, 266 Fangzheng Avenue, Chongqing, 400714, P. R. China
| | - Yun He
- Chongqing Key Laboratory of Natural Product Synthesis and Drug Research, School of Pharmaceutical Sciences, Chongqing University, Chongqing, 401331, P. R. China
| |
Collapse
|
3
|
Santorelli L, Caterino M, Costanzo M. Dynamic Interactomics by Cross-Linking Mass Spectrometry: Mapping the Daily Cell Life in Postgenomic Era. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2022; 26:633-649. [PMID: 36445175 DOI: 10.1089/omi.2022.0137] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
The majority of processes that occur in daily cell life are modulated by hundreds to thousands of dynamic protein-protein interactions (PPI). The resulting protein complexes constitute a tangled network that, with its continuous remodeling, builds up highly organized functional units. Thus, defining the dynamic interactome of one or more proteins allows determining the full range of biological activities these proteins are capable of. This conceptual approach is poised to gain further traction and significance in the current postgenomic era wherein the treatment of severe diseases needs to be tackled at both genomic and PPI levels. This also holds true for COVID-19, a multisystemic disease affecting biological networks across the biological hierarchy from genome to proteome to metabolome. In this overarching context and the current historical moment of the COVID-19 pandemic where systems biology increasingly comes to the fore, cross-linking mass spectrometry (XL-MS) has become highly relevant, emerging as a powerful tool for PPI discovery and characterization. This expert review highlights the advanced XL-MS approaches that provide in vivo insights into the three-dimensional protein complexes, overcoming the static nature of common interactomics data and embracing the dynamics of the cell proteome landscape. Many XL-MS applications based on the use of diverse cross-linkers, MS detection methods, and predictive bioinformatic tools for single proteins or proteome-wide interactions were shown. We conclude with a future outlook on XL-MS applications in the field of structural proteomics and ways to sustain the remarkable flexibility of XL-MS for dynamic interactomics and structural studies in systems biology and planetary health.
Collapse
Affiliation(s)
- Lucia Santorelli
- Department of Oncology and Hematology-Oncology, University of Milano, Milan, Italy.,IFOM ETS, The AIRC Institute of Molecular Oncology, Milan, Italy
| | - Marianna Caterino
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy.,CEINGE-Biotecnologie Avanzate s.c.ar.l., Naples, Italy
| | - Michele Costanzo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy.,CEINGE-Biotecnologie Avanzate s.c.ar.l., Naples, Italy
| |
Collapse
|
4
|
Guo C, Cheng M, Li W, Gross ML. Diethylpyrocarbonate Footprints a Membrane Protein in Micelles. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:2636-2643. [PMID: 34664961 PMCID: PMC8903028 DOI: 10.1021/jasms.1c00172] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Membrane proteins play crucial roles in cell signaling and transport and, thus, are the targets of many small molecule drugs. The characterization of membrane protein structures poses challenges for the high-resolution biophysical tools because the transmembrane (TM) domain is hydrophobic, opening an opportunity for mass spectrometry (MS)-based footprinting. The hydrophobic reagent diethylpyrocarbonate (DEPC), a heavily studied footprinter for water-soluble proteins, can label up to 30% of surface residues via a straightforward protocol, streamlining the MS-based footprinting workflow. To test its applicability to membrane proteins, we footprinted vitamin K epoxide reductase (VKOR) membrane protein with DEPC. The results demonstrate that besides labeling the hydrophilic extracellular (extramembrane (EM)) domain, DEPC can also diffuse into the hydrophobic TM domain and subsequently label that region. The labeling process was facilitated by tip sonication to enhance reagent diffusion into micelles. We then analyzed the correlation between the residue modification extent and the theoretical accessible surface area percentage (%ASA); the data generally show good correlation with the residue location. Compared with conventional hydrophilic footprinters, the relatively hydrophobic DEPC can map a membrane protein's TM domain, suggesting that the reagent's hydrophobicity can be exploited to obtain structural information on the membrane-spanning region. This encouraging result should assist in the development of more efficient footprinters for membrane protein TM domain footprinting, enabled by further understanding the relationship between a reagent's hydrophobicity and its preferred labeling sites.
Collapse
Affiliation(s)
- Chunyang Guo
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, United States
| | - Ming Cheng
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, United States
| | - Weikai Li
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Michael L Gross
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, United States
| |
Collapse
|
5
|
Guo C, Steinberg LK, Henderson JP, Gross ML. Organic Solvents for Enhanced Proteolysis of Stable Proteins for Hydrogen-Deuterium Exchange Mass Spectrometry. Anal Chem 2020; 92:11553-11557. [PMID: 32867496 DOI: 10.1021/acs.analchem.0c02194] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Protein digestion is a key challenge in mass spectrometry (MS)-based structural proteomics. Although using hydrogen-deuterium exchange kinetics with MS (HDX-MS) to interrogate the high-order structure of proteins is now established, it can be challenging for β-barrel proteins, which are important in cellular transport. These proteins contain a continuous chain of H-bonds that impart stability, causing difficulty in digestion for bottom-up measurements. To overcome this impediment, we tested organic solvents as denaturants during on-line pepsin digestion of soluble β-barrel proteins. We selected green fluorescent protein (GFP), siderocalin (Scn), and retinol-binding protein 4 (RBP4) as model proteins and screened six different polar-aprotic and polar-protic solvent combinations to disrupt the H-bonds and hydrophobic interactions holding together the β-sheets. The use of organic solvents improves digestion, generating more peptides from the rigid β-barrel regions, without compromising the ability to predict the retinol binding site on RBP4 when adopting this proteolysis with HDX.
Collapse
Affiliation(s)
- Chunyang Guo
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, United States
| | - Lindsey K Steinberg
- Division of Infectious Diseases, Department of Medicine, Center for Women's Infectious Disease Research, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Jeffrey P Henderson
- Division of Infectious Diseases, Department of Medicine, Center for Women's Infectious Disease Research, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Michael L Gross
- Department of Chemistry, Washington University, St. Louis, Missouri 63130, United States
| |
Collapse
|
6
|
Iacobucci C, Schäfer M, Sinz A. Free radical-initiated peptide sequencing (FRIPS)-based cross-linkers for improved peptide and protein structure analysis. MASS SPECTROMETRY REVIEWS 2019; 38:187-201. [PMID: 29660147 DOI: 10.1002/mas.21568] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Accepted: 03/09/2018] [Indexed: 06/08/2023]
Abstract
Free radical-initiated peptide sequencing (FRIPS) has recently been introduced as an analytical strategy to create peptide radical ions in a predictable and effective way by collisional activation of specifically modified peptides ions. FRIPS is based on the unimolecular dissociation of open-shell ions and yields fragments that resemble those obtained by electron capture dissociation (ECD) or electron transfer dissociation (ETD). In this review article, we describe the fundamentals of FRIPS and highlight its fruitful combination with chemical cross-linking/mass spectrometry (MS) as a highly promising option to derive complementary structural information of peptides and proteins. FRIPS does not only yield exhaustive sequence information of cross-linked peptides, but also defines the exact cross-linking sites of the connected peptides. The development of more advanced FRIPS cross-linkers that extend the FRIPS-based cross-linking/MS approach to the study of large protein assemblies and protein interaction networks can be eagerly anticipated.
Collapse
Affiliation(s)
- Claudio Iacobucci
- Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Halle (Saale), D-06120, Germany
| | - Mathias Schäfer
- Department of Chemistry, Institute of Organic Chemistry, University of Cologne, Cologne, D-50939, Germany
| | - Andrea Sinz
- Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Halle (Saale), D-06120, Germany
| |
Collapse
|
7
|
Yatabe K, Hisada M, Tabuchi Y, Taki M. A Cysteine-Reactive Small Photo-Crosslinker Possessing Caged-Fluorescence Properties: Binding-Site Determination of a Combinatorially-Selected Peptide by Fluorescence Imaging/Tandem Mass Spectrometry. Int J Mol Sci 2018; 19:E3682. [PMID: 30469338 PMCID: PMC6274937 DOI: 10.3390/ijms19113682] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 11/15/2018] [Accepted: 11/16/2018] [Indexed: 11/17/2022] Open
Abstract
To determine the binding-site of a combinatorially-selected peptide possessing a fluoroprobe, a novel cysteine reactive small photo-crosslinker that can be excited by a conventional long-wavelength ultraviolet handlamp (365 nm) was synthesized via Suzuki coupling with three steps. The crosslinker is rationally designed, not only as a bioisostere of the fluoroprobe, but as a caged-fluorophore, and the photo-crosslinked target protein became fluorescent with a large Stokes-shift. By introducing the crosslinker to a designated sulfhydryl (SH) group of a combinatorially-selected peptide, the protein-binding site of the targeted peptide was deduced by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE)/fluorescence imaging followed by matrix-assisted laser desorption ionization-time of flight tandem mass spectrometry (MALDI-TOF-MS/MS) analysis.
Collapse
Affiliation(s)
- Kazuki Yatabe
- Department of Engineering Science, Bioscience and Technology Program, The Graduate School of Informatics and Engineering, The University of Electro-Communications (UEC), 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
| | - Masaru Hisada
- Department of Engineering Science, Bioscience and Technology Program, The Graduate School of Informatics and Engineering, The University of Electro-Communications (UEC), 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
| | - Yudai Tabuchi
- Department of Engineering Science, Bioscience and Technology Program, The Graduate School of Informatics and Engineering, The University of Electro-Communications (UEC), 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
| | - Masumi Taki
- Department of Engineering Science, Bioscience and Technology Program, The Graduate School of Informatics and Engineering, The University of Electro-Communications (UEC), 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan.
| |
Collapse
|
8
|
Xiao K, Zhao Y, Choi M, Liu H, Blanc A, Qian J, Cahill TJ, Li X, Xiao Y, Clark LJ, Li S. Revealing the architecture of protein complexes by an orthogonal approach combining HDXMS, CXMS, and disulfide trapping. Nat Protoc 2018; 13:1403-1428. [PMID: 29844522 DOI: 10.1038/nprot.2018.037] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Many cellular functions necessitate structural assemblies of two or more associated proteins. The structural characterization of protein complexes using standard methods, such as X-ray crystallography, is challenging. Herein, we describe an orthogonal approach using hydrogen-deuterium-exchange mass spectrometry (HDXMS), cross-linking mass spectrometry (CXMS), and disulfide trapping to map interactions within protein complexes. HDXMS measures changes in solvent accessibility and hydrogen bonding upon complex formation; a decrease in HDX rate could account for newly formed intermolecular or intramolecular interactions. To distinguish between inter- and intramolecular interactions, we use a CXMS method to determine the position of direct interface regions by trapping intermolecular residues in close proximity to various cross-linkers (e.g., disuccinimidyl adipate (DSA)) of different lengths and reactive groups. Both MS-based experiments are performed on high-resolution mass spectrometers (e.g., an Orbitrap Elite hybrid mass spectrometer). The physiological relevance of the interactions identified through HDXMS and CXMS is investigated by transiently co-expressing cysteine mutant pairs, one mutant on each protein at the discovered interfaces, in an appropriate cell line, such as HEK293. Disulfide-trapped protein complexes are formed within cells spontaneously or are facilitated by addition of oxidation reagents such as H2O2 or diamide. Western blotting analysis, in the presence and absence of reducing reagents, is used to determine whether the disulfide bonds are formed in the proposed complex interface in physiologically relevant milieus. The procedure described here requires 1-2 months. We demonstrate this approach using the β2-adrenergic receptor-β-arrestin1 complex as the model system.
Collapse
Affiliation(s)
- Kunhong Xiao
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Vascular Medicine Institute, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Biomedical Mass Spectrometry Center, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Yang Zhao
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Minjung Choi
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Hongda Liu
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Adi Blanc
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Jiang Qian
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Thomas J Cahill
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Xue Li
- Department of Chemistry, Michigan State University, East Lansing, Michigan, USA
| | - Yunfang Xiao
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lisa J Clark
- Department of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sheng Li
- Department of Chemistry, University of California at San Diego, La Jolla, California, USA
| |
Collapse
|
9
|
Hage C, Falvo F, Schäfer M, Sinz A. Novel Concepts of MS-Cleavable Cross-linkers for Improved Peptide Structure Analysis. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2017; 28:2022-2038. [PMID: 28653243 DOI: 10.1007/s13361-017-1712-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Revised: 05/03/2017] [Accepted: 05/07/2017] [Indexed: 06/07/2023]
Abstract
The chemical cross-linking/mass spectrometry (MS) approach is gaining increasing importance as an alternative method for studying protein conformation and for deciphering protein interaction networks. This study is part of our ongoing efforts to develop innovative cross-linking principles for a facile and efficient assignment of cross-linked products. We evaluate two homobifunctional, amine-reactive, and MS-cleavable cross-linkers regarding their potential for automated analysis of cross-linked products. We introduce the bromine phenylurea (BrPU) linker that possesses a unique structure yielding a distinctive fragmentation pattern on collisional activation. Moreover, BrPU delivers the characteristic bromine isotope pattern and mass defect for all cross-linker-decorated fragments. We compare the fragmentation behavior of the BrPU linker with that of our previously described MS-cleavable TEMPO-Bz linker (which consists of a 2,2,6,6-tetramethylpiperidine-1-oxy moiety connected to a benzyl group) that was developed to perform free-radical-initiated peptide sequencing. Comparative collisional activation experiments (collision-induced dissociation and higher-energy collision-induced dissociation) with both cross-linkers were conducted in negative electrospray ionization mode with an Orbitrap Fusion mass spectrometer using five model peptides. As hypothesized in a previous study, the presence of a cross-linked N-terminal aspartic acid residue seems to be the prerequisite for the loss of an intact peptide from the cross-linked products. As the BrPU linker combines a characteristic mass shift with an isotope signature, it presents a more favorable combination for automated assignment of cross-linked products compared with the TEMPO-Bz linker. ᅟ.
Collapse
Affiliation(s)
- Christoph Hage
- Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120, Halle (Saale), Germany
| | - Francesco Falvo
- Department of Chemistry, University of Cologne, Greinstr. 4, 50939, Cologne, Germany
- Eurofins Umwelt West GmbH, Vorgebirgsstr. 20, 50389, Wesseling, Germany
| | - Mathias Schäfer
- Department of Chemistry, University of Cologne, Greinstr. 4, 50939, Cologne, Germany
| | - Andrea Sinz
- Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Str. 4, 06120, Halle (Saale), Germany.
| |
Collapse
|
10
|
Rivera-Santiago RF, Sriswasdi S, Harper SL, Speicher DW. Probing structures of large protein complexes using zero-length cross-linking. Methods 2015; 89:99-111. [PMID: 25937394 PMCID: PMC4628899 DOI: 10.1016/j.ymeth.2015.04.031] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Revised: 04/10/2015] [Accepted: 04/24/2015] [Indexed: 02/02/2023] Open
Abstract
Structural mass spectrometry (MS) is a field with growing applicability for addressing complex biophysical questions regarding proteins and protein complexes. One of the major structural MS approaches involves the use of chemical cross-linking coupled with MS analysis (CX-MS) to identify proximal sites within macromolecules. Identified cross-linked sites can be used to probe novel protein-protein interactions or the derived distance constraints can be used to verify and refine molecular models. This review focuses on recent advances of "zero-length" cross-linking. Zero-length cross-linking reagents do not add any atoms to the cross-linked species due to the lack of a spacer arm. This provides a major advantage in the form of providing more precise distance constraints as the cross-linkable groups must be within salt bridge distances in order to react. However, identification of cross-linked peptides using these reagents presents unique challenges. We discuss recent efforts by our group to minimize these challenges by using multiple cycles of LC-MS/MS analysis and software specifically developed and optimized for identification of zero-length cross-linked peptides. Representative data utilizing our current protocol are presented and discussed.
Collapse
Affiliation(s)
- Roland F Rivera-Santiago
- The Center for Systems and Computational Biology and Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA 19104, United States; Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Sira Sriswasdi
- The Center for Systems and Computational Biology and Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA 19104, United States; Department of Biological Sciences, Graduate School of Sciences, The University of Tokyo, Tokyo 113-0032, Japan
| | - Sandra L Harper
- The Center for Systems and Computational Biology and Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA 19104, United States
| | - David W Speicher
- The Center for Systems and Computational Biology and Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA 19104, United States; Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA 19104, United States.
| |
Collapse
|
11
|
Characterization of top-down ETD in a travelling-wave ion guide. Methods 2015; 89:22-9. [DOI: 10.1016/j.ymeth.2015.05.019] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Revised: 04/30/2015] [Accepted: 05/19/2015] [Indexed: 11/20/2022] Open
|
12
|
Sinz A, Arlt C, Chorev D, Sharon M. Chemical cross-linking and native mass spectrometry: A fruitful combination for structural biology. Protein Sci 2015; 24:1193-209. [PMID: 25970732 PMCID: PMC4534171 DOI: 10.1002/pro.2696] [Citation(s) in RCA: 105] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 04/14/2015] [Accepted: 04/29/2015] [Indexed: 12/31/2022]
Abstract
Mass spectrometry (MS) is becoming increasingly popular in the field of structural biology for analyzing protein three-dimensional-structures and for mapping protein-protein interactions. In this review, the specific contributions of chemical crosslinking and native MS are outlined to reveal the structural features of proteins and protein assemblies. Both strategies are illustrated based on the examples of the tetrameric tumor suppressor protein p53 and multisubunit vinculin-Arp2/3 hybrid complexes. We describe the distinct advantages and limitations of each technique and highlight synergistic effects when both techniques are combined. Integrating both methods is especially useful for characterizing large protein assemblies and for capturing transient interactions. We also point out the future directions we foresee for a combination of in vivo crosslinking and native MS for structural investigation of intact protein assemblies.
Collapse
Affiliation(s)
- Andrea Sinz
- Department of Pharmaceutical Chemistry & Bioanalytics, Institute of Pharmacy, Martin-Luther University Halle-WittenbergD-06120, Halle, Germany
| | - Christian Arlt
- Department of Pharmaceutical Chemistry & Bioanalytics, Institute of Pharmacy, Martin-Luther University Halle-WittenbergD-06120, Halle, Germany
| | - Dror Chorev
- Department of Biological Chemistry, Weizmann Institute of ScienceRehovot, 76100, Israel
| | - Michal Sharon
- Department of Biological Chemistry, Weizmann Institute of ScienceRehovot, 76100, Israel
| |
Collapse
|
13
|
Walsh G. Proteins and Proteomics. Proteins 2015. [DOI: 10.1002/9781119117599.ch1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
14
|
Tran BQ, Goodlett DR, Goo YA. Advances in protein complex analysis by chemical cross-linking coupled with mass spectrometry (CXMS) and bioinformatics. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2015; 1864:123-9. [PMID: 26025770 DOI: 10.1016/j.bbapap.2015.05.015] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Revised: 05/07/2015] [Accepted: 05/18/2015] [Indexed: 01/12/2023]
Abstract
For the analysis of protein-protein interactions and protein conformations, cross-linking coupled with mass spectrometry (CXMS) has become an essential tool in recent years. A variety of cross-linking reagents are used to covalently link interacting amino acids to identify protein-binding partners. The spatial proximity of cross-linked amino acid residues is used to elucidate structural models of protein complexes. The main challenges for mapping protein-protein interaction are low stoichiometry and low frequency of cross-linked peptides relative to unmodified linear peptides as well as accurate and efficient matches to corresponding peptide sequences with low false discovery rates for identifying the site of cross-link. We evaluate the current state of chemical cross-linking and mass spectrometry applications with the special emphasis on the recent development of informatics data processing and analysis tools that help complexity of interpreting CXMS data. This article is part of a Special Issue entitled:Physiological Enzymology and Protein Functions.
Collapse
Affiliation(s)
- Bao Quoc Tran
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD, USA.
| | - David R Goodlett
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD, USA.
| | - Young Ah Goo
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD, USA.
| |
Collapse
|
15
|
Beeston HS, Ault JR, Pringle SD, Brown JM, Ashcroft AE. Changes in protein structure monitored by use of gas-phase hydrogen/deuterium exchange. Proteomics 2015; 15:2842-50. [PMID: 25603979 PMCID: PMC4973844 DOI: 10.1002/pmic.201400440] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 12/15/2014] [Accepted: 01/15/2015] [Indexed: 12/02/2022]
Abstract
The study of protein conformation by solution‐phase hydrogen/deuterium exchange (HDX) coupled to MS is well documented. This involves monitoring the exchange of backbone amide protons with deuterium and provides details concerning the protein's tertiary structure. However, undesired back‐exchange during post‐HDX analyses can be difficult to control. Here, gas‐phase HDX‐MS, during which labile hydrogens on amino acid side chains are exchanged in sub‐millisecond time scales, has been employed to probe changes within protein structures. Addition of the solvent 2,2,2‐trifluoroethanol to a protein in solution can affect the structure of the protein, resulting in an increase in secondary and/or tertiary structure which is detected using circular dichroism. Using a Synapt G2‐S ESI‐mass spectrometer modified to allow deuterated ammonia into the transfer ion guide (situated between the ion mobility cell and the TOF analyser), gas‐phase HDX‐MS is shown to reflect minor structural changes experienced by the proteins β‐lactoglobulin and ubiquitin, as observed by the reduction in the level of deuterium incorporation. Additionally, the use of gas‐phase HDX‐MS to distinguish between co‐populated proteins conformers within a solution is demonstrated with the disordered protein calmodulin; the gas‐phase HDX‐MS results correspond directly with complementary data obtained by use of ion mobility spectrometry‐MS.
Collapse
Affiliation(s)
- Helen S Beeston
- Astbury Centre for Structural Molecular Biology & Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - James R Ault
- Astbury Centre for Structural Molecular Biology & Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | | | | | - Alison E Ashcroft
- Astbury Centre for Structural Molecular Biology & Faculty of Biological Sciences, University of Leeds, Leeds, UK
| |
Collapse
|
16
|
Wang R, Yang B, Wu RR, Rodgers MT, Schäfer M, Armentrout PB. Guided ion beam and computational studies of the decomposition of a model thiourea protein cross-linker. J Phys Chem B 2015; 119:3727-42. [PMID: 25660315 DOI: 10.1021/jp512997z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The dissociation of protonated methyl-d3 thiourea-4-butyric acid methyl amide (1), a model of thiourea-based protein cross-linking compounds, is examined both experimentally and computationally. Using a guided ion beam tandem mass spectrometer (GIBMS), the threshold collision-induced dissociation (TCID) of [1 + H](+) with Xe is examined as a function of collision energy. Analysis of the kinetic energy-dependent CID cross sections provides the 0 K barriers for four primary and four secondary dissociation pathways, after accounting for competition between channels, sequential dissociations, unimolecular decay rates, internal energy of reactant ions, and multiple ion-neutral collisions. Computations are used to explore the pathways for the various processes and elucidation of their rate-limiting transition states. These results indicate that dissociation is initiated by migration of the excess proton from sulfur to one of three nitrogen atoms in 1, similar to the "mobile proton" model of peptide fragmentation. The computational energies for the rate-limiting transition states are generally in good agreement with the experimentally derived threshold energies, with MP2(full)/6-311+G(2d,2p)//B3LYP/6-311+G(d,p) results being particularly favorable. This good comparison validates the mechanisms explored theoretically and allows identification of the structures of the various product ions and neutrals.
Collapse
Affiliation(s)
- Ran Wang
- Department of Chemistry, University of Utah , Salt Lake City, Utah 84112, United States
| | | | | | | | | | | |
Collapse
|
17
|
Ihling C, Falvo F, Kratochvil I, Sinz A, Schäfer M. Dissociation behavior of a bifunctional tempo-active ester reagent for peptide structure analysis by free radical initiated peptide sequencing (FRIPS) mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2015; 50:396-406. [PMID: 25800022 DOI: 10.1002/jms.3543] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 10/28/2014] [Accepted: 11/12/2014] [Indexed: 06/04/2023]
Abstract
We have synthesized a homobifunctional active ester cross-linking reagent containing a TEMPO (2,2,6,6-tetramethylpiperidine-1-oxy) moiety connected to a benzyl group (Bz), termed TEMPO-Bz-linker. The aim for designing this novel cross-linker was to facilitate MS analysis of cross-linked products by free radical initiated peptide sequencing (FRIPS). The TEMPO-Bz-linker was reacted with all 20 proteinogenic amino acids as well as with model peptides to gain detailed insights into its fragmentation mechanism upon collision activation. The final goal of this proof-of-principle study was to evaluate the potential of the TEMPO-Bz-linker for chemical cross-linking studies to derive 3D-structure information of proteins. Our studies were motivated by the well documented instability of the central NO-C bond of TEMPO-Bz reagents upon collision activation. The fragmentation of this specific bond was investigated in respect to charge states and amino acid composition of a large set of precursor ions resulting in the identification of two distinct fragmentation pathways. Molecular ions with highly basic residues are able to keep the charge carriers located, i.e. protons or sodium cations, and consequently decompose via a homolytic cleavage of the NO-C bond of the TEMPO-Bz-linker. This leads to the formation of complementary open-shell peptide radical cations, while precursor ions that are protonated at the TEMPO-Bz-linker itself exhibit a charge-driven formation of even-electron product ions upon collision activation. MS(3) product ion experiments provided amino acid sequence information and allowed determining the cross-linking site. Our study fully characterizes the CID behavior of the TEMPO-Bz-linker and demonstrates its potential, but also its limitations for chemical cross-linking applications utilizing the special features of open-shell peptide ions on the basis of selective tandem MS analysis.
Collapse
Affiliation(s)
- Christian Ihling
- Institute of Pharmacy, Martin-Luther University Halle-Wittenberg, Wolfgang-Langenbeck-Str. 4, D-06120, Halle (Saale), Germany
| | | | | | | | | |
Collapse
|
18
|
Götze M, Pettelkau J, Fritzsche R, Ihling CH, Schäfer M, Sinz A. Automated assignment of MS/MS cleavable cross-links in protein 3D-structure analysis. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:83-97. [PMID: 25261217 DOI: 10.1007/s13361-014-1001-1] [Citation(s) in RCA: 150] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Revised: 09/08/2014] [Accepted: 09/09/2014] [Indexed: 05/03/2023]
Abstract
CID-MS/MS cleavable cross-linkers hold an enormous potential for an automated analysis of cross-linked products, which is essential for conducting structural proteomics studies. The created characteristic fragment ion patterns can easily be used for an automated assignment and discrimination of cross-linked products. To date, there are only a few software solutions available that make use of these properties, but none allows for an automated analysis of cleavable cross-linked products. The MeroX software fills this gap and presents a powerful tool for protein 3D-structure analysis in combination with MS/MS cleavable cross-linkers. We show that MeroX allows an automatic screening of characteristic fragment ions, considering static and variable peptide modifications, and effectively scores different types of cross-links. No manual input is required for a correct assignment of cross-links and false discovery rates are calculated. The self-explanatory graphical user interface of MeroX provides easy access for an automated cross-link search platform that is compatible with commonly used data file formats, enabling analysis of data originating from different instruments. The combination of an MS/MS cleavable cross-linker with a dedicated software tool for data analysis provides an automated workflow for 3D-structure analysis of proteins. MeroX is available at www.StavroX.com .
Collapse
Affiliation(s)
- Michael Götze
- Institute for Biochemistry and Biotechnology, Martin-Luther University Halle-Wittenberg, 06120, Halle (Saale), Germany,
| | | | | | | | | | | |
Collapse
|
19
|
Remmele RL, Bee JS, Phillips JJ, Mo WD, Higazi DR, Zhang J, Lindo V, Kippen AD. Characterization of Monoclonal Antibody Aggregates and Emerging Technologies. ACS SYMPOSIUM SERIES 2015. [DOI: 10.1021/bk-2015-1202.ch005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Richard L. Remmele
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Jared S. Bee
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Jonathan J. Phillips
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Wenjun David Mo
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Daniel R. Higazi
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Jifeng Zhang
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Vivian Lindo
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| | - Alistair D. Kippen
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune One MedImmune Way, Gaithersburg, Maryland 20878, United States
- Analytical Biotechnology, Biopharmaceutical Development, MedImmune Granta Park, Cambridge CB21 6GH, United Kingdom
| |
Collapse
|
20
|
Petrotchenko EV, Makepeace KA, Borchers CH. DXMSMS Match Program for Automated Analysis of LC‐MS/MS Data Obtained Using Isotopically Coded CID‐Cleavable Cross‐Linking Reagents. ACTA ACUST UNITED AC 2014; 48:8.18.1-8.18.19. [DOI: 10.1002/0471250953.bi0818s48] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Evgeniy V. Petrotchenko
- University of Victoria – Genome British Columbia Proteomics Centre, University of Victoria Victoria Canada
| | - Karl A.T. Makepeace
- University of Victoria – Genome British Columbia Proteomics Centre, University of Victoria Victoria Canada
| | - Christoph H. Borchers
- University of Victoria – Genome British Columbia Proteomics Centre, University of Victoria Victoria Canada
- Department of Biochemistry & Microbiology, University of Victoria, University of Victoria Victoria Canada
| |
Collapse
|
21
|
|
22
|
Sinz A. The advancement of chemical cross-linking and mass spectrometry for structural proteomics: from single proteins to protein interaction networks. Expert Rev Proteomics 2014; 11:733-43. [DOI: 10.1586/14789450.2014.960852] [Citation(s) in RCA: 107] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
23
|
Koolen HHF, Gomes AF, Schwab NV, Eberlin MN, Gozzo FC. Imidate-based cross-linkers for structural proteomics: increased charge of protein and peptide ions and CID and ECD fragmentation studies. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2014; 25:1181-1191. [PMID: 24781457 DOI: 10.1007/s13361-014-0900-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Revised: 03/21/2014] [Accepted: 03/21/2014] [Indexed: 06/03/2023]
Abstract
Chemical cross-linking is an attractive low-resolution technique for structural studies of protein complexes. Distance constraints obtained from cross-linked peptides identified by mass spectrometry (MS) are used to construct and validate protein models. Amidinating cross-linkers such as diethyl suberthioimidate (DEST) have been used successfully in chemical cross-linking experiments. In this work, the application of a commercial diimidate cross-linking reagent, dimethyl suberimidate (DMS), was evaluated with model peptides and proteins. The peptides were designed with acetylated N-termini followed by random sequences containing two Lys residues separated by an Arg residue. After cross-linking reactions, intra- and intermolecular cross-linked species were submitted to CID and ECD dissociations to study their fragmentation features in the gas phase. Fragmentation of intramolecular peptides by collision induced dissociation (CID) demonstrates a unique two-step fragmentation pathway involving formation of a ketimine as intermediate. Electron capture and electron transfer dissociation (ECD and ETD) experiments demonstrated that the cyclic moiety is not dissociated. Intermolecular species demonstrated previously described fragmentation behavior in both CID and ECD experiments. The charge state distributions (CSD) obtained after reaction with DMS were compared with those obtained with disuccinimidyl suberate (DSS). CSDs for peptides and proteins were increased after their reaction with DMS, owing to the higher basicity of DMS modified species. These features were also observed in LC-MS experiments with bovine carbonic anhydrase II (BCA) after cross-linking with DMS and tryptic proteolysis. Cross-linked peptides derived from this protein were identified at high confidence and those species were in agreement with the crystal structure of BCA.
Collapse
Affiliation(s)
- Hector H F Koolen
- Institute of Chemistry, University of Campinas and Instituto Nacional de Ciência e Tecnologia de Bioanalítica, Sao Paulo, 13083-970, Brazil
| | | | | | | | | |
Collapse
|
24
|
Scalabrin M, Siu Y, Asare-Okai PN, Fabris D. Structure-specific ribonucleases for MS-based elucidation of higher-order RNA structure. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2014; 25:1136-1145. [PMID: 24845355 PMCID: PMC6911265 DOI: 10.1007/s13361-014-0911-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Revised: 04/08/2014] [Accepted: 04/08/2014] [Indexed: 06/03/2023]
Abstract
Supported by high-throughput sequencing technologies, structure-specific nucleases are experiencing a renaissance as biochemical probes for genome-wide mapping of nucleic acid structure. This report explores the benefits and pitfalls of the application of Mung bean (Mb) and V1 nuclease, which attack specifically single- and double-stranded regions of nucleic acids, as possible structural probes to be employed in combination with MS detection. Both enzymes were found capable of operating in ammonium-based solutions that are preferred for high-resolution analysis by direct infusion electrospray ionization (ESI). Sequence analysis by tandem mass spectrometry (MS/MS) was performed to confirm mapping assignments and to resolve possible ambiguities arising from the concomitant formation of isobaric products with identical base composition and different sequences. The observed products grouped together into ladder-type series that facilitated their assignment to unique regions of the substrate, but revealed also a certain level of uncertainty in identifying the boundaries between paired and unpaired regions. Various experimental factors that are known to stabilize nucleic acid structure, such as higher ionic strength, presence of Mg(II), etc., increased the accuracy of cleavage information, but did not completely eliminate deviations from expected results. These observations suggest extreme caution in interpreting the results afforded by these types of reagents. Regardless of the analytical platform of choice, the results highlighted the need to repeat probing experiments under the most diverse possible conditions to recognize potential artifacts and to increase the level of confidence in the observed structural information.
Collapse
Affiliation(s)
- Matteo Scalabrin
- The RNA Institute, University at Albany-SUNY, Albany, NY, 12222, USA
| | | | | | | |
Collapse
|
25
|
Chemical cross-linking/mass spectrometry targeting acidic residues in proteins and protein complexes. Proc Natl Acad Sci U S A 2014; 111:9455-60. [PMID: 24938783 DOI: 10.1073/pnas.1320298111] [Citation(s) in RCA: 185] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
The study of proteins and protein complexes using chemical cross-linking followed by the MS identification of the cross-linked peptides has found increasingly widespread use in recent years. Thus far, such analyses have used almost exclusively homobifunctional, amine-reactive cross-linking reagents. Here we report the development and application of an orthogonal cross-linking chemistry specific for carboxyl groups. Chemical cross-linking of acidic residues is achieved using homobifunctional dihydrazides as cross-linking reagents and a coupling chemistry at neutral pH that is compatible with the structural integrity of most protein complexes. In addition to cross-links formed through insertion of the dihydrazides with different spacer lengths, zero-length cross-link products are also obtained, thereby providing additional structural information. We demonstrate the application of the reaction and the MS identification of the resulting cross-linked peptides for the chaperonin TRiC/CCT and the 26S proteasome. The results indicate that the targeting of acidic residues for cross-linking provides distance restraints that are complementary and orthogonal to those obtained from lysine cross-linking, thereby expanding the yield of structural information that can be obtained from cross-linking studies and used in hybrid modeling approaches.
Collapse
|
26
|
Schmidt C, Robinson CV. Dynamic protein ligand interactions--insights from MS. FEBS J 2014; 281:1950-64. [PMID: 24393119 PMCID: PMC4154455 DOI: 10.1111/febs.12707] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Revised: 12/19/2013] [Accepted: 12/30/2013] [Indexed: 12/31/2022]
Abstract
Proteins undergo dynamic interactions with carbohydrates, lipids and nucleotides to form catalytic cores, fine‐tuned for different cellular actions. The study of dynamic interactions between proteins and their cognate ligands is therefore fundamental to the understanding of biological systems. During the last two decades MS, and its associated techniques, has become accepted as a method for the study of protein–ligand interactions, not only for covalent complexes, where the use of MS is well established, but also, and significantly for protein–ligand interactions, for noncovalent assemblies. In this review, we employ a broad definition of a ligand to encompass protein subunits, drug molecules, oligonucleotides, carbohydrates, and lipids. Under the appropriate conditions, MS can reveal the composition, heterogeneity and dynamics of these protein–ligand interactions, and in some cases their structural arrangements and binding affinities. Herein, we highlight MS approaches for studying protein–ligand complexes, including those containing integral membrane subunits, and showcase examples from recent literature. Specifically, we tabulate the myriad of methodologies, including hydrogen exchange, proteomics, hydroxyl radical footprinting, intact complexes, and crosslinking, which, when combined with MS, provide insights into conformational changes and subtle modifications in response to ligand‐binding interactions.
Collapse
|
27
|
Petrotchenko EV, Borchers CH. Modern Mass Spectrometry-Based Structural Proteomics. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2014; 95:193-213. [DOI: 10.1016/b978-0-12-800453-1.00006-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
|
28
|
Gorini G, Adron Harris R, Dayne Mayfield R. Proteomic approaches and identification of novel therapeutic targets for alcoholism. Neuropsychopharmacology 2014; 39:104-30. [PMID: 23900301 PMCID: PMC3857647 DOI: 10.1038/npp.2013.182] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2013] [Revised: 07/02/2013] [Accepted: 07/04/2013] [Indexed: 01/01/2023]
Abstract
Recent studies have shown that gene regulation is far more complex than previously believed and does not completely explain changes at the protein level. Therefore, the direct study of the proteome, considerably different in both complexity and dynamicity to the genome/transcriptome, has provided unique insights to an increasing number of researchers. During the past decade, extraordinary advances in proteomic techniques have changed the way we can analyze the composition, regulation, and function of protein complexes and pathways underlying altered neurobiological conditions. When combined with complementary approaches, these advances provide the contextual information for decoding large data sets into meaningful biologically adaptive processes. Neuroproteomics offers potential breakthroughs in the field of alcohol research by leading to a deeper understanding of how alcohol globally affects protein structure, function, interactions, and networks. The wealth of information gained from these advances can help pinpoint relevant biomarkers for early diagnosis and improved prognosis of alcoholism and identify future pharmacological targets for the treatment of this addiction.
Collapse
Affiliation(s)
- Giorgio Gorini
- Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, Austin, TX, USA
| | - R Adron Harris
- Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, Austin, TX, USA
| | - R Dayne Mayfield
- Waggoner Center for Alcohol and Addiction Research, The University of Texas at Austin, Austin, TX, USA
| |
Collapse
|
29
|
Konermann L, Vahidi S, Sowole MA. Mass Spectrometry Methods for Studying Structure and Dynamics of Biological Macromolecules. Anal Chem 2013; 86:213-32. [DOI: 10.1021/ac4039306] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Lars Konermann
- Department of Chemistry, The University of Western Ontario, London, Ontario, N6A 5B7 Canada
| | - Siavash Vahidi
- Department of Chemistry, The University of Western Ontario, London, Ontario, N6A 5B7 Canada
| | - Modupeola A. Sowole
- Department of Chemistry, The University of Western Ontario, London, Ontario, N6A 5B7 Canada
| |
Collapse
|
30
|
Serpa JJ, Makepeace KAT, Borchers TH, Wishart DS, Petrotchenko EV, Borchers CH. Using isotopically-coded hydrogen peroxide as a surface modification reagent for the structural characterization of prion protein aggregates. J Proteomics 2013; 100:160-6. [PMID: 24316355 DOI: 10.1016/j.jprot.2013.11.020] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Revised: 10/29/2013] [Accepted: 11/25/2013] [Indexed: 12/20/2022]
Abstract
UNLABELLED The conversion of the cellular prion protein (PrP(C)) into aggregated ß-oligomeric (PrP(ß)) and fibril (PrP(Sc)) forms is the central element in the development of prion diseases. Here we report the first use of isotopically-coded hydrogen peroxide surface modification combined with mass spectrometry (MS) for the differential characterization of PrP(C) and PrP(β). (16)O and (18)O hydrogen peroxide were used to oxidize methionine and tryptophan residues in PrP(C) and PrP(β), allowing for the relative quantitation of the extent of modification of each form of the prion protein. After modification with either light or heavy forms of hydrogen peroxide (H2(16)O2 and H2(18)O2), the PrP(C) and PrP(β) forms of the protein were then combined, digested with trypsin, and analysed by LC-MS. The (18)O/(16)O signal intensity ratios were used to determine the relative levels of oxidation of specific amino acids in the PrP(C) and PrP(β) forms. Using this approach we have detected several residues that are differentially-oxidized between the native and β-oligomeric prion forms, allowing determination of the regions of PrP(C) involved in the formation of PrP(β) aggregates. Modification of these residues in the β-oligomeric form is compatible with a flip of the β1-H1-β2 loop away from amphipathic helices 2 and 3 during conversion. BIOLOGICAL SIGNIFICANCE Surface modification using isotopically-coded hydrogen peroxide has allowed quantitative comparison of the exposure of methionine and tryptophan residues in PrP(C) and PrP(ß) forms of prion protein. Detected changes in surface exposure of a number of residues have indicated portions of the PrP structure which undergo conformational transition upon conversion. This article is part of a Special Issue entitled: Can Proteomics Fill the Gap Between Genomics and Phenotypes?
Collapse
Affiliation(s)
- Jason J Serpa
- University of Victoria, Genome British Columbia Proteomics Centre, #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, BC V8Z7X8, Canada
| | - Karl A T Makepeace
- University of Victoria, Genome British Columbia Proteomics Centre, #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, BC V8Z7X8, Canada
| | - Tristan H Borchers
- University of Victoria, Genome British Columbia Proteomics Centre, #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, BC V8Z7X8, Canada
| | - David S Wishart
- Departments of Biological Sciences and Computing Science, University of Alberta, Edmonton, Alberta, T6G 2E8, Canada
| | - Evgeniy V Petrotchenko
- University of Victoria, Genome British Columbia Proteomics Centre, #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, BC V8Z7X8, Canada
| | - Christoph H Borchers
- University of Victoria, Genome British Columbia Proteomics Centre, #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, BC V8Z7X8, Canada; University of Victoria, Department of Biochemistry & Microbiology, Petch Building Room 207, 3800 Finnerty Rd., Victoria, BC V8P 5C2, Canada.
| |
Collapse
|
31
|
Chavez JD, Weisbrod CR, Zheng C, Eng JK, Bruce JE. Protein interactions, post-translational modifications and topologies in human cells. Mol Cell Proteomics 2013; 12:1451-67. [PMID: 23354917 PMCID: PMC3650351 DOI: 10.1074/mcp.m112.024497] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2012] [Revised: 12/12/2012] [Indexed: 12/22/2022] Open
Abstract
The unique and remarkable physicochemical properties of protein surface topologies give rise to highly specific biomolecular interactions, which form the framework through which living systems are able to carry out their vast array of functions. Technological limitations undermine efforts to probe protein structures and interactions within unperturbed living systems on a large scale. Rapid chemical stabilization of proteins and protein complexes through chemical cross-linking offers the alluring possibility to study details of the protein structure to function relationships as they exist within living cells. Here we apply the latest technological advances in chemical cross-linking combined with mass spectrometry to study protein topologies and interactions from living human cells identifying a total of 368 cross-links. These include cross-links from all major cellular compartments including membrane, cytosolic and nuclear proteins. Intraprotein and interprotein cross-links were also observed for core histone proteins, including several cross-links containing post-translational modifications which are known histone marks conferring distinct epigenetic functions. Excitingly, these results demonstrate the applicability of cross-linking to make direct topological measurements on post-translationally modified proteins. The results presented here provide new details on the structures of known multi-protein complexes as well as evidence for new protein-protein interactions.
Collapse
Affiliation(s)
- Juan D. Chavez
- From the ‡Department of Genome Science, University of Washington, Seattle, Washington 98109
| | - Chad R. Weisbrod
- From the ‡Department of Genome Science, University of Washington, Seattle, Washington 98109
| | - Chunxiang Zheng
- From the ‡Department of Genome Science, University of Washington, Seattle, Washington 98109
| | - Jimmy K. Eng
- From the ‡Department of Genome Science, University of Washington, Seattle, Washington 98109
| | - James E. Bruce
- From the ‡Department of Genome Science, University of Washington, Seattle, Washington 98109
| |
Collapse
|
32
|
Paramelle D, Miralles G, Subra G, Martinez J. Chemical cross-linkers for protein structure studies by mass spectrometry. Proteomics 2013; 13:438-56. [PMID: 23255214 DOI: 10.1002/pmic.201200305] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 10/12/2012] [Accepted: 10/22/2012] [Indexed: 12/24/2022]
Abstract
The cross-linking approach combined with MS for protein structure determination is one of the most striking examples of multidisciplinary success. Indeed, it has become clear that the bottleneck of the method was the detection and the identification of low-abundance cross-linked peptides in complex mixtures. Sample treatment or chromatography separation partially addresses these issues. However, the main problem comes from over-represented unmodified peptides, which do not yield any structural information. A real breakthrough was provided by high mass accuracy measurement, because of the outstanding technical developments in MS. This improvement greatly simplified the identification of cross-linked peptides, reducing the possible combinations matching with an observed m/z value. In addition, the huge amount of data collected has to be processed with dedicated software whose role is to propose distance constraints or ideally a structural model of the protein. In addition to instrumentation and algorithms efficiency, significant efforts have been made to design new cross-linkers matching all the requirements in terms of reactivity and selectivity but also displaying probes or reactive systems facilitating the isolation, the detection of cross-links, or the interpretation of MS data. These chemical features are reviewed and commented on in the light of the more recent strategies.
Collapse
Affiliation(s)
- David Paramelle
- Institute of Materials Research and Engineering, Agency for Science, Technology and Research (A*STAR), 3 Research Link, Singapore
| | | | | | | |
Collapse
|
33
|
Rozbesky D, Sovova Z, Marcoux J, Man P, Ettrich R, Robinson CV, Novak P. Structural model of lymphocyte receptor NKR-P1C revealed by mass spectrometry and molecular modeling. Anal Chem 2013; 85:1597-604. [PMID: 23249299 DOI: 10.1021/ac302860m] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
NKR-P1C is an activating immune receptor expressed on the surface of mouse natural killer cells. It has been widely used as a marker for NK cell identification in different mice strains. Recently we solved a crystal structure of the C-type lectin-like domain of a homologous protein, NKR-P1A, using X-ray crystallography and also described the strategy for rapid characterization of the protein conformation in solution. This procedure utilized chemical cross-linking, hydrogen/deuterium exchange, and molecular modeling. It was found that the solution structure differs from the crystal structure in the conformation of the loop region. The loop, detached from the protein compact core in the crystal structure, is closely attached to the core of the protein in solution. Here we present and interpret the solution structure of the C-type lectin-like domain of NKR-P1C using chemical cross-linking and molecular modeling. The validation of the model and conformation of the loop region in NKR-P1C were addressed using ion-mobility mass spectrometry.
Collapse
Affiliation(s)
- Daniel Rozbesky
- Department of Biochemistry, Charles University, Prague, Czech Republic
| | | | | | | | | | | | | |
Collapse
|
34
|
Konijnenberg A, Butterer A, Sobott F. Native ion mobility-mass spectrometry and related methods in structural biology. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2012; 1834:1239-56. [PMID: 23246828 DOI: 10.1016/j.bbapap.2012.11.013] [Citation(s) in RCA: 186] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2012] [Revised: 11/19/2012] [Accepted: 11/29/2012] [Indexed: 12/12/2022]
Abstract
Mass spectrometry-based methods have become increasingly important in structural biology - in particular for large and dynamic, even heterogeneous assemblies of biomolecules. Native electrospray ionization coupled to ion mobility-mass spectrometry provides access to stoichiometry, size and architecture of noncovalent assemblies; while non-native approaches such as covalent labeling and H/D exchange can highlight dynamic details of protein structures and capture intermediate states. In this overview article we will describe these methods and highlight some recent applications for proteins and protein complexes, with particular emphasis on native MS analysis. This article is part of a Special Issue entitled: Mass spectrometry in structural biology.
Collapse
|
35
|
Serpa JJ, Patterson AP, Pan J, Han J, Wishart DS, Petrotchenko EV, Borchers CH. Using multiple structural proteomics approaches for the characterization of prion proteins. J Proteomics 2012; 81:31-42. [PMID: 23085224 DOI: 10.1016/j.jprot.2012.10.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Revised: 10/07/2012] [Accepted: 10/08/2012] [Indexed: 10/27/2022]
Abstract
Structural proteomics approaches are valuable tools, particularly in cases where the exact mechanisms of protein conformational changes or the structures of proteins and protein complexes cannot be elucidated by traditional structural biology techniques like X-ray crystallography or NMR methods. Each structural proteomics method can provide a different set of data, all of which can be used as structural constraints for modeling the protein. We have applied a combination of limited proteolysis, surface modification, chemical crosslinking, and hydrogen/deuterium exchange for the characterization of structural differences in prion proteins in native monomeric and in the aggregated β-oligomeric states. Data from these multiple proteomics approaches are in remarkable agreement in pointing to the rearrangement of the beta sheet 1-helix1-beta sheet 2-helix 2 (β1-H1-β2-H2) region as a major conformational change between the native and oligomeric prion protein forms. This data is also consistent with the β1-H1-β2 loop moving away from the H2-H3 core during the prion protein conversion. This is an example of how complementary data from multiple structural proteomics approaches can provide novel insights into the three-dimensional structures of proteins and protein complexes. This article is part of a Special Issue entitled: From protein structures to clinical applications.
Collapse
Affiliation(s)
- Jason J Serpa
- University of Victoria-Genome British Columbia Proteomics Centre, University of Victoria, #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, British Columbia, Canada V8Z 7X8
| | | | | | | | | | | | | |
Collapse
|