1
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Rahman M, Marzullo BP, Lam PY, Barrow MP, Holman SW, Ray AD, O'Connor PB. Unveiling the intricacy of gapmer oligonucleotides through advanced tandem mass spectrometry approaches and scan accumulation for 2DMS. Analyst 2024; 149:4687-4701. [PMID: 39101388 PMCID: PMC11382339 DOI: 10.1039/d4an00484a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
Antisense oligonucleotides (ASOs) are crucial for biological applications as they bind to complementary RNA sequences, modulating protein expression. ASOs undergo synthetic modifications like phosphorothioate (PS) backbone and locked nucleic acid (LNA) to enhance stability and specificity. Tandem mass spectrometry (MS) techniques were employed to study gapmer ASOs, which feature a DNA chain within RNA segments at both termini, revealing enhanced cleavages with ultraviolet photodissociation (UVPD) and complementary fragment ions from collision-induced dissociation (CID) and electron detachment dissociation (EDD). 2DMS, a data-independent analysis technique, allowed for comprehensive coverage and identification of shared fragments across multiple precursor ions. EDD fragmentation efficiency correlated with precursor ion charge states, with higher charges facilitating dissociation due to intramolecular repulsions. An electron energy of 22.8 eV enabled electron capture and radical-based cleavage. Accumulating multiple scans and generating average spectra improved signal intensity, aided by denoising algorithms. Data analysis utilised a custom Python script capable of handling modifications and generating unique mass lists.
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Affiliation(s)
- Mohammed Rahman
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
- Department of Physics, University of Warwick, Coventry, CV4 7AL, UK
| | - Bryan P Marzullo
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
| | - Pui Yiu Lam
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
| | - Stephen W Holman
- Chemical Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, AstraZeneca, SK10 2NA, UK
| | - Andrew D Ray
- New Modalities & Parental Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, SK10 2NA, UK
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
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2
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Bell RJ, Hage DS, Dodds ED. Two-Dimensional Fourier Transform Ion Cyclotron Resonance Mass Spectrometry of N-Linked Glycopeptides. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:1208-1216. [PMID: 38713472 DOI: 10.1021/jasms.4c00034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Glycosylation is a common modification across living organisms and plays a central role in understanding biological systems and disease. Our ability to probe the gylcome has grown exponentially in the past several decades. However, further improvements to the analytical toolbox available to researchers would allow for increased capabilities to probe structure and function of biological systems and to improve disease treatment. This article applies the developing technique of two-dimensional Fourier transform ion cyclotron resonance mass spectrometry to a glycoproteomic workflow for the standard glycoproteins coral tree lectin (CTL) and bovine ribonuclease B (BRB) to demonstrate its feasibility as a tool for glycoproteomic workflows. 2D infrared multiphoton dissociation and electron capture dissociation spectra of CTL reveal comparable structural information to their 1D counterparts, confirming the site of glycosylation and monosaccharide composition of the glycan. Spectra collected in 2D of BRB reveal correlation lines of fragment ion scans and vertical precursor ion scans for data collected using infrared multiphoton dissociation and diagonal cleavage lines for data collected by electron capture dissociation. The use of similar techniques for glycoproteomic analysis may prove valuable in instances where chromatographic separation is undesirable or quadrupole isolation is insufficient.
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Affiliation(s)
- Richard J Bell
- Department of Chemistry and University of Nebraska─Lincoln, Lincoln, Nebraska 68588-0304, United States
| | - David S Hage
- Department of Chemistry and University of Nebraska─Lincoln, Lincoln, Nebraska 68588-0304, United States
| | - Eric D Dodds
- Department of Chemistry and University of Nebraska─Lincoln, Lincoln, Nebraska 68588-0304, United States
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3
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Bell RJ, Hage DS, Dodds ED. Two-Dimensional Fourier Transform Ion Cyclotron Resonance Mass Spectrometry by Matrix-Assisted Laser Desorption Ionization. Anal Chem 2024; 96:6584-6587. [PMID: 38619932 DOI: 10.1021/acs.analchem.3c05601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
Two-dimensional Fourier transform ion cyclotron resonance (2D FTICR) mass spectrometry is a developing form of data-independent acquisition that allows for the simultaneous fragmentation and correlation of fragment ions to their precursors across a range of m/z values. The modern usage of 2D FTICR is performed using electrospray ionization (ESI) as the dried droplet preparation for matrix-assisted laser desorption ionization (MALDI) does not produce a consistent packet of ions over a number of scans. This work uses pneumatic spray techniques from mass spectrometry imaging to create a homogeneous surface for use with MALDI as an ionization source for 2D FTICR. A mixture of peptides and matrix was deposited onto a glass slide using an HTX pneumatic sprayer. MALDI was then used to ionize the peptide mixture for use with a standard 2D FTICR pulse sequence. The generated 2D spectrum reveals comparable structural information to spectra collected in a 1D experiment. Artifacts observed in the collected 2D MALDI spectra do not significantly differ from those expected from 2D ESI spectra.
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Affiliation(s)
- Richard J Bell
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, Nebraska 68588-0304, United States
| | - David S Hage
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, Nebraska 68588-0304, United States
| | - Eric D Dodds
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, Nebraska 68588-0304, United States
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4
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Rahman M, Marzullo B, Holman SW, Barrow M, Ray AD, O’Connor PB. Advancing PROTAC Characterization: Structural Insights through Adducts and Multimodal Tandem-MS Strategies. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:285-299. [PMID: 38197777 PMCID: PMC10853971 DOI: 10.1021/jasms.3c00342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/21/2023] [Accepted: 12/25/2023] [Indexed: 01/11/2024]
Abstract
Proteolysis targeting chimeras (PROTACs) are specialized molecules that bind to a target protein and a ubiquitin ligase to facilitate protein degradation. Despite their significance, native PROTACs have not undergone tandem mass spectrometry (MS) analysis. To address this gap, we conducted a pioneering investigation on the fragmentation patterns of two PROTACs in development, dBET1 and VZ185. Employing diverse cations (sodium, lithium, and silver) and multiple tandem-MS techniques, we enhanced their structural characterization. Notably, lithium cations facilitated comprehensive positive-mode coverage for dBET1, while negative polarity mode offered richer insights. Employing de novo structure determination on 2DMS data from degradation studies yielded crucial insights. In the case of VZ185, various charge states were observed, with [M + 2H]2+ revealing fewer moieties than [M + H]+ due to charge-related factors. Augmenting structural details through silver adducts suggested both charge-directed and charge-remote fragmentation. This comprehensive investigation identifies frequently dissociated bonds across multiple fragmentation techniques, pinpointing optimal approaches for elucidating PROTAC structures. The findings contribute to advancing our understanding of PROTACs, pivotal for their continued development as promising therapeutic agents.
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Affiliation(s)
- Mohammed Rahman
- Department
of Chemistry, University of Warwick, Coventry, CV4 7AL, U.K.
- Department
of Physics, University of Warwick, Coventry, CV4 7AL, U.K.
| | - Bryan Marzullo
- Department
of Chemistry, University of Warwick, Coventry, CV4 7AL, U.K.
| | - Stephen W. Holman
- Chemical
Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, SK10 4TF, U.K.
| | - Mark Barrow
- Department
of Chemistry, University of Warwick, Coventry, CV4 7AL, U.K.
| | - Andrew D. Ray
- New
Modalities and Parenteral Development, Pharmaceutical Technology &
Development, Operations, AstraZeneca, Macclesfield, SK10 4TF, U.K.
| | - Peter B. O’Connor
- Department
of Chemistry, University of Warwick, Coventry, CV4 7AL, U.K.
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5
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Littlejohn C, Li M, O’Connor PB. In Silico Demonstration of Two-Dimensional Mass Spectrometry Using Spatially Dependent Fragmentation. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:409-416. [PMID: 36744747 PMCID: PMC9983000 DOI: 10.1021/jasms.2c00241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 01/09/2023] [Accepted: 01/18/2023] [Indexed: 06/18/2023]
Abstract
Two-dimensional mass spectrometry (2DMS) allows for the analysis of complex mixtures of all kinds at high speed and resolution without data loss from isolation or biased acquisition, effectively generating tandem mass spectrometry information for all ions at once. Currently, this technique is limited to instruments utilizing an ion trap such as the Fourier transform ion cyclotron resonance or linear ion traps. To overcome this limitation, new fragmentation waveforms were used in either a temporal or spatial configuration, allowing for the application of 2DMS on a much wider array of instruments. A simulated example of a time-of-flight-based instrument is shown with the new waveforms, which allowed for the correlation of fragment ions to their respective precursors through the processing of the modulation of fragmentation intensity with a Fourier transform. This application indicated that 2D modulation and Fourier precursor/fragment intensity correlation are possible in any case where separation, either temporally or spatially, can be achieved, allowing 2DMS to be applied to almost every type of mass spectrometry instrument.
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Affiliation(s)
- Callan Littlejohn
- ASCDT,
Senate House, University of Warwick, Coventry, United KingdomCV4 7AL
| | - Meng Li
- Department
of Chemistry, University of Warwick, Coventry, United KingdomCV4 7AL
| | - Peter B. O’Connor
- Department
of Chemistry, University of Warwick, Coventry, United KingdomCV4 7AL
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6
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Morgan TE, Wootton CA, Marzullo B, Paris J, Kerr A, Ellacott SH, van Agthoven MA, Barrow MP, Bristow AWT, Perrier S, O'Connor PB. Characterization Across a Dispersity: Polymer Mass Spectrometry in the Second Dimension. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:2153-2161. [PMID: 34264672 DOI: 10.1021/jasms.1c00106] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Due to the natural dispersity that is present in synthetic polymers, an added complexity is always present in the analysis of polymeric species. Tandem mass spectrometry analysis requires the isolation of individual precursors before a fragmentation event to allow the unambiguous characterization of these species and is not viable at certain levels of complexity due to achievable isolation widths. Two-dimensional mass spectrometry (2DMS) fragments ions and correlates fragments with their corresponding precursors without the need for isolation. In this study, 2DMS electron capture dissociation (ECD) fragmentation of a polyoxazoline and polyacrylamide species was carried out, resulting in the analysis of byproducts and individual polymer species without the use of chromatographic techniques. This study shows that 2DMS ECD is a powerful tool for the analysis of polyacrylamide and polyoxazoline species and offers a new dimension in the characterization of polymers.
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Affiliation(s)
- Tomos E Morgan
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Christopher A Wootton
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Bryan Marzullo
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Johanna Paris
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Andrew Kerr
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Sean H Ellacott
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Maria A van Agthoven
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
| | - Anthony W T Bristow
- Chemical Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield SK10 2NA, United Kingdom
| | - Sebastien Perrier
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
- Warwick Medical School, University of Warwick, Coventry CV4 7AL, United Kingdom
- Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, VIC 3052, Australia
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry, West Midlands CV4 7AL, United Kingdom
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7
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Paris J, Morgan TE, Marzullo BP, Wootton CA, Barrow MP, O'Hara J, O'Connor PB. Two-Dimensional Mass Spectrometry Analysis of IgG1 Antibodies. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1716-1724. [PMID: 34152763 DOI: 10.1021/jasms.1c00096] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Two-dimensional mass spectrometry (2DMS) is a new, and theoretically ideal, data-independent analysis tool, which allows the characterization of a complex mixture and was used in the bottom-up analysis of IgG1 for the identification of post-translational modifications. The new peak picking algorithm allows the distinction between chimeric peaks in proteomics. In this application, the processing of 2DMS data correlates fragments to their corresponding precursors, with fragments from precursors which are <0.1 m/z at m/z 840 easily resolved, without the need for quadrupole or chromatographic separation.
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Affiliation(s)
- Johanna Paris
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Tomos E Morgan
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Bryan P Marzullo
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | | | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - John O'Hara
- UCB, 216 Bath Road, Slough SL1 3WE, United Kingdom
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
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8
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Marzullo BP, Morgan TE, Theisen A, Haris A, Wootton CA, Perry SJ, Saeed M, Barrow MP, O'Connor PB. Combining Ultraviolet Photodissociation and Two-Dimensional Mass Spectrometry: A Contemporary Approach for Characterizing Singly Charged Agrochemicals. Anal Chem 2021; 93:9462-9470. [PMID: 34192872 DOI: 10.1021/acs.analchem.1c01185] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Ultraviolet photodissociation (UVPD) has been shown to produce extensive structurally informative data for a variety of chemically diverse compounds. Herein, we demonstrate the performance of the 193 nm UVPD fragmentation technique on structural/moiety characterization of 14 singly charged agrochemicals. Two-dimensional mass spectrometry (2DMS) using infrared multiphoton dissociation (IRMPD) and electron-induced dissociation (EID) have previously been applied to a select range of singly charged pesticides. The ≥80% moiety coverage achieved for the majority of the species by the UVPD and 2D-UVPD methods was on par with and, in some cases, superior to the data obtained by other fragmentation techniques in previous studies, demonstrating that UVPD is viable for these types of species. A three-dimensional (3D) peak picking method was implemented to extract the data from the 2DMS spectrum, overcoming the limitations of the line extraction method used in previous studies, successfully separating precursor specific fragments with milli-Dalton accuracy. Whole spectrum internal calibration combined with 3D peak picking obtained sub-part-per-million (ppm) to part-per-billion (ppb) mass accuracies across the entire 2DMS spectrum.
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Affiliation(s)
- Bryan P Marzullo
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Tomos E Morgan
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Alina Theisen
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Anisha Haris
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | | | - Simon J Perry
- Product Metabolism & Analytical Sciences, Jealott's Hill International Research Centre, Syngenta, Bracknell, Berkshire RG42 6EY, United Kingdom
| | - Mansoor Saeed
- Product Metabolism & Analytical Sciences, Jealott's Hill International Research Centre, Syngenta, Bracknell, Berkshire RG42 6EY, United Kingdom
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
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9
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Phase Correction for Absorption Mode Two-Dimensional Mass Spectrometry. Molecules 2021; 26:molecules26113388. [PMID: 34205070 PMCID: PMC8199897 DOI: 10.3390/molecules26113388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/26/2021] [Accepted: 05/28/2021] [Indexed: 12/03/2022] Open
Abstract
Two-dimensional mass spectrometry (2D MS) is a tandem mass spectrometry method that relies on manipulating ion motions to correlate precursor and fragment ion signals. 2D mass spectra are obtained by performing a Fourier transform in both the precursor ion mass-to-charge ratio (m/z) dimension and the fragment ion m/z dimension. The phase of the ion signals evolves linearly in the precursor m/z dimension and quadratically in the fragment m/z dimension. This study demonstrates that phase-corrected absorption mode 2D mass spectrometry improves signal-to-noise ratios by a factor of 2 and resolving power by a factor of 2 in each dimension compared to magnitude mode. Furthermore, phase correction leads to an easier differentiation between ion signals and artefacts, and therefore easier data interpretation.
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10
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You Y, Song L, Young MD, van der Wielen M, Evans-Nguyen T, Riedel J, Shelley JT. Unsupervised Reconstruction of Analyte-Specific Mass Spectra Based on Time-Domain Morphology with a Modified Cross-Correlation Approach. Anal Chem 2021; 93:5009-5014. [PMID: 33729743 DOI: 10.1021/acs.analchem.0c04396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Concomitant species that appear at the same or very similar times in a mass-spectral analysis can clutter a spectrum because of the coexistence of many analyte-related ions (e.g., molecular ions, adducts, fragments). One method to extract ions stemming from the same origin is to exploit the chemical information encoded in the time domain, where the individual temporal appearances inside the complex structures of chronograms or chromatograms differ with respect to analytes. By grouping ions with very similar or identical time-domain structures, single-component mass spectra can be reconstructed, which are much easier to interpret and are library-searchable. While many other approaches address similar objectives through the Pearson's correlation coefficient, we explore an alternative method based on a modified cross-correlation algorithm to compute a metric that describes the degree of similarity between features inside any two ion chronograms. Furthermore, an automatic workflow was devised to be capable of categorizing thousands of mass-spectral peaks into different groups within a few seconds. This approach was tested with direct mass-spectrometric analyses as well as with a simple, fast, and poorly resolved LC-MS analysis. Single-component mass spectra were extracted in both cases and were identified based on accurate mass and a mass-spectral library search.
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Affiliation(s)
- Yi You
- Federal Institute for Materials Research and Testing (BAM), Berlin D-12489, Germany
| | - Linxia Song
- Department of Chemistry, University of South Florida, Tampa, Florida 33637, United States
| | - Montwaun D Young
- Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Matthew van der Wielen
- Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Theresa Evans-Nguyen
- Department of Chemistry, University of South Florida, Tampa, Florida 33637, United States
| | - Jens Riedel
- Federal Institute for Materials Research and Testing (BAM), Berlin D-12489, Germany
| | - Jacob T Shelley
- Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
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11
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Jané P, Chiron L, Bich G, Travé G, Nominé Y. A Computational Protocol to Analyze PDZ/PBM Affinity Data Obtained by High-Throughput Holdup Assay. Methods Mol Biol 2021; 2256:61-74. [PMID: 34014516 DOI: 10.1007/978-1-0716-1166-1_4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The holdup assay is an automated high-throughput comparative chromatographic retention approach that allows to measure quantitative binding intensities (BI) for a large number of domain-motif pairs and deduce equilibrium binding affinity constants. We routinely apply this approach to obtain quantitative binding specificity profiles of particular PDZ-binding motifs (PBMs) toward the full library of known human PDZ domains (the PDZome). The quality of the electropherograms extracted from the capillary electrophoresis instrument at the final step of the holdup assay may vary, influencing the accuracy and reproducibility of the measurement. By using bioinformatic tools, we can solve these issues to extract more reliable BIs by means of a better superimposition of the electropherograms. The protocol presented in this chapter describes the main principles and strategies of our curated method to process holdup data and new ways to plot and compare the BIs for the PBM-PDZ interactions. For this particular protocol, all the necessary computing commands are freely available in open Python packages.
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Affiliation(s)
- Pau Jané
- (Equipe labelisée Ligue, 2015) Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258 / CNRS UMR 7104 / Université de Strasbourg, Illkirch, France
| | | | - Goran Bich
- (Equipe labelisée Ligue, 2015) Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258 / CNRS UMR 7104 / Université de Strasbourg, Illkirch, France
| | - Gilles Travé
- (Equipe labelisée Ligue, 2015) Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258 / CNRS UMR 7104 / Université de Strasbourg, Illkirch, France
| | - Yves Nominé
- (Equipe labelisée Ligue, 2015) Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258 / CNRS UMR 7104 / Université de Strasbourg, Illkirch, France.
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12
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Jané P, Gógl G, Kostmann C, Bich G, Girault V, Caillet-Saguy C, Eberling P, Vincentelli R, Wolff N, Travé G, Nominé Y. Interactomic affinity profiling by holdup assay: Acetylation and distal residues impact the PDZome-binding specificity of PTEN phosphatase. PLoS One 2020; 15:e0244613. [PMID: 33382810 PMCID: PMC7774954 DOI: 10.1371/journal.pone.0244613] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/12/2020] [Indexed: 12/15/2022] Open
Abstract
Protein domains often recognize short linear protein motifs composed of a core conserved consensus sequence surrounded by less critical, modulatory positions. PTEN, a lipid phosphatase involved in phosphatidylinositol 3-kinase (PI3K) pathway, contains such a short motif located at the extreme C-terminus capable to recognize PDZ domains. It has been shown that the acetylation of this motif could modulate the interaction with several PDZ domains. Here we used an accurate experimental approach combining high-throughput holdup chromatographic assay and competitive fluorescence polarization technique to measure quantitative binding affinity profiles of the PDZ domain-binding motif (PBM) of PTEN. We substantially extended the previous knowledge towards the 266 known human PDZ domains, generating the full PDZome-binding profile of the PTEN PBM. We confirmed that inclusion of N-terminal flanking residues, acetylation or mutation of a lysine at a modulatory position significantly altered the PDZome-binding profile. A numerical specificity index is also introduced as an attempt to quantify the specificity of a given PBM over the complete PDZome. Our results highlight the impact of modulatory residues and post-translational modifications on PBM interactomes and their specificity.
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Affiliation(s)
- Pau Jané
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
| | - Gergő Gógl
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
| | - Camille Kostmann
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
| | - Goran Bich
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
| | - Virginie Girault
- Unité Récepteurs-canaux, Institut Pasteur, UMR 3571/CNRS, Paris, France
| | | | - Pascal Eberling
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
| | - Renaud Vincentelli
- Architecture et Fonction des Macromolécules Biologiques (AFMB), CNRS/Aix-Marseille Université, Marseille, France
| | - Nicolas Wolff
- Unité Récepteurs-canaux, Institut Pasteur, UMR 3571/CNRS, Paris, France
| | - Gilles Travé
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
| | - Yves Nominé
- (Equipe labelisée Ligue, 2015) Department of Integrative Structural Biology, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), INSERM U1258/CNRS UMR 7104/Université de Strasbourg, Illkirch, France
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13
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Halper M, Delsuc MA, Breuker K, van Agthoven MA. Narrowband Modulation Two-Dimensional Mass Spectrometry and Label-Free Relative Quantification of Histone Peptides. Anal Chem 2020; 92:13945-13952. [PMID: 32960586 PMCID: PMC7581016 DOI: 10.1021/acs.analchem.0c02843] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
![]()
Two-dimensional mass
spectrometry (2D MS) on a Fourier transform
ion cyclotron resonance (FT-ICR) mass analyzer allows for tandem mass
spectrometry without requiring ion isolation. In the ICR cell, the
precursor ion radii are modulated before fragmentation, which results
in modulation of the abundance of their fragments. The resulting 2D
mass spectrum enables a correlation between the precursor and fragment
ions. In a standard broadband 2D MS, the range of precursor ion cyclotron
frequencies is determined by the lowest mass-to-charge (m/z) ratio to be fragmented in the 2D MS experiment,
which leads to precursor ion m/z ranges that are much wider than necessary, thereby limiting the
resolving power for precursor ions and the accuracy of the correlation
between the precursor and fragment ions. We present narrowband modulation
2D MS, which increases the precursor ion resolving power by reducing
the precursor ion m/z range, with
the aim of resolving the fragment ion patterns of overlapping isotopic
distributions. In this proof-of-concept study, we compare broadband
and narrowband modulation 2D mass spectra of an equimolar mixture
of histone peptide isoforms. In narrowband modulation 2D MS, we were
able to separate the fragment ion patterns of all 13C isotopes
of the different histone peptide forms. We further demonstrate the
potential of narrowband 2D MS for label-free quantification of peptides.
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Affiliation(s)
- Matthias Halper
- Institute for Organic Chemistry, University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
| | - Marc-André Delsuc
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, INSERM U596, UMR 7104, Université de Strasbourg, 1 rue Laurent Fries, 67404 Illkirch-Graffenstaden, France.,CASC4DE, Pôle API, 300 Bd. Sébastien Grant, 67400 Illkirch-Graffenstaden, France
| | - Kathrin Breuker
- Institute for Organic Chemistry, University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
| | - Maria A van Agthoven
- Institute for Organic Chemistry, University of Innsbruck, Innrain 80/82, 6020 Innsbruck, Austria
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14
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Marzullo BP, Morgan TE, Wootton CA, Perry SJ, Saeed M, Barrow MP, O'Connor PB. Advantages of Two-Dimensional Electron-Induced Dissociation and Infrared Multiphoton Dissociation Mass Spectrometry for the Analysis of Agrochemicals. Anal Chem 2020; 92:11687-11695. [PMID: 32700900 DOI: 10.1021/acs.analchem.0c01585] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Analysis of agrochemicals in an environmental matrix is challenging because these samples contain multiple agrochemicals, their metabolites, degradation products, and endogenous compounds. The analysis of such complex samples is achieved using chromatographic separation techniques coupled to mass spectrometry. Herein, we demonstrate a two-dimensional mass spectrometry (2DMS) technique on a 12 T Fourier transform ion cyclotron resonance mass spectrometer that can analyze a mixture of agrochemicals without using chromatography or quadrupole isolation in a single experiment. The resulting 2DMS contour plot contains abundant tandem MS information for each component in the sample and correlates product ions to their corresponding precursor ions. Two different fragmentation methods are employed, infrared multiphoton dissociation (IRMPD) and electron-induced dissociation (EID), with 2DMS to analyze the mixture of singly charged agrochemicals. The product ions of one of the agrochemicals, pirimiphos-methyl, present in the sample was used to internally calibrate the entire 2DMS spectrum, achieving sub part per million (ppm) to part per billion (ppb) mass accuracies for all species analyzed. The work described in this study will show the advantages of the 2DMS approach, by grouping species with common fragments/core structure and mutual functional groups, using precursor lines and neutral loss lines. In addition, the rich spectral information obtained from IRMPD and EID 2DMS contour plots can accurately identify and characterize agrochemicals.
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Affiliation(s)
- Bryan P Marzullo
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | - Tomos E Morgan
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | | | - Simon J Perry
- Product Metabolism & Analytical Sciences, Jealott's Hill International Research Centre, Syngenta, Bracknell, Berkshire RG42 6EY, United Kingdom
| | - Mansoor Saeed
- Product Metabolism & Analytical Sciences, Jealott's Hill International Research Centre, Syngenta, Bracknell, Berkshire RG42 6EY, United Kingdom
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
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15
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Paris J, Morgan TE, Wootton CA, Barrow MP, O'Hara J, O'Connor PB. Facile Determination of Phosphorylation Sites in Peptides Using Two-Dimensional Mass Spectrometry. Anal Chem 2020; 92:6817-6821. [PMID: 32286050 DOI: 10.1021/acs.analchem.0c00884] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Detection and characterization of phosphopeptides by infrared multiphoton dissociation two-dimensional mass spectrometry (IRMPD 2DMS) is shown to be particularly effective. A mixture of phosphopeptides was analyzed by 2DMS without any prior separation. 2DMS enables the data independent analysis of the mixture and the correlation of the fragments to their precursor ions. The extraction of neutral loss lines corresponding to the loss of phosphate under IRMPD fragmentation allows the selective identification of phosphopeptides. Resonance of the 10.6 μm infrared radiation with the vibrational modes of the phosphate functional group produced efficient absorption and high cleavage coverage of the phosphopeptides at much lower irradiation fluence than for nonphosphorylated peptides improving discrimination. Additionally, the localization of the phosphate group was determined.
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Affiliation(s)
- Johanna Paris
- University of Warwick, Department of Chemistry, Coventry CV4 7AL, United Kingdom
| | - Tomos E Morgan
- University of Warwick, Department of Chemistry, Coventry CV4 7AL, United Kingdom
| | | | - Mark P Barrow
- University of Warwick, Department of Chemistry, Coventry CV4 7AL, United Kingdom
| | - John O'Hara
- UCB, 216 Bath Road, Slough SL1 3WE, United Kingdom
| | - Peter B O'Connor
- University of Warwick, Department of Chemistry, Coventry CV4 7AL, United Kingdom
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16
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van Agthoven MA, Kilgour DPA, Lynch AM, Barrow MP, Morgan TE, Wootton CA, Chiron L, Delsuc MA, O'Connor PB. Phase relationships in two-dimensional mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2019; 30:2594-2607. [PMID: 31617086 PMCID: PMC6914722 DOI: 10.1007/s13361-019-02308-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 07/29/2019] [Accepted: 08/02/2019] [Indexed: 05/14/2023]
Abstract
Two-dimensional mass spectrometry (2D MS) is a data-independent tandem mass spectrometry technique in which precursor and fragment ion species can be correlated without the need for prior ion isolation. The behavior of phase in 2D Fourier transform mass spectrometry is investigated with respect to the calculation of phase-corrected absorption-mode 2D mass spectra. 2D MS datasets have a phase that is defined differently in each dimension. In both dimensions, the phase behavior of precursor and fragment ions is found to be different. The dependence of the phase for both precursor and fragment ion signals on various parameters (e.g., modulation frequency, shape of the fragmentation zone) is discussed. Experimental data confirms the theoretical calculations of the phase in each dimension. Understanding the phase relationships in a 2D mass spectrum is beneficial to the development of possible algorithms for phase correction, which may improve both the signal-to-noise ratio and the resolving power of peaks in 2D mass spectra.
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Affiliation(s)
- Maria A van Agthoven
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - David P A Kilgour
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
- School of Science and Technology, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK
| | - Alice M Lynch
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
- Department of Computer Science, University of St Andrews, North Haugh, St Andrews, Fife, KY16 9SX, UK
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - Tomos E Morgan
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - Christopher A Wootton
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - Lionel Chiron
- CASC4DE, Le Lodge 20 av. du Neuhof, 67100, Strasbourg, France
| | - Marc-André Delsuc
- CASC4DE, Le Lodge 20 av. du Neuhof, 67100, Strasbourg, France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, INSERM, U596, CNRS, UMR7104, Université de Strasbourg, 1 rue Laurent Fries, 67404, Illkirch-Graffenstaden, France
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK.
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17
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Snyder DT, Szalwinski LJ, St John Z, Cooks RG. Two-Dimensional Tandem Mass Spectrometry in a Single Scan on a Linear Quadrupole Ion Trap. Anal Chem 2019; 91:13752-13762. [PMID: 31592640 DOI: 10.1021/acs.analchem.9b03123] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
A two-dimensional tandem mass spectrometry (2D MS/MS) scan has been developed for the linear quadrupole ion trap. Precursor ions are mass-selectively excited using a nonlinear ac frequency sweep at constant rf voltage, while simultaneously, all product ions of the excited precursor ions are ejected from the ion trap using a broad-band waveform. The fragmentation time of the precursor ions correlates with the precursor m/z value (the first mass dimension) and also with the ejection time of the product ions, allowing the correlation between precursor and product ions. Additionally, the second mass dimension (product ions' m/z values) is recovered through fast Fourier transform of each mass spectral peak, revealing either intentionally introduced "frequency tags" or the product ion micropacket frequencies, both of which can be converted to product ion m/z through the classical Mathieu parameters, thereby revealing a product ion mass spectrum for every precursor ion without prior isolation. We demonstrate the utility of this method for analyzing a broad range of structurally related precursor ions, including chemical warfare agent simulants, fentanyls and other opioids, amphetamines, cathinones, antihistamines, and tetracyclic antidepressants.
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Affiliation(s)
- Dalton T Snyder
- Department of Chemistry , Purdue University , West Lafayette , Indiana 47907 , United States
| | - Lucas J Szalwinski
- Department of Chemistry , Purdue University , West Lafayette , Indiana 47907 , United States
| | - Zachary St John
- Department of Chemistry , The College of New Jersey , Ewing Township , New Jersey 08618 , United States
| | - R Graham Cooks
- Department of Chemistry , Purdue University , West Lafayette , Indiana 47907 , United States
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18
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van Agthoven MA, Lam YPY, O'Connor PB, Rolando C, Delsuc MA. Two-dimensional mass spectrometry: new perspectives for tandem mass spectrometry. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2019; 48:213-229. [PMID: 30863873 PMCID: PMC6449292 DOI: 10.1007/s00249-019-01348-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 01/24/2019] [Accepted: 02/06/2019] [Indexed: 12/11/2022]
Abstract
Fourier transform ion cyclotron resonance mass analysers (FT-ICR MS) can offer the highest resolutions and mass accuracies in mass spectrometry. Mass spectra acquired in an FT-ICR MS can yield accurate elemental compositions of all compounds in a complex sample. Fragmentation caused by ion-neutral, ion-electron, or ion-photon interactions leads to more detailed structural information on compounds. The most often used method to correlate compounds and their fragment ions is to isolate the precursor ions from the sample before fragmentation. Two-dimensional mass spectrometry (2D MS) offers a method to correlate precursor and fragment ions without requiring precursor isolation. 2D MS therefore enables easy access to the fragmentation patterns of all compounds from complex samples. In this article, the principles of FT-ICR MS are reviewed and the 2D MS experiment is explained. Data processing for 2D MS is detailed, and the interpretation of 2D mass spectra is described.
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Affiliation(s)
- Maria A van Agthoven
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV47AL, UK
| | - Yuko P Y Lam
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV47AL, UK
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV47AL, UK
| | - Christian Rolando
- MSAP USR 3290, Université Lille, Sciences et Technologies, 59655, Villeneuve d'Ascq Cedex, France
| | - Marc-André Delsuc
- Institut de Génétique, Biologie Moléculaire et Cellulaire, INSERM, U596, CNRS, UMR7104, Université de Strasbourg, 1 rue Laurent Fries, 67404, Illkirch-Graffenstaden, France.
- CASC4DE, 20 avenue du Neuhof, 67100, Strasbourg, France.
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19
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Floris F, Chiron L, Lynch AM, Barrow MP, Delsuc MA, O'Connor PB. Application of Tandem Two-Dimensional Mass Spectrometry for Top-Down Deep Sequencing of Calmodulin. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2018; 29:1700-1705. [PMID: 29869327 PMCID: PMC6060996 DOI: 10.1007/s13361-018-1978-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 04/13/2018] [Accepted: 04/21/2018] [Indexed: 05/05/2023]
Abstract
Two-dimensional mass spectrometry (2DMS) involves simultaneous acquisition of the fragmentation patterns of all the analytes in a mixture by correlating their precursor and fragment ions by modulating precursor ions systematically through a fragmentation zone. Tandem two-dimensional mass spectrometry (MS/2DMS) unites the ultra-high accuracy of Fourier transform ion cyclotron resonance (FT-ICR) MS/MS and the simultaneous data-independent fragmentation of 2DMS to achieve extensive inter-residue fragmentation of entire proteins. 2DMS was recently developed for top-down proteomics (TDP), and applied to the analysis of calmodulin (CaM), reporting a cleavage coverage of about ~23% using infrared multiphoton dissociation (IRMPD) as fragmentation technique. The goal of this work is to expand the utility of top-down protein analysis using MS/2DMS in order to extend the cleavage coverage in top-down proteomics further into the interior regions of the protein. In this case, using MS/2DMS, the cleavage coverage of CaM increased from ~23% to ~42%. Graphical Abstract Two-dimensional mass spectrometry, when applied to primary fragment ions from the source, allows deep-sequencing of the protein calmodulin.
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Affiliation(s)
- Federico Floris
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK
| | - Lionel Chiron
- CASC4DE, 20 Avenue du Neuhof, 67100, Strasbourg, France
| | - Alice M Lynch
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK
| | - Marc-André Delsuc
- CASC4DE, 20 Avenue du Neuhof, 67100, Strasbourg, France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Institut National de la Santé et de la Recherche, U596; Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7104, Université de Strasbourg, 67404, Illkirch-Graffenstaden, France
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
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20
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Floris F, Chiron L, Lynch AM, Barrow MP, Delsuc MA, O’Connor PB. Top-Down Deep Sequencing of Ubiquitin Using Two-Dimensional Mass Spectrometry. Anal Chem 2018; 90:7302-7309. [DOI: 10.1021/acs.analchem.8b00500] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Federico Floris
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | - Lionel Chiron
- CASC4DE, 20 Avenue du Neuhof, 67100, Strasbourg, France
| | - Alice M. Lynch
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | - Mark P. Barrow
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | - Marc-André Delsuc
- CASC4DE, 20 Avenue du Neuhof, 67100, Strasbourg, France
- Institut de Génétique
et de Biologie Moléculaire et Cellulaire, Institut National
de la Santé et de la Recherche, U596; Centre National de la
Recherche Scientifique, Unité Mixte de Recherche 7104; Université
de Strasbourg, 67404, Illkirch-Graffenstaden, France
| | - Peter B. O’Connor
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
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21
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van Agthoven MA, Lynch AM, Morgan TE, Wootton CA, Lam YPY, Chiron L, Barrow MP, Delsuc MA, O'Connor PB. Can Two-Dimensional IR-ECD Mass Spectrometry Improve Peptide de Novo Sequencing? Anal Chem 2018; 90:3496-3504. [PMID: 29420878 DOI: 10.1021/acs.analchem.7b05324] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Two-dimensional mass spectrometry (2D MS) correlates precursor and fragment ions without ion isolation in a Fourier transform ion cyclotron resonance mass spectrometer (FTICR MS) for tandem mass spectrometry. Infrared activated electron capture dissociation (IR-ECD), using a hollow cathode configuration, generally yields more information for peptide sequencing in tandem mass spectrometry than ECD (electron capture dissociation) alone. The effects of the fragmentation zone on the 2D mass spectrum are investigated as well as the structural information that can be derived from it. The enhanced structural information gathered from the 2D mass spectrum is discussed in terms of how de novo peptide sequencing can be performed with increased confidence. 2D IR-ECD MS is shown to sequence peptides, to distinguish between leucine and isoleucine residues through the production of w ions as well as between C-terminal ( b/ c) and N-terminal ( y/ z) fragments through the use of higher harmonics, and to assign and locate peptide modifications.
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Affiliation(s)
- Maria A van Agthoven
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
| | - Alice M Lynch
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
| | - Tomos E Morgan
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
| | - Christopher A Wootton
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
| | - Yuko P Y Lam
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
| | - Lionel Chiron
- CASC4DE, Le Lodge , 20 av. du Neuhof , 67100 Strasbourg , France
| | - Mark P Barrow
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
| | - Marc-André Delsuc
- CASC4DE, Le Lodge , 20 av. du Neuhof , 67100 Strasbourg , France.,Institut de Génétique et de Biologie Moléculaire et Cellulaire, INSERM, U596; CNRS, UMR7104 , Université de Strasbourg , 1 rue Laurent Fries , 67404 Illkirch-Graffenstaden , France
| | - Peter B O'Connor
- Department of Chemistry , University of Warwick , Gibbet Hill Road , Coventry CV4 7AL , United Kingdom
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22
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Floris F, van Agthoven MA, Chiron L, Wootton CA, Lam PYY, Barrow MP, Delsuc MA, O'Connor PB. Bottom-Up Two-Dimensional Electron-Capture Dissociation Mass Spectrometry of Calmodulin. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2018; 29:207-210. [PMID: 28975559 DOI: 10.1007/s13361-017-1812-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 08/26/2017] [Accepted: 09/08/2017] [Indexed: 06/07/2023]
Abstract
Two-dimensional mass spectrometry (2D MS) is a tandem mass spectrometry technique that allows data-independent fragmentation of all precursors in a mixture without previous isolation, through modulation of the ion cyclotron frequency in the ICR-cell prior to fragmentation. Its power as an analytical technique has been proven particularly for proteomics. Recently, a comparison study between 1D and 2D MS has been performed using infrared multiphoton dissociation (IRMPD) on calmodulin (CaM), highlighting the capabilities of the technique in both top-down (TDP) and bottom-up proteomics (BUP). The goal of this work is to expand this study on CaM using electron-capture dissociation (ECD) 2D MS as a single complementary BUP experiment in order to enhance the cleavage coverage of the protein under analysis. By adding the results of the BUP 2D ECD MS to the 2D IRMPD MS analysis of CaM, the total cleavage coverage increased from ~40% to ~68%. Graphical abstract ᅟ.
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Affiliation(s)
| | | | | | | | | | | | - Marc-André Delsuc
- CASC4DE, Illkirch-Graffenstaden, France
- IGBMC, Illkirch-Graffenstaden, France
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23
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Floris F, Vallotto C, Chiron L, Lynch AM, Barrow MP, Delsuc MA, O’Connor PB. Polymer Analysis in the Second Dimension: Preliminary Studies for the Characterization of Polymers with 2D MS. Anal Chem 2017; 89:9892-9899. [DOI: 10.1021/acs.analchem.7b02086] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Federico Floris
- University of Warwick, Department of Chemistry, Coventry, CV4 7AL, United Kingdom
| | - Claudio Vallotto
- University of Warwick, Department of Chemistry, Coventry, CV4 7AL, United Kingdom
| | - Lionel Chiron
- CASC4DE, 20 Avenue du Neuhof, 67100, Strasbourg, France
| | - Alice M. Lynch
- University of Warwick, Department of Chemistry, Coventry, CV4 7AL, United Kingdom
| | - Mark P. Barrow
- University of Warwick, Department of Chemistry, Coventry, CV4 7AL, United Kingdom
| | - Marc-André Delsuc
- CASC4DE, 20 Avenue du Neuhof, 67100, Strasbourg, France
- Institut
de Génétique et de Biologie Moléculaire et Cellulaire,
Institut National de la Santé et de la Recherche, U596, Centre
National de la Recherche Scientifique, Unité Mixte de Recherche
7104, Université de Strasbourg, 67404 Illkirch-Graffenstaden, France
| | - Peter B. O’Connor
- University of Warwick, Department of Chemistry, Coventry, CV4 7AL, United Kingdom
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24
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Bray F, Bouclon J, Chiron L, Witt M, Delsuc MA, Rolando C. Nonuniform Sampling Acquisition of Two-Dimensional Fourier Transform Ion Cyclotron Resonance Mass Spectrometry for Increased Mass Resolution of Tandem Mass Spectrometry Precursor Ions. Anal Chem 2017; 89:8589-8593. [PMID: 28787122 DOI: 10.1021/acs.analchem.7b01850] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Obtaining the full MS/MS map for fragments and precursors of complex mixtures without hyphenation with chromatographic separation by a data-independent acquisition is a challenge in mass spectrometry which is solved by two-dimensional (2D) Fourier transform ion cyclotron resonance mass spectrometry (FTICR MS). Until now 2D FTICR MS afforded only a moderate resolution for precursor ion since this resolution is limited by the number of evolution interval steps to which the number of scans, the acquisition time, and the sample consumption are proportional. An overnight acquisition is already required to reach a quadrupole mass filter-like unit mass resolution. Here, we report that 2D FTICR MS using nonuniform sampling (NUS) obtained by randomly skipping points in the first dimension corresponding to the precursor selection gives access, after data processing, to the same structural information contained in a complex mixture. The resolution increases roughly as the inverse of the NUS ratio, up to 26 times at NUS 1/32, leading to an acquisition time reduced in the same ratio compared to a classical acquisition at the same resolution. As an example, the analysis of a natural oil is presented.
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Affiliation(s)
- Fabrice Bray
- Univ. Lille , CNRS, MSAP USR 3290, FR 3688 FRABIO, FR 2638 Institut Eugène-Michel Chevreul, F-59000 Lille, France
| | - Julien Bouclon
- Univ. Lille , CNRS, MSAP USR 3290, FR 3688 FRABIO, FR 2638 Institut Eugène-Michel Chevreul, F-59000 Lille, France.,École Normale Supérieure, PSL Research University , Département de Chimie, 24, Rue Lhomond, F-75005 Paris, France
| | - Lionel Chiron
- CASC4DE , Le Lodge, 20, Avenue du Neuhof, F-67100 Strasbourg, France
| | - Matthias Witt
- Bruker Daltonik , FTMS Applications, Fahrenheitstrasse 4, D-28359 Bremen, Germany
| | - Marc-André Delsuc
- Univ. Strasbourg , INSERM U596, CNRS UMR 7104, F-67404 Illkirch-Graffenstaden, France
| | - Christian Rolando
- Univ. Lille , CNRS, MSAP USR 3290, FR 3688 FRABIO, FR 2638 Institut Eugène-Michel Chevreul, F-59000 Lille, France
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25
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van Agthoven MA, O'Connor PB. Two-dimensional mass spectrometry in a linear ion trap, an in silico model. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2017; 31:674-684. [PMID: 28181731 DOI: 10.1002/rcm.7836] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 01/12/2017] [Accepted: 02/06/2017] [Indexed: 06/06/2023]
Abstract
RATIONALE Two-dimensional mass spectrometry (2D MS) is a technique that correlates precursor and product ions in a sample without requiring prior ion isolation. Until now, this technique has only been implemented on Fourier transform ion cyclotron resonance mass spectrometers. By coupling 2D MS techniques in linear ion traps (LITs) with a mass analyser with a fast duty cycle (e.g. time-of-flight), data-independent tandem mass spectrometry techniques can be compatible on a liquid chromatography (LC) or gas chromatography (GC) timescale. METHODS The feasibility of 2D MS in a LIT is explored using SIMION ion trajectory calculations. RESULTS By applying stored waveform inverse Fourier transform techniques for radial excitation on a LIT, the sizes of ion clouds were found to be modulated according to the ions' resonant frequencies in the LIT. By simulating a laser-based fragmentation at the centre of the LIT after the radius modulation step, product ion abundances were found to be modulated according to the resonant frequency of their precursor. CONCLUSIONS A 2D mass spectrum could be obtained using the results from the simulation. This in silico model shows the feasibility of 2D MS on a LIT. 2D MS in a LIT allows for tandem mass spectrometry without ion isolation. Copyright © 2017 John Wiley & Sons, Ltd.
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Affiliation(s)
- Maria A van Agthoven
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK
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26
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Floris F, van Agthoven M, Chiron L, Soulby AJ, Wootton CA, Lam YPY, Barrow MP, Delsuc MA, O'Connor PB. 2D FT-ICR MS of Calmodulin: A Top-Down and Bottom-Up Approach. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2016; 27:1531-1538. [PMID: 27431513 DOI: 10.1007/s13361-016-1431-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Revised: 06/02/2016] [Accepted: 06/03/2016] [Indexed: 06/06/2023]
Abstract
Two-dimensional Fourier transform ion cyclotron resonance mass spectrometry (2D FT-ICR MS) allows data-independent fragmentation of all ions in a sample and correlation of fragment ions to their precursors through the modulation of precursor ion cyclotron radii prior to fragmentation. Previous results show that implementation of 2D FT-ICR MS with infrared multi-photon dissociation (IRMPD) and electron capture dissociation (ECD) has turned this method into a useful analytical tool. In this work, IRMPD tandem mass spectrometry of calmodulin (CaM) has been performed both in one-dimensional and two-dimensional FT-ICR MS using a top-down and bottom-up approach. 2D IRMPD FT-ICR MS is used to achieve extensive inter-residue bond cleavage and assignment for CaM, using its unique features for fragment identification in a less time- and sample-consuming experiment than doing the same thing using sequential MS/MS experiments. Graphical Abstract ᅟ.
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Affiliation(s)
| | | | | | | | | | | | | | - Marc-André Delsuc
- CASC4DE, Illkirch-Graffenstaden, France
- IGBMC, Illkirch-Graffenstaden, France
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27
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Benigni P, Fernandez-Lima F. Oversampling Selective Accumulation Trapped Ion Mobility Spectrometry Coupled to FT-ICR MS: Fundamentals and Applications. Anal Chem 2016; 88:7404-12. [DOI: 10.1021/acs.analchem.6b01946] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Paolo Benigni
- Department of Chemistry and Biochemistry and ‡Biomolecular Sciences
Institute, Florida International University, Miami, Florida 33199, United States
| | - Francisco Fernandez-Lima
- Department of Chemistry and Biochemistry and ‡Biomolecular Sciences
Institute, Florida International University, Miami, Florida 33199, United States
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28
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van Agthoven MA, Wootton CA, Chiron L, Coutouly MA, Soulby A, Wei J, Barrow MP, Delsuc MA, Rolando C, O'Connor PB. Two-Dimensional Mass Spectrometry for Proteomics, a Comparative Study with Cytochrome c. Anal Chem 2016; 88:4409-17. [PMID: 26991046 DOI: 10.1021/acs.analchem.5b04878] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Two-dimensional Fourier transform ion cyclotron resonance mass spectrometry (2D FT-ICR MS) allows the correlation between precursor and fragment ions in tandem mass spectrometry without the need to isolate the precursor ion beforehand. 2D FT-ICR MS has been optimized as a data-independent method for the structural analysis of compounds in complex samples. Data processing methods and denoising algorithms have been developed to use it as an analytical tool. In the present study, the capabilities of 2D FT-ICR MS are explored with a tryptic digest of cytochrome c with both ECD and IRMPD as fragmentation modes. The 2D mass spectra showed useful fragmentation patterns of peptides over a dynamic range of almost 400. By using a quadratic calibration, fragment ion peaks could be successfully assigned. The correlation between precursor and fragment ions in the 2D mass spectra was more accurate than in MS/MS spectra after quadrupole isolation, due to the limitations of quadrupole isolation. The use of the second dimension allowed for successful fragment assignment from precursors that were separated by only m/z 0.0156. The resulting cleavage coverage of cytochrome c almost matched data provided by high-resolution FT-ICR MS/MS analysis, but the 2D FT-ICR MS method required only one experimental scan.
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Affiliation(s)
- Maria A van Agthoven
- Department of Chemistry, University of Warwick , Gibbet Hill Road, CV4 7AL Coventry, West Midlands, United Kingdom
| | - Christopher A Wootton
- Department of Chemistry, University of Warwick , Gibbet Hill Road, CV4 7AL Coventry, West Midlands, United Kingdom
| | - Lionel Chiron
- CASC4DE, Le Lodge, 20, av. du Neuhof, 67100 Strasbourg, France
| | - Marie-Aude Coutouly
- NMRTEC, Bld. Sébastien Brandt, Bioparc - Bat. B, 67400 Illkirch-Graffenstaden, France
| | - Andrew Soulby
- Department of Chemistry, University of Warwick , Gibbet Hill Road, CV4 7AL Coventry, West Midlands, United Kingdom
| | - Juan Wei
- Department of Chemistry, University of Warwick , Gibbet Hill Road, CV4 7AL Coventry, West Midlands, United Kingdom
| | - Mark P Barrow
- Department of Chemistry, University of Warwick , Gibbet Hill Road, CV4 7AL Coventry, West Midlands, United Kingdom
| | - Marc-André Delsuc
- CASC4DE, Le Lodge, 20, av. du Neuhof, 67100 Strasbourg, France.,Institut de Génétique et de Biologie Moléculaire et Cellulaire, INSERM, U596; CNRS, UMR7104; Université de Strasbourg , 1 rue Laurent Fries, 67404 Illkirch-Graffenstaden, France
| | - Christian Rolando
- Université de Lille, CNRS, USR 3290, MSAP, Miniaturisation pour la Synthèse l'Analyse et la Protéomique, FR 3688, FRABIO, Biochimie Structurale & Fonctionnelle des Assemblages Biomoléculaires, and FR 2638, Institut Eugène-Michel Chevreul, F-59000 Lille, France
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick , Gibbet Hill Road, CV4 7AL Coventry, West Midlands, United Kingdom
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29
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Qi Y, Volmer DA. Structural analysis of small to medium-sized molecules by mass spectrometry after electron-ion fragmentation (ExD) reactions. Analyst 2016; 141:794-806. [PMID: 26725919 DOI: 10.1039/c5an02171e] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Electron capture dissociation (ECD) is a tandem mass spectrometry (MS/MS) method that utilizes the interaction of ions and electrons. Its unique ability to preserve labile bonds distinguishes it from conventional threshold-based MS/MS methods, the most important of which is collision-induced dissociation (CID). During the last decade, ECD has opened up several new venues in protein analyses, for example top-down sequencing, identification of post-translational modifications, and characterization of protein-protein interactions. In recent years, a number of related dissociation techniques, so-called ExD techniques, particularly electron transfer dissociation (ETD), electron detachment dissociation (EDD), electron induced dissociation (EID), and negative electron transfer dissociation (NETD), have emerged and have extended the application range of ion-electron dissociations further. Importantly, ExD techniques have been applied beyond protein analyses, which is the focus of the current paper. This short introduction describes the application of ExD to small and medium-sized molecules and reviews important applications to natural products, biomedical compounds, synthetic molecules, crude oils, and environmental toxins.
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Affiliation(s)
- Yulin Qi
- Institute of Bioanalytical Chemistry, Saarland University, 66123 Saarbrücken, Germany.
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30
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Simon HJ, van Agthoven MA, Lam PY, Floris F, Chiron L, Delsuc MA, Rolando C, Barrow MP, O'Connor PB. Uncoiling collagen: a multidimensional mass spectrometry study. Analyst 2016; 141:157-65. [DOI: 10.1039/c5an01757b] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Two dimensional mass spectrometry can provide structural information on all peptide ions simultaneously from the tryptic digest of a large protein complex.
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Affiliation(s)
- H. J. Simon
- Department of Chemistry
- University of Warwick
- Coventry
- UK
| | | | - P. Y. Lam
- Department of Chemistry
- University of Warwick
- Coventry
- UK
| | - F. Floris
- Department of Chemistry
- University of Warwick
- Coventry
- UK
| | - L. Chiron
- CASC4DE
- Le Lodge
- 67100 Strasbourg
- France
| | - M.-A. Delsuc
- CASC4DE
- Le Lodge
- 67100 Strasbourg
- France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire
| | - C. Rolando
- Université de Lille
- CNRS
- USR 3290
- MSAP
- Miniaturisation pour la Synthèse l'Analyse et la Protéomique
| | - M. P. Barrow
- Department of Chemistry
- University of Warwick
- Coventry
- UK
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31
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van Agthoven MA, Barrow MP, Chiron L, Coutouly MA, Kilgour D, Wootton CA, Wei J, Soulby A, Delsuc MA, Rolando C, O'Connor PB. Differentiating Fragmentation Pathways of Cholesterol by Two-Dimensional Fourier Transform Ion Cyclotron Resonance Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:2105-14. [PMID: 26184984 DOI: 10.1007/s13361-015-1226-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 05/18/2015] [Accepted: 05/20/2015] [Indexed: 05/21/2023]
Abstract
Two-dimensional Fourier transform ion cyclotron resonance mass spectrometry is a data-independent analytical method that records the fragmentation patterns of all the compounds in a sample. This study shows the implementation of atmospheric pressure photoionization with two-dimensional (2D) Fourier transform ion cyclotron resonance mass spectrometry. In the resulting 2D mass spectrum, the fragmentation patterns of the radical and protonated species from cholesterol are differentiated. This study shows the use of fragment ion lines, precursor ion lines, and neutral loss lines in the 2D mass spectrum to determine fragmentation mechanisms of known compounds and to gain information on unknown ion species in the spectrum. In concert with high resolution mass spectrometry, 2D Fourier transform ion cyclotron resonance mass spectrometry can be a useful tool for the structural analysis of small molecules. Graphical Abstract ᅟ.
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Affiliation(s)
| | - Mark P Barrow
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK
| | - Lionel Chiron
- NMRTEC, Bld. Sébastien Brandt, Bioparc - Bat. B, 67400, Illkirch-Graffenstaden, France
| | - Marie-Aude Coutouly
- NMRTEC, Bld. Sébastien Brandt, Bioparc - Bat. B, 67400, Illkirch-Graffenstaden, France
| | - David Kilgour
- School of Pharmacy, University of Maryland, Baltimore, MD, 21201, USA
| | | | - Juan Wei
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK
| | - Andrew Soulby
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK
| | - Marc-André Delsuc
- NMRTEC, Bld. Sébastien Brandt, Bioparc - Bat. B, 67400, Illkirch-Graffenstaden, France
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, INSERM, U596; CNRS, UMR7104, Université de Strasbourg, 1 rue Laurent Fries, 67404, Illkirch-Graffenstaden, France
| | - Christian Rolando
- Miniaturisation pour la Synthèse, l'Analyse & la Protéomique (MSAP), USR CNRS 3290, and Protéomique, Modifications Post-traductionnelles et Glycobiologie, IFR 147 and Institut Eugène-Michel Chevreul, FR CNRS 2638, Université de Lille 1 Sciences et Technologies, 59655, Villeneuve d'Ascq Cedex, France
| | - Peter B O'Connor
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, UK.
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Qi Y, O'Connor PB. Data processing in Fourier transform ion cyclotron resonance mass spectrometry. MASS SPECTROMETRY REVIEWS 2014; 33:333-352. [PMID: 24403247 DOI: 10.1002/mas.21414] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2013] [Revised: 09/12/2013] [Accepted: 09/25/2013] [Indexed: 06/03/2023]
Abstract
The Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometer intricately couples advanced physics, instrumentation, and electronics with chemical and particularly biochemical research. However, general understanding of the data processing methodologies used lags instrumentation, and most data processing algorithms we are familiar with in FT-ICR are not well studied; thus, professional skill and training in FT-ICR operation and data analysis is still the key to achieve high performance in FT-ICR. This review article is focused on FT-ICR data processing, and explains the procedures step-by-step for users with the goal of maximizing spectral features, such as mass accuracy, resolving power, dynamic range, and detection limits.
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Affiliation(s)
- Yulin Qi
- Department of Chemistry, University of Warwick, Coventry, CV4 7AL, United Kingdom
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33
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Chiron L, van Agthoven MA, Kieffer B, Rolando C, Delsuc MA. Efficient denoising algorithms for large experimental datasets and their applications in Fourier transform ion cyclotron resonance mass spectrometry. Proc Natl Acad Sci U S A 2014; 111:1385-90. [PMID: 24390542 PMCID: PMC3910649 DOI: 10.1073/pnas.1306700111] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Modern scientific research produces datasets of increasing size and complexity that require dedicated numerical methods to be processed. In many cases, the analysis of spectroscopic data involves the denoising of raw data before any further processing. Current efficient denoising algorithms require the singular value decomposition of a matrix with a size that scales up as the square of the data length, preventing their use on very large datasets. Taking advantage of recent progress on random projection and probabilistic algorithms, we developed a simple and efficient method for the denoising of very large datasets. Based on the QR decomposition of a matrix randomly sampled from the data, this approach allows a gain of nearly three orders of magnitude in processing time compared with classical singular value decomposition denoising. This procedure, called urQRd (uncoiled random QR denoising), strongly reduces the computer memory footprint and allows the denoising algorithm to be applied to virtually unlimited data size. The efficiency of these numerical tools is demonstrated on experimental data from high-resolution broadband Fourier transform ion cyclotron resonance mass spectrometry, which has applications in proteomics and metabolomics. We show that robust denoising is achieved in 2D spectra whose interpretation is severely impaired by scintillation noise. These denoising procedures can be adapted to many other data analysis domains where the size and/or the processing time are crucial.
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Affiliation(s)
- Lionel Chiron
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Institut National de la Santé et de la Recherche, U596; Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7104; Université de Strasbourg, 67404 Illkirch-Graffenstaden, France, and
| | - Maria A. van Agthoven
- Miniaturisation pour la Synthèse, l'Analyse et la Protéomique, Centre National de la Recherche Scientifique, Unité de Service et de Recherche 3290, and Protéomique, Modifications Post-traductionnelles et Glycobiologie, Université de Lille 1 Sciences et Technologies, 59655 Villeneuve d’Ascq Cedex, France
| | - Bruno Kieffer
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Institut National de la Santé et de la Recherche, U596; Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7104; Université de Strasbourg, 67404 Illkirch-Graffenstaden, France, and
| | - Christian Rolando
- Miniaturisation pour la Synthèse, l'Analyse et la Protéomique, Centre National de la Recherche Scientifique, Unité de Service et de Recherche 3290, and Protéomique, Modifications Post-traductionnelles et Glycobiologie, Université de Lille 1 Sciences et Technologies, 59655 Villeneuve d’Ascq Cedex, France
| | - Marc-André Delsuc
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Institut National de la Santé et de la Recherche, U596; Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7104; Université de Strasbourg, 67404 Illkirch-Graffenstaden, France, and
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34
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Towards analytically useful two-dimensional Fourier transform ion cyclotron resonance mass spectrometry. Anal Bioanal Chem 2012; 405:51-61. [PMID: 23076397 DOI: 10.1007/s00216-012-6422-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Revised: 08/06/2012] [Accepted: 09/12/2012] [Indexed: 10/27/2022]
Abstract
Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometry (MS) achieves high resolution and mass accuracy, allowing the identification of the raw chemical formulae of ions in complex samples. Using ion isolation and fragmentation (MS/MS), we can obtain more structural information, but MS/MS is time- and sample-consuming because each ion must be isolated before fragmentation. In 1987, Pfändler et al. proposed an experiment for 2D FT-ICR MS in order to fragment ions without isolating them and to visualize the fragmentations of complex samples in a single 2D mass spectrum, like 2D NMR spectroscopy. Because of limitations of electronics and computers, few studies have been conducted with this technique. The improvement of modern computers and the use of digital electronics for FT-ICR hardware now make it possible to acquire 2D mass spectra over a broad mass range. The original experiments used in-cell collision-induced dissociation, which caused a loss of resolution. Gas-free fragmentation modes such as infrared multiphoton dissociation and electron capture dissociation allow one to measure high-resolution 2D mass spectra. Consequently, there is renewed interest to develop 2D FT-ICR MS into an efficient analytical method. Improvements introduced in 2D NMR spectroscopy can also be transposed to 2D FT-ICR MS. We describe the history of 2D FT-ICR MS, introduce recent improvements, and present analytical applications to map the fragmentation of peptides. Finally, we provide a glossary which defines a few keywords for the 2D FT-ICR MS field.
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