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Grifnée E, Kune C, Delvaux C, Tilmant T, Quinton L, Matagne A, Mazzucchelli G, Far J, De Pauw E. Investigation of Structure-Stabilizing Elements in Proteins by Ion Mobility Mass Spectrometry and Collision-Induced Unfolding. J Am Soc Mass Spectrom 2024. [PMID: 38660944 DOI: 10.1021/jasms.3c00398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
A recently developed proteolytic reactor, designed for protein structural investigation, was coupled to ion mobility mass spectrometry to monitor collisional cross section (CCS) evolution of model proteins undergoing trypsin-mediated mono enzymatic digestion. As peptides are released during digestion, the CCS of the remaining protein structure may deviate from the classical 2/3 power of the CCS-mass relationship for spherical structures. The classical relationship between CCS and mass (CCS = A × M2/3) for spherical structures, assuming a globular shape in the gas phase, may deviate as stabilizing elements are lost during digestion. In addition, collision-induced unfolding (CIU) experiments on partially digested proteins provided insights into the CCS resilience in the gas phase to ion activation, potentially due to the presence of stabilizing elements. The study initially investigated a model peptide ModBea (3 kDa), assessing the impact of disulfide bridges on CCS resilience in both reduced and oxidized forms. Subsequently, β-lactoglobulin (2 disulfide bridges), calmodulin (Ca2+ coordination cation), and cytochrome c (heme) were selected to investigate the influence of common structuring elements on CCS resilience. CIU experiments probed the unfolding process, evaluating the effect of losing specific peptides on the energy landscapes of partially digested proteins. Comparisons of the TWCCSN2→He to trend curves describing the CCS/mass relationship revealed that proteins with structure-stabilizing elements consistently exhibit TWCCSN2→He and greater resilience toward CIU compared to proteins lacking these elements. The integration of online digestion, ion mobility, and CIU provides a valuable tool for identifying structuring elements in biopolymers in the gas phase.
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Affiliation(s)
- Elodie Grifnée
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Cédric Delvaux
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Thomas Tilmant
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - André Matagne
- Laboratory of Enzymology and Protein Folding, Center for Protein Engineering, InBioS Research Unit, University of Liège, B-4000 Liège, Belgium
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
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Nokin MJ, Durieux F, Peixoto P, Chiavarina B, Peulen O, Blomme A, Turtoi A, Costanza B, Smargiasso N, Baiwir D, Scheijen JL, Schalkwijk CG, Leenders J, De Tullio P, Bianchi E, Thiry M, Uchida K, Spiegel DA, Cochrane JR, Hutton CA, De Pauw E, Delvenne P, Belpomme D, Castronovo V, Bellahcène A. Correction: Methylglyoxal, a glycolysis side-product, induces Hsp90 glycation and YAP-mediated tumor growth and metastasis. eLife 2024; 13:e96613. [PMID: 38319293 PMCID: PMC10846855 DOI: 10.7554/elife.96613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2024] Open
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Turtoi A, Mottet D, Matheus N, Dumont B, Peixoto P, Hennequière V, Deroanne C, Colige A, De Pauw E, Bellahcène A, Castronovo V. Correction: The angiogenesis suppressor gene AKAP12 is under the epigenetic control of HDAC7 in endothelial cells. Angiogenesis 2024; 27:121-122. [PMID: 37934326 DOI: 10.1007/s10456-023-09898-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Affiliation(s)
- Andrei Turtoi
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium.
- Laboratory of Mass Spectrometry, University of Liège, Bat. B6C, 4000, Liège, Belgium.
| | - Denis Mottet
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Nicolas Matheus
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Bruno Dumont
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Paul Peixoto
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Vincent Hennequière
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Christophe Deroanne
- Laboratory of Connective Tissues Biology, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Alain Colige
- Laboratory of Connective Tissues Biology, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry, University of Liège, Bat. B6C, 4000, Liège, Belgium
| | - Akeila Bellahcène
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium
| | - Vincent Castronovo
- Metastasis Research Laboratory, GIGA-Cancer, University Hospital, University of Liège, Bat. B23, CHU Sart Tilman, 4000, Liège, Belgium.
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Muller HB, Scholl G, Far J, De Pauw E, Eppe G. Sliding Windows in Ion Mobility (SWIM): A New Approach to Increase the Resolving Power in Trapped Ion Mobility-Mass Spectrometry Hyphenated with Chromatography. Anal Chem 2023; 95:17586-17594. [PMID: 37976440 DOI: 10.1021/acs.analchem.3c03039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Over the past decade, the separation efficiency achieved by linear IMS instruments has increased substantially, with state-of-the-art IM technologies, such as the trapped ion mobility (TIMS), the cyclic traveling wave ion mobility (cTWIMS), and the structure for lossless ion manipulation (SLIM) platforms commonly demonstrating resolving powers in excess of 200. However, for complex sample analysis that require front end separation, the achievement of such high resolving power in TIMS is significantly hampered, since the ion mobility range must be broad enough to analyze all the classes of compounds of interest, whereas the IM analysis time must be short enough to cope with the time scale of the preseparation technique employed. In this paper, we introduce the concept of sliding windows in ion mobility (SWIM) for chromatography hyphenated TIMS applications that bypasses the need to use a wide and fixed IM range by using instead narrow and mobile ion mobility windows that adapt to the analytes' ion mobility during chromatographic separation. GC-TIMS-MS analysis of a mixture of 174 standards from several halogenated persistent organic pollutant (POP) classes, including chlorinated and brominated dioxins, biphenyls, and PBDEs, demonstrated that the average IM resolving power could be increased up to 40% when the SWIM mode was used, thereby greatly increasing the method selectivity for the analysis of complex samples.
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Affiliation(s)
- Hugo B Muller
- Mass Spectrometry Laboratory, University of Liège, Liège 4000, Belgium
| | - Georges Scholl
- Mass Spectrometry Laboratory, University of Liège, Liège 4000, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, University of Liège, Liège 4000, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, University of Liège, Liège 4000, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, University of Liège, Liège 4000, Belgium
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Radwanska M, de Lemos Esteves F, Linsen L, Coltel N, Cencig S, Widart J, Massart AC, Colson S, Di Paolo A, Percier P, Ait Djebbara S, Guillonneau F, Flamand V, De Pauw E, Frère JM, Carlier Y, Truyens C. Macrophage-infectivity potentiator of Trypanosoma cruzi (TcMIP) is a new pro-type 1 immuno-stimulating protein for neonatal human cells and vaccines in mice. Front Immunol 2023; 14:1138526. [PMID: 37033946 PMCID: PMC10077492 DOI: 10.3389/fimmu.2023.1138526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 02/27/2023] [Indexed: 04/11/2023] Open
Abstract
This work identifies the protein "macrophage infectivity potentiator" of Trypanosoma cruzi trypomastigotes, as supporting a new property, namely a pro-type 1 immunostimulatory activity on neonatal cells. In its recombinant form (rTcMIP), this protein triggers the secretion of the chemokines CCL2 and CCL3 by human umbilical cord blood cells from healthy newborns, after 24h in vitro culture. Further stimulation for 72h results in secretion of IFN-γ, provided cultures are supplemented with IL-2 and IL-18. rTcMIP activity is totally abolished by protease treatment and is not associated with its peptidyl-prolyl cis-trans isomerase enzymatic activity. The ability of rTcMIP to act as adjuvant was studied in vivo in neonatal mouse immunization models, using acellular diphtheria-tetanus-pertussis-vaccine (DTPa) or ovalbumin, and compared to the classical alum adjuvant. As compared to the latter, rTcMIP increases the IgG antibody response towards several antigens meanwhile skewing antibody production towards the Th-1 dependent IgG2a isotype. The amplitude of the rTcMIP adjuvant effect varied depending on the antigen and the co-presence of alum. rTcMIP did by contrast not increase the IgE response to OVA combined with alum. The discovery of the rTcMIP immunostimulatory effect on neonatal cells opens new possibilities for potential use as pro-type 1 adjuvant for neonatal vaccines. This, in turn, may facilitate the development of more efficient vaccines that can be given at birth, reducing infection associated morbidity and mortality which are the highest in the first weeks after birth.
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Affiliation(s)
- Magdalena Radwanska
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | | | - Loes Linsen
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Nicolas Coltel
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Sabrina Cencig
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Joelle Widart
- Laboratory of Mass Spectrometry (LSM), Department of Chemistry, Université de Liège, Liège, Belgium
| | - Anne-Cécile Massart
- Laboratory of Mass Spectrometry (LSM), Department of Chemistry, Université de Liège, Liège, Belgium
| | - Séverine Colson
- Center for Protein Engineering (CIP), Université de Liège (ULg), Liège, Belgium
| | - Alexandre Di Paolo
- Center for Protein Engineering (CIP), Université de Liège (ULg), Liège, Belgium
| | - Pauline Percier
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Sarra Ait Djebbara
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - François Guillonneau
- Laboratory of Mass Spectrometry (LSM), Department of Chemistry, Université de Liège, Liège, Belgium
| | - Véronique Flamand
- Institute for Medical Immunology (IMI), and ULB Center for Research in Immunology (U-CRI), Gosselies, Belgium
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry (LSM), Department of Chemistry, Université de Liège, Liège, Belgium
| | - Jean-Marie Frère
- Center for Protein Engineering (CIP), Université de Liège (ULg), Liège, Belgium
| | - Yves Carlier
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Department of Tropical Medicine, School of Public Health and Tropical Medicine, Tulane University, New Orleans, MA, United States
| | - Carine Truyens
- Laboratory of Parasitology, Faculty of Medicine, and ULB Center for Research in Immunology (UCRI), Université Libre de Bruxelles (ULB), Brussels, Belgium
- *Correspondence: Carine Truyens,
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Hustin J, Kune C, Far J, Eppe G, Debois D, Quinton L, De Pauw E. Differential Kendrick's Plots as an Innovative Tool for Lipidomics in Complex Samples: Comparison of Liquid Chromatography and Infusion-Based Methods to Sample Differential Study. J Am Soc Mass Spectrom 2022; 33:2273-2282. [PMID: 36378810 DOI: 10.1021/jasms.2c00232] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Lipidomics has developed rapidly over the past decade. Nontargeted lipidomics from biological samples remains a challenge due to the high structural diversity, the concentration range of lipids, and the complexity of biological samples. We introduce here the use of differential Kendrick's plots as a rapid visualization tool for a qualitative nontargeted analysis of lipids categories and classes from data generated by either liquid chromatography-mass spectrometry (LC-MS) or direct infusion (nESI-MS). Each lipid class is easily identified by comparison with the theoretical Kendrick plot pattern constructed from exact mass measurements and by using MSKendrickFilter, an in-house Python software. The lipids are identified with the LIPID MAPS database. In addition, in LC-MS, the software based on the Kendrick plots returns the retention time from all the lipids belonging to the same series. Lipid extracts from a yeast (Saccharomyces cerevisiae) are used as a model. An on/off case comparing Kendrick plots from two cell lines (prostate cancer cell lines treated or not with a DGAT2 inhibition) clearly shows the effect of the inhibition. Our study demonstrates the good performance of direct infusion as a fast qualitative screening method as well as for the analysis of chromatograms. A fast screening semiquantitative approach is also possible, while the targeted mode remains the golden standard for precise quantitative analysis.
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Affiliation(s)
- Justine Hustin
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août 11 - Quartier Agora, 4000Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août 11 - Quartier Agora, 4000Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août 11 - Quartier Agora, 4000Liège, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août 11 - Quartier Agora, 4000Liège, Belgium
| | | | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août 11 - Quartier Agora, 4000Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août 11 - Quartier Agora, 4000Liège, Belgium
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Ferrarini E, Špacapan M, Lam VB, McCann A, Cesa-Luna C, Marahatta BP, De Pauw E, De Mot R, Venturi V, Höfte M. Versatile role of Pseudomonas fuscovaginae cyclic lipopeptides in plant and microbial interactions. Front Plant Sci 2022; 13:1008980. [PMID: 36426159 PMCID: PMC9679282 DOI: 10.3389/fpls.2022.1008980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
Pseudomonas fuscovaginae is the most prominent bacterial sheath rot pathogen, causing sheath brown rot disease in rice. This disease occurs worldwide and it is characterized by typical necrotic lesions on the sheath, as well as a reduction in the number of emitted panicles and filled grains. P. fuscovaginae has been shown to produce syringotoxin and fuscopeptin cyclic lipopeptides (CLPs), which have been linked to pathogenicity. In this study, we investigated the role of P. fuscovaginae UPB0736 CLPs in plant pathogenicity, antifungal activity and swarming motility. To do so, we sequenced the strain to obtain a single-contig genome and we constructed deletion mutants in the biosynthetic gene clusters responsible for the synthesis of CLPs. We show that UPB0736 produces a third CLP of 13 amino acids, now named asplenin, and we link this CLP with the swarming activity of the strain. We could then show that syringotoxin is particularly active against Rhizoctonia solani in vitro. By testing the mutants in planta we investigated the role of both fuscopeptin and syringotoxin in causing sheath rot lesions. We proved that the presence of these two CLPs considerably affected the number of emitted panicles, although their number was still significantly affected in the mutants deficient in both fuscopeptin and syringotoxin. These results reveal the importance of CLPs in P. fuscovaginae pathogenicity, but also suggest that other pathogenicity factors may be involved.
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Affiliation(s)
- Enrico Ferrarini
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Mihael Špacapan
- International Centre for Genetic Engineering and Biotechnology (ICGEB), Trieste, Italy
| | - Van Bach Lam
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Andrea McCann
- Department of Chemistry, Faculty of Sciences, University of Liège, Liège, Belgium
| | - Catherine Cesa-Luna
- Centre of Microbial and Plant Genetics, Faculty of Bioscience Engineering, KU Leuven, Leuven, Belgium
| | - Bishnu Prasad Marahatta
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Edwin De Pauw
- Department of Chemistry, Faculty of Sciences, University of Liège, Liège, Belgium
| | - René De Mot
- Centre of Microbial and Plant Genetics, Faculty of Bioscience Engineering, KU Leuven, Leuven, Belgium
| | - Vittorio Venturi
- International Centre for Genetic Engineering and Biotechnology (ICGEB), Trieste, Italy
| | - Monica Höfte
- Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
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Maia M, McCann A, Malherbe C, Far J, Cunha J, Eiras-Dias J, Cordeiro C, Eppe G, Quinton L, Figueiredo A, De Pauw E, Sousa Silva M. Grapevine leaf MALDI-MS imaging reveals the localisation of a putatively identified sucrose metabolite associated to Plasmopara viticola development. Front Plant Sci 2022; 13:1012636. [PMID: 36299787 PMCID: PMC9589281 DOI: 10.3389/fpls.2022.1012636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 09/20/2022] [Indexed: 06/16/2023]
Abstract
Despite well-established pathways and metabolites involved in grapevine-Plasmopara viticola interaction, information on the molecules involved in the first moments of pathogen contact with the leaf surface and their specific location is still missing. To understand and localise these molecules, we analysed grapevine leaf discs infected with P. viticola with MSI. Plant material preparation was optimised, and different matrices and solvents were tested. Our data shows that trichomes hamper matrix deposition and the ion signal. Results show that putatively identified sucrose presents a higher accumulation and a non-homogeneous distribution in the infected leaf discs in comparison with the controls. This accumulation was mainly on the veins, leading to the hypothesis that sucrose metabolism is being manipulated by the development structures of P. viticola. Up to our knowledge this is the first time that the localisation of a putatively identified sucrose metabolite was shown to be associated to P. viticola infection sites.
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Affiliation(s)
- Marisa Maia
- Laboratório de FTICR e Espectrometria de Massa Estrutural, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
- Grapevine Pathogen Systems Lab (GPS Lab), Biosystems and Integrative Sciences Institute (BioISI), Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Andréa McCann
- Mass Spectrometry Laboratory (MolSys), University of Liège, Liège, Belgium
| | - Cédric Malherbe
- Mass Spectrometry Laboratory (MolSys), University of Liège, Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory (MolSys), University of Liège, Liège, Belgium
| | - Jorge Cunha
- Estação Vitivinícola Nacional, Instituto Nacional de Investigação Agrária e Veterinária (INIAV), Torres-Vedras, Portugal
| | - José Eiras-Dias
- Estação Vitivinícola Nacional, Instituto Nacional de Investigação Agrária e Veterinária (INIAV), Torres-Vedras, Portugal
| | - Carlos Cordeiro
- Laboratório de FTICR e Espectrometria de Massa Estrutural, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
- MARE - Marine and Environmental Sciences Centre, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Gauthier Eppe
- Mass Spectrometry Laboratory (MolSys), University of Liège, Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory (MolSys), University of Liège, Liège, Belgium
| | - Andreia Figueiredo
- Grapevine Pathogen Systems Lab (GPS Lab), Biosystems and Integrative Sciences Institute (BioISI), Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
| | - Edwin De Pauw
- Mass Spectrometry Laboratory (MolSys), University of Liège, Liège, Belgium
| | - Marta Sousa Silva
- Laboratório de FTICR e Espectrometria de Massa Estrutural, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
- MARE - Marine and Environmental Sciences Centre, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal
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Damseaux C, Scholl G, Damblon C, Dejeaifve A, Dobson R, De Pauw E, Eppe G. Identification of the Degradation Products from α‐Tocopherol Used as Stabiliser in “Green” Propellants through its Lifetime. Propellants Explo Pyrotec 2022. [DOI: 10.1002/prep.202200144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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10
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Lara YJ, McCann A, Malherbe C, François C, Demoulin CF, Sforna MC, Eppe G, De Pauw E, Wilmotte A, Jacques P, Javaux EJ. Characterization of the Halochromic Gloeocapsin Pigment, a Cyanobacterial Biosignature for Paleobiology and Astrobiology. Astrobiology 2022; 22:735-754. [PMID: 35333546 DOI: 10.1089/ast.2021.0061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Ultraviolet (UV)-screening compounds represent a substantial asset for the survival of cyanobacteria in extreme environments exposed to high doses of UV radiations on modern and early Earth. Among these molecules, the halochromic pigment gloeocapsin remains poorly characterized and studied. In this study, we identified a gloeocapsin-producing cultivable cyanobacteria: the strain Phormidesmis nigrescens ULC007. We succeeded to extract, to partially purify, and to compare the dark blue pigment from both the ULC007 culture and an environmental Gloeocapsa alpina dominated sample. FT-IR and Raman spectra of G. alpina and P. nigrescens ULC007 pigment extracts strongly suggested a common backbone structure. The high-pressure liquid chromatography-UV-MS/MS analysis of the ULC007 pigment extract allowed to narrow down the molecular formula of gloeocapsin to potentially five candidates within three classes of halochromic molecules: anthraquinone derivatives, coumarin derivatives, and flavonoids. With the discovery of gloeocapsin in P. nigrescens, the production of this pigment is now established for three lineages of cyanobacteria (including G. alpina, P. nigrescens, and Solentia paulocellulare) that belong to three distinct orders (Chroococcales, Pleurocapsales, Synechoccocales), inhabiting very diverse environments. This suggests that gloeocapsin production was a trait of their common ancestor or was acquired by lateral gene transfer. This work represents an important step toward the elucidation of the structure of this enigmatic pigment and its biosynthesis, and it potentially provides a new biosignature for ancient cyanobacteria. It also gives a glimpse on the evolution of UV protection strategies, which are relevant for early phototrophic life on Earth and possibly beyond.
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Affiliation(s)
- Yannick J Lara
- Early Life Traces & Evolution-Astrobiology, UR Astrobiology, University of Liège, Liège, Belgium
| | - Andréa McCann
- MolSys Research Unit, Mass Spectrometry Laboratory, University of Liège, Liège, Belgium
| | - Cédric Malherbe
- MolSys Research Unit, Mass Spectrometry Laboratory, University of Liège, Liège, Belgium
| | - Camille François
- Early Life Traces & Evolution-Astrobiology, UR Astrobiology, University of Liège, Liège, Belgium
| | - Catherine F Demoulin
- Early Life Traces & Evolution-Astrobiology, UR Astrobiology, University of Liège, Liège, Belgium
| | - Marie Catherine Sforna
- Early Life Traces & Evolution-Astrobiology, UR Astrobiology, University of Liège, Liège, Belgium
| | - Gauthier Eppe
- MolSys Research Unit, Mass Spectrometry Laboratory, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- MolSys Research Unit, Mass Spectrometry Laboratory, University of Liège, Liège, Belgium
| | - Annick Wilmotte
- BCCM/ULC Cyanobacteria Collection, InBios-CIP, Institut de Chimie B6a, University of Liège, Liège, Belgium
| | - Philippe Jacques
- Microbial Processes and Interactions, Gembloux Agro-Bio Tech, TERRA Teaching and Research Centre, Joint Research Unit BioEcoAgro UMRt 1158, University of Liège, Gembloux, Belgium
| | - Emmanuelle J Javaux
- Early Life Traces & Evolution-Astrobiology, UR Astrobiology, University of Liège, Liège, Belgium
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11
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Tiquet M, La Rocca R, Kirnbauer S, Zoratto S, Van Kruining D, Quinton L, Eppe G, Martinez-Martinez P, Marchetti-Deschmann M, De Pauw E, Far J. FT-ICR Mass Spectrometry Imaging at Extreme Mass Resolving Power Using a Dynamically Harmonized ICR Cell with 1ω or 2ω Detection. Anal Chem 2022; 94:9316-9326. [PMID: 35604839 PMCID: PMC9260710 DOI: 10.1021/acs.analchem.2c00754] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
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MALDI mass spectrometry
imaging (MALDI MSI) is a powerful analytical
method for achieving 2D localization of compounds from thin sections
of typically but not exclusively biological samples. The dynamically
harmonized ICR cell (ParaCell) was recently introduced to achieve
extreme spectral resolution capable of providing the isotopic fine
structure of ions detected in complex samples. The latest improvement
in the ICR technology also includes 2ω detection, which significantly
reduces the transient time while preserving the nominal mass resolving
power of the ICR cell. High-resolution MS images acquired on FT-ICR
instruments equipped with 7T and 9.4T superconducting magnets and
the dynamically harmonized ICR cell operating at suboptimal parameters
suffered severely from the pixel-to-pixel shifting of m/z peaks due to space-charge effects. The resulting
profile average mass spectra have depreciated mass measurement accuracy
and mass resolving power under the instrument specifications that
affect the confidence level of the identified ions. Here, we propose
an analytical workflow based on the monitoring of the total ion current
to restrain the pixel-to-pixel m/z shift. Adjustment of the laser parameters is proposed to maintain
high spectral resolution and mass accuracy measurement within the
instrument specifications during MSI analyses. The optimized method
has been successfully employed in replicates to perform high-quality
MALDI MS images at resolving power (FWHM) above 1,000,000 in the lipid
mass range across the whole image for superconducting magnets of 7T
and 9.4T using 1 and 2ω detection. Our data also compare favorably
with MALDI MSI experiments performed on higher-magnetic-field superconducting
magnets, including the 21T MALDI FT-ICR prototype instrument of the
NHMFL group at Tallahassee, Florida.
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Affiliation(s)
- Mathieu Tiquet
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Allée de la Chimie 6-Quartier Agora, 4000 Liège, Belgium
| | - Raphaël La Rocca
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Allée de la Chimie 6-Quartier Agora, 4000 Liège, Belgium
| | - Stefan Kirnbauer
- Institute of Chemical Technologies and Analytics, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria.,Austrian Cluster for Tissue Regeneration, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria
| | - Samuele Zoratto
- Institute of Chemical Technologies and Analytics, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria.,Austrian Cluster for Tissue Regeneration, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria.,Christian Doppler Laboratory for Skin Multimodal Imaging of Aging and Senescence, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria
| | - Daan Van Kruining
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Universiteitssingel 50, 6229ER Maastricht, the Netherlands
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Allée de la Chimie 6-Quartier Agora, 4000 Liège, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Allée de la Chimie 6-Quartier Agora, 4000 Liège, Belgium
| | - Pilar Martinez-Martinez
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Universiteitssingel 50, 6229ER Maastricht, the Netherlands
| | - Martina Marchetti-Deschmann
- Institute of Chemical Technologies and Analytics, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria.,Austrian Cluster for Tissue Regeneration, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria.,Christian Doppler Laboratory for Skin Multimodal Imaging of Aging and Senescence, TU Wien (Vienna University of Technology), Getreidemarkt 9/164, 1060 Vienna, Austria
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Allée de la Chimie 6-Quartier Agora, 4000 Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Allée de la Chimie 6-Quartier Agora, 4000 Liège, Belgium
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12
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Müller WH, McCann A, Arias AA, Malherbe C, Quinton L, De Pauw E, Eppe G. Imaging Metabolites in Agar‐Based Bacterial Co‐Cultures with Minimal Sample Preparation using a DIUTHAME Membrane in Surface‐Assisted Laser Desorption/Ionization Mass Spectrometry**. ChemistrySelect 2022. [DOI: 10.1002/slct.202200734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Wendy H. Müller
- Mass Spectrometry Laboratory MolSys Research Unit Department of Chemistry University of Liège Liège Belgium
| | - Andréa McCann
- Mass Spectrometry Laboratory MolSys Research Unit Department of Chemistry University of Liège Liège Belgium
| | - Anthony Argüelles Arias
- Microbial Processes and Interactions Laboratory Terra Teaching and Research Center Gembloux Agro-Bio Tech University of Liège Gembloux Belgium
| | - Cedric Malherbe
- Mass Spectrometry Laboratory MolSys Research Unit Department of Chemistry University of Liège Liège Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory MolSys Research Unit Department of Chemistry University of Liège Liège Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory MolSys Research Unit Department of Chemistry University of Liège Liège Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory MolSys Research Unit Department of Chemistry University of Liège Liège Belgium
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13
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McCann A, Kune C, Massonnet P, Far J, Ongena M, Eppe G, Quinton L, De Pauw E. Cyclic Peptide Protomer Detection in the Gas Phase: Impact on CCS Measurement and Fragmentation Patterns. J Am Soc Mass Spectrom 2022; 33:851-858. [PMID: 35467879 DOI: 10.1021/jasms.2c00035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
With the recent improvements in ion mobility resolution, it is now possible to separate small protomeric tautomers, called protomers. In larger molecules above 1000 Da such as peptides, a few studies suggest that protomers do exist as well and may contribute to their gas-phase conformational heterogeneity. In this work, we observed a CCS distribution that can be explained by the presence of protomers of surfactin, a small lipopeptide with no basic site. Following preliminary density functional theoretical calculations, several protonation sites in the gas phase were energetically favorable in positive ionization mode. Experimentally, at least three near-resolved IM peaks were observed in positive ionization mode, while only one was detected in negative ionization mode. These results were in good agreement with the DFT predictions. CID breakdown curve analysis after IM separation showed different inflection points (CE50) suggesting that different intramolecular interactions were implied in the stabilization of the structures of surfactin. The fragment ratio observed after collision-induced fragmentation was also different, suggesting different ring-opening localizations. All these observations support the presence of protomers on the cyclic peptide moieties of the surfactin. These data strongly suggest that protomeric tautomerism can still be observed on molecules above 1000 Da if the IM resolving power is sufficient. It also supports that the proton localization involves a change in the 3D structure that can affect the experimental CCS and the fragmentation channels of such peptides.
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Affiliation(s)
- Andréa McCann
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
| | - Philippe Massonnet
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
- Maastricht Multimodal Molecular Imaging (M4I) Institute, Division of Imaging Mass Spectrometry, 6229ER Maastricht, Limburg, The Netherlands
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
| | - Marc Ongena
- Gembloux Agro-Bio Tech, University of Liege, 5030 Gembloux, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, 4000 Liège, Belgium
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14
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Müller WH, Verdin A, De Pauw E, Malherbe C, Eppe G. Surface-assisted laser desorption/ionization mass spectrometry imaging: A review. Mass Spectrom Rev 2022; 41:373-420. [PMID: 33174287 PMCID: PMC9292874 DOI: 10.1002/mas.21670] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 10/22/2020] [Accepted: 10/24/2020] [Indexed: 05/04/2023]
Abstract
In the last decades, surface-assisted laser desorption/ionization mass spectrometry (SALDI-MS) has attracted increasing interest due to its unique capabilities, achievable through the nanostructured substrates used to promote the analyte desorption/ionization. While the most widely recognized asset of SALDI-MS is the untargeted analysis of small molecules, this technique also offers the possibility of targeted approaches. In particular, the implementation of SALDI-MS imaging (SALDI-MSI), which is the focus of this review, opens up new opportunities. After a brief discussion of the nomenclature and the fundamental mechanisms associated with this technique, which are still highly controversial, the analytical strategies to perform SALDI-MSI are extensively discussed. Emphasis is placed on the sample preparation but also on the selection of the nanosubstrate (in terms of chemical composition and morphology) as well as its functionalization possibilities for the selective analysis of specific compounds in targeted approaches. Subsequently, some selected applications of SALDI-MSI in various fields (i.e., biomedical, biological, environmental, and forensic) are presented. The strengths and the remaining limitations of SALDI-MSI are finally summarized in the conclusion and some perspectives of this technique, which has a bright future, are proposed in this section.
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Affiliation(s)
- Wendy H. Müller
- Mass Spectrometry Laboratory, MolSys Research Unit, Chemistry DepartmentUniversity of LiègeLiègeBelgium
| | - Alexandre Verdin
- Mass Spectrometry Laboratory, MolSys Research Unit, Chemistry DepartmentUniversity of LiègeLiègeBelgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Chemistry DepartmentUniversity of LiègeLiègeBelgium
| | - Cedric Malherbe
- Mass Spectrometry Laboratory, MolSys Research Unit, Chemistry DepartmentUniversity of LiègeLiègeBelgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, Chemistry DepartmentUniversity of LiègeLiègeBelgium
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15
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Droctové L, Ciolek J, Mendre C, Chorfa A, Huerta P, Carvalho C, Gouin C, Lancien M, Stanajic-Petrovic G, Braco L, Blanchet G, Upert G, De Pauw E, Barbe P, Keck M, Mourier G, Mouillac B, Servent D, Rodríguez de la Vega RC, Quinton L, Gilles N. A new Kunitz-type snake toxin family associated with an original mode of interaction with the vasopressin 2 receptor. Br J Pharmacol 2022; 179:3470-3481. [PMID: 35122240 DOI: 10.1111/bph.15814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 01/05/2022] [Accepted: 01/11/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND AND PURPOSE Venomous animals express numerous Kunitz-type peptides. The mambaquaretin-1 (MQ1) identified from the Dendroaspis angusticeps venom is the most selective antagonist of the arginine-vasopressin V2 receptor (V2R) and the unique Kunitz-type peptide active on a GPCR. We aimed to exploit other mamba venoms to enlarge the V2R-Kunitz peptide family and gain insight into the MQ1 molecular mode of action. EXPERIMENTAL APPROACH We used a bio-guided screening assay to identify novel MQs and placed them phylogenetically. MQs were produced by solid phase peptide synthesis and characterized in vitro by binding and functional tests and in vivo by diuresis measurement in rats. KEY RESULTS Eight additional MQs were identified with nanomolar affinities for the V2R, all antagonists. MQs form a new subgroup in the Kunitz family, close to the V2R non-active dendrotoxins and to 2 V2R active cobra toxins. Sequence comparison between active and non-active V2R Kunitz peptides highlighted 5 positions, belong which, four are involved in V2R interaction and which belong to the 2 large MQ1 loops. We finally determined that 8 positions, part of these 2 loops, interact with the V2R. The variant MQ1-K39A showed higher affinity for the hV2R but not for the rat V2R. CONCLUSIONS AND IMPLICATIONS A new function and mode of action is now associated with the Kunitz-peptides. The number of MQ1 residues involved in V2R binding is large and may explain its absolute selectivity. MQ1-K39A represents the first step in the improvement of the MQ1 design for medicinal perspective.
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Affiliation(s)
- Laura Droctové
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Justyna Ciolek
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Christiane Mendre
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Amélia Chorfa
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Paola Huerta
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Chrystelle Carvalho
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Charlotte Gouin
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Manon Lancien
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Goran Stanajic-Petrovic
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Lorine Braco
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Guillaume Blanchet
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Gregory Upert
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Peggy Barbe
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Mathilde Keck
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Gilles Mourier
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | - Bernard Mouillac
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Denis Servent
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
| | | | - Loïc Quinton
- Laboratory of Mass Spectrometry, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Nicolas Gilles
- Université Paris Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SIMoS, Gif-sur-Yvette, France
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16
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Grifnée E, Kune C, Delvaux C, Quinton L, Far J, Mazzucchelli G, De Pauw E. Label-Free Higher Order Structure and Dynamic Investigation Method of Proteins in Solution Using an Enzymatic Reactor Coupled to Electrospray High-Resolution Mass Spectrometry Detection. J Am Soc Mass Spectrom 2022; 33:284-295. [PMID: 34969249 DOI: 10.1021/jasms.1c00274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
For decades, structural analysis of proteins have received considerable attention, from their sequencing to the determination of their 3D structures either in the free state (e.g., no host-guest system, apoproteins) or (non)covalently bound complexes. The elucidation of the 3D structures and the mapping of intra- and intermolecular interactions are valuable sources of information to understand the physicochemical properties of such systems. X-ray crystallography and nuclear magnetic resonance are methods of choice for obtaining structures at the atomic level. Nonetheless, they still present drawbacks which limit their use to highly purified systems in a relatively high amount. On the contrary, mass spectrometry (MS) has become a powerful tool thanks to its selectivity, sensitivity, and the development of structural methods both at the global shape and the residue level. The combination of several MS-based methods is mandatory to fully assign a putative structure in combination with computational chemistry and bioinformatics. In that context, we propose a strategy which complements the existing methods of structural studies (e.g., circular dichroism, hydrogen/deuterium exchange and cross-links experiments, nuclear magnetic resonance). The workflow is based on the collection of structural information on proteins from the apparition rates and the time of appearance of released peptides generated by a protease in controlled experimental conditions with online detection by electrospray high-resolution mass spectrometry. Nondenaturing, partially or fully denatured proteins were digested by the enzymatic reactor, i.e., β-lactoglobulin, cytochrome c, and β-casein. The collected data are interpreted with regard to the kinetic schemes with time-dependent rates of the enzymatic digestion established beforehand, considering kinetics parameters in the Michaelis-Menten formalism including kcat (the turnover number), k1 (formation of the enzyme-substrate complex), k-1 (dissociation of the enzyme-substrate complex), koff (local refolding of the protein around the cleavage site), and kon (local unfolding of the protein around the cleavage site). Solvent-accessible surface analysis through digestion kinetics was also investigated. The initial apparition rates of released peptides varied according to the protein state (folded vs denatured) and informs the koff/kon ratio around the cleavage site. On the other hand, the time of appearance of a given peptide is related to its solvent accessibility and to the resilience of the residual protein structure in solution. Temperature-dependent digestion experiments allowed estimation of the type of secondary structures around the cleavage site.
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Affiliation(s)
- Elodie Grifnée
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Cédric Delvaux
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
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17
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Abstract
Experimental ion mobility-mass spectrometry (IM-MS) results are often correlated to three-dimensional structures based on theoretical chemistry calculations. The bottleneck of this approach is the need for accurate values, both experimentally and theoretically predicted. Here, we continue the development of the trend-based analyses to extract structural information from experimental IM-MS data sets. The experimental collision cross-sections (CCSs) of synthetic systems such as homopolymers and small ionic clusters are investigated in terms of CCS trends as a function of the number of repetitive units (e.g., degree of polymerization (DP) for homopolymers) and for each detected charge state. Then, we computed the projected areas of expanding but perfectly defined geometric objects using an in-house software called MoShade. The shapes were modeled using computer-aided design software where we considered only geometric factors: no atoms, mass, chemical potentials, or interactions were taken into consideration to make the method orthogonal to classical methods for 3D shape assessments using time-consuming computational chemistry. Our modeled shape evolutions favorably compared to experimentally obtained CCS trends, meaning that the apparent volume or envelope of homogeneously distributed mass effectively modeled the ion-drift gas interactions as sampled by IM-MS. The CCSs of convex shapes could be directly related to their surface area. More importantly, this relationship seems to hold even for moderately concave shapes, such as those obtained by geometry-optimized structures of ions from conventional computational chemistry methods. Theoretical sets of expanding beads-on-a-string shapes allowed extracting accurate bead and string dimensions for two homopolymers, without modeling any chemical interactions.
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Affiliation(s)
- Jean R N Haler
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
- Luxembourg Institute of Science and Technology - LIST, Materials Research & Technology MRT Department, L-4422 Belvaux, Luxembourg
| | - Eric Béchet
- Aerospace & Mechanical Engineering Department, Computer-aided Geometric Design, University of Liège, B-4000 Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
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18
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McCann A, Kune C, La Rocca R, Oetjen J, Arias AA, Ongena M, Far J, Eppe G, Quinton L, De Pauw E. Rapid visualization of lipopeptides and potential bioactive groups of compounds by combining ion mobility and MALDI imaging mass spectrometry. Drug Discov Today Technol 2021; 39:81-88. [PMID: 34906328 DOI: 10.1016/j.ddtec.2021.08.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 08/01/2021] [Accepted: 08/09/2021] [Indexed: 11/27/2022]
Abstract
Mass spectrometry imaging (MSI) has become a powerful method for mapping metabolite distribution in a tissue. Applied to bacterial colonies, MSI has a bright future, both for the discovery of new bioactive compounds and for a better understanding of bacterial antibiotic resistance mechanisms. Coupled with separation techniques such as ion mobility mass spectrometry (IM-MS), the identification of metabolites directly on the image is now possible and does not require additional analysis such as HPLC-MS/MS. In this article, we propose to apply a semi-targeted workflow for rapid IM-MSI data analysis focused on the search for bioactive compounds. First, chemically-related compounds showing a repetitive mass unit (i.e. lipids and lipopeptides) were targeted based on the Kendrick mass defect analysis. The detected groups of potentially bioactive compounds were then confirmed by fitting their measured ion moibilites to their measured m/z values. Using both their m/z and ion mobility values, the selected groups of compounds were identified using the available databases and finally their distribution was observed on the image. Using this workflow on a co-culture of bacteria, we were able to detect and localize bioactive compounds involved in the microbial interaction.
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Affiliation(s)
- Andréa McCann
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Raphael La Rocca
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Janina Oetjen
- Bruker Daltonik GmbH, Fahrenheitsstr. 4, 28359 Bremen, Germany
| | | | - Marc Ongena
- Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Loic Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
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19
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Damseaux C, Scholl G, Damblon C, Dejeaifve A, Dobson R, Ma X, Marko I, Monbaliu JM, De Pauw E, Eppe G. Identification of the Degradation Products from α‐Ionone Used as Stabiliser in “Green” Propellants through its Lifetime. Propellants Explo Pyrotec 2021. [DOI: 10.1002/prep.202100191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Caroline Damseaux
- Mass Spectrometry Laboratory MolSys Research Unity Université de Liège 11, allée du six Août 4000 Liège Belgium
| | - Georges Scholl
- Mass Spectrometry Laboratory MolSys Research Unity Université de Liège 11, allée du six Août 4000 Liège Belgium
| | - Christian Damblon
- Structural biological chemistry laboratory MolSys Research Unity Université de Liège 11, allée du six Août 4000 Liège Belgium
| | - Alain Dejeaifve
- R and D department PB Clermont (Eurenco) 176, rue de Clermont 4480 Engis Belgium
| | - Rowan Dobson
- R and D department PB Clermont (Eurenco) 176, rue de Clermont 4480 Engis Belgium
| | - Xiaofeng Ma
- Laboratory of Organic and Medicinal Chemistry Université Catholique de Louvain Place Louis Pasteur 1 1348 Louvain-la-Neuve Belgium
| | - Istvan Marko
- Laboratory of Organic and Medicinal Chemistry Université Catholique de Louvain Place Louis Pasteur 1 1348 Louvain-la-Neuve Belgium
| | - Jean‐Christophe M. Monbaliu
- Center for Integrated Technology and Organic Synthesis MolSys Research Unity Université de Liège 11, allée du six Août 4000 Liège Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory MolSys Research Unity Université de Liège 11, allée du six Août 4000 Liège Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory MolSys Research Unity Université de Liège 11, allée du six Août 4000 Liège Belgium
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20
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Baumans F, Hanozin E, Baiwir D, Decroo C, Wattiez R, De Pauw E, Eppe G, Mazzucchelli G. Liquid chromatography setup-dependent artefactual methionine oxidation of peptides: The importance of an adapted quality control process. J Chromatogr A 2021; 1654:462449. [PMID: 34399143 DOI: 10.1016/j.chroma.2021.462449] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 07/29/2021] [Accepted: 07/30/2021] [Indexed: 12/26/2022]
Abstract
In both biologics quality control experiments and protein post-translational modification studies, the analytical system used is not supposed to bring any artefactual modifications which could impair the results. In this work, we investigated oxidation of methionine-containing peptides during reversed-phase (RP) chromatographic separation. We first used a synthetic methionine-containing peptide to evaluate this artefactual phenomenon and then considered more complex samples (i.e., plasma and HeLa protein digests). The methionine oxidation levels of the peptides were systematically assessed and compared for the long-term use of the analytical column, the sample trapping time, the gradient length, the sample load and the nature of the stationary phase (HSS T3 from Waters, YMC Triart C18 from YMC Europe GmbH and BEH130 C18 from Waters). In addition to the oxidation of methionine in solution, we observed on the HSS T3 and the BEH130 stationary phases an additional broad peak corresponding to an on-column oxidized species. Considering the HSS T3 phase, our results highlight that the on-column oxidation level significantly increases with the age of the analytical column and the gradient length and reaches 56 % when a 1-year-old column set is used with a 180 min-long LC method. These levels go to 0 % and 18 % for the YMC Triart C18 and the BEH130 C18 phases respectively. Interestingly, the on-column oxidation proportion decreases as the injected sample load increases suggesting the presence of a discrete number of oxidation sites within the stationary phase of the analytical column. Those findings observed in different laboratories using distinct set of columns, albeit to varying degrees, strengthen the need for a standard of methionine-containing peptide that could be used as a quality control to appraise the status of the liquid chromatographic columns.
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Affiliation(s)
- France Baumans
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liege, Liege 4000, Belgium
| | - Emeline Hanozin
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liege, Liege 4000, Belgium
| | - Dominique Baiwir
- GIGA Proteomics Facility, University of Liege, Liege 4000, Belgium
| | - Corentin Decroo
- Proteomics and Microbiology Laboratory, University of Mons, Mons 7000, Belgium
| | - Ruddy Wattiez
- Proteomics and Microbiology Laboratory, University of Mons, Mons 7000, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liege, Liege 4000, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liege, Liege 4000, Belgium
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liege, Liege 4000, Belgium.
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21
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Müller WH, De Pauw E, Far J, Malherbe C, Eppe G. Imaging lipids in biological samples with surface-assisted laser desorption/ionization mass spectrometry: A concise review of the last decade. Prog Lipid Res 2021; 83:101114. [PMID: 34217733 DOI: 10.1016/j.plipres.2021.101114] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 06/25/2021] [Accepted: 06/29/2021] [Indexed: 02/06/2023]
Abstract
Knowing the spatial location of the lipid species present in biological samples is of paramount importance for the elucidation of pathological and physiological processes. In this context, mass spectrometry imaging (MSI) has emerged as a powerful technology allowing the visualization of the spatial distributions of biomolecules, including lipids, in complex biological samples. Among the different ionization methods available, the emerging surface-assisted laser desorption/ionization (SALDI) MSI offers unique capabilities for the study of lipids. This review describes the specific advantages of SALDI-MSI for lipid analysis, including the ability to perform analyses in both ionization modes with the same nanosubstrate, the detection of lipids characterized by low ionization efficiency in MALDI-MS, and the possibilities of surface modification to improve the detection of lipids. The complementarity of SALDI and MALDI-MSI is also discussed. Finally, this review presents data processing strategies applied in SALDI-MSI of lipids, as well as examples of applications of SALDI-MSI in biomedical lipidomics.
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Affiliation(s)
- Wendy H Müller
- Mass Spectrometry Laboratory, MolSys RU, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys RU, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000 Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys RU, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000 Liège, Belgium
| | - Cedric Malherbe
- Mass Spectrometry Laboratory, MolSys RU, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000 Liège, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys RU, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000 Liège, Belgium.
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22
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Hanozin E, Mignolet B, Martens J, Berden G, Sluysmans D, Duwez AS, Stoddart JF, Eppe G, Oomens J, De Pauw E, Morsa D. Radical-Pairing Interactions in a Molecular Switch Evidenced by Ion Mobility Spectrometry and Infrared Ion Spectroscopy. Angew Chem Int Ed Engl 2021; 60:10049-10055. [PMID: 33561311 PMCID: PMC8251753 DOI: 10.1002/anie.202014728] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 02/07/2021] [Indexed: 12/11/2022]
Abstract
The digital revolution sets a milestone in the progressive miniaturization of working devices and in the underlying advent of molecular machines. Foldamers involving mechanically entangled components with modular secondary structures are among the most promising designs for molecular switch‐based applications. Characterizing the nature and dynamics of their intramolecular network following the application of a stimulus is the key to their performance. Here, we use non‐dissociative electron transfer as a reductive stimulus in the gas phase and probe the consecutive co‐conformational transitions of a donor‐acceptor oligorotaxane foldamer using electrospray mass spectrometry interfaced with ion mobility and infrared ion spectroscopy. A comparison of collision cross section distributions for analogous closed‐shell and radical molecular ions sheds light on their respective formation energetics, while variations in their respective infrared absorption bands evidence changes in intramolecular organization as the foldamer becomes more compact. These differences are compatible with the advent of radical‐pairing interactions.
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Affiliation(s)
- Emeline Hanozin
- Mass Spectrometry Laboratory, UR MolSys, University of Liège, 4000, Liège, Belgium
| | - Benoit Mignolet
- Theoretical Physical Chemistry, UR MolSys, University of Liège, 4000, Liège, Belgium
| | - Jonathan Martens
- Institute for Molecules and Materials, FELIX Laboratory, Radboud University, Toernooiveld 7, 6525, ED, Nijmegen, The Netherlands
| | - Giel Berden
- Institute for Molecules and Materials, FELIX Laboratory, Radboud University, Toernooiveld 7, 6525, ED, Nijmegen, The Netherlands
| | - Damien Sluysmans
- NanoChemistry and Molecular Systems, UR MolSys, University of Liège, 4000, Liège, Belgium
| | - Anne-Sophie Duwez
- NanoChemistry and Molecular Systems, UR MolSys, University of Liège, 4000, Liège, Belgium
| | - J Fraser Stoddart
- Department of Chemistry, Northwestern University, Evanston, IL, 60208, USA.,Stoddart Institute of Molecular Science, Department of Chemistry, Zhejiang University, Hangzhou, 310027, China.,ZJU-Hangzhou Global Scientific and Technological Innovation Center, Hangzhou, 311215, China.,School of Chemistry, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, UR MolSys, University of Liège, 4000, Liège, Belgium
| | - Jos Oomens
- Institute for Molecules and Materials, FELIX Laboratory, Radboud University, Toernooiveld 7, 6525, ED, Nijmegen, The Netherlands.,van't Hoff Institute for Molecular Sciences, University of Amsterdam, Science Park 908, 1098XH, Amsterdam, The Netherlands
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, UR MolSys, University of Liège, 4000, Liège, Belgium
| | - Denis Morsa
- Mass Spectrometry Laboratory, UR MolSys, University of Liège, 4000, Liège, Belgium.,Institute for Molecules and Materials, FELIX Laboratory, Radboud University, Toernooiveld 7, 6525, ED, Nijmegen, The Netherlands
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23
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Hanozin E, Mignolet B, Martens J, Berden G, Sluysmans D, Duwez A, Stoddart JF, Eppe G, Oomens J, De Pauw E, Morsa D. Radical‐Pairing Interactions in a Molecular Switch Evidenced by Ion Mobility Spectrometry and Infrared Ion Spectroscopy. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202014728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Emeline Hanozin
- Mass Spectrometry Laboratory UR MolSys University of Liège 4000 Liège Belgium
| | - Benoit Mignolet
- Theoretical Physical Chemistry UR MolSys University of Liège 4000 Liège Belgium
| | - Jonathan Martens
- Institute for Molecules and Materials FELIX Laboratory Radboud University Toernooiveld 7 6525 ED Nijmegen The Netherlands
| | - Giel Berden
- Institute for Molecules and Materials FELIX Laboratory Radboud University Toernooiveld 7 6525 ED Nijmegen The Netherlands
| | - Damien Sluysmans
- NanoChemistry and Molecular Systems UR MolSys University of Liège 4000 Liège Belgium
| | - Anne‐Sophie Duwez
- NanoChemistry and Molecular Systems UR MolSys University of Liège 4000 Liège Belgium
| | - J. Fraser Stoddart
- Department of Chemistry Northwestern University Evanston IL 60208 USA
- Stoddart Institute of Molecular Science Department of Chemistry Zhejiang University Hangzhou 310027 China
- ZJU-Hangzhou Global Scientific and Technological Innovation Center Hangzhou 311215 China
- School of Chemistry University of New South Wales Sydney NSW 2052 Australia
| | - Gauthier Eppe
- Mass Spectrometry Laboratory UR MolSys University of Liège 4000 Liège Belgium
| | - Jos Oomens
- Institute for Molecules and Materials FELIX Laboratory Radboud University Toernooiveld 7 6525 ED Nijmegen The Netherlands
- van't Hoff Institute for Molecular Sciences University of Amsterdam Science Park 908 1098XH Amsterdam The Netherlands
| | - Edwin De Pauw
- Mass Spectrometry Laboratory UR MolSys University of Liège 4000 Liège Belgium
| | - Denis Morsa
- Mass Spectrometry Laboratory UR MolSys University of Liège 4000 Liège Belgium
- Institute for Molecules and Materials FELIX Laboratory Radboud University Toernooiveld 7 6525 ED Nijmegen The Netherlands
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24
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Vieujean S, Hu S, Bequet E, Salee C, Massot C, Bletard N, Pierre N, Quesada Calvo F, Baiwir D, Mazzucchelli G, De Pauw E, Coimbra Marques C, Delvenne P, Rieder F, Louis E, Meuwis MA. Potential Role of Epithelial Endoplasmic Reticulum Stress and Anterior Gradient Protein 2 Homologue in Crohn's Disease Fibrosis. J Crohns Colitis 2021; 15:1737-1750. [PMID: 33822017 PMCID: PMC8861373 DOI: 10.1093/ecco-jcc/jjab061] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Intestinal fibrosis is a common complication of Crohn's disease [CD]. It is characterised by an accumulation of fibroblasts differentiating into myofibroblasts secreting excessive extracellular matrix. The potential role of the intestinal epithelium in this fibrotic process remains poorly defined. METHODS We performed a pilot proteomic study comparing the proteome of surface epithelium, isolated by laser-capture microdissection, in normal and fibrotic zones of resected ileal CD strictures [13 zones collected in five patients]. Proteins of interests were validated by immunohistochemistry [IHC] in ileal and colonic samples of stricturing CD [n = 44], pure inflammatory CD [n = 29], and control [n = 40] subjects. The pro-fibrotic role of one selected epithelial protein was investigated through in-vitro experiments using HT-29 epithelial cells and a CCD-18Co fibroblast to myofibroblast differentiation model. RESULTS Proteomic study revealed an endoplasmic reticulum [ER] stress proteins increase in the epithelium of CD ileal fibrotic strictures, including anterior gradient protein 2 homologue [AGR2] and binding-immunoglobulin protein [BiP]. This was confirmed by IHC. In HT-29 cells, tunicamycin-induced ER stress triggered AGR2 intracellular expression and its secretion. Supernatant of these HT-29 cells, pre-conditioned by tunicamycin, led to a myofibroblastic differentiation when applied on CCD-18Co fibroblasts. By using recombinant protein and blocking agent for AGR2, we demonstrated that the secretion of this protein by epithelial cells can play a role in the myofibroblastic differentiation. CONCLUSIONS The development of CD fibrotic strictures could involve epithelial ER stress and particularly the secretion of AGR2.
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Affiliation(s)
- Sophie Vieujean
- Corresponding author: Sophie Vieujean, MD, Laboratory of Translational Gastroenterology, University of Liège, GIGA-Research, +2, B34, Avenue de l’hôpital 1, 4000 Liège, Belgium. Tel.: +32-4-3667256; fax: +32-4-3667889; mail:
| | | | - Emeline Bequet
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium,Division of Hepato-Gastroenterology, Department of Paediatrics, University Hospital of Liège, Liège, Belgium
| | - Catherine Salee
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
| | - Charlotte Massot
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
| | - Noëlla Bletard
- Pathological Anatomy and Cytology, University Hospital CHU of Liège, Liège, Belgium
| | - Nicolas Pierre
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
| | | | | | - Gabriel Mazzucchelli
- MolSys Research Unit, Laboratory of Mass Spectrometry, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- MolSys Research Unit, Laboratory of Mass Spectrometry, University of Liège, Liège, Belgium
| | | | - Philippe Delvenne
- Pathological Anatomy and Cytology, University Hospital CHU of Liège, Liège, Belgium
| | - Florian Rieder
- Gastroenterology, Hepatology & Nutrition, Cleveland Clinic, Cleveland, OH, USA
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25
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La Rocca R, Kune C, Tiquet M, Stuart L, Eppe G, Alexandrov T, De Pauw E, Quinton L. Adaptive Pixel Mass Recalibration for Mass Spectrometry Imaging Based on Locally Endogenous Biological Signals. Anal Chem 2021; 93:4066-4074. [PMID: 33583182 DOI: 10.1021/acs.analchem.0c05071] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Mass spectrometry imaging (MSI) is a powerful and convenient method for revealing the spatial chemical composition of different biological samples. Molecular annotation of the detected signals is only possible if a high mass accuracy is maintained over the entire image and the m/z range. However, the change in the number of ions from pixel-to-pixel of the biological samples could lead to small fluctuations in the detected m/z-values, called mass shift. The use of internal calibration is known to offer the best solution to avoid, or at least to reduce, mass shifts. Their "a priori" selection for a global MSI acquisition is prone to false positive detection and therefore to poor recalibration. To fill this gap, this work describes an algorithm that recalibrates each spectrum individually by estimating its mass shift with the help of a list of pixel-specific internal calibrating ions, automatically generated in a data-adaptive manner (https://github.com/LaRoccaRaphael/MSI_recalibration). Through a practical example, we applied the methodology to a zebrafish whole-body section acquired at a high mass resolution to demonstrate the impact of mass shift on data analysis and the capability of our algorithm to recalibrate MSI data. In addition, we illustrate the broad applicability of the method by recalibrating 31 different public MSI data sets from METASPACE from various samples and types of MSI and show that our recalibration significantly increases the numbers of METASPACE annotations (gaining from 20 up to 400 additional annotations), particularly the high-confidence annotations with a low false discovery rate.
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Affiliation(s)
- Raphaël La Rocca
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11, Quartier Agora, Liège 4000, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11, Quartier Agora, Liège 4000, Belgium
| | - Mathieu Tiquet
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11, Quartier Agora, Liège 4000, Belgium
| | - Lachlan Stuart
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11, Quartier Agora, Liège 4000, Belgium
| | - Theodore Alexandrov
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg 69117, Germany.,Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla 92093-0657, California, United States
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11, Quartier Agora, Liège 4000, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11, Quartier Agora, Liège 4000, Belgium
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26
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Delvaux C, Dauvin M, Boulanger M, Quinton L, Mengin-Lecreulx D, Joris B, Pauw ED, Far J. Use of Capillary Zone Electrophoresis Coupled to Electrospray Mass Spectrometry for the Detection and Absolute Quantitation of Peptidoglycan-Derived Peptides in Bacterial Cytoplasmic Extracts. Anal Chem 2021; 93:2342-2350. [PMID: 33470796 DOI: 10.1021/acs.analchem.0c04218] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Peptidoglycan (PGN) is an essential structure found in the bacterial cell wall. During the bacterial life cycle, PGN continuously undergoes biosynthesis and degradation to ensure bacterial growth and division. The resulting PGN fragments (muropeptides and peptides), which are generated by the bacterial autolytic system, are usually transported into the cytoplasm to be recycled. On the other hand, PGN fragments can act as messenger molecules involved in the bacterial cell wall stress response as in the case of β-lactamase induction in the presence of β-lactam antibiotic or in triggering mammalian innate immune response. During their cellular life, bacteria modulate their PGN degradation by their autolytic system or their recognition by the mammalian innate immune system by chemically modifying their PGN. Among these modifications, the amidation of the ε-carboxyl group of meso-diaminopimelic acid present in the PGN peptide chain is frequently observed. Currently, the detection and quantitation of PGN-derived peptides is still challenging because of the difficulty in separating these highly hydrophilic molecules by RP-HPLC as these compounds are eluted closely after the column void volume or coeluted in many cases. Here, we report the use of capillary zone electrophoresis coupled via an electrospray-based CE-MS interface to high-resolution mass spectrometry for the quantitation of three PGN peptides of interest and their amidated derivatives in bacterial cytoplasmic extracts. The absolute quantitation of the tripeptide based on the [13C,15N] isotopically labeled standard was also performed in crude cytoplasmic extracts of bacteria grown in the presence or absence of a β-lactam antibiotic (cephalosporin C). Despite the high complexity of the samples, the repeatability of the CZE-MS quantitation results was excellent, with relative standard deviations close to 1%. The global reproducibility of the method including biological handling was better than 20%.
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Affiliation(s)
- Cédric Delvaux
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Marjorie Dauvin
- Centre for Protein Engineering, InBioS Research Unit, Quartier Agora, University of Liège, Allée du Six Août 13, B-4000 Liège, Belgium
| | - Madeleine Boulanger
- Centre for Protein Engineering, InBioS Research Unit, Quartier Agora, University of Liège, Allée du Six Août 13, B-4000 Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Dominique Mengin-Lecreulx
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Gif-sur-Yvette 91198, France
| | - Bernard Joris
- Centre for Protein Engineering, InBioS Research Unit, Quartier Agora, University of Liège, Allée du Six Août 13, B-4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora, University of Liège, Allée du Six Août 11, B-4000 Liège, Belgium
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27
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McCann A, Rappe S, La Rocca R, Tiquet M, Quinton L, Eppe G, Far J, De Pauw E, Kune C. Mass shift in mass spectrometry imaging: comprehensive analysis and practical corrective workflow. Anal Bioanal Chem 2021; 413:2831-2844. [PMID: 33517478 DOI: 10.1007/s00216-021-03174-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 12/22/2020] [Accepted: 01/13/2021] [Indexed: 12/19/2022]
Abstract
MALDI mass spectrometry imaging (MSI) allows the mapping and the tentative identification of compounds based on their m/z value. In typical MSI, a spectrum is taken at incremental 2D coordinates (pixels) across a sample surface. Single pixel mass spectra show the resolving power of the mass analyzer. Mass shift, i.e., variations of the m/z of the same ion(s), may occur from one pixel to another. The superposition of shifted masses from individual pixels peaks apparently degrades the resolution and the mass accuracy in the average spectrum. This leads to low confidence annotations and biased localization in the image. Besides the intrinsic performances of the analyzer, the sample properties (local composition, thickness, matrix deposition) and the calibration method are sources of mass shift. Here, we report a critical analysis and recommendations to mitigate these sources of mass shift. Mass shift 2D distributions were mapped to illustrate its effect and explore systematically its origin. Adapting the sample preparation, carefully selecting the data acquisition settings, and wisely applying post-processing methods (i.e., m/z realignment or individual m/z recalibration pixel by pixel) are key factors to lower the mass shift and to improve image quality and annotations. A recommended workflow, resulting from a comprehensive analysis, was successfully applied to several complex samples acquired on both MALDI ToF and MALDI FT-ICR instruments.
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Affiliation(s)
- Andréa McCann
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Sophie Rappe
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Raphaël La Rocca
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Mathieu Tiquet
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, Department of Chemistry, University of Liège, Allée du Six Août, 11 - Quartier Agora, 4000, Liège, Belgium.
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28
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Abstract
In quantitative mass spectrometry imaging (MSI), the gold standard adds a single structural homologue of the target compound at a known concentration to the sample. This internal standard enables to map the detected intensity of the target molecule against an external calibration curve. This approach, however, ignores local noise levels and disproportional ion suppression effects, which might depend on the concentration of the target compound. To overcome these issues, we propose a novel approach that applies several isotopically labeled versions, each at a different concentration, to the sample. This allows creating individual internal calibration curves for every MSI pixel. As proof of principle, we have quantified an endogenous peptide of histone H4 by matrix-assisted laser desorption/ionization-Q-MSI (MALDI-Q-MSI), using a mixture of three isotopically labeled versions. The usage of a fourth label allowed us to compare the gold standard to our multilabel approach. We observed substantial heterogeneity in ion suppression across the tissue, which disclosed itself as varying slopes in the per-pixel regression analyses. These slopes were histology-dependent and differed from each other by up to a factor of 4. The results were validated by liquid chromatography-mass spectrometry (LC-MS), exhibiting a high agreement between LC-MS and MALDI-Q-MSI (Pearson correlation r = 0.87). A comparison between the multilabel and single-label approaches revealed a higher accuracy for the multilabel method when the local target compound concentration differed too much from the concentration of the single label. In conclusion, we show that the multilabel approach provides superior quantitation compared to a single-label approach, in case the target compound is inhomogeneously distributed at a wide concentration range in the tissue.
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Affiliation(s)
- Frédéric Dewez
- Maastricht
Multimodal Molecular Imaging Institute (M4I), Maastricht University, 6200 MD Maastricht, The Netherlands
- Mass
Spectrometry Laboratory (MSLab), University
of Liège, 4000 Liège, Belgium
| | - Edwin De Pauw
- Mass
Spectrometry Laboratory (MSLab), University
of Liège, 4000 Liège, Belgium
| | - Ron M. A. Heeren
- Maastricht
Multimodal Molecular Imaging Institute (M4I), Maastricht University, 6200 MD Maastricht, The Netherlands
| | - Benjamin Balluff
- Maastricht
Multimodal Molecular Imaging Institute (M4I), Maastricht University, 6200 MD Maastricht, The Netherlands
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Haler JRN, Far J, de la Rosa VR, Kune C, Hoogenboom R, De Pauw E. Using Ion Mobility-Mass Spectrometry to Extract Physicochemical Enthalpic and Entropic Contributions from Synthetic Polymers. J Am Soc Mass Spectrom 2021; 32:330-339. [PMID: 33269928 DOI: 10.1021/jasms.0c00349] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Ion mobility-mass spectrometry (IM-MS) experiments are mostly used hand in hand with computational chemistry to correlate mobility measurements to the shape of the ions. Recently, we developed an automatable method to fit IM data obtained with synthetic homopolymers (i.e., collision cross sections; CCS) without resorting to computational chemistry. Here, we further develop the experimental IM data interpretation to explore physicochemical properties of a series of nine polymers and their monomer units by monitoring the relationship between the CCS and the degree of polymerization (DP). Several remarkable points of the CCS evolutions as a function of the DP were found: the first observed DP of each charge state (ΔDPfirst DP), the DPs constituting the structural rearrangements (ΔDPrearr), and the DPs at the half-rearrangement (DPhalf-rearr). Given that these remarkable points do not rely on absolute CCS values, but on their relative evolution, they can be extracted from CCS or raw IM data without accurate IM calibration. Properties such as coordination numbers of the cations, steric hindrance, or side chain flexibility can be compared. This leads to fit parameter predictions based on the nature of the monomer unit. The interpretation of the fit parameters, extracted using solely experimental data, allows a rapid screening of the properties of the polymers.
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Affiliation(s)
- Jean R N Haler
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
- LIST - Luxembourg Institute of Science and Technology, Materials Research and Technology Department, 41 rue du Brill, L-4422 Belvaux, Luxembourg
| | - Johann Far
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Victor R de la Rosa
- Supramolecular Chemistry Group, Centre of Macromolecular Chemistry (CMaC), Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281 S4, B-9000 Ghent, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Richard Hoogenboom
- Supramolecular Chemistry Group, Centre of Macromolecular Chemistry (CMaC), Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281 S4, B-9000 Ghent, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
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30
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Herman X, Far J, Courtoy A, Bouhon L, Quinton L, De Pauw E, Chaumont F, Navarre C. Inactivation of N-Acetylglucosaminyltransferase I and α1,3-Fucosyltransferase Genes in Nicotiana tabacum BY-2 Cells Results in Glycoproteins With Highly Homogeneous, High-Mannose N-Glycans. Front Plant Sci 2021; 12:634023. [PMID: 33584780 PMCID: PMC7873608 DOI: 10.3389/fpls.2021.634023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 01/05/2021] [Indexed: 05/21/2023]
Abstract
Nicotiana tabacum Bright Yellow-2 (BY-2) suspension cells are among the most commonly used plant cell lines for producing biopharmaceutical glycoproteins. Recombinant glycoproteins are usually produced with a mix of high-mannose and complex N-glycans. However, N-glycan heterogeneity is a concern for the production of therapeutic or vaccine glycoproteins because it can alter protein activity and might lead to batch-to-batch variability. In this report, a BY-2 cell line producing glycoproteins devoid of complex N-glycans was obtained using CRISPR/Cas9 edition of two N-acetylglucosaminyltransferase I (GnTI) genes, whose activity is a prerequisite for the formation of all complex N-glycans. The suppression of complex N-glycans in the GnTI-knocked out (KO) cell lines was assessed by Western blotting. Lack of β1,2-xylose residues confirmed the abolition of GnTI activity. Unexpectedly, α1,3-fucose residues were still detected albeit dramatically reduced as compared with wild-type cells. To suppress the remaining α1,3-fucose residues, a second genome editing targeted both GnTI and α1,3-fucosyltransferase (FucT) genes. No β1,2-xylose nor α1,3-fucose residues were detected on the glycoproteins produced by the GnTI/FucT-KO cell lines. Absence of complex N-glycans on secreted glycoproteins of GnTI-KO and GnTI/FucT-KO cell lines was confirmed by mass spectrometry. Both cell lines produced high-mannose N-glycans, mainly Man5 (80 and 86%, respectively) and Man4 (16 and 11%, respectively). The high degree of N-glycan homogeneity and the high-mannose N-glycosylation profile of these BY-2 cell lines is an asset for their use as expression platforms.
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Affiliation(s)
- Xavier Herman
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Louvain-la-Neuve, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory-MolSys, GIGA Proteomics Facility, University of Liège, Liège, Belgium
| | - Adeline Courtoy
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Louvain-la-Neuve, Belgium
| | - Laurent Bouhon
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Louvain-la-Neuve, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory-MolSys, GIGA Proteomics Facility, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory-MolSys, GIGA Proteomics Facility, University of Liège, Liège, Belgium
| | - François Chaumont
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Louvain-la-Neuve, Belgium
- *Correspondence: François Chaumont,
| | - Catherine Navarre
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Louvain-la-Neuve, Belgium
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31
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Morsa D, Hanozin E, Gabelica V, De Pauw E. Response to Comment on Effective Temperature and Structural Rearrangement in Trapped Ion Mobility Spectrometry. Anal Chem 2020; 92:16334-16337. [DOI: 10.1021/acs.analchem.0c03937] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Denis Morsa
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Emeline Hanozin
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Valérie Gabelica
- University of Bordeaux, CNRS, INSERM, ARNA, UMR 5320, U1212, IECB, F-33600 Bordeaux, France
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
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32
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Pierre N, Baiwir D, Huynh-Thu VA, Mazzucchelli G, Smargiasso N, De Pauw E, Bouhnik Y, Laharie D, Colombel JF, Meuwis MA, Louis E. Discovery of biomarker candidates associated with the risk of short-term and mid/long-term relapse after infliximab withdrawal in Crohn's patients: a proteomics-based study. Gut 2020; 70:gutjnl-2020-322100. [PMID: 33106355 DOI: 10.1136/gutjnl-2020-322100] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 09/30/2020] [Accepted: 10/02/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVE A subset of Crohn's disease (CD) patients experiences mid/long-term remission after infliximab withdrawal. Biomarkers are needed to identify those patients. DESIGN New biomarkers of relapse were searched in the baseline serum of CD patients stopping infliximab when they were under combined therapy (antimetabolite and infliximab) and stable clinical remission (diSconTinuation in CrOhn's disease patients in stable Remission on combined therapy with Immunosuppressors cohort, n=102). From shotgun proteomics experiment (discovery step), biomarker candidates were identified and further targeted by selected reaction monitoring (verification step). The dataset was stratified to search for markers of short-term (<6 months) or mid/long-term relapse (>6 months). The risk of relapse and the predicting capacity associated with biomarker candidates were evaluated using univariate Cox model and log-rank statistic, respectively. To test their complementary predicting capacity, biomarker candidates were systematically combined in pairs. RESULTS Distinct biomarker candidates were associated with the risk (HR) of short-term (15 proteins, 2.9
CONCLUSION We identified for the first time circulating biomarker candidates associated with the risk of mid/long-term relapse in CD patients stopping infliximab. We also highlight a sequence of pathophysiological processes leading to relapse, this could help to better understand the disease progression. Our findings may pave the way for a better non-invasive evaluation of the risk of relapse when contemplating antitumour necrosis factor α withdrawal in CD patients.
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Affiliation(s)
- Nicolas Pierre
- Laboratory of Translational Gastroenterology, GIGA-Institute, Liege University, Liege, Belgium
| | | | - Vân Anh Huynh-Thu
- Department of Electrical Engineering and Computer Science, Liege University, Liege, Belgium
| | - Gabriel Mazzucchelli
- Laboratory of Mass Spectrometry, MolSys Research Unit, Liege University, Liege, Belgium
| | - Nicolas Smargiasso
- Laboratory of Mass Spectrometry, MolSys Research Unit, Liege University, Liege, Belgium
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry, MolSys Research Unit, Liege University, Liege, Belgium
| | - Yoram Bouhnik
- Service de Gastroentérologie et Assistance Nutritive, Hôpital Beaujon, Clichy, France
| | - David Laharie
- Service d'Hépato-Gastroentérologie, CHU de Bordeaux, Bordeaux, France
| | - Jean-Frédéric Colombel
- Division of Gastroenterology, Icahn School of Medicine at Mount Sina, New York, New York, USA
| | - Marie-Alice Meuwis
- Laboratory of Translational Gastroenterology, GIGA-Institute, Liege University, Liege, Belgium
- Hepato-Gastroenterology and Digestive Oncology Department, Liege University, Liege, Belgium
| | - Edouard Louis
- Laboratory of Translational Gastroenterology, GIGA-Institute, Liege University, Liege, Belgium
- Hepato-Gastroenterology and Digestive Oncology Department, Liege University, Liege, Belgium
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33
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Merli AM, Vieujean S, Massot C, Blétard N, Quesada Calvo F, Baiwir D, Mazzucchelli G, Servais L, Wéra O, Oury C, de Leval L, Sempoux C, Manzini R, Bluemel S, Scharl M, Rogler G, De Pauw E, Coimbra Marques C, Colard A, Vijverman A, Delvenne P, Louis E, Meuwis MA. Solute carrier family 12 member 2 as a proteomic and histological biomarker of dysplasia and neoplasia in ulcerative colitis. J Crohns Colitis 2020; 15:jjaa168. [PMID: 32920643 DOI: 10.1093/ecco-jcc/jjaa168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Ulcerative colitis (UC) patients have a greater risk of developing colorectal cancer through inflammation-dysplasia-carcinoma sequence of transformation. The histopathological diagnosis of dysplasia is therefore of critical clinical relevance, but dysplasia may be difficult to distinguish from inflammatory changes. METHODS A proteomic pilot study on 5 UC colorectal dysplastic patients highlighted proteins differentially distributed between paired dysplastic, inflammatory and normal tissues. The best candidate marker was selected and immunohistochemistry confirmation was performed on AOM/DSS mouse model lesions, 37 UC dysplasia, 14 UC cancers, 23 longstanding UC, 35 sporadic conventional adenomas, 57 sporadic serrated lesions and 82 sporadic colorectal cancers. RESULTS Differential proteomics found 11 proteins significantly more abundant in dysplasia compared to inflammation, including Solute carrier family 12 member 2 (SLC12A2) which was confidently identified with 8 specific peptides and was below the limit of quantitation in both inflammatory and normal colon. SLC12A2 immunohistochemical analysis confirmed the discrimination of preneoplastic and neoplastic lesions from inflammatory lesions in mice, UC and in sporadic contexts. A specific SLC12A2 staining pattern termed "loss of gradient" reached 89% sensitivity, 95% specificity and 92% accuracy for UC-dysplasia diagnosis together with an inter-observer agreement of 95.24% (multirater κfree of 0.90; IC95%: 0.78 - 1.00). Such discrimination could not be obtained by Ki67 staining. This specific pattern was also associated with sporadic colorectal adenomas and cancers. CONCLUSIONS We found a specific SLC12A2 immunohistochemical staining pattern in precancerous and cancerous colonic UC-lesions which could be helpful for diagnosing dysplasia and cancer in UC and non-UC patients.
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Affiliation(s)
- Angela-Maria Merli
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
| | - Sophie Vieujean
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
- Hepato-Gastroenterology and Digestive Oncology, University Hospital CHU of Liège, Liège, Belgium
| | - Charlotte Massot
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
- Hepato-Gastroenterology and Digestive Oncology, University Hospital CHU of Liège, Liège, Belgium
| | - Noella Blétard
- Pathological Anatomy and Cytology, University Hospital CHU of Liège, Liège, Belgium
| | | | | | | | - Laurence Servais
- Laboratory of Cardiology, GIGA-Cardiovascular Sciences, University of Liège, Liège, Belgium
| | - Odile Wéra
- Laboratory of Cardiology, GIGA-Cardiovascular Sciences, University of Liège, Liège, Belgium
| | - Cécile Oury
- Laboratory of Cardiology, GIGA-Cardiovascular Sciences, University of Liège, Liège, Belgium
| | - Laurence de Leval
- Institute of Pathology, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Christine Sempoux
- Institute of Pathology, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne, Switzerland
| | - Roberto Manzini
- Department of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Sena Bluemel
- Department of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Michael Scharl
- Department of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Gerhard Rogler
- Department of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry, University of Liège, Liège, Belgium
| | - C Coimbra Marques
- Abdominal Surgery Department, University Hospital CHU of Liège, Liège, Belgium
| | - Arnaud Colard
- Department of Gastroenterology, CHC Clinique Saint-Joseph, Liège, Belgium
| | - Anne Vijverman
- Department of Gastroenterology, CHR Citadelle, Liège, Belgium
| | - Philippe Delvenne
- Pathological Anatomy and Cytology, University Hospital CHU of Liège, Liège, Belgium
| | - Edouard Louis
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
- Hepato-Gastroenterology and Digestive Oncology, University Hospital CHU of Liège, Liège, Belgium
- Equally contributed to this work
| | - Marie-Alice Meuwis
- Laboratory of Translational Gastroenterology, University of Liège, Liège, Belgium
- Hepato-Gastroenterology and Digestive Oncology, University Hospital CHU of Liège, Liège, Belgium
- Equally contributed to this work
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34
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Dewez F, Oejten J, Henkel C, Hebeler R, Neuweger H, De Pauw E, Heeren RMA, Balluff B. MS Imaging‐Guided Microproteomics for Spatial Omics on a Single Instrument. Proteomics 2020; 20:e1900369. [DOI: 10.1002/pmic.201900369] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 07/13/2020] [Indexed: 11/10/2022]
Affiliation(s)
- Frédéric Dewez
- Maastricht MultiModal Molecular Imaging (M4I) Institute Division of Imaging Mass Spectrometry Maastricht University Universiteitssingel 50 Maastricht 6229 ER The Netherlands
- Mass Spectrometry Laboratory (MSLab) Department of Chemistry University of Liège Liège 4000 Belgium
| | | | | | | | | | - Edwin De Pauw
- Mass Spectrometry Laboratory (MSLab) Department of Chemistry University of Liège Liège 4000 Belgium
| | - Ron M. A. Heeren
- Maastricht MultiModal Molecular Imaging (M4I) Institute Division of Imaging Mass Spectrometry Maastricht University Universiteitssingel 50 Maastricht 6229 ER The Netherlands
| | - Benjamin Balluff
- Maastricht MultiModal Molecular Imaging (M4I) Institute Division of Imaging Mass Spectrometry Maastricht University Universiteitssingel 50 Maastricht 6229 ER The Netherlands
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35
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Reynaud S, Ciolek J, Degueldre M, Saez NJ, Sequeira AF, Duhoo Y, Brás JLA, Meudal H, Cabo Díez M, Fernández Pedrosa V, Verdenaud M, Boeri J, Pereira Ramos O, Ducancel F, Vanden Driessche M, Fourmy R, Violette A, Upert G, Mourier G, Beck-Sickinger AG, Mörl K, Landon C, Fontes CMGA, Miñambres Herráiz R, Rodríguez de la Vega RC, Peigneur S, Tytgat J, Quinton L, De Pauw E, Vincentelli R, Servent D, Gilles N. A Venomics Approach Coupled to High-Throughput Toxin Production Strategies Identifies the First Venom-Derived Melanocortin Receptor Agonists. J Med Chem 2020; 63:8250-8264. [PMID: 32602722 DOI: 10.1021/acs.jmedchem.0c00485] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Animal venoms are rich in hundreds of toxins with extraordinary biological activities. Their exploitation is difficult due to their complexity and the small quantities of venom available from most venomous species. We developed a Venomics approach combining transcriptomic and proteomic characterization of 191 species and identified 20,206 venom toxin sequences. Two complementary production strategies based on solid-phase synthesis and recombinant expression in Escherichia coli generated a physical bank of 3597 toxins. Screened on hMC4R, this bank gave an incredible hit rate of 8%. Here, we focus on two novel toxins: N-TRTX-Preg1a, exhibiting an inhibitory cystine knot (ICK) motif, and N-BUTX-Ptr1a, a short scorpion-CSαβ structure. Neither N-TRTX-Preg1a nor N-BUTX-Ptr1a affects ion channels, the known targets of their toxin scaffolds, but binds to four melanocortin receptors with low micromolar affinities and activates the hMC1R/Gs pathway. Phylogenetically, these two toxins form new groups within their respective families and represent novel hMC1R agonists, structurally unrelated to the natural agonists.
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Affiliation(s)
- Steve Reynaud
- Université Paris-Sud, 15 Rue Georges Clemenceau, Orsay 91405 France.,Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Justyna Ciolek
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Michel Degueldre
- Mass Spectrometry Laboratory, Université de Liège, Allée du six Aout 11, Quartier Agora, Liege 4000 Belgium.,Department of Analytical Science Biologicals, UCB, Chemin du Foriest, Braine L'Alleud 1420 Belgium
| | - Natalie J Saez
- Centre National de la Recherche Scientifique, Architecture et Fonction des Macromolécules Biologiques, Campus de Luminy, Marseille 13288 France.,Institute for Molecular Bioscience, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Ana Filipa Sequeira
- Universidade de Lisboa, CIISA - Faculdade de Medicina Veterinária, Avenida da Universidade Técnica, Lisboa 1300-477 Portugal.,NZYTech Lda, Genes & Enzymes, Estrada do Paço do Lumiar, Campus do Lumiar, Edifício E - R/C, Lisboa 1649-038 Portugal
| | - Yoan Duhoo
- Centre National de la Recherche Scientifique, Architecture et Fonction des Macromolécules Biologiques, Campus de Luminy, Marseille 13288 France.,Institute for Molecular Bioscience, The University of Queensland, St Lucia 4072, QLD, Australia
| | - Joana L A Brás
- Universidade de Lisboa, CIISA - Faculdade de Medicina Veterinária, Avenida da Universidade Técnica, Lisboa 1300-477 Portugal.,NZYTech Lda, Genes & Enzymes, Estrada do Paço do Lumiar, Campus do Lumiar, Edifício E - R/C, Lisboa 1649-038 Portugal
| | - Hervé Meudal
- Centre National de la Recherche Scientifique, Centre de Biophysique Moléculaire, rue Charles Sadron, Orléans 45071 France
| | - Miguel Cabo Díez
- Next-Generation Sequencing Laboratory, Sistemas Genómicos Ltd., Ronda de Guglielmo Marconi, 6, Paterna 46980 Spain
| | - Victoria Fernández Pedrosa
- Next-Generation Sequencing Laboratory, Sistemas Genómicos Ltd., Ronda de Guglielmo Marconi, 6, Paterna 46980 Spain
| | - Marion Verdenaud
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Julia Boeri
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Oscar Pereira Ramos
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Frédéric Ducancel
- Université Paris Saclay, CEA, Département IDMIT, 18 route du Panorama, 92265 Fontenay-aux-Roses, France
| | - Margot Vanden Driessche
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Rudy Fourmy
- Alphabiotoxine Laboratory sprl, Barberie 15, Montroeul-au-bois 7911 Belgium
| | - Aude Violette
- Alphabiotoxine Laboratory sprl, Barberie 15, Montroeul-au-bois 7911 Belgium
| | - Grégory Upert
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Gilles Mourier
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | | | - Karin Mörl
- Institute of Biochemistry, Universitat Leipzig, Leipzig 04103 Germany
| | - Céline Landon
- Centre National de la Recherche Scientifique, Centre de Biophysique Moléculaire, rue Charles Sadron, Orléans 45071 France
| | - Carlos M G A Fontes
- Universidade de Lisboa, CIISA - Faculdade de Medicina Veterinária, Avenida da Universidade Técnica, Lisboa 1300-477 Portugal.,NZYTech Lda, Genes & Enzymes, Estrada do Paço do Lumiar, Campus do Lumiar, Edifício E - R/C, Lisboa 1649-038 Portugal
| | - Rebeca Miñambres Herráiz
- Next-Generation Sequencing Laboratory, Sistemas Genómicos Ltd., Ronda de Guglielmo Marconi, 6, Paterna 46980 Spain
| | | | - Steve Peigneur
- Toxicology and Pharmacology, University of Leuven (KU Leuven), Herestraat 49, Leuven 3000 Belgium
| | - Jan Tytgat
- Toxicology and Pharmacology, University of Leuven (KU Leuven), Herestraat 49, Leuven 3000 Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, Université de Liège, Allée du six Aout 11, Quartier Agora, Liege 4000 Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, Université de Liège, Allée du six Aout 11, Quartier Agora, Liege 4000 Belgium
| | - Renaud Vincentelli
- Centre National de la Recherche Scientifique, Architecture et Fonction des Macromolécules Biologiques, Campus de Luminy, Marseille 13288 France
| | - Denis Servent
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
| | - Nicolas Gilles
- Université Paris Saclay, CEA, Département Médicaments et Technologies pour la Santé, SIMoS, Gif-sur-Yvette 91191 France
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36
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Morsa D, Hanozin E, Eppe G, De Pauw E. Solvent Adducts in Ion Mobility Spectrometry: Toward an Alternative Reaction Probe for Thermometer Ions. J Am Soc Mass Spectrom 2020; 31:1167-1171. [PMID: 32420738 DOI: 10.1021/jasms.0c00108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The fragmentation of benzylpyridinium "thermometer" ions is widely used to quantify the energetics of ions studied by mass spectrometry and other hyphenated techniques such as ion mobility. The reaction pathway leads to a benzylium cation with the release of a neutral pyridine. Using trapped ion mobility spectrometry, we noticed that the addition of acetonitrile, present in the electrosprayed solvent mixture, could occur on some electrophilic benzylium cations. This process results in the formation of adducts and in the appearance of a supplementary mobility peak. We here demonstrate that the addition takes place both in the electrospray source and inside the mobility analyzer, thereby evidencing possible outflow of solvent vapors downstream the instrument. By further characterizing the initial kinetics and the resulting equilibrium linked with the addition reaction, we presently discuss these as alternative probes to calibrate ion temperature in the framework of ion mobility.
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Affiliation(s)
- Denis Morsa
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Emeline Hanozin
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
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37
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Haler JRN, Massonnet P, Far J, Upert G, Gilles N, Mourier G, Quinton L, De Pauw E. Can IM-MS Collision Cross Sections of Biomolecules Be Rationalized Using Collision Cross-Section Trends of Polydisperse Synthetic Homopolymers? J Am Soc Mass Spectrom 2020; 31:990-995. [PMID: 32233380 DOI: 10.1021/jasms.9b00106] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
In the past, we developed a method inferring physicochemical properties from ion mobility mass spectrometry (IM-MS) data from polydisperse synthetic homopolymers. We extend here the method to biomolecules that are generally monodisperse. Similarities in the IM-MS behavior were illustrated on proteins and peptides. This allows one to identify ionic species for which intramolecular interactions lead to specific structures.
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Affiliation(s)
- Jean R N Haler
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Philippe Massonnet
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
- Maastricht Multimodal Molecular Imaging (M4I) Institute, Division of Imaging Mass Spectrometry, 6211 LK Maastricht, The Netherlands
| | - Johann Far
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Gregory Upert
- Commissariat à l'Energie Atomique CEA, DRF/SIMOPRO, 91191 Gif sur Yvette, France
| | - Nicolas Gilles
- Commissariat à l'Energie Atomique CEA, DRF/SIMOPRO, 91191 Gif sur Yvette, France
| | - Gilles Mourier
- Commissariat à l'Energie Atomique CEA, DRF/SIMOPRO, 91191 Gif sur Yvette, France
| | - Loïc Quinton
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
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Scheepers M, Spielmann J, Boulanger M, Carnol M, Bosman B, De Pauw E, Goormaghtigh E, Motte P, Hanikenne M. Intertwined metal homeostasis, oxidative and biotic stress responses in the Arabidopsis frd3 mutant. Plant J 2020; 102:34-52. [PMID: 31721347 DOI: 10.1111/tpj.14610] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 10/24/2019] [Accepted: 10/31/2019] [Indexed: 05/22/2023]
Abstract
FRD3 (FERRIC REDUCTASE DEFECTIVE 3) plays a major role in iron (Fe) and zinc (Zn) homeostasis in Arabidopsis. It transports citrate, which enables metal distribution in the plant. An frd3 mutant is dwarf and chlorotic and displays a constitutive Fe-deficiency response and strongly altered metal distribution in tissues. Here, we have examined the interaction between Fe and Zn homeostasis in an frd3 mutant exposed to varying Zn supply. Detailed phenotyping using transcriptomic, ionomic, histochemical and spectroscopic approaches revealed the full complexity of the frd3 mutant phenotype, which resulted from altered transition metal homeostasis, manganese toxicity, and oxidative and biotic stress responses. The cell wall played a key role in these processes, as a site for Fe and hydrogen peroxide accumulation, and displayed modified structure in the mutant. Finally, we showed that Zn excess interfered with these mechanisms and partially restored root growth of the mutant, without reverting the Fe-deficiency response. In conclusion, the frd3 mutant molecular phenotype is more complex than previously described and illustrates how the response to metal imbalance depends on multiple signaling pathways.
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Affiliation(s)
- Maxime Scheepers
- InBioS-PhytoSystems, Functional Genomics and Plant Molecular Imaging, University of Liège, 4000, Liège, Belgium
| | - Julien Spielmann
- InBioS-PhytoSystems, Functional Genomics and Plant Molecular Imaging, University of Liège, 4000, Liège, Belgium
| | - Madeleine Boulanger
- Laboratory of Mass Spectrometry, Departement of Chemistry, University of Liège, 4000, Liège, Belgium
- InBioS-Center for Protein Engineering (CIP), Bacterial Physiology and Genetics, University of Liège, 4000, Liège, Belgium
| | - Monique Carnol
- InBioS-PhytoSystems, Laboratory of Plant and Microbial Ecology, University of Liège, 4000, Liège, Belgium
| | - Bernard Bosman
- InBioS-PhytoSystems, Laboratory of Plant and Microbial Ecology, University of Liège, 4000, Liège, Belgium
| | - Edwin De Pauw
- Laboratory of Mass Spectrometry, Departement of Chemistry, University of Liège, 4000, Liège, Belgium
| | - Erik Goormaghtigh
- Structure and Function of Biological membranes, Center for Structural Biology and Bioinformatics, Université Libre de Bruxelles, 1050, Brussels, Belgium
| | - Patrick Motte
- InBioS-PhytoSystems, Functional Genomics and Plant Molecular Imaging, University of Liège, 4000, Liège, Belgium
| | - Marc Hanikenne
- InBioS-PhytoSystems, Functional Genomics and Plant Molecular Imaging, University of Liège, 4000, Liège, Belgium
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Haler JRN, Lemaur V, Far J, Kune C, Gerbaux P, Cornil J, De Pauw E. Sodium Coordination and Protonation of Poly(ethoxy phosphate) Chains in the Gas Phase Probed by Ion Mobility-Mass Spectrometry. J Am Soc Mass Spectrom 2020; 31:633-641. [PMID: 32020799 DOI: 10.1021/jasms.9b00079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The two-dimensional shape information yielded by ion mobility-mass spectrometry (IM-MS), usually reported as collision cross section (CCS), is often correlated to the underlying three-dimensional structures of the ions through computational chemistry. Here, we used theoretical approaches based on molecular mechanics (MM), molecular dynamics (MD), and density functional theory (DFT) to elucidate the structures of sodiated poly(ethoxy phosphate) polymer ions at different degrees of polymerization (DP) for three different charge states (1+, 2+, and 3+) by comparing computational results to experimentally obtained CCS values. From the calculated structures, we extract several key interaction distances which merge in clusters for all screened charge states and DPs, independent of the three-dimensional structures and the polymer ion structural rearrangements. These distances were also used to extract the minimum coordination numbers in poly(ethoxy phosphate) and to describe the preferred coordination geometries. When sodiated and protonated polymer ions are compared, the experimental CCS evolutions differ at small DP values and merge at higher DPs. We investigated in more depth this difference for two selected species, namely, [PEtP5 + 2Na+]2+ and [PEtP5 + 2H+]2+. For the protonated ions, we explored the different protonation sites to extract three-dimensional structure candidates and rationalize the CCS behaviors.
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Affiliation(s)
- Jean R N Haler
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Vincent Lemaur
- Laboratory for Chemistry of Novel Materials, Center of Innovation and Research in Materials and Polymers (CIRMAP), University of Mons (UMons), Place du Parc, 23, Mons 7000, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Christopher Kune
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
| | - Pascal Gerbaux
- Organic Synthesis and Mass Spectrometry Laboratory, Interdisciplinary Center for Mass Spectrometry (CISMa), University of Mons (UMons), Place du Parc, 23, Mons 7000, Belgium
| | - Jérôme Cornil
- Laboratory for Chemistry of Novel Materials, Center of Innovation and Research in Materials and Polymers (CIRMAP), University of Mons (UMons), Place du Parc, 23, Mons 7000, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, University of Liège, MolSys Research unit, Quartier Agora, Allée du Six Aout 11, B-4000 Liège, Belgium
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Morsa D, Hanozin E, Eppe G, Quinton L, Gabelica V, Pauw ED. Effective Temperature and Structural Rearrangement in Trapped Ion Mobility Spectrometry. Anal Chem 2020; 92:4573-4582. [DOI: 10.1021/acs.analchem.9b05850] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Denis Morsa
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Emeline Hanozin
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
| | - Valérie Gabelica
- University of Bordeaux, INSERM and CNRS, Laboratoire Acides Nucléiques: Régulations Naturelles et Artificielles (ARNA, U1212, UMR5320), IECB, Pessac 33600, France
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège 4000, Belgium
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Pierre N, Salée C, Massot C, Blétard N, Mazzucchelli G, Smargiasso N, Morsa D, Baiwir D, De Pauw E, Reenaers C, Van Kemseke C, Loly JP, Delvenne P, Meuwis MA, Louis E. Proteomics Highlights Common and Distinct Pathophysiological Processes Associated with Ileal and Colonic Ulcers in Crohn's Disease. J Crohns Colitis 2020; 14:205-215. [PMID: 31282946 DOI: 10.1093/ecco-jcc/jjz130] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 07/05/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Based on genetics and natural history, Crohn's disease can be separated into two entities, an ileal and a colonic disease. Protein-based approaches are needed to elucidate whether such subphenotypes are related to distinct pathophysiological processes. METHODS The proteome of ulcer edges was compared with that of paired control tissue samples [n = 32 biopsies] by differential proteomics in the ileum and the colon of Crohn's disease patients [n = 16]. The results were analysed using a hypothesis-driven approach [based on the literature] and a hypothesis-free approach [pathway enrichment analyses] to determine common and segment-specific pathophysiological processes associated with ileal and colonic CD ulcer edges. To confirm the involvement of a key pathway highlighted by proteomics, two proteins were also studied by immunochemistry. RESULTS In the ileum and the colon, 4428 and 5204 proteins, respectively, were identified and quantified. Ileal and colonic ulcer edges differed in having a distinct distribution of proteins associated with epithelial-mesenchymal transition, neutrophil degranulation, and ribosomes. Ileal and colonic ulcer edges were similarly characterized by an increase in the proteins implicated in the endoplasmic reticulum protein-processing pathway and a decrease in mitochondrial proteins. Immunochemistry confirmed the presence of endoplasmic reticulum stress in the mucosa of ileal and colonic ulcer edges. CONCLUSION This study provides protein-based evidence for partially distinct pathophysiological processes being associated with ileal and colonic ulcer edges in Crohn's disease patients. This could constitute a first step toward the development of gut segment-specific diagnostic markers and therapeutics.
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Affiliation(s)
- Nicolas Pierre
- Laboratory of Translational Gastroenterology, GIGA Institute, University of Liège, Liège, Belgium
| | - Catherine Salée
- Laboratory of Translational Gastroenterology, GIGA Institute, University of Liège, Liège, Belgium
| | - Charlotte Massot
- Laboratory of Translational Gastroenterology, GIGA Institute, University of Liège, Liège, Belgium
| | - Noëlla Blétard
- Department of Anatomy and Pathology, GIGA Institute, Liège University Hospital CHU, Liège, Belgium
| | - Gabriel Mazzucchelli
- Laboratory of Mass Spectrometry, Chemistry Department, University of Liège, Liège, Belgium
| | - Nicolas Smargiasso
- Laboratory of Mass Spectrometry, Chemistry Department, University of Liège, Liège, Belgium
| | - Denis Morsa
- GIGA Proteomics Facility, University of Liège, Liège, Belgium
| | | | - Edwin De Pauw
- Laboratory of Mass Spectrometry, Chemistry Department, University of Liège, Liège, Belgium
| | - Catherine Reenaers
- Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital CHU, Liège, Belgium
| | - Catherine Van Kemseke
- Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital CHU, Liège, Belgium
| | - Jean-Philippe Loly
- Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital CHU, Liège, Belgium
| | - Philippe Delvenne
- Department of Anatomy and Pathology, GIGA Institute, Liège University Hospital CHU, Liège, Belgium
| | - Marie-Alice Meuwis
- Laboratory of Translational Gastroenterology, GIGA Institute, University of Liège, Liège, Belgium.,Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital CHU, Liège, Belgium
| | - Edouard Louis
- Laboratory of Translational Gastroenterology, GIGA Institute, University of Liège, Liège, Belgium.,Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital CHU, Liège, Belgium
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Delvaux C, Massonnet P, Kune C, Haler JRN, Upert G, Mourier G, Gilles N, Quinton L, De Pauw E, Far J. Combination of Capillary Zone Electrophoresis-Mass Spectrometry, Ion Mobility-Mass Spectrometry, and Theoretical Calculations for Cysteine Connectivity Identification in Peptides Bearing Two Intramolecular Disulfide Bonds. Anal Chem 2020; 92:2425-2434. [PMID: 31885261 DOI: 10.1021/acs.analchem.9b03206] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Disulfide bonds between cysteine residues are commonly involved in the stability of numerous peptides and proteins and are crucial for providing biological activities. In such peptides, the appropriate cysteine connectivity ensures the proper conformation allowing an efficient binding to their molecular targets. Disulfide bond connectivity characterization is still challenging and is a critical issue in the analysis of structured peptides/proteins targeting pharmaceutical or pharmacological utilizations. This study describes the development of new and fast gas-phase and in-solution electrophoretic methods coupled to mass spectrometry to characterize the cysteine connectivity of disulfide bonds. For this purpose, disulfide isomers of three peptides bearing two intramolecular disulfide bonds but different cysteine connectivity have been investigated. Capillary zone electrophoresis and ion mobility both coupled to mass spectrometry were used to perform the separation in both aqueous and gas phases, respectively. The separation efficiency of each technique has been critically evaluated and compared. Finally, theoretical calculations were performed to support and explain the experimental data based on the predicted physicochemical properties of the different peptides.
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Affiliation(s)
- Cédric Delvaux
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium
| | - Philippe Massonnet
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium.,Maastricht Multimodal Molecular Imaging (M4I) Institute , Division of Imaging Mass Spectrometry , Maastricht , Limburg , Netherlands
| | - Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium
| | - Jean R N Haler
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium.,Department of Chemistry and Biochemistry , Florida International University , Miami , Florida 33199 , United States
| | - Gregory Upert
- Commissariat à l'Energie Atomique , DRF/Institut Joliot/SIMOPRO, Université Paris Sud , 91191 Gif-sur-Yvette , France
| | - Gilles Mourier
- Commissariat à l'Energie Atomique , DRF/Institut Joliot/SIMOPRO, Université Paris Sud , 91191 Gif-sur-Yvette , France
| | - Nicolas Gilles
- Commissariat à l'Energie Atomique , DRF/Institut Joliot/SIMOPRO, Université Paris Sud , 91191 Gif-sur-Yvette , France
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, Quartier Agora , University of Liège , Allée du Six Août 11 , B-4000 Liège , Belgium
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Ait Kaki A, Smargiasso N, Ongena M, Kara Ali M, Moula N, De Pauw E, Kacem Chaouche N. Characterization of New Fengycin Cyclic Lipopeptide Variants Produced by Bacillus amyloliquefaciens (ET) Originating from a Salt Lake of Eastern Algeria. Curr Microbiol 2020; 77:443-451. [PMID: 31894376 DOI: 10.1007/s00284-019-01855-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 12/19/2019] [Indexed: 11/27/2022]
Abstract
Fengycin antibiotic displays a strong antifungal activity and inhibits the growth of a wide range of plant pathogens especially filamentous fungi. The main objective of the present study is to characterize fengycin variants produced by B. amyloliquefaciens strain (ET). LC-MS analysis of fengycin extracts has shown several molecular ion peaks corresponding to conventional fengycin homologues (MH + : m/z 1463.9; 1491.9; 1506) and some new ones (MH + : m/z 1433; 1447; 1461; and 1477). Further characterization of these precursor ions was carried out by LC-MS.MS analysis. Reporter fragment ions were observed (named A and B), they correspond to the cleavage of Orn2-Tyr3 (A), Glu1-Orn2 (B), and used for identifying fengycin variants. The reporter fragment couple ions [A/B] at [m/z 966.5/1080.5] and [m/z 994.4 /1108.5] represent fengycin A and B, respectively. The diagnostic ions at ([m/z 980/1094]) may correspond to fengycin C3, D, S or B2. Interestingly, unknown diagnostic product ions at [m/z 951/1065] and [m/z 979/1093] were detected for the first time in this study which prove that they correspond to new fengycin variants, named fengycin X and fengycin Y, respectively. The fengycin X results from a substitution of the glutamine amino acid (Q), at position 8 of the fengycin A peptide part, by an isoleucine (I) or a leucine (L) residue. This mutation should be the same in fengycin Y but compared to fengycin B.
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Affiliation(s)
- Asma Ait Kaki
- Faculty of Sciences, Department of Biology, University of M'Hamed Bougara, 35000, Boumerdès, Algeria. .,Bioindustries Unit, Gembloux Agrobiotech, University of Liege, Passage of the Deportees 2, 5030, Gembloux, Belgium. .,Laboratory of Mycology, Biology and Biotechnology, Faculty of Natural and Life Sciences, Department of Applied Biology, University of Mentouri 1, 25000, Constantine, Algeria.
| | - Nicolas Smargiasso
- Mass Spectrometry Laboratory, Molecular Systems Research Unit, University of Liege, B6C, B 400, Liege, Belgium
| | - Marc Ongena
- Bioindustries Unit, Gembloux Agrobiotech, University of Liege, Passage of the Deportees 2, 5030, Gembloux, Belgium
| | - Mounira Kara Ali
- Laboratory of Mycology, Biology and Biotechnology, Faculty of Natural and Life Sciences, Department of Applied Biology, University of Mentouri 1, 25000, Constantine, Algeria
| | - Nassim Moula
- Department of Animal Productions, Faculty of Veterinary Medicine, University of Liege, Colonster Boulevard 20, 4000, Liege, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, Molecular Systems Research Unit, University of Liege, B6C, B 400, Liege, Belgium
| | - Noreddine Kacem Chaouche
- Laboratory of Mycology, Biology and Biotechnology, Faculty of Natural and Life Sciences, Department of Applied Biology, University of Mentouri 1, 25000, Constantine, Algeria
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Chevalier M, Ricart E, Hanozin E, Pupin M, Jacques P, Smargiasso N, De Pauw E, Lisacek F, Leclère V, Flahaut C. Kendrick Mass Defect Approach Combined to NORINE Database for Molecular Formula Assignment of Nonribosomal Peptides. J Am Soc Mass Spectrom 2019; 30:2608-2616. [PMID: 31659720 DOI: 10.1007/s13361-019-02314-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 07/03/2019] [Accepted: 08/10/2019] [Indexed: 06/10/2023]
Abstract
The identification of known (dereplication) or unknown nonribosomal peptides (NRPs) produced by microorganisms is a time consuming, expensive, and challenging task where mass spectrometry and nuclear magnetic resonance play a key role. The first step of the identification process always involves the establishment of a molecular formula. Unfortunately, the number of potential molecular formulae increases significantly with higher molecular masses and the lower precision of their measurements. In the present article, we demonstrate that molecular formula assignment can be achieved by a combined approach using the regular Kendrick mass defect (RKMD) and NORINE, the reference curated database of NRPs. We observed that irrespective of the molecular formula, the addition and subtraction of a given atom or atom group always leads to the same RKMD variation and nominal Kendrick mass (NKM). Graphically, these variations translated into a vector mesh can be used to connect an unknown molecule to a known NRP of the NORINE database and establish its molecular formula. We explain and illustrate this concept through the high-resolution mass spectrometry analysis of a commercially available mixture composed of four surfactins. The Kendrick approach enriched with the NORINE database content is a fast, useful, and easy-to-use tool for molecular mass assignment of known and unknown NRP structures.
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Affiliation(s)
- Mickaël Chevalier
- Univ. Lille, INRA, ISA, Univ. Artois, Univ. Littoral Côte d'Opale, EA 7394-Institut Charles Viollette (ICV), F-59000, Lille, France
| | - Emma Ricart
- Proteome informatics Group, SIB Swiss Institute of Bioinformatics (SIB), and Computer Science Department, University of Geneva, Geneva, Switzerland
| | - Emeline Hanozin
- Mass Spectrometry Laboratory, Molecular Systems - MolSys Research Unit, University of Liège, Liège, Belgium
| | - Maude Pupin
- Univ. Lille, CNRS, Centrale Lille, UMR 9189 - CRIStAL - Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000, Lille, France
- Inria-Lille Nord Europe, Bonsai team, F-59655, Villeneuve d'Ascq Cedex, France
| | - Philippe Jacques
- TERRA Research Centre, Microbial Processes and Interactions (MiPI), Gembloux Agro-Bio Tech University of Liège, B-5030, Gembloux, Belgium
| | - Nicolas Smargiasso
- Mass Spectrometry Laboratory, Molecular Systems - MolSys Research Unit, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, Molecular Systems - MolSys Research Unit, University of Liège, Liège, Belgium
| | - Frédérique Lisacek
- Proteome informatics Group, SIB Swiss Institute of Bioinformatics (SIB), and Computer Science Department, University of Geneva, Geneva, Switzerland
| | - Valérie Leclère
- Univ. Lille, INRA, ISA, Univ. Artois, Univ. Littoral Côte d'Opale, EA 7394-Institut Charles Viollette (ICV), F-59000, Lille, France
| | - Christophe Flahaut
- Univ. Lille, INRA, ISA, Univ. Artois, Univ. Littoral Côte d'Opale, EA 7394-Institut Charles Viollette (ICV), F-59000, Lille, France.
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Kune C, Delvaux C, Haler JRN, Quinton L, Eppe G, De Pauw E, Far J. A Mechanistic Study of Protonated Aniline to Protonated Phenol Substitution Considering Tautomerization by Ion Mobility Mass Spectrometry and Tandem Mass Spectrometry. J Am Soc Mass Spectrom 2019; 30:2238-2249. [PMID: 31520338 DOI: 10.1007/s13361-019-02321-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 08/01/2019] [Accepted: 08/11/2019] [Indexed: 06/10/2023]
Abstract
We report the use of ion mobility mass spectrometry (IMMS) and energy-resolved collisional activation to investigate gas-phase reactions of protonated aniline and protonated phenol. Protonated aniline prototropic tautomerization and nucleophilic substitution (SN1) to produce phenol with traces of water in the IMMS cell are reported. Tautomerization of protonated phenol and its ability to form protonated aniline in presence of ammonia in the gas phase are also observed. These results are supported by energy landscapes obtained from computational chemistry. These structure modifications in the IMMS cell affected the measured collision cross section (CCS). A thorough understanding of the gas-phase reactions occurring in IMMS appears mandatory before using the experimental CCS as a robust descriptor which is stated by the recent literature.
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Affiliation(s)
- Christopher Kune
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium.
| | - Cédric Delvaux
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium
| | - Jean R N Haler
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL, 33199, USA
| | - Loïc Quinton
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium
| | - Gauthier Eppe
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium
| | - Edwin De Pauw
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium
| | - Johann Far
- MOLSYS, Mass Spectrometry Laboratory, University of Liège, Quartier Agora, Allée du Six Aout 11, B-4000, Liège, Belgium
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Hanozin E, Grifnée E, Gattuso H, Matagne A, Morsa D, Pauw ED. Covalent Cross-Linking as an Enabler for Structural Mass Spectrometry. Anal Chem 2019; 91:12808-12818. [PMID: 31490660 DOI: 10.1021/acs.analchem.9b02491] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The number of studies referring to the structural elucidation of intact biomolecular systems using mass spectrometry techniques has gradually increased in the post-2000s literature topics. As part of native mass spectrometry, this domain capitalizes on the kinetic trapping of physiological folds in view of probing solution-like conformational properties of isolated molecules or complexes after their electrospray transfer to the gas phase. Despite its efficiency for a wide array of analytes, this approach is expected to be pushed to its limits when considering highly dynamic systems or when dealing with nonideal operating conditions. To circumvent these limitations, we challenge the adequacy of an original strategy based on cross-linkers to improve the gas-phase stability of isolated proteins and ensure the preservation of folded conformations when measuring with strong transmission voltages, by spraying from denaturing solvents, or trapping for extended periods of time. Tested on cytochrome c, myoglobin, and β-lactoglobulin cross-linked using BS3, we validated the process as structurally nonintrusive in solution using far-ultraviolet circular dichroism and unraveled the preservation of folded conformations showing better resilience to denaturation on cross-linked species using ion mobility. The resulting collision cross sections were found in agreement with the native fold, and a preservation of the proteins' secondary and tertiary structures was evidenced using molecular dynamics simulations. Our results provide new insights concerning the fate of electro-sprayed cross-linked conformers in the gas phase, while constituting promising evidence for the validation of this technique as part of future structural mass spectrometry workflows.
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Boulanger M, Delvaux C, Quinton L, Joris B, De Pauw E, Far J. Back cover:
Bacillus licheniformis
peptidoglycan characterization by CZE–MS: Assessment with the benchmark RP‐HPLC‐MS method. Electrophoresis 2019. [DOI: 10.1002/elps.201970176] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Hanozin E, Morsa D, De Pauw E. Two-Parameter Power Formalism for Structural Screening of Ion Mobility Trends: Applied Study on Artificial Molecular Switches. J Phys Chem A 2019; 123:8043-8052. [PMID: 31449411 DOI: 10.1021/acs.jpca.9b06121] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Recent literature provides increasing samples of structural studies relying on ion mobility coupled to mass spectrometry in view of characterizing gas-phase conformation and energetics properties of biomolecular ions. A typical framework consists in experimentally monitoring the collisional cross sections for various experimental conditions and using them as references to select appropriate candidate structures issued from theoretical modeling. Although it has proved successful for structural assignment, this process is resource costly and lengthy, namely due to intricacies in the selection of appropriate input geometries. In the present work, we propose simplified methodologies dedicated to the systematic screening of ion mobility data acquired on systems built from repetitive subunits and detail their application to challenging artificial molecular switch systems. Capitalizing on coarse-grained design, we first demonstrate how the assimilation of subunits into adequately assembled building-blocks can be used for fast assignments of a system topology. Further focusing on topology-specific differential ion mobility trends, we show that the building-block assemblies can be fused into single fully convex solid figure models, i.e., sphere and cylinder, whose projected areas follow a two-parameter power formalism A × nB. We show that the fitting parameters A and B were assigned as structural descriptors respectively associated with the dimensions of each constitutive subunit, i.e., size parameter, and with their assembled tridimensional arrangement, i.e., shape parameter. The present work provides a ready-to-use method for the screening of IM-MS data sets that is expected to facilitate the eventual design of input structures whenever advanced modeling calculations are required.
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Affiliation(s)
- Emeline Hanozin
- Mass Spectrometry Laboratory, MolSys Research Unit , University of Liège , 4000 Liège , Belgium
| | - Denis Morsa
- Mass Spectrometry Laboratory, MolSys Research Unit , University of Liège , 4000 Liège , Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit , University of Liège , 4000 Liège , Belgium
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Kune C, McCann A, Raphaël LR, Arias AA, Tiquet M, Van Kruining D, Martinez PM, Ongena M, Eppe G, Quinton L, Far J, De Pauw E. Rapid Visualization of Chemically Related Compounds Using Kendrick Mass Defect As a Filter in Mass Spectrometry Imaging. Anal Chem 2019; 91:13112-13118. [DOI: 10.1021/acs.analchem.9b03333] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Christopher Kune
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Andréa McCann
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - La Rocca Raphaël
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Anthony Arguelles Arias
- Microbial Processes and Interactions, Gembloux Agro-Bio Tech, TERRA Teaching and Research Centre, University of Liege, Gembloux, Belgium
| | - Mathieu Tiquet
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Daan Van Kruining
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Pilar Martinez Martinez
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Marc Ongena
- Microbial Processes and Interactions, Gembloux Agro-Bio Tech, TERRA Teaching and Research Centre, University of Liege, Gembloux, Belgium
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Loïc Quinton
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Johann Far
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, MolSys Research Unit, University of Liège, Liège, Belgium
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Smargiasso N, Nader J, Rioux S, Mazzucchelli G, Boutry M, De Pauw E, Chaumont F, Navarre C. Exploring the N-Glycosylation Profile of Glycoprotein B from Human Cytomegalovirus Expressed in CHO and Nicotiana tabacum BY-2 Cells. Int J Mol Sci 2019; 20:E3741. [PMID: 31370181 PMCID: PMC6696289 DOI: 10.3390/ijms20153741] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 07/23/2019] [Accepted: 07/30/2019] [Indexed: 02/01/2023] Open
Abstract
The ability to control the glycosylation pattern of recombinant viral glycoproteins represents a major prerequisite before their use as vaccines. The aim of this study consisted of expressing the large soluble ectodomain of glycoprotein B (gB) from Human Cytomegalovirus (HMCV) in Nicotiana tabacum Bright Yellow-2 (BY-2) suspension cells and of comparing its glycosylation profile with that of gB produced in Chinese hamster ovary (CHO) cells. gB was secreted in the BY-2 culture medium at a concentration of 20 mg/L and directly purified by ammonium sulfate precipitation and size exclusion chromatography. We then measured the relative abundance of N-glycans present on 15 (BY-2) and 17 (CHO) out of the 18 N-sites by multienzymatic proteolysis and mass spectrometry. The glycosylation profile differed at each N-site, some sites being occupied exclusively by oligomannosidic type N-glycans and others by complex N-glycans processed in some cases with additional Lewis A structures (BY-2) or with beta-1,4-galactose and sialic acid (CHO). The profiles were strikingly comparable between BY-2- and CHO-produced gB. These results suggest a similar gB conformation when glycoproteins are expressed in plant cells as site accessibility influences the glycosylation profile at each site. These data thus strengthen the BY-2 suspension cultures as an alternative expression system.
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Affiliation(s)
- Nicolas Smargiasso
- Mass Spectrometry Laboratory-MolSys, GIGA Proteomics Facility, University of Liège, 4000 Liège, Belgium
| | - Joseph Nader
- Louvain Institute for Biomolecular Science and Technology, UCLouvain, 1348 Louvain-la-Neuve, Belgium
| | | | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory-MolSys, GIGA Proteomics Facility, University of Liège, 4000 Liège, Belgium
| | - Marc Boutry
- Louvain Institute for Biomolecular Science and Technology, UCLouvain, 1348 Louvain-la-Neuve, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory-MolSys, GIGA Proteomics Facility, University of Liège, 4000 Liège, Belgium
| | - François Chaumont
- Louvain Institute for Biomolecular Science and Technology, UCLouvain, 1348 Louvain-la-Neuve, Belgium.
| | - Catherine Navarre
- Louvain Institute for Biomolecular Science and Technology, UCLouvain, 1348 Louvain-la-Neuve, Belgium
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