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Zhang J, Kumar M, Pinto S, Samarasinghe I, Attygalle AB. Differentiation of regioisomers of sulfobenzoic acid by traveling-wave ion mobility mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2024; 59:e5068. [PMID: 38989731 DOI: 10.1002/jms.5068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 05/29/2024] [Accepted: 06/05/2024] [Indexed: 07/12/2024]
Abstract
An ion mobility mass spectrometry (IM-MS) investigation using a Synapt G2 mass spectrometer was conducted to separate anions generated from the three regioisomers of sulfobenzoic acid. The results revealed that the differences in arrival time distributions (ATDs) were inadequate to differentiate the isomers unambiguously. However, the ATD profiles of the product ions, generated by fragmenting the respective mass-selected m/z 201 precursor ions in the Trap region of the three-compartment traveling-wave ion guide of the Synapt G2 mass spectrometer, were distinctly different, enabling definitive differentiation of the isomers. An arrival-time peak for an ion of m/z 157 resulting from the loss of CO2 from the respective precursors was common to all three mobilograms. However, only the profile recorded from the para-isomer exhibited a unique arrival-time peak for an ion of m/z 137, originating from an SO2 loss. Such a peak corresponding to an SO2 loss was absent in the ATD profiles of the ortho- and meta-isomers. Additionally, the mobilogram of the meta-isomer displayed a unique peak at 3.42 ms. Based on its product ion spectrum, this peak was attributed to the bisulfite anion (m/z 81; HSO3-). Previously, this meta-isomer specific m/z 81 ion had been proposed to originate from a two-step process involving the intermediacy of an m/z 157 ion formed by CO2 loss. However, our detailed tandem mass spectrometric experiments suggest that the m/z 81 is not a secondary product but rather an ion that originated from a direct elimination of a benzyne derivative from the m/z 201 precursor ion.
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Affiliation(s)
- Jinxin Zhang
- Center for Mass Spectrometry, Department of Chemistry and Chemical Biology, Stevens Institute of Technology, Hoboken, New Jersey, USA
| | - Meenu Kumar
- Center for Mass Spectrometry, Department of Chemistry and Chemical Biology, Stevens Institute of Technology, Hoboken, New Jersey, USA
| | - Spencer Pinto
- Center for Mass Spectrometry, Department of Chemistry and Chemical Biology, Stevens Institute of Technology, Hoboken, New Jersey, USA
| | - Ishira Samarasinghe
- Center for Mass Spectrometry, Department of Chemistry and Chemical Biology, Stevens Institute of Technology, Hoboken, New Jersey, USA
| | - Athula B Attygalle
- Center for Mass Spectrometry, Department of Chemistry and Chemical Biology, Stevens Institute of Technology, Hoboken, New Jersey, USA
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2
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Abstract
Metabolomics aims to profile the extensive array of metabolites that exists in different types of matrices using modern analytical techniques. These techniques help to separate, identify, and quantify the plethora of chemical compounds at various analytical platforms. Hence, ion mobility spectrometry (IMS) has emerged as an advanced analytical approach, exclusively owing to the 3D separation of metabolites and their isomers. Furthermore, separated metabolites are identified based on their mass fragmentation pattern and CCS (collision cross-section) values. The IMS provides an advanced alternative dimension to separate the isomeric metabolites with enhanced throughput with lesser chemical noise. Thus, the present review highlights the types, factors affecting the resolution, and applications of IMMS (Ion mobility mass spectrometry) for isomeric separations, and ionic contaminants in the plant samples. Furthermore, an overview of IMS-based applications for the identification of plant metabolites (volatile and non-volatile) over the last few decades has been discussed, followed by future assumptions for creating IM-based databases. Such approaches could be significant to accelerate and improve our knowledge of the vast chemical diversity found in plants.
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Affiliation(s)
- Robin Joshi
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, Himachal Pradesh, India
- Academy of Scientific and Innovative Research, (AcSIR), Ghaziabad, India
| | - Shruti Sharma
- Academy of Scientific and Innovative Research, (AcSIR), Ghaziabad, India
- Chemical Technology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, Himachal Pradesh, India
| | - Dinesh Kumar
- Academy of Scientific and Innovative Research, (AcSIR), Ghaziabad, India
- Chemical Technology Division, CSIR-Institute of Himalayan Bioresource Technology, Palampur, Himachal Pradesh, India
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3
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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. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:851-858. [PMID: 35467879 DOI: 10.1021/jasms.2c00035] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [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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4
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Lim TX, Pierens GK, Bernhardt PV, Ahamed M, Reutens DC. Synthesis, isolation and characterisation of fluorinated-benzimidazoisoquinoline regioisomers. MAGNETIC RESONANCE IN CHEMISTRY : MRC 2021; 59:1154-1159. [PMID: 34250653 DOI: 10.1002/mrc.5193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 07/08/2021] [Accepted: 07/08/2021] [Indexed: 06/13/2023]
Abstract
A pair of novel fluorinated-benzimidazoisoquinoline regioisomers was synthesised and isolated. Initial structural characterisation and identification employed 1D proton, 1D carbon, correlated spectroscopy (COSY), heteronuclear single quantum coherence (HSQC), and heteronuclear multiple bond correlation (HMBC) nuclear magnetic resonance spectroscopy and mass spectrometry. However, the fluorinated regioisomers could not be differentiated using nuclear magnetic resonance (NMR) alone. Density functional theory calculations and single-crystal X-ray diffraction experiments were used to completely characterise and identify the compounds.
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Affiliation(s)
- Ting Xiang Lim
- ARC Training Centre for Innovation in Biomedical Imaging Technology, Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
| | - Gregory K Pierens
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
| | - Paul V Bernhardt
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Muneer Ahamed
- ARC Training Centre for Innovation in Biomedical Imaging Technology, Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
| | - David C Reutens
- ARC Training Centre for Innovation in Biomedical Imaging Technology, Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
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5
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Ivashchenko DA, Cerqueira NM, Magalhães AL. Improving computational modeling coupled with ion mobility-mass spectrometry data for efficient drug metabolite structural determination. Struct Chem 2021. [DOI: 10.1007/s11224-021-01726-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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6
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Connolly JRFB, Munoz-Muriedas J, Lapthorn C, Higton D, Vissers JPC, Webb A, Beaumont C, Dear GJ. Investigation into Small Molecule Isomeric Glucuronide Metabolite Differentiation Using In Silico and Experimental Collision Cross-Section Values. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1976-1986. [PMID: 34296869 DOI: 10.1021/jasms.0c00427] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Identifying isomeric metabolites remains a challenging and time-consuming process with both sensitivity and unambiguous structural assignment typically only achieved through the combined use of LC-MS and NMR. Ion mobility mass spectrometry (IMMS) has the potential to produce timely and accurate data using a single technique to identify drug metabolites, including isomers, without the requirement for in-depth interpretation (cf. MS/MS data) using an automated computational pipeline by comparison of experimental collision cross-section (CCS) values with predicted CCS values. An ion mobility enabled Q-Tof mass spectrometer was used to determine the CCS values of 28 (14 isomeric pairs of) small molecule glucuronide metabolites, which were then compared to two different in silico models; a quantum mechanics (QM) and a machine learning (ML) approach to test these approaches. The difference between CCS values within isomer pairs was also assessed to evaluate if the difference was large enough for unambiguous structural identification through in silico prediction. A good correlation was found between both the QM- and ML-based models and experimentally determined CCS values. The predicted CCS values were found to be similar between ML and QM in silico methods, with the QM model more accurately describing the difference in CCS values between isomer pairs. Of the 14 isomeric pairs, only one (naringenin glucuronides) gave a sufficient difference in CCS values for the QM model to distinguish between the isomers with some level of confidence, with the ML model unable to confidently distinguish the studied isomer pairs. An evaluation of analyte structures was also undertaken to explore any trends or anomalies within the data set.
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Affiliation(s)
- John R F B Connolly
- RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin D02 YN77, Ireland
| | | | - Cris Lapthorn
- GlaxoSmithKline, Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, United Kingdom
| | - David Higton
- Waters Corporation, Stamford Ave, Wilmslow SK9 4AX, United Kingdom
| | | | - Alison Webb
- GlaxoSmithKline, Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, United Kingdom
| | - Claire Beaumont
- GlaxoSmithKline, Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, United Kingdom
| | - Gordon J Dear
- GlaxoSmithKline, Park Road, Ware, Hertfordshire SG12 0DP, United Kingdom
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7
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Nielson FF, Colby SM, Thomas DG, Renslow RS, Metz TO. Exploring the Impacts of Conformer Selection Methods on Ion Mobility Collision Cross Section Predictions. Anal Chem 2021; 93:3830-3838. [PMID: 33606495 DOI: 10.1021/acs.analchem.0c04341] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The prediction of structure dependent molecular properties, such as collision cross sections as measured using ion mobility spectrometry, are crucially dependent on the selection of the correct population of molecular conformers. Here, we report an in-depth evaluation of multiple conformation selection techniques, including simple averaging, Boltzmann weighting, lowest energy selection, low energy threshold reductions, and similarity reduction. Generating 50 000 conformers each for 18 molecules, we used the In Silico Chemical Library Engine (ISiCLE) to calculate the collision cross sections for the entire data set. First, we employed Monte Carlo simulations to understand the variability between conformer structures as generated using simulated annealing. Then we employed Monte Carlo simulations to the aforementioned conformer selection techniques applied on the simulated molecular property: the ion mobility collision cross section. Based on our analyses, we found Boltzmann weighting to be a good trade-off between precision and theoretical accuracy. Combining multiple techniques revealed that energy thresholds and root-mean-squared deviation-based similarity reductions can save considerable computational expense while maintaining property prediction accuracy. Molecular dynamic conformer generation tools like AMBER can continue to generate new lowest energy conformers even after tens of thousands of generations, decreasing precision between runs. This reduced precision can be ameliorated and theoretical accuracy increased by running density functional theory geometry optimization on carefully selected conformers.
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Affiliation(s)
- Felicity F Nielson
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington United States
| | - Sean M Colby
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington United States
| | - Dennis G Thomas
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington United States
| | - Ryan S Renslow
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington United States
| | - Thomas O Metz
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington United States
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8
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Ross DH, Xu L. Determination of drugs and drug metabolites by ion mobility-mass spectrometry: A review. Anal Chim Acta 2021; 1154:338270. [PMID: 33736803 DOI: 10.1016/j.aca.2021.338270] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/25/2021] [Accepted: 01/27/2021] [Indexed: 01/04/2023]
Abstract
Ion mobility-mass spectrometry (IM-MS) has gained increased applications in the characterization and identification of drugs and drug metabolites, largely owning to the complementary separation of analyte ions based on their gas-phase size and shape in the IM dimension in addition to their mass-to-charge ratios. In this review, we discuss recent advances in such applications. We first introduce various types of IM techniques, focusing on those that allow the measurement of collision cross section (CCS), the physical property of an ion that reflects its gas-phase size and shape. Next, we discuss the IM-MS landscape of the large chemical space of drugs and multimodal distributions of certain drugs in IM separation due to the presence of protomers. We then review drug metabolism reactions and discuss the application of IM-MS in separation and identification of isomeric drug metabolites. Subsequently, we discuss various approaches to generate theoretical and predicted CCS data, including theory-based calculation methods and data-driven prediction models, and currently available resources on these approaches. Finally, current limitations and future directions of application of IM-MS are discussed.
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Affiliation(s)
- Dylan H Ross
- Department of Medicinal Chemistry, University of Washington, 1959, NE Pacific Street, HSB H-172, Seattle, WA, USA
| | - Libin Xu
- Department of Medicinal Chemistry, University of Washington, 1959, NE Pacific Street, HSB H-172, Seattle, WA, USA.
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9
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Delvaux A, Rathahao-Paris E, Alves S. An emerging powerful technique for distinguishing isomers: Trapped ion mobility spectrometry time-of-flight mass spectrometry for rapid characterization of estrogen isomers. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2020; 34:e8928. [PMID: 32833266 DOI: 10.1002/rcm.8928] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/28/2020] [Accepted: 08/18/2020] [Indexed: 06/11/2023]
Abstract
RATIONALE Isomer metabolites are involved in metabolic pathways, and their characterization is essential but remains challenging even using high-performance analytical platforms. The addition of ion mobility prior to mass analysis can help to separate isomers. Here, the ability of a recently developed trapped ion mobility spectrometry system to separate metabolite isomers was examined. METHODS Three pairs of estrogen isomers were studied as a model of isomeric metabolites under both negative and positive electrospray ionization (ESI) modes using a commercial trapped ion mobility spectrometry-TOF mass spectrometer. The standard metabolites were also spiked into human urine to evaluate the efficiency of trapped ion mobility spectrometry to separate isomers in complex mixtures. RESULTS The estradiol glucuronide isomers (E2 β-3G and E2 β-17G) could be distinguished as deprotonated species, while the estradiol epimers (E2 β and E2 α) and the methoxyestradiol isomers (2-MeO-E2 β and 4-MeO-E2 β) were separated as lithiated adducts in positive ionization mode. When performing analyses in the urine matrix, no alteration in the ion mobility resolving power was observed and the measured collision cross section (CCS) values varied by less than 1.0%. CONCLUSIONS The trapped ion mobility spectrometry-TOF mass spectrometer enabled the separation of the metabolite isomers with very small differences in CCS values (ΔCCS% = 2%). It is shown to be an effective tool for the rapid characterization of isomers in complex matrices.
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Affiliation(s)
- Aurélie Delvaux
- Institut Parisien de Chimie Moléculaire, CNRS, Faculté des Sciences et de l'Ingénierie, Sorbonne Université, Paris, F-75005, France
| | - Estelle Rathahao-Paris
- Institut Parisien de Chimie Moléculaire, CNRS, Faculté des Sciences et de l'Ingénierie, Sorbonne Université, Paris, F-75005, France
- CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), SPI, Université Paris-Saclay, Gif-sur-Yvette, F-91191, France
| | - Sandra Alves
- Institut Parisien de Chimie Moléculaire, CNRS, Faculté des Sciences et de l'Ingénierie, Sorbonne Université, Paris, F-75005, France
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10
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Graton J, Hernández-Mesa M, Normand S, Dervilly G, Le Questel JY, Le Bizec B. Characterization of Steroids through Collision Cross Sections: Contribution of Quantum Chemistry Calculations. Anal Chem 2020; 92:6034-6042. [DOI: 10.1021/acs.analchem.0c00357] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Jérôme Graton
- CNRS, CEISAM, UMR 6230, Université de Nantes, Nantes F-44000, France
| | - Maykel Hernández-Mesa
- Laboratoire d’Etude des Résidus et Contaminants dans les Aliments (LABERCA), INRAE, Oniris, Nantes F-44307, France
| | - Samuel Normand
- CNRS, CEISAM, UMR 6230, Université de Nantes, Nantes F-44000, France
| | - Gaud Dervilly
- Laboratoire d’Etude des Résidus et Contaminants dans les Aliments (LABERCA), INRAE, Oniris, Nantes F-44307, France
| | | | - Bruno Le Bizec
- Laboratoire d’Etude des Résidus et Contaminants dans les Aliments (LABERCA), INRAE, Oniris, Nantes F-44307, France
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11
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Oliva E, Mathiron D, Rigaud S, Monflier E, Sevin E, Bricout H, Tilloy S, Gosselet F, Fenart L, Bonnet V, Pilard S, Djedaini-Pilard F. New Lipidyl-Cyclodextrins Obtained by Ring Opening of Methyl Oleate Epoxide Using Ball Milling. Biomolecules 2020; 10:E339. [PMID: 32093153 PMCID: PMC7072689 DOI: 10.3390/biom10020339] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 02/14/2020] [Accepted: 02/15/2020] [Indexed: 01/11/2023] Open
Abstract
Bearing grafts based on fatty esters derivatives, lipidyl-cyclodextrins (L-CDs) are compounds able to form water-soluble nano-objects. In this context, bicatenary biobased lipidic-cyclodextrins of low DS were easily synthesized from a fatty ester epoxide by means of alternative methods (ball-milling conditions, use of enzymes). The ring opening reaction of methyl oleate epoxide needs ball-milling and is highly specific of cyclodextrins in solventless conditions. L-CDs are thus composed of complex mixtures that were deciphered by an extensive structural analysis using mainly mass spectrometry and NMR spectroscopy. In addition, as part of their potential use as vectors of active drugs, these products were submitted to an integrity study on in vitro model of the blood-brain-barrier (BBB) and the intestinal epithelium. No toxicity has been observed, suggesting that applications for the vectorization of active ingredients can be expected.
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Affiliation(s)
- Estefania Oliva
- LG2A UMR CNRS 7378, Université de Picardie Jules Verne, 80039 Amiens CEDEX, France; (E.O.); (V.B.)
| | - David Mathiron
- Plateforme Analytique, Université de Picardie Jules Verne, 80039 Amiens CEDEX, France; (D.M.); (S.R.); (S.P.)
| | - Sébastien Rigaud
- Plateforme Analytique, Université de Picardie Jules Verne, 80039 Amiens CEDEX, France; (D.M.); (S.R.); (S.P.)
| | - Eric Monflier
- Univ. Artois, CNRS, Centrale Lille, Univ. Lille, UMR 8181–UCCS–Unité de Catalyse et Chimie du Solide, F-62300 Lens, France; (E.M.); (H.B.); (S.T.)
| | - Emmanuel Sevin
- LBHE EA 2465, Université d’Artois, 62307 Lens CEDEX, France; (E.S.); (F.G.); (L.F.)
| | - Hervé Bricout
- Univ. Artois, CNRS, Centrale Lille, Univ. Lille, UMR 8181–UCCS–Unité de Catalyse et Chimie du Solide, F-62300 Lens, France; (E.M.); (H.B.); (S.T.)
| | - Sébastien Tilloy
- Univ. Artois, CNRS, Centrale Lille, Univ. Lille, UMR 8181–UCCS–Unité de Catalyse et Chimie du Solide, F-62300 Lens, France; (E.M.); (H.B.); (S.T.)
| | - Fabien Gosselet
- LBHE EA 2465, Université d’Artois, 62307 Lens CEDEX, France; (E.S.); (F.G.); (L.F.)
| | - Laurence Fenart
- LBHE EA 2465, Université d’Artois, 62307 Lens CEDEX, France; (E.S.); (F.G.); (L.F.)
| | - Véronique Bonnet
- LG2A UMR CNRS 7378, Université de Picardie Jules Verne, 80039 Amiens CEDEX, France; (E.O.); (V.B.)
| | - Serge Pilard
- Plateforme Analytique, Université de Picardie Jules Verne, 80039 Amiens CEDEX, France; (D.M.); (S.R.); (S.P.)
| | - Florence Djedaini-Pilard
- LG2A UMR CNRS 7378, Université de Picardie Jules Verne, 80039 Amiens CEDEX, France; (E.O.); (V.B.)
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12
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Terry JP, Akrobotu PD, Negre CFA, Mniszewski SM. Quantum isomer search. PLoS One 2020; 15:e0226787. [PMID: 31940317 PMCID: PMC6961863 DOI: 10.1371/journal.pone.0226787] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 12/03/2019] [Indexed: 12/03/2022] Open
Abstract
Isomer search or molecule enumeration refers to the problem of finding all the isomers for a given molecule. Many classical search methods have been developed in order to tackle this problem. However, the availability of quantum computing architectures has given us the opportunity to address this problem with new (quantum) techniques. This paper describes a quantum isomer search procedure for determining all the structural isomers of alkanes. We first formulate the structural isomer search problem as a quadratic unconstrained binary optimization (QUBO) problem. The QUBO formulation is for general use on either annealing or gate-based quantum computers. We use the D-Wave quantum annealer to enumerate all structural isomers of all alkanes with fewer carbon atoms (n < 10) than Decane (C10H22). The number of isomer solutions increases with the number of carbon atoms. We find that the sampling time needed to identify all solutions scales linearly with the number of carbon atoms in the alkane. We probe the problem further by employing reverse annealing as well as a perturbed QUBO Hamiltonian and find that the combination of these two methods significantly reduces the number of samples required to find all isomers.
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Affiliation(s)
- Jason P. Terry
- Department of Physics and Astronomy, University of Georgia, Athens, Georgia, United States of America
- Data Science Initiative, Brown University, Providence, Rhode Island, United States of America
- Center for Nonlinear Studies (T-CNLS), Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Prosper D. Akrobotu
- Department of Mathematical Sciences, The University of Texas at Dallas, Richardson, Texas, United States of America
- Physics and Chemistry of Materials (T-1), Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Christian F. A. Negre
- Physics and Chemistry of Materials (T-1), Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Susan M. Mniszewski
- Information Sciences (CCS-3), Computer, Computational and Statistical Sciences Division, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
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13
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Ross DH, Seguin RP, Xu L. Characterization of the Impact of Drug Metabolism on the Gas-Phase Structures of Drugs Using Ion Mobility-Mass Spectrometry. Anal Chem 2019; 91:14498-14507. [PMID: 31613088 DOI: 10.1021/acs.analchem.9b03292] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Conventional strategies for drug metabolite identification employ a combination of liquid chromatography-mass spectrometry (LC-MS), which offers higher throughput but provides limited structural information, and nuclear magnetic resonance spectroscopy, which can achieves the most definitive identification but lacks throughput. Ion mobility-mass spectrometry (IM-MS) is a rapid, two-dimensional analysis that separates ions on the basis of their gas-phase size and shape (reflected by collision cross section, CCS) and their mass-to-charge (m/z) ratios. The rapid nature of IM separation combined with the structural information provided by CCS make IM-MS a promising technique for obtaining more structural information on drug metabolites without sacrificing analytical throughput. Here, we present an in vitro biosynthesis coupled with IM-MS strategy for rapid generation and analysis of drug metabolites. Drug metabolites were generated in vitro using pooled subcellular fractions derived from human liver and analyzed using a rapid flow injection-IM-MS method. We measured CCS values for 19 parent drugs and their 37 metabolites generated in vitro (78 values in total), representing a wide variety of metabolic modifications. Post-IM fragmentation and computational modeling were used to support metabolite identifications and explore the structural characteristics driving behaviors observed in IM separation. Overall, we found the effects of metabolic modifications on the gas-phase structures of the metabolites to be highly dependent upon the structural characteristics of the parent compounds and the specific position of the modification. This in vitro biosynthesis coupled with rapid IM-MS analysis workflow represents a promising platform for rapid and high-confidence identification of drug metabolites, applicable at a large scale.
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Affiliation(s)
- Dylan H Ross
- Department of Medicinal Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Ryan P Seguin
- Department of Medicinal Chemistry , University of Washington , Seattle , Washington 98195 , United States
| | - Libin Xu
- Department of Medicinal Chemistry , University of Washington , Seattle , Washington 98195 , United States
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14
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Colby SM, Nuñez JR, Hodas NO, Corley CD, Renslow RR. Deep Learning to Generate in Silico Chemical Property Libraries and Candidate Molecules for Small Molecule Identification in Complex Samples. Anal Chem 2019; 92:1720-1729. [DOI: 10.1021/acs.analchem.9b02348] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Sean M. Colby
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Jamie R. Nuñez
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Nathan O. Hodas
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Courtney D. Corley
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Ryan R. Renslow
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
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15
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Rister AL, Dodds ED. Ion Mobility Spectrometry and Tandem Mass Spectrometry Analysis of Estradiol Glucuronide Isomers. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2019; 30:2037-2040. [PMID: 31385258 PMCID: PMC6812596 DOI: 10.1007/s13361-019-02272-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 06/11/2019] [Accepted: 06/18/2019] [Indexed: 05/31/2023]
Abstract
Estradiol is an estrogenic steroid that can undergo glucuronidation at two different sites, which results in two estradiol glucuronide regioisomers. These isomers can be produced by different enzymes and can have different biological activities before being eliminated from the body. Although there have been previous methods that can distinguish the two isomers, these methods often have long acquisition times or high cost per analysis. In this study, traveling wave ion mobility spectrometry (TWIMS) coupled with mass spectrometry (MS) was employed to separate estradiol glucuronides using alkali metal adduction in positive ion mode, where the sodiated dimer adduct provided adequate separation both in single-component standards and in two-component mixtures. Additionally, in negative ion mode, tandem mass spectrometry (MS/MS) was used to quantitatively determine the relative composition of the two isomers. This was possible due to differences in the energetic requirements for loss of the glucuronic acid, which was characterized by energy-resolved collision-induced dissociation (CID). This work demonstrated that the intensity of the glucuronic acid neutral loss product as compared with the intensity of the intact precursor ion can be used to determine the percentage of each isomer present in a mixture. Overall, TWIMS successfully separated estradiol glucuronide isomers in positive ion mode and MS/MS via CID enables relative quantitation of each isomer in negative ion mode.
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Affiliation(s)
- Alana L Rister
- Department of Chemistry, University of Nebraska - Lincoln, 711 Hamilton Hall, Lincoln, NE, 68588-0304, USA
| | - Eric D Dodds
- Department of Chemistry, University of Nebraska - Lincoln, 711 Hamilton Hall, Lincoln, NE, 68588-0304, USA.
- Nebraska Center for Integrated Biomolecular Communication, University of Nebraska - Lincoln, Lincoln, NE, 68588-0304, USA.
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16
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Fitch WL, Khojasteh C, Aliagas I, Johnson K. Using LC Retention Times in Organic Structure Determination: Drug Metabolite Identification. Drug Metab Lett 2019; 12:93-100. [PMID: 30070179 PMCID: PMC6350196 DOI: 10.2174/1872312812666180802093347] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 06/13/2018] [Accepted: 07/31/2018] [Indexed: 11/26/2022]
Abstract
Background: There is a continued need for improvements in the efficiency of metabolite structure elucidation. Objective: We propose to take LC Retention Time (RT) into consideration during the process of structure determination. Methods: Herein, we develop a simple methodology that employs a Chromatographic Hydrophobicity Index (CHI) framework for standardizing LC conditions and introduce and utilize the concept of a pre-dictable CHI change upon Phase 1 biotransformation (CHIbt). Through the analysis of literature exam-ples, we offer a Quantitative Structure-Retention Relationship (QSRR) for several types of biotransfor-mation (especially hydroxylation) using physicochemical properties (clogP, hydrogen bonding). Results: The CHI system for retention indexing is shown to be practical and simple to implement. A da-tabase of CHIbt values has been created from re-incubation of 3 compounds and from analysis of an addi-tional 17 datasets from the literature. Application of this database is illustrated. Conclusion: In our experience, this simple methodology allows complementing the discovery efforts that saves resources for in-depth characterization using NMR.
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Affiliation(s)
- William L Fitch
- Department of Gastroenterology and Hepatology, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA 94305, United States
| | - Cyrus Khojasteh
- Department of Drug Metabolism and Pharmacokinetics 1 DNA Way MS 412a, Genentech Inc., South San Francisco, CA 94080, United States
| | - Ignacio Aliagas
- Discovery Chemistry, 1 DNA Way, Genentech Inc., South San Francisco, CA 94080, United States
| | - Kevin Johnson
- Department of Drug Metabolism and Pharmacokinetics 1 DNA Way MS 412a, Genentech Inc., South San Francisco, CA 94080, United States
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17
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Stark TD, Ranner J, Stiglbauer B, Weiss P, Stark S, Balemba OB, Hofmann T. Construction and Application of a Database for a Five-Dimensional Identification of Natural Compounds in Garcinia Species by Means of UPLC-ESI-TWIMS-TOF-MS: Introducing Gas Phase Polyphenol Conformer Drift Time Distribution Intensity Ratios. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:975-985. [PMID: 30576604 DOI: 10.1021/acs.jafc.8b06157] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Thirty-four reference compounds from G. buchananii were analyzed by means of UPLC-ESI-IMS-TOF-MS to build a database consisting of retention time, accurate m/ z of precursors and fragment ions, and rotationally averaged collision cross-sectional area (CCS). The CCS value of six selected compounds analyzed in bark extract in different concentrations and solvent systems showed excellent intra- and interday precision (RSD ≤ 0.9%). The established database was applied on different organs of G. buchananii as well as G. kola, G. mangostana, and G. cambogia enabling a fast and reliable identification of these natural bioactives. For several compounds, more than one drift time species could be highlighted, which we propose to be hydrogen bond stabilized rotational isomers transferred from solution to gas phase. We used all CCS values of one compound, and we propose to add also the intensity ratio of the conformers as a new and additional characteristic compound parameter in compound identification/screening/database applications to reduce dereplication and false positives and to strengthen the identification.
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Affiliation(s)
- Timo D Stark
- Lehrstuhl für Lebensmittelchemie und Molekulare Sensorik , Technische Universität München , Lise-Meitner-Str. 34 , 85354 Freising , Germany
| | - Josef Ranner
- Lehrstuhl für Lebensmittelchemie und Molekulare Sensorik , Technische Universität München , Lise-Meitner-Str. 34 , 85354 Freising , Germany
| | - Benedikt Stiglbauer
- Lehrstuhl für Lebensmittelchemie und Molekulare Sensorik , Technische Universität München , Lise-Meitner-Str. 34 , 85354 Freising , Germany
| | - Patrick Weiss
- Lehrstuhl für Lebensmittelchemie und Molekulare Sensorik , Technische Universität München , Lise-Meitner-Str. 34 , 85354 Freising , Germany
| | - Sofie Stark
- Lehrstuhl für Lebensmittelchemie und Molekulare Sensorik , Technische Universität München , Lise-Meitner-Str. 34 , 85354 Freising , Germany
| | - Onesmo B Balemba
- Department of Biological Sciences , University of Idaho , Moscow , Idaho 83844 , United States
| | - Thomas Hofmann
- Lehrstuhl für Lebensmittelchemie und Molekulare Sensorik , Technische Universität München , Lise-Meitner-Str. 34 , 85354 Freising , Germany
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18
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Ouyang H, Bo T, Zhang Z, Guo X, He M, Li J, Yang S, Ma X, Feng Y. Ion mobility mass spectrometry with molecular modelling to reveal bioactive isomer conformations and underlying relationship with isomerization. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2018; 32:1931-1940. [PMID: 30151930 DOI: 10.1002/rcm.8271] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 07/21/2018] [Accepted: 08/20/2018] [Indexed: 06/08/2023]
Abstract
RATIONALE In medicine and drug development, molecular modelling is an important tool. It is attractive to develop a platform connecting the theoretical structural modelling and the results from experimental measurement. In addition, the separation and structural analysis of bioactive constituent isomers are still challenging tasks. METHODS Drift tube ion mobility (IM) mass spectrometry (MS) provides the experimental collision cross section (CCS) which contains the structural information. The experimental CCS can be compared with the calculated CCS of the molecular modelling structures. This technique is especially useful for bioactive constituents in herbal medicine because active isomers with the same chemical formula are common in these samples. IM helps separate and identify these isomers and reveals details about their structures and conformations. RESULTS Two model bioactive constituents, caffeoylquinic acids (CQAs) and dicaffeoylquinic acids (di-CQAs), were selected to systematically investigate the influence of solution, ion source conditions and ion heating on the isomer CCS distributions. By comparing the calculated CCS with the experimental value, we identified the favorable conformations of CQAs. The most compact conformation of a CQA was less likely to isomerize than the more extended conformation. It was found that the isomerization tendency was in accord with the conformation favorability. CONCLUSIONS This study offers an effective approach to predict and demystify the conformation and isomerization of the active constituents in herbal medicines.
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Affiliation(s)
- Hui Ouyang
- Jiangxi University of Traditional Chinese Medicine, No. 818 Yunwan Road, Nanchang, 330002, China
| | - Tao Bo
- Agilent Technologies, No. 3, Wang Jing Bei Lu, Beijing, 100102, China
| | - Zhengxiang Zhang
- Agilent Technologies, No. 3, Wang Jing Bei Lu, Beijing, 100102, China
| | - Xinqiu Guo
- Ming De Tian Sheng Biotech Inc., Changping Campus of Peking University, Beijing, 102200, China
| | - Mingzhen He
- Jiangxi University of Traditional Chinese Medicine, No. 818 Yunwan Road, Nanchang, 330002, China
| | - Junmao Li
- Jiangxi University of Traditional Chinese Medicine, No. 818 Yunwan Road, Nanchang, 330002, China
| | - Shilin Yang
- Jiangxi University of Traditional Chinese Medicine, No. 818 Yunwan Road, Nanchang, 330002, China
- State Key Laboratory of Innovative Drug and Efficient Energy-Saving Pharmaceutical Equipment, No. 56 Yangming Road, Nanchang, 330006, China
| | - Xin Ma
- Agilent Technologies, No. 3, Wang Jing Bei Lu, Beijing, 100102, China
| | - Yulin Feng
- Jiangxi University of Traditional Chinese Medicine, No. 818 Yunwan Road, Nanchang, 330002, China
- State Key Laboratory of Innovative Drug and Efficient Energy-Saving Pharmaceutical Equipment, No. 56 Yangming Road, Nanchang, 330006, China
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19
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Mu Y, Schulz BL, Ferro V. Applications of Ion Mobility-Mass Spectrometry in Carbohydrate Chemistry and Glycobiology. Molecules 2018; 23:molecules23102557. [PMID: 30301275 PMCID: PMC6222328 DOI: 10.3390/molecules23102557] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 09/26/2018] [Accepted: 10/04/2018] [Indexed: 01/25/2023] Open
Abstract
Carbohydrate analyses are often challenging due to the structural complexity of these molecules, as well as the lack of suitable analytical tools for distinguishing the vast number of possible isomers. The coupled technique, ion mobility-mass spectrometry (IM-MS), has been in use for two decades for the analysis of complex biomolecules, and in recent years it has emerged as a powerful technique for the analysis of carbohydrates. For carbohydrates, most studies have focused on the separation and characterization of isomers in biological samples. IM-MS is capable of separating isomeric ions by drift time, and further characterizing them by mass analysis. Applications of IM-MS in carbohydrate analysis are extremely useful and important for understanding many biological mechanisms and for the determination of disease states, although efforts are still needed for higher sensitivity and resolution.
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Affiliation(s)
- Yuqing Mu
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia.
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane 4072, Australia.
| | - Benjamin L Schulz
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia.
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane 4072, Australia.
- Australian Research Council Industrial Transformation Training Centre for Biopharmaceutical Innovation, The University of Queensland, Brisbane 4072, Australia.
| | - Vito Ferro
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane 4072, Australia.
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane 4072, Australia.
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20
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A strategy for absolute quantitation of isomers using high performance liquid chromatography-ion mobility mass spectrometry and material balance principle. J Chromatogr A 2018; 1571:140-146. [DOI: 10.1016/j.chroma.2018.08.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 07/24/2018] [Accepted: 08/03/2018] [Indexed: 02/01/2023]
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21
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Feldberg L, Dong Y, Heinig U, Rogachev I, Aharoni A. DLEMMA-MS-Imaging for Identification of Spatially Localized Metabolites and Metabolic Network Map Reconstruction. Anal Chem 2018; 90:10231-10238. [DOI: 10.1021/acs.analchem.8b01644] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Liron Feldberg
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot, Israel
- Department of Analytical Chemistry, Israel Institute for Biological Research, Ness Ziona, Israel
| | - Yonghui Dong
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Uwe Heinig
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Ilana Rogachev
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Asaph Aharoni
- Department of Plant Sciences, Weizmann Institute of Science, Rehovot, Israel
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22
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Mehmood A, Janesko BG. Predicting ion mobility collision cross sections directly from standard quantum chemistry software. JOURNAL OF MASS SPECTROMETRY : JMS 2018; 53:432-434. [PMID: 29505693 DOI: 10.1002/jms.4078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 02/23/2018] [Accepted: 02/26/2018] [Indexed: 06/08/2023]
Abstract
A method is proposed to predict ions' collision cross-sectional area from properties that are already evaluated in standard quantum chemistry software. Computed molecular isodensity surface areas recover the predictions of existing projection approximations. Computed solvent cavity areas give comparable accuracy. This provides a simplified workflow for assigning ion-mobility mass spectra.
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Affiliation(s)
- Arshad Mehmood
- Department of Chemistry and Biochemistry, Texas Christian University, Fort Worth, TX, 76129, USA
| | - Benjamin G Janesko
- Department of Chemistry and Biochemistry, Texas Christian University, Fort Worth, TX, 76129, USA
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23
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O'Sullivan A, Salcedo J, Rubert J. Advanced analytical strategies for measuring free bioactive milk sugars: from composition and concentrations to human metabolic response. Anal Bioanal Chem 2018. [PMID: 29536151 DOI: 10.1007/s00216-018-0913-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Our daily food intake provides the nutrients to maintain health. However, in addition to the nutritional values, food can promote health and be beneficial in preventing diseases. Human milk is a unique food source that contains essential nutrients in the right balance and other bioactive factors that make it the ideal food for all healthy term infants. Human milk oligosaccharides (HMOs) play an important role in health, at several levels: acting as prebiotics promoting the growth of beneficial bacterial strains, preventing the growth of pathogenic bacteria in the intestine, and modulating the immune response against bacterial infections. However, despite their biological relevance and the advances made in the analytical field, very few studies have been carried out to better understand HMOs bioactivity mechanisms or to examine human metabolic response to dietary supplementation. This review describes the state-of-the-art of glycomics strategies, recent analytical methods, and future trends for the identification and discovery of bioactive sugars, the known mechanisms of action, and discusses findings of some recent human intervention trials.
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Affiliation(s)
- Aifric O'Sullivan
- UCD Institute for Food and Health, University College Dublin, Belfield, Dublin 4, Ireland
| | - Jaime Salcedo
- Department of Food Science & Technology, University of California-Davis, One Shields Av, Davis, CA, 95616, USA.,Chemistry Product Development, Waters Technologies Ireland Ltd., Wexford Business Park, Drinagh, Ireland
| | - Josep Rubert
- Department of Food Quality and Nutrition, Research and Innovation Centre, Fondazione Edmund Mach (FEM), Via E. Mach 1, 38010, San Michele all'Adige, Italy.
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24
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Ion mobility in the pharmaceutical industry: an established biophysical technique or still niche? Curr Opin Chem Biol 2018; 42:147-159. [DOI: 10.1016/j.cbpa.2017.11.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2017] [Revised: 11/10/2017] [Accepted: 11/15/2017] [Indexed: 01/01/2023]
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25
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Lee JW, Lee HHL, Davidson KL, Bush MF, Kim HI. Structural characterization of small molecular ions by ion mobility mass spectrometry in nitrogen drift gas: improving the accuracy of trajectory method calculations. Analyst 2018; 143:1786-1796. [DOI: 10.1039/c8an00270c] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
An accurate theoretical collision cross section calculation method in nitrogen was developed for reliable structural ion mobility mass spectrometry.
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Affiliation(s)
- Jong Wha Lee
- Center for Analytical Chemistry
- Division of Chemical and Medical Metrology
- Korea Research Institute of Standards and Science (KRISS)
- Daejeon 34113
- Republic of Korea
| | - Hyun Hee L. Lee
- Department of Chemistry
- Korea University
- Seoul 02841
- Republic of Korea
| | | | | | - Hugh I. Kim
- Department of Chemistry
- Korea University
- Seoul 02841
- Republic of Korea
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26
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Improving the discovery of secondary metabolite natural products using ion mobility-mass spectrometry. Curr Opin Chem Biol 2017; 42:160-166. [PMID: 29287234 DOI: 10.1016/j.cbpa.2017.12.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 11/30/2017] [Accepted: 12/11/2017] [Indexed: 02/07/2023]
Abstract
Secondary metabolite discovery requires an unbiased, comprehensive workflow to detect unknown unknowns for which little to no molecular knowledge exists. Untargeted mass spectrometry-based metabolomics is a powerful platform, particularly when coupled with ion mobility for high-throughput gas-phase separations to increase peak capacity and obtain gas-phase structural information. Ion mobility data are described by the amount of time an ion spends in the drift cell, which is directly related to an ion's collision cross section (CCS). The CCS parameter describes the size, shape, and charge of a molecule and can be used to characterize unknown metabolomic species. Here, we describe current and emerging applications of ion mobility-mass spectrometry for prioritization, discovery and structure elucidation, and spatial/temporal characterization.
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27
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Ivanova B, Spiteller M. Quantitative collision induced mass spectrometry of substituted piperazines – A correlative analysis between theory and experiment. J Mol Struct 2017. [DOI: 10.1016/j.molstruc.2017.07.107] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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28
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D'Atri V, Causon T, Hernandez-Alba O, Mutabazi A, Veuthey JL, Cianferani S, Guillarme D. Adding a new separation dimension to MS and LC-MS: What is the utility of ion mobility spectrometry? J Sep Sci 2017; 41:20-67. [PMID: 29024509 DOI: 10.1002/jssc.201700919] [Citation(s) in RCA: 115] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Revised: 09/19/2017] [Accepted: 09/19/2017] [Indexed: 12/12/2022]
Abstract
Ion mobility spectrometry is an analytical technique known for more than 100 years, which entails separating ions in the gas phase based on their size, shape, and charge. While ion mobility spectrometry alone can be useful for some applications (mostly security analysis for detecting certain classes of narcotics and explosives), it becomes even more powerful in combination with mass spectrometry and high-performance liquid chromatography. Indeed, the limited resolving power of ion mobility spectrometry alone can be tackled when combining this analytical strategy with mass spectrometry or liquid chromatography with mass spectrometry. Over the last few years, the hyphenation of ion mobility spectrometry to mass spectrometry or liquid chromatography with mass spectrometry has attracted more and more interest, with significant progresses in both technical advances and pioneering applications. This review describes the theoretical background, available technologies, and future capabilities of these techniques. It also highlights a wide range of applications, from small molecules (natural products, metabolites, glycans, lipids) to large biomolecules (proteins, protein complexes, biopharmaceuticals, oligonucleotides).
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Affiliation(s)
- Valentina D'Atri
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland
| | - Tim Causon
- Division of Analytical Chemistry, Department of Chemistry, University of Natural Resources and Life Sciences (BOKU Vienna), Vienna, Austria
| | - Oscar Hernandez-Alba
- BioOrganic Mass Spectrometry Laboratory (LSMBO), IPHC, Université de Strasbourg, CNRS, Strasbourg, France
| | - Aline Mutabazi
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland
| | - Jean-Luc Veuthey
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland
| | - Sarah Cianferani
- BioOrganic Mass Spectrometry Laboratory (LSMBO), IPHC, Université de Strasbourg, CNRS, Strasbourg, France
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Geneva, Switzerland
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29
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Rowland EA, Snowden CK, Cristea IM. Protein lipoylation: an evolutionarily conserved metabolic regulator of health and disease. Curr Opin Chem Biol 2017; 42:76-85. [PMID: 29169048 DOI: 10.1016/j.cbpa.2017.11.003] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 11/01/2017] [Accepted: 11/03/2017] [Indexed: 02/07/2023]
Abstract
Lipoylation is a rare, but highly conserved lysine posttranslational modification. To date, it is known to occur on only four multimeric metabolic enzymes in mammals, yet these proteins are staples in the core metabolic landscape. The dysregulation of these mitochondrial proteins is linked to a range of human metabolic disorders. Perhaps most striking is that lipoylation itself, the proteins that add or remove the modification, as well as the proteins it decorates are all evolutionarily conserved from bacteria to humans, highlighting the importance of this essential cofactor. Here, we discuss the biological significance of protein lipoylation, the importance of understanding its regulation in health and disease states, and the advances in mass spectrometry-based proteomic technologies that can aid these studies.
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Affiliation(s)
- Elizabeth A Rowland
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, United States
| | - Caroline K Snowden
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, United States
| | - Ileana M Cristea
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, United States.
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30
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Hines KM, Ross DH, Davidson KL, Bush MF, Xu L. Large-Scale Structural Characterization of Drug and Drug-Like Compounds by High-Throughput Ion Mobility-Mass Spectrometry. Anal Chem 2017; 89:9023-9030. [PMID: 28764324 PMCID: PMC5616088 DOI: 10.1021/acs.analchem.7b01709] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
![]()
Ion mobility-mass spectrometry (IM-MS)
can provide orthogonal information,
i.e., m/z and collision cross section
(CCS), for the identification of drugs and drug metabolites. However,
only a small number of CCS values are available for drugs, which limits
the use of CCS as an identification parameter and the assessment of
structure–function relationships of drugs using IM-MS. Here,
we report the development of a rapid workflow for the measurement
of CCS values of a large number of drug or drug-like molecules in
nitrogen on the widely available traveling wave IM-MS (TWIM-MS) platform.
Using a combination of small molecule and polypeptide CCS calibrants,
we successfully determined the nitrogen CCS values of 1425 drug or
drug-like molecules in the MicroSource Discovery Systems’ Spectrum
Collection using flow injection analysis of 384-well plates. Software
was developed to streamline data extraction, processing, and calibration.
We found that the overall drug collection covers a wide CCS range
for the same mass, suggesting a large structural diversity of these
drugs. However, individual drug classes appear to occupy a narrow
and unique space in the CCS–mass 2D spectrum, suggesting a
tight structure–function relationship for each class of drugs
with a specific target. We observed bimodal distributions for several
antibiotic species due to multiple protomers, including the known
fluoroquinolone protomers and the new finding of cephalosporin protomers.
Lastly, we demonstrated the utility of the high-throughput method
and drug CCS database by quickly and confidently confirming the active
component in a pharmaceutical product.
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Affiliation(s)
- Kelly M Hines
- Department of Medicinal Chemistry, ‡Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
| | - Dylan H Ross
- Department of Medicinal Chemistry, ‡Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
| | - Kimberly L Davidson
- Department of Medicinal Chemistry, ‡Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
| | - Matthew F Bush
- Department of Medicinal Chemistry, ‡Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
| | - Libin Xu
- Department of Medicinal Chemistry, ‡Department of Chemistry, University of Washington , Seattle, Washington 98195, United States
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31
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Bijlsma L, Bade R, Celma A, Mullin L, Cleland G, Stead S, Hernandez F, Sancho JV. Prediction of Collision Cross-Section Values for Small Molecules: Application to Pesticide Residue Analysis. Anal Chem 2017; 89:6583-6589. [DOI: 10.1021/acs.analchem.7b00741] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Lubertus Bijlsma
- Research
Institute for Pesticides and Water, University Jaume I, Avda. Sos Baynat
s/n, E-12071 Castellón, Spain
| | - Richard Bade
- Research
Institute for Pesticides and Water, University Jaume I, Avda. Sos Baynat
s/n, E-12071 Castellón, Spain
- School
of Pharmacy and Medical Sciences, University of South Australia, Adelaide, South Australia 5000, Australia
| | - Alberto Celma
- Research
Institute for Pesticides and Water, University Jaume I, Avda. Sos Baynat
s/n, E-12071 Castellón, Spain
| | - Lauren Mullin
- Waters Corporation, 34 Maple Street, Milford, Massachusetts 01757, United States
| | - Gareth Cleland
- Waters Corporation, 34 Maple Street, Milford, Massachusetts 01757, United States
| | - Sara Stead
- Waters Corporation, 34 Maple Street, Milford, Massachusetts 01757, United States
| | - Felix Hernandez
- Research
Institute for Pesticides and Water, University Jaume I, Avda. Sos Baynat
s/n, E-12071 Castellón, Spain
| | - Juan V. Sancho
- Research
Institute for Pesticides and Water, University Jaume I, Avda. Sos Baynat
s/n, E-12071 Castellón, Spain
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32
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Maleki H, Maurer MM, Ronaghi N, Valentine SJ. Ion Mobility, Hydrogen/Deuterium Exchange, and Isotope Scrambling: Tools to Aid Compound Identification in ‘Omics Mixtures. Anal Chem 2017; 89:6399-6407. [PMID: 28505408 DOI: 10.1021/acs.analchem.7b00075] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Hossein Maleki
- Department of Chemistry, West Virginia University, Morgantown, West Virginia 26506, United States
| | - Megan M. Maurer
- Department of Chemistry, West Virginia University, Morgantown, West Virginia 26506, United States
| | - Nima Ronaghi
- Department of Chemistry, West Virginia University, Morgantown, West Virginia 26506, United States
| | - Stephen J. Valentine
- Department of Chemistry, West Virginia University, Morgantown, West Virginia 26506, United States
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Tian H, Zheng N, Li S, Zhang Y, Zhao S, Wen F, Wang J. Characterization of chiral amino acids from different milk origins using ultra-performance liquid chromatography coupled to ion-mobility mass spectrometry. Sci Rep 2017; 7:46289. [PMID: 28393862 PMCID: PMC5385494 DOI: 10.1038/srep46289] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 03/15/2017] [Indexed: 12/11/2022] Open
Abstract
Milk contains free amino acids (AAs) that play essential roles in maintaining the growth and health of infants, and D-AA isomers are increasingly being recognized as important signalling molecules. However, there are no studies of the different characteristics of chiral AA (C-AA) from different milk origins. Here, UPLC coupled to ion-mobility high-resolution MS (IM-HRMS) was employed to characterize 18 pairs of C-AAs in human, cow, yak, buffalo, goat, and camel milk. The results proved that milk origins can be differentiated based on the D- to L- AA ratio-based projection scores by principal component analysis. The present study gives a deeper understanding of the D- to L- AA ratio underlying the biological functions of different animal milks, and provide a new strategy for the study of AA metabolic pathways.
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Affiliation(s)
- He Tian
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
| | - Nan Zheng
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
| | - Songli Li
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
| | - Yangdong Zhang
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
| | - Shengguo Zhao
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
| | - Fang Wen
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
| | - Jiaqi Wang
- State Key Laboratory of Animal Nutrition, Ministry of Agriculture Laboratory of Quality& Safety Risk Assessment for Dairy Products (Beijing), Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, P.R. China
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Hong A, Lee HH, Heo CE, Cho Y, Kim S, Kang D, Kim HI. Distinct Fragmentation Pathways of Anticancer Drugs Induced by Charge-Carrying Cations in the Gas Phase. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2017; 28:628-637. [PMID: 27981443 DOI: 10.1007/s13361-016-1559-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Revised: 10/24/2016] [Accepted: 10/31/2016] [Indexed: 06/06/2023]
Abstract
With the growth of the pharmaceutical industry, structural elucidation of drugs and derivatives using tandem mass spectrometry (MS2) has become essential for drug development and pharmacokinetics studies because of its high sensitivity and low sample requirement. Thus, research seeking to understand fundamental relationships between fragmentation patterns and precursor ion structures in the gas phase has gained attention. In this study, we investigate the fragmentation of the widely used anticancer drugs, doxorubicin (DOX), vinblastine (VBL), and vinorelbine (VRL), complexed by a singly charged proton or alkali metal ion (Li+, Na+, K+) in the gas phase. The drug-cation complexes exhibit distinct fragmentation patterns in tandem mass spectra as a function of cation size. The trends in fragmentation patterns are explicable in terms of structures derived from ion mobility mass spectrometry (IM-MS) and theoretical calculations. Graphical Abstract ᅟ.
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Affiliation(s)
- Areum Hong
- Department of Chemistry, Research Institute for Natural Sciences, Korea University, Seoul, 02841, Republic of Korea
- Division of Metrology for Quality of Life, Korea Research Institute of Standards and Science, Daejeon, 34113, Republic of Korea
| | - Hong Hee Lee
- Division of Metrology for Quality of Life, Korea Research Institute of Standards and Science, Daejeon, 34113, Republic of Korea
| | - Chae Eun Heo
- Department of Chemistry, Research Institute for Natural Sciences, Korea University, Seoul, 02841, Republic of Korea
| | - Yunju Cho
- Green-Nano Materials Research Center, Daegu, 41566, Republic of Korea
| | - Sunghwan Kim
- Green-Nano Materials Research Center, Daegu, 41566, Republic of Korea
- Department of Chemistry, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Dukjin Kang
- Division of Metrology for Quality of Life, Korea Research Institute of Standards and Science, Daejeon, 34113, Republic of Korea
| | - Hugh I Kim
- Department of Chemistry, Research Institute for Natural Sciences, Korea University, Seoul, 02841, Republic of Korea.
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35
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Feasibility of ultra-performance liquid chromatography–ion mobility–time-of-flight mass spectrometry in analyzing oxysterols. J Chromatogr A 2017; 1487:147-152. [DOI: 10.1016/j.chroma.2017.01.039] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 01/12/2017] [Accepted: 01/15/2017] [Indexed: 12/22/2022]
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Abstract
In this review, we focus on an important aspect of ion mobility (IM) research, namely the reporting of quantitative ion mobility measurements in the form of the gas-phase collision cross section (CCS), which has provided a common basis for comparison across different instrument platforms and offers a unique form of structural information, namely size and shape preferences of analytes in the absence of bulk solvent. This review surveys the over 24,000 CCS values reported from IM methods spanning the era between 1975 to 2015, which provides both a historical and analytical context for the contributions made thus far, as well as insight into the future directions that quantitative ion mobility measurements will have in the analytical sciences. The analysis was conducted in 2016, so CCS values reported in that year are purposely omitted. In another few years, a review of this scope will be intractable, as the number of CCS values which will be reported in the next three to five years is expected to exceed the total amount currently published in the literature.
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Affiliation(s)
- Jody C May
- Department of Chemistry, Center for Innovative Technology, Vanderbilt Institute for Chemical Biology, Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University , Nashville, Tennessee 37235, United States
| | - Caleb B Morris
- Department of Chemistry, Center for Innovative Technology, Vanderbilt Institute for Chemical Biology, Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University , Nashville, Tennessee 37235, United States
| | - John A McLean
- Department of Chemistry, Center for Innovative Technology, Vanderbilt Institute for Chemical Biology, Vanderbilt Institute for Integrative Biosystems Research and Education, Vanderbilt University , Nashville, Tennessee 37235, United States
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37
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Lee JW, Davidson KL, Bush MF, Kim HI. Collision cross sections and ion structures: development of a general calculation method via high-quality ion mobility measurements and theoretical modeling. Analyst 2017; 142:4289-4298. [DOI: 10.1039/c7an01276d] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Theoretical collision cross section calculations revisited for reliable ion structural studies.
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Affiliation(s)
- Jong Wha Lee
- Center for Analytical Chemistry
- Division of Chemical and Medical Metrology
- Korea Research Institute of Standards and Science (KRISS)
- Daejeon 34113
- Republic of Korea
| | | | | | - Hugh I. Kim
- Department of Chemistry
- Korea University
- Seoul 02841
- Republic of Korea
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38
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Current and Future Perspectives on the Structural Identification of Small Molecules in Biological Systems. Metabolites 2016; 6:metabo6040046. [PMID: 27983674 PMCID: PMC5192452 DOI: 10.3390/metabo6040046] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2016] [Revised: 12/04/2016] [Accepted: 12/06/2016] [Indexed: 12/29/2022] Open
Abstract
Although significant advances have been made in recent years, the structural elucidation of small molecules continues to remain a challenging issue for metabolite profiling. Many metabolomic studies feature unknown compounds; sometimes even in the list of features identified as "statistically significant" in the study. Such metabolic "dark matter" means that much of the potential information collected by metabolomics studies is lost. Accurate structure elucidation allows researchers to identify these compounds. This in turn, facilitates downstream metabolite pathway analysis, and a better understanding of the underlying biology of the system under investigation. This review covers a range of methods for the structural elucidation of individual compounds, including those based on gas and liquid chromatography hyphenated to mass spectrometry, single and multi-dimensional nuclear magnetic resonance spectroscopy, and high-resolution mass spectrometry and includes discussion of data standardization. Future perspectives in structure elucidation are also discussed; with a focus on the potential development of instruments and techniques, in both nuclear magnetic resonance spectroscopy and mass spectrometry that, may help solve some of the current issues that are hampering the complete identification of metabolite structure and function.
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39
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Uppal K, Walker DI, Liu K, Li S, Go YM, Jones DP. Computational Metabolomics: A Framework for the Million Metabolome. Chem Res Toxicol 2016; 29:1956-1975. [PMID: 27629808 DOI: 10.1021/acs.chemrestox.6b00179] [Citation(s) in RCA: 171] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
"Sola dosis facit venenum." These words of Paracelsus, "the dose makes the poison", can lead to a cavalier attitude concerning potential toxicities of the vast array of low abundance environmental chemicals to which humans are exposed. Exposome research teaches that 80-85% of human disease is linked to environmental exposures. The human exposome is estimated to include >400,000 environmental chemicals, most of which are uncharacterized with regard to human health. In fact, mass spectrometry measures >200,000 m/z features (ions) in microliter volumes derived from human samples; most are unidentified. This crystallizes a grand challenge for chemical research in toxicology: to develop reliable and affordable analytical methods to understand health impacts of the extensive human chemical experience. To this end, there appears to be no choice but to abandon the limitations of measuring one chemical at a time. The present review looks at progress in computational metabolomics to provide probability-based annotation linking ions to known chemicals and serve as a foundation for unambiguous designation of unidentified ions for toxicologic study. We review methods to characterize ions in terms of accurate mass m/z, chromatographic retention time, correlation of adduct, isotopic and fragment forms, association with metabolic pathways and measurement of collision-induced dissociation products, collision cross section, and chirality. Such information can support a largely unambiguous system for documenting unidentified ions in environmental surveillance and human biomonitoring. Assembly of this data would provide a resource to characterize and understand health risks of the array of low-abundance chemicals to which humans are exposed.
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Affiliation(s)
- Karan Uppal
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University , Atlanta, Georgia 30322, United States
| | - Douglas I Walker
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University , Atlanta, Georgia 30322, United States.,Hercules Exposome Research Center, Department of Environmental Health, Rollins School of Public Health, Emory University , Atlanta, Georgia 30322, United States.,Department of Civil and Environmental Engineering, Tufts University , Medford, Massachusetts 02155, United States
| | - Ken Liu
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University , Atlanta, Georgia 30322, United States
| | - Shuzhao Li
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University , Atlanta, Georgia 30322, United States.,Hercules Exposome Research Center, Department of Environmental Health, Rollins School of Public Health, Emory University , Atlanta, Georgia 30322, United States
| | - Young-Mi Go
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University , Atlanta, Georgia 30322, United States
| | - Dean P Jones
- Clinical Biomarkers Laboratory, Department of Medicine, Emory University , Atlanta, Georgia 30322, United States.,Hercules Exposome Research Center, Department of Environmental Health, Rollins School of Public Health, Emory University , Atlanta, Georgia 30322, United States
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