1
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Liu C, Wang N, Wu D, Wang L, Zhang N, Yu D. Rapid quantitative analysis of soybean protein isolates secondary structure by two-dimensional correlation infrared spectroscopy through pH perturbation. Food Chem 2024; 448:139074. [PMID: 38552460 DOI: 10.1016/j.foodchem.2024.139074] [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: 01/08/2024] [Revised: 03/06/2024] [Accepted: 03/16/2024] [Indexed: 04/24/2024]
Abstract
The infrared spectroscopy (IR) signal of protein is prone to being covered by impurity signals, and the accuracy of the secondary structure content calculated using spectral data is poor. To tackle this challenge, a rapid high-precision quantitative model for protein secondary structure was proposed. Firstly, a two-dimensional correlation calculation was performed based on 60 groups of soybean protein isolates (SPI) infrared spectroscopy data, resulting in a two-dimensional correlation infrared spectroscopy (2DCOS-IR). Subsequently, the optimal characteristic bands of the four secondary structures were extracted from the 2DCOS-IR. Ultimately, partial least squares (PLS), long short-term memory (LSTM), and bidirectional long short-term memory (BILSTM) algorithms were used to model the extracted characteristic bands and predict the content of SPI secondary structure. The findings suggested that BILSTM combined with 2DCOS-IR model (2DCOS-BILSTM) exhibited superior predictive performance. The prediction sets for α-helix, β-sheet, β-turn, and random coil were designated as 0.9257, 0.9077, 0.9476, and 0.8443, respectively, and their corresponding RMSEP values were 0.26, 0.48, 0.20, and 0.15. This strategy enhances the precision of IR and facilitates the rapid identification of secondary structure components within SPI, which is vital for the advancement of protein industrial production.
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Affiliation(s)
- Chang Liu
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Ning Wang
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Dandan Wu
- School of Computer and Information Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Liqi Wang
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China; School of Computer and Information Engineering, Harbin University of Commerce, Harbin 150028, China.
| | - Na Zhang
- College of Food Engineering, Harbin University of Commerce, Harbin 150028, China
| | - Dianyu Yu
- School of Food Science, Northeast Agricultural University, Harbin 150030, China
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2
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Zhai Z, Mavridou D, Damian M, Mutti FG, Schoenmakers PJ, Gargano AFG. Characterization of Complex Proteoform Mixtures by Online Nanoflow Ion-Exchange Chromatography-Native Mass Spectrometry. Anal Chem 2024; 96:8880-8885. [PMID: 38771719 PMCID: PMC11154664 DOI: 10.1021/acs.analchem.4c01760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 05/23/2024]
Abstract
The characterization of proteins and complexes in biological systems is essential to establish their critical properties and to understand their unique functions in a plethora of bioprocesses. However, it is highly difficult to analyze low levels of intact proteins in their native states (especially those exceeding 30 kDa) with liquid chromatography (LC)-mass spectrometry (MS). Herein, we describe for the first time the use of nanoflow ion-exchange chromatography directly coupled with native MS to resolve mixtures of intact proteins. Reference proteins and protein complexes with molecular weights between 10 and 150 kDa and a model cell lysate were separated using a salt-mediated pH gradient method with volatile additives. The method allowed for low detection limits (0.22 pmol of monoclonal antibodies), while proteins presented nondenatured MS (low number of charges and limited charge state distributions), and the oligomeric state of the complexes analyzed was mostly kept. Excellent chromatographic separations including the resolution of different proteoforms of large proteins (>140 kDa) and a peak capacity of 82 in a 30 min gradient were obtained. The proposed setup and workflows show great potential for analyzing diverse proteoforms in native top-down proteomics, opening unprecedented opportunities for clinical studies and other sample-limited applications.
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Affiliation(s)
- Ziran Zhai
- Analytical
Chemistry Group and Biocatalysis Group, Van’t Hoff Institute
for Molecular Sciences (HIMS), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Centre
for Analytical Sciences Amsterdam, Van’t Hoff Institute for
Molecular Sciences (HIMS), University of
Amsterdam, Science Park
904, 1098 XH Amsterdam, The Netherlands
| | - Despoina Mavridou
- Analytical
Chemistry Group and Biocatalysis Group, Van’t Hoff Institute
for Molecular Sciences (HIMS), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Centre
for Analytical Sciences Amsterdam, Van’t Hoff Institute for
Molecular Sciences (HIMS), University of
Amsterdam, Science Park
904, 1098 XH Amsterdam, The Netherlands
| | - Matteo Damian
- Analytical
Chemistry Group and Biocatalysis Group, Van’t Hoff Institute
for Molecular Sciences (HIMS), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Francesco G. Mutti
- Analytical
Chemistry Group and Biocatalysis Group, Van’t Hoff Institute
for Molecular Sciences (HIMS), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Peter J. Schoenmakers
- Analytical
Chemistry Group and Biocatalysis Group, Van’t Hoff Institute
for Molecular Sciences (HIMS), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Centre
for Analytical Sciences Amsterdam, Van’t Hoff Institute for
Molecular Sciences (HIMS), University of
Amsterdam, Science Park
904, 1098 XH Amsterdam, The Netherlands
| | - Andrea F. G. Gargano
- Analytical
Chemistry Group and Biocatalysis Group, Van’t Hoff Institute
for Molecular Sciences (HIMS), University
of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Centre
for Analytical Sciences Amsterdam, Van’t Hoff Institute for
Molecular Sciences (HIMS), University of
Amsterdam, Science Park
904, 1098 XH Amsterdam, The Netherlands
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3
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Wang Q, Wang Q, Qi Z, Moeller W, Wysocki VH, Sun L. Native proteomics by capillary zone electrophoresis-mass spectrometry. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.24.590970. [PMID: 38712154 PMCID: PMC11071496 DOI: 10.1101/2024.04.24.590970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Native proteomics aims to measure endogenous proteoforms and protein complexes under a near physiological condition using native mass spectrometry (nMS) coupled with liquid-phase separation techniques. Native proteomics should provide the most accurate bird's-eye view of proteome dynamics within cells, which is fundamental for understanding almost all biological processes. nMS has been widely employed to characterize well-purified protein complexes. However, there are only very few trials of utilizing nMS to measure proteoforms and protein complexes in a complex sample (i.e., a whole cell lysate), and those studies are either too time and labor-consuming or only able to detect small proteoforms or protein complexes. Here, we pioneer the native proteomics measurement of large proteoforms or protein complexes up to 400 kDa from a complex proteome via online coupling of native capillary zone electrophoresis (nCZE) to an ultra-high mass range Orbitrap mass spectrometer (UHMR). The nCZE-MS technique enabled the measurement of a 115-kDa standard protein complex while consuming only about 100 pg of protein material, indicating the extremely high sensitivity of the technique. nCZE-MS analysis of an E . coli cell lysate detected 76 and 21 proteoforms or protein complexes in a mass range of 30-400 kDa and over 110 kDa, respectively, in a single run while consuming only 50-ng protein material. The mass distribution of detected proteoforms or protein complexes agreed well with that from mass photometry measurement. This work represents a technical breakthrough of native proteomics for measuring complex proteomes, suggesting that nCZE-MS might be developed as a central technique for native proteomics.
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4
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Chapman EA, Li BH, Krichel B, Chan HJ, Buck KM, Roberts DS, Ge Y. Native Top-Down Mass Spectrometry for Characterizing Sarcomeric Proteins Directly from Cardiac Tissue Lysate. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:738-745. [PMID: 38422011 PMCID: PMC11098619 DOI: 10.1021/jasms.3c00430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
Native top-down mass spectrometry (nTDMS) has emerged as a powerful structural biology tool that can localize post-translational modifications (PTMs), explore ligand-binding interactions, and elucidate the three-dimensional structure of proteins and protein complexes in the gas-phase. Fourier-transform ion cyclotron resonance (FTICR) MS offers distinct capabilities for nTDMS, owing to its ultrahigh resolving power, mass accuracy, and robust fragmentation techniques. Previous nTDMS studies using FTICR have mainly been applied to overexpressed recombinant proteins and protein complexes. Here, we report the first nTDMS study that directly analyzes human heart tissue lysate by direct infusion FTICR MS without prior chromatographic separation strategies. We have achieved comprehensive nTDMS characterization of cardiac contractile proteins that play critical roles in heart contraction and relaxation. Specifically, our results reveal structural insights into ventricular myosin light chain 2 (MLC-2v), ventricular myosin light chain 1 (MLC-1v), and alpha-tropomyosin (α-Tpm) in the sarcomere, the basic contractile unit of cardiac muscle. Furthermore, we verified the calcium (Ca2+) binding domain in MLC-2v. In summary, our nTDMS platform extends the application of FTICR MS to directly characterize the structure, PTMs, and metal-binding of endogenous proteins from heart tissue lysate without prior separation methods.
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Affiliation(s)
- Emily A. Chapman
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Brad H. Li
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Boris Krichel
- School of Life Sciences, University of Siegen, 57076, Germany
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
| | - Hsin-Ju Chan
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Kevin M. Buck
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - David S. Roberts
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
- Human Proteomics Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin 53705, USA
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5
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Ying Y, Li H. Native top-down mass spectrometry for monitoring the rapid chymotrypsin catalyzed hydrolysis reaction. Anal Chim Acta 2024; 1285:341971. [PMID: 38057065 DOI: 10.1016/j.aca.2023.341971] [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: 06/12/2023] [Revised: 10/13/2023] [Accepted: 10/26/2023] [Indexed: 12/08/2023]
Abstract
Enzymes play crucial roles in life sciences, pharmaceuticals and industries as biological catalysts that speed up biochemical reactions in living organisms. New catalytic reactions are continuously developed by enzymatic engineering to meet industrial needs, which thereby drives the development of analytical approaches for real-time reaction monitoring to reveal catalytic processes. Here, taking the hydrolase- chymotrypsin as a model system, we proposed a convenient method for monitoring catalytic processes through native top-down mass spectrometry (native TDMS). The chymotrypsin sample heterogeneity was first explored. By altering sample introduction modes and pHs, covalent and noncovalent enzymatic complexes, substrates and products can be monitored during the catalysis and further confirmed by tandem MS. Our results demonstrated that native TDMS based catalysis monitoring has distinctive strength on real-time inspection and continuous observation, making it a promising tool for characterizing more biocatalysts.
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Affiliation(s)
- Yujia Ying
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, 510006, China.
| | - Huilin Li
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, 510006, China; Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou, 510006, China.
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6
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Lin Y, Moyle AB, Beaumont VA, Liu LL, Polleck S, Liu H, Shi H, Rouse JC, Kim HY, Zhang Y, Gross ML. Characterization of Higher Order Structural Changes of a Thermally Stressed Monoclonal Antibody via Mass Spectrometry Footprinting and Other Biophysical Approaches. Anal Chem 2023; 95:16840-16849. [PMID: 37933954 PMCID: PMC10909587 DOI: 10.1021/acs.analchem.3c02422] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
Characterizing changes in the higher order structure (HOS) of monoclonal antibodies upon stressed conditions is critical to gaining a better understanding of the product and process. One single biophysical approach may not be best suited to assess HOS comprehensively; thus, the synergy from multiple, complementary approaches improves characterization accuracy and resolution. In this study, we employed two mass spectrometry (MS )-based footprinting techniques, namely, fast photochemical oxidation of proteins (FPOP)-MS and hydrogen-deuterium exchange (HDX)-MS, supported by dynamic light scattering (DLS), differential scanning calorimetry (DSC), circular dichroism (CD), and nuclear magnetic resonance (NMR) to study changes to the HOS of a mAb upon thermal stress. The biophysical techniques report a nuanced characterization of the HOS in which CD detects no changes to the secondary or tertiary structure, yet DLS measurements show an increase in the hydrodynamic radius. DSC indicates that the stability decreases, and chemical or conformational changes accumulate with incubation time according to NMR. Furthermore, whereas HDX-MS does not indicate HOS changes, FPOP-MS footprinting reveals conformational changes at residue resolution for some amino acids. The local phenomena observed with FPOP-MS indicate that several residues show various patterns of degradation during thermal stress: no change, an increase in solvent exposure, and a biphasic response to solvent exposure. All evidences show that FPOP-MS efficiently resolves subtle structural changes and novel degradation pathways upon thermal stress treatment at residue-level resolution.
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Affiliation(s)
- Yanchun Lin
- Department of Chemistry, Washington University in St Louis, St Louis, Missouri 63105, United States
| | - Austin B Moyle
- Department of Chemistry, Washington University in St Louis, St Louis, Missouri 63105, United States
| | - Victor A Beaumont
- Pharmaceutical Sciences Small Molecules, Analytical Research and Development, Pfizer, Inc., Sandwich CT13 9FF, U.K
| | - Lucy L Liu
- Biotherapeutics Pharmaceutical Sciences, Analytical Research and Development, Pfizer, Inc., Andover, Massachusetts 01810, United States
| | - Sharon Polleck
- Biotherapeutics Pharmaceutical Sciences, Analytical Research and Development, Pfizer, Inc., Andover, Massachusetts 01810, United States
| | - Haijun Liu
- Department of Chemistry, Washington University in St Louis, St Louis, Missouri 63105, United States
| | - Heliang Shi
- Global Product Development, Rare Disease Statistics, Pfizer, Inc., New York, New York 10017, United States
| | - Jason C Rouse
- Biotherapeutics Pharmaceutical Sciences, Analytical Research and Development, Pfizer, Inc., Andover, Massachusetts 01810, United States
| | - Hai-Young Kim
- Biotherapeutics Pharmaceutical Sciences, Analytical Research and Development, Pfizer, Inc., Andover, Massachusetts 01810, United States
| | - Ying Zhang
- Biotherapeutics Pharmaceutical Sciences, Analytical Research and Development, Pfizer, Inc., Andover, Massachusetts 01810, United States
| | - Michael L Gross
- Department of Chemistry, Washington University in St Louis, St Louis, Missouri 63105, United States
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7
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Schneck NA, Mehl JT, Kellie JF. Protein LC-MS Tools for the Next Generation of Biotherapeutic Analyses from Preclinical and Clinical Serum. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:1837-1846. [PMID: 37478497 DOI: 10.1021/jasms.3c00064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/23/2023]
Abstract
LC-MS analysis of therapeutic antibodies and other biotherapeutics from in-life studies (e.g., serum/plasma) has evolved from simple peptide digestion to peptide mapping and intact mass monitoring. From more advanced analytical approaches, a deeper understanding as to the fate of the biotherapeutic in vivo is gained. Here, we examine the next generation of approaches to facilitate the most comprehensive understanding of large molecule drug fate in circulation. Three case studies are presented: (1) use of relative and absolute calibration curves for biotherapeutic quantitation from the same sample set; (2) top-down mass spectrometry applied to bioanalytical assays; (3) biotherapeutic protein complexes from serum analyzed by native protein MS. We anticipate that these approaches will be further adapted and applied by other research groups.
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Affiliation(s)
- Nicole A Schneck
- Analytical Development, GSK, 1250 S. Collegeville Rd., Collegeville, Pennsylvania 19426, United States
| | - John T Mehl
- Bioanalysis, Immunogenicity & Biomarkers, GSK, 1250 S. Collegeville Rd., Collegeville, Pennsylvania 19426, United States
| | - John F Kellie
- Bioanalysis, Immunogenicity & Biomarkers, GSK, 1250 S. Collegeville Rd., Collegeville, Pennsylvania 19426, United States
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8
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Lutomski CA, El‐Baba TJ, Hinkle JD, Liko I, Bennett JL, Kalmankar NV, Dolan A, Kirschbaum C, Greis K, Urner LH, Kapoor P, Yen H, Pagel K, Mullen C, Syka JEP, Robinson CV. Infrared Multiphoton Dissociation Enables Top-Down Characterization of Membrane Protein Complexes and G Protein-Coupled Receptors. Angew Chem Int Ed Engl 2023; 62:e202305694. [PMID: 37329506 PMCID: PMC7615181 DOI: 10.1002/anie.202305694] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/20/2023] [Accepted: 06/15/2023] [Indexed: 06/19/2023]
Abstract
Membrane proteins are challenging to analyze by native mass spectrometry (MS) as their hydrophobic nature typically requires stabilization in detergent micelles that are removed prior to analysis via collisional activation. There is however a practical limit to the amount of energy which can be applied, which often precludes subsequent characterization by top-down MS. To overcome this barrier, we have applied a modified Orbitrap Eclipse Tribrid mass spectrometer coupled to an infrared laser within a high-pressure linear ion trap. We show how tuning the intensity and time of incident photons enables liberation of membrane proteins from detergent micelles. Specifically, we relate the ease of micelle removal to the infrared absorption of detergents in both condensed and gas phases. Top-down MS via infrared multiphoton dissociation (IRMPD), results in good sequence coverage enabling unambiguous identification of membrane proteins and their complexes. By contrasting and comparing the fragmentation patterns of the ammonia channel with two class A GPCRs, we identify successive cleavage of adjacent amino acids within transmembrane domains. Using gas-phase molecular dynamics simulations, we show that areas prone to fragmentation maintain aspects of protein structure at increasing temperatures. Altogether, we propose a rationale to explain why and where in the protein fragment ions are generated.
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Affiliation(s)
- Corinne A. Lutomski
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Tarick J. El‐Baba
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | | | | | - Jack L. Bennett
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Neha V. Kalmankar
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Andrew Dolan
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Carla Kirschbaum
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
| | - Kim Greis
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
| | - Leonhard H. Urner
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
- Department of Chemistry and Chemical BiologyTU Dortmund UniversityDortmund44227Germany
| | | | - Hsin‐Yung Yen
- OMass TherapeuticsOxfordOX4 2GXUK
- Institute of Biological ChemistryAcademia SinicaTaipei115Taiwan
| | - Kevin Pagel
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
| | | | | | - Carol V. Robinson
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
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9
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Lutomski CA, El‐Baba TJ, Hinkle JD, Liko I, Bennett JL, Kalmankar NV, Dolan A, Kirschbaum C, Greis K, Urner LH, Kapoor P, Yen H, Pagel K, Mullen C, Syka JEP, Robinson CV. Infrared Multiphoton Dissociation Enables Top-Down Characterization of Membrane Protein Complexes and G Protein-Coupled Receptors. ANGEWANDTE CHEMIE (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 135:e202305694. [PMID: 38516403 PMCID: PMC10953453 DOI: 10.1002/ange.202305694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Indexed: 03/23/2024]
Abstract
Membrane proteins are challenging to analyze by native mass spectrometry (MS) as their hydrophobic nature typically requires stabilization in detergent micelles that are removed prior to analysis via collisional activation. There is however a practical limit to the amount of energy which can be applied, which often precludes subsequent characterization by top-down MS. To overcome this barrier, we have applied a modified Orbitrap Eclipse Tribrid mass spectrometer coupled to an infrared laser within a high-pressure linear ion trap. We show how tuning the intensity and time of incident photons enables liberation of membrane proteins from detergent micelles. Specifically, we relate the ease of micelle removal to the infrared absorption of detergents in both condensed and gas phases. Top-down MS via infrared multiphoton dissociation (IRMPD), results in good sequence coverage enabling unambiguous identification of membrane proteins and their complexes. By contrasting and comparing the fragmentation patterns of the ammonia channel with two class A GPCRs, we identify successive cleavage of adjacent amino acids within transmembrane domains. Using gas-phase molecular dynamics simulations, we show that areas prone to fragmentation maintain aspects of protein structure at increasing temperatures. Altogether, we propose a rationale to explain why and where in the protein fragment ions are generated.
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Affiliation(s)
- Corinne A. Lutomski
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Tarick J. El‐Baba
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | | | | | - Jack L. Bennett
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Neha V. Kalmankar
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Andrew Dolan
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
| | - Carla Kirschbaum
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
| | - Kim Greis
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
| | - Leonhard H. Urner
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
- Department of Chemistry and Chemical BiologyTU Dortmund UniversityDortmund44227Germany
| | | | - Hsin‐Yung Yen
- OMass TherapeuticsOxfordOX4 2GXUK
- Institute of Biological ChemistryAcademia SinicaTaipei115Taiwan
| | - Kevin Pagel
- Institute of Chemistry and BiochemistryFreie Universität BerlinBerlin14195Germany
- Fritz Haber Institute of the Max Planck SocietyBerlin14195Germany
| | | | | | - Carol V. Robinson
- Physical and Theoretical Chemistry Laboratory, Department of ChemistryUniversity of OxfordOxfordOX1 3QUUK
- Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin BuildingUniversity of OxfordOxfordOX1 3QUUK
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10
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Shoff TA, Julian RR. Fragment Ion Abundance Reveals Information about Structure and Charge Localization in Highly Charged Proteins. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023. [PMID: 37477985 PMCID: PMC10401701 DOI: 10.1021/jasms.3c00196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/23/2023]
Abstract
Top-down mass spectrometry (MS) is a versatile tool that has been employed to investigate both protein sequence and structure. Although a variety of different fragmentation methods are available in top-down MS that can potentially yield structural information, quantifying differences between spectra remains challenging. Herein, we show that subtle differences in spectra produced by a variety of fragmentation methods are surprisingly sensitive to protein structure and/or charge localization, even in highly unfolded proteins observed in high charge states. In addition to exposing information about the protein structure, differences in fragmentation also reveal insight into the mechanisms underlying the dissociation methods themselves. The results further reveal that small changes in experimental parameters (such as the addition of methanol instead of acetonitrile) lead to changes in structure that are reflected in statistically reproducible differences in dissociation. Collisional annealing of structurally dissimilar ions in the gas phase eventually leads to dissociation spectra that are indistinguishable, suggesting that structural differences can be erased by sufficient thermal activation. Additional experiments illustrate that identical charge states of the same protein can be distinguished if those produced directly by electrospray are compared to ions manipulated by in vacuo proton-transfer charge reduction. Overall, the results show that subtle differences in both three-dimensional structure and charge-site localization can influence the abundance of fragment ions produced by top-down MS, including dissociation methods not typically thought to be structurally sensitive.
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Affiliation(s)
- Thomas A Shoff
- Department of Chemistry, University of California, Riverside, California 92521, United States
| | - Ryan R Julian
- Department of Chemistry, University of California, Riverside, California 92521, United States
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11
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Miller WB, Baluška F, Reber AS. A revised central dogma for the 21st century:all biology is cognitive information processing. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2023:S0079-6107(23)00057-3. [PMID: 37268025 DOI: 10.1016/j.pbiomolbio.2023.05.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/28/2023] [Accepted: 05/30/2023] [Indexed: 06/04/2023]
Abstract
Crick's Central Dogma has been a foundational aspect of 20th century biology, describing an implicit relationship governing the flow of information in biological systems in biomolecular terms. Accumulating scientific discoveries support the need for a revised Central Dogma to buttress evolutionary biology's still-fledgling migration from a Neodarwinian canon. A reformulated Central Dogma to meet contemporary biology is proposed: all biology is cognitive information processing. Central to this contention is the recognition that life is the self-referential state, instantiated within the cellular form. Self-referential cells act to sustain themselves and to do so, cells must be in consistent harmony with their environment. That consonance is achieved by the continuous assimilation of environmental cues and stresses as information to self-referential observers. All received cellular information must be analyzed to be deployed as cellular problem-solving to maintain homeorhetic equipoise. However, the effective implementation of information is definitively a function of orderly information management. Consequently, effective cellular problem-solving is information processing and management. The epicenter of that cellular information processing is its self-referential internal measurement. All further biological self-organization initiates from this obligate activity. As the internal measurement by cells of information is self-referential by definition, self-reference is biological self-organization, underpinning 21st century Cognition-Based Biology.
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Affiliation(s)
| | | | - Arthur S Reber
- Department of Psychology, University of British Columbia, Vancouver, BC, Canada.
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Liu Z, Chen X, Yang S, Tian R, Wang F. Integrated mass spectrometry strategy for functional protein complex discovery and structural characterization. Curr Opin Chem Biol 2023; 74:102305. [PMID: 37071953 DOI: 10.1016/j.cbpa.2023.102305] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 03/10/2023] [Accepted: 03/15/2023] [Indexed: 04/20/2023]
Abstract
The discovery of functional protein complex and the interrogation of the complex structure-function relationship (SFR) play crucial roles in the understanding and intervention of biological processes. Affinity purification-mass spectrometry (AP-MS) has been proved as a powerful tool in the discovery of protein complexes. However, validation of these novel protein complexes as well as elucidation of their molecular interaction mechanisms are still challenging. Recently, native top-down MS (nTDMS) is rapidly developed for the structural analysis of protein complexes. In this review, we discuss the integration of AP-MS and nTDMS in the discovery and structural characterization of functional protein complexes. Further, we think the emerging artificial intelligence (AI)-based protein structure prediction is highly complementary to nTDMS and can promote each other. We expect the hybridization of integrated structural MS with AI prediction to be a powerful workflow in the discovery and SFR investigation of functional protein complexes.
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Affiliation(s)
- Zheyi Liu
- CAS Key Laboratory of Separation Sciences for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiong Chen
- Department of Chemistry, College of Science, Southern University of Science and Technology, Shenzhen 518055, China
| | - Shirui Yang
- CAS Key Laboratory of Separation Sciences for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ruijun Tian
- Department of Chemistry, College of Science, Southern University of Science and Technology, Shenzhen 518055, China.
| | - Fangjun Wang
- CAS Key Laboratory of Separation Sciences for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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13
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Deschamps E, Calabrese V, Schmitz I, Hubert-Roux M, Castagnos D, Afonso C. Advances in Ultra-High-Resolution Mass Spectrometry for Pharmaceutical Analysis. Molecules 2023; 28:molecules28052061. [PMID: 36903305 PMCID: PMC10003995 DOI: 10.3390/molecules28052061] [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: 01/16/2023] [Revised: 02/16/2023] [Accepted: 02/19/2023] [Indexed: 02/25/2023] Open
Abstract
Pharmaceutical analysis refers to an area of analytical chemistry that deals with active compounds either by themselves (drug substance) or when formulated with excipients (drug product). In a less simplistic way, it can be defined as a complex science involving various disciplines, e.g., drug development, pharmacokinetics, drug metabolism, tissue distribution studies, and environmental contamination analyses. As such, the pharmaceutical analysis covers drug development to its impact on health and the environment. Moreover, due to the need for safe and effective medications, the pharmaceutical industry is one of the most heavily regulated sectors of the global economy. For this reason, powerful analytical instrumentation and efficient methods are required. In the last decades, mass spectrometry has been increasingly used in pharmaceutical analysis both for research aims and routine quality controls. Among different instrumental setups, ultra-high-resolution mass spectrometry with Fourier transform instruments, i.e., Fourier transform ion cyclotron resonance (FTICR) and Orbitrap, gives access to valuable molecular information for pharmaceutical analysis. In fact, thanks to their high resolving power, mass accuracy, and dynamic range, reliable molecular formula assignments or trace analysis in complex mixtures can be obtained. This review summarizes the principles of the two main types of Fourier transform mass spectrometers, and it highlights applications, developments, and future perspectives in pharmaceutical analysis.
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Affiliation(s)
- Estelle Deschamps
- Normandie Univ, COBRA, UMR 6014 and FR 3038, Université de Rouen, INSA de Rouen, CNRS, IRCOF, 1 rue Tesnières, CEDEX, 76821 Mont-Saint-Aignan, France
- ORIL Industrie, Servier Group, 13 r Auguste Desgenétais, 76210 Bolbec, France
| | - Valentina Calabrese
- Normandie Univ, COBRA, UMR 6014 and FR 3038, Université de Rouen, INSA de Rouen, CNRS, IRCOF, 1 rue Tesnières, CEDEX, 76821 Mont-Saint-Aignan, France
- Université de Lyon, Université Claude Bernard Lyon 1, Institut des Sciences Analytiques, CNRS UMR 5280, 5 Rue de La Doua, F-69100 Villeurbanne, France
| | - Isabelle Schmitz
- Normandie Univ, COBRA, UMR 6014 and FR 3038, Université de Rouen, INSA de Rouen, CNRS, IRCOF, 1 rue Tesnières, CEDEX, 76821 Mont-Saint-Aignan, France
| | - Marie Hubert-Roux
- Normandie Univ, COBRA, UMR 6014 and FR 3038, Université de Rouen, INSA de Rouen, CNRS, IRCOF, 1 rue Tesnières, CEDEX, 76821 Mont-Saint-Aignan, France
| | - Denis Castagnos
- ORIL Industrie, Servier Group, 13 r Auguste Desgenétais, 76210 Bolbec, France
| | - Carlos Afonso
- Normandie Univ, COBRA, UMR 6014 and FR 3038, Université de Rouen, INSA de Rouen, CNRS, IRCOF, 1 rue Tesnières, CEDEX, 76821 Mont-Saint-Aignan, France
- Correspondence:
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Mass spectrometry of intact membrane proteins: shifting towards a more native-like context. Essays Biochem 2023; 67:201-213. [PMID: 36807530 PMCID: PMC10070488 DOI: 10.1042/ebc20220169] [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: 11/17/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 02/23/2023]
Abstract
Integral membrane proteins are involved in a plethora of biological processes including cellular signalling, molecular transport, and catalysis. Many of these functions are mediated by non-covalent interactions with other proteins, substrates, metabolites, and surrounding lipids. Uncovering such interactions and deciphering their effect on protein activity is essential for understanding the regulatory mechanisms underlying integral membrane protein function. However, the detection of such dynamic complexes has proven to be challenging using traditional approaches in structural biology. Native mass spectrometry has emerged as a powerful technique for the structural characterisation of membrane proteins and their complexes, enabling the detection and identification of protein-binding partners. In this review, we discuss recent native mass spectrometry-based studies that have characterised non-covalent interactions of membrane proteins in the presence of detergents or membrane mimetics. We additionally highlight recent progress towards the study of membrane proteins within native membranes and provide our perspective on how these could be combined with recent developments in instrumentation to investigate increasingly complex biomolecular systems.
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He X, Chen X, Wang Y. Mass Spectrometry for Assessing Protein-Nucleic Acid Interactions. Anal Chem 2023; 95:115-127. [PMID: 36625126 PMCID: PMC9869667 DOI: 10.1021/acs.analchem.2c04353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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16
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Larson EJ, Pergande MR, Moss ME, Rossler KJ, Wenger RK, Krichel B, Josyer H, Melby JA, Roberts DS, Pike K, Shi Z, Chan HJ, Knight B, Rogers HT, Brown KA, Ong IM, Jeong K, Marty M, McIlwain SJ, Ge Y. MASH Native: A Unified Solution for Native Top-Down Proteomics Data Processing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.02.522513. [PMID: 36711733 PMCID: PMC9881860 DOI: 10.1101/2023.01.02.522513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Native top-down proteomics (nTDP) integrates native mass spectrometry (nMS) with top-down proteomics (TDP) to provide comprehensive analysis of protein complexes together with proteoform identification and characterization. Despite significant advances in nMS and TDP software developments, a unified and user-friendly software package for analysis of nTDP data remains lacking. Herein, we have developed MASH Native to provide a unified solution for nTDP to process complex datasets with database searching capabilities in a user-friendly interface. MASH Native supports various data formats and incorporates multiple options for deconvolution, database searching, and spectral summing to provide a one-stop shop for characterizing both native protein complexes and proteoforms. The MASH Native app, video tutorials, written tutorials and additional documentation are freely available for download at https://labs.wisc.edu/gelab/MASH_Explorer/MASHNativeSoftware.php . All data files shown in user tutorials are included with the MASH Native software in the download .zip file.
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The increasing role of structural proteomics in cyanobacteria. Essays Biochem 2022; 67:269-282. [PMID: 36503929 PMCID: PMC10070481 DOI: 10.1042/ebc20220095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/11/2022] [Accepted: 11/23/2022] [Indexed: 12/14/2022]
Abstract
Abstract
Cyanobacteria, also known as blue–green algae, are ubiquitous organisms on the planet. They contain tremendous protein machineries that are of interest to the biotechnology industry and beyond. Recently, the number of annotated cyanobacterial genomes has expanded, enabling structural studies on known gene-coded proteins to accelerate. This review focuses on the advances in mass spectrometry (MS) that have enabled structural proteomics studies to be performed on the proteins and protein complexes within cyanobacteria. The review also showcases examples whereby MS has revealed critical mechanistic information behind how these remarkable machines within cyanobacteria function.
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Seeing the complete picture: proteins in top-down mass spectrometry. Essays Biochem 2022; 67:283-300. [PMID: 36468679 DOI: 10.1042/ebc20220098] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 12/12/2022]
Abstract
Abstract
Top-down protein mass spectrometry can provide unique insights into protein sequence and structure, including precise proteoform identification and study of protein–ligand and protein–protein interactions. In contrast with the commonly applied bottom-up approach, top-down approaches do not include digestion of the protein of interest into small peptides, but instead rely on the ionization and subsequent fragmentation of intact proteins. As such, it is fundamentally the only way to fully characterize the composition of a proteoform. Here, we provide an overview of how a top-down protein mass spectrometry experiment is performed and point out recent applications from the literature to the reader. While some parts of the top-down workflow are broadly applicable, different research questions are best addressed with specific experimental designs. The most important divide is between studies that prioritize sequence information (i.e., proteoform identification) versus structural information (e.g., conformational studies, or mapping protein–protein or protein–ligand interactions). Another important consideration is whether to work under native or denaturing solution conditions, and the overall complexity of the sample also needs to be taken into account, as it determines whether (chromatographic) separation is required prior to MS analysis. In this review, we aim to provide enough information to support both newcomers and more experienced readers in the decision process of how to answer a potential research question most efficiently and to provide an overview of the methods that exist to answer these questions.
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Borotto NB, Richards TK. Rapid Online Oxidation of Proteins and Peptides via Electrospray-Accelerated Ozonation. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:2078-2086. [PMID: 36194498 DOI: 10.1021/jasms.2c00182] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Mass spectrometry-based analyses of protein conformation continue to grow in utilization due their speed, low sample requirements, and applicability to most protein systems. These techniques typically rely on chemical derivatization of proteins and as with all label-based analyses must ensure the integrity of the protein conformation throughout the duration of the labeling reaction. Hydroxyl radical footprinting of proteins and the recently developed fast fluoroalkylation of proteins attempt to bypass this consideration via rapid reactions that occur on time scales faster than protein folding, but they often require microfluidic setups or electromagnetic radiation sources. In this work, we demonstrate that ozonation of proteins and peptides, which normally occurs in the second to minute time scales, can be accelerated to the submillisecond to millisecond time scale with an electrospray ionization source. This rapid ozonation results in selective labeling of tryptophan and methionine residues. When applied to cytochrome C and carbonic anhydrase, this labeling technique is sensitive to solution conditions and correlates with solution-phase analyses of conformation. While significant work is still needed to characterize this fast chemical labeling strategy, it requires no complicated sample handling, electromagnetic radiation sources, or microfluidic systems outside of the electrospray source and may represent a facile alternative to other rapid labeling technologies that are utilized today.
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Affiliation(s)
- Nicholas B Borotto
- Department of Chemistry, University of Nevada, 1664 N. Virginia Street, Reno, Nevada 89557, United States
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