1
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Berthias F, Bilgin N, Mecinović J, Jensen ON. Top-down ion mobility/mass spectrometry reveals enzyme specificity: Separation and sequencing of isomeric proteoforms. Proteomics 2024; 24:e2200471. [PMID: 38282202 DOI: 10.1002/pmic.202200471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 11/15/2023] [Accepted: 12/12/2023] [Indexed: 01/30/2024]
Abstract
Enzymatic catalysis is one of the fundamental processes that drives the dynamic landscape of post-translational modifications (PTMs), expanding the structural and functional diversity of proteins. Here, we assessed enzyme specificity using a top-down ion mobility spectrometry (IMS) and tandem mass spectrometry (MS/MS) workflow. We successfully applied trapped IMS (TIMS) to investigate site-specific N-ε-acetylation of lysine residues of full-length histone H4 catalyzed by histone lysine acetyltransferase KAT8. We demonstrate that KAT8 exhibits a preference for N-ε-acetylation of residue K16, while also adding acetyl groups on residues K5 and K8 as the first degree of acetylation. Achieving TIMS resolving power values of up to 300, we fully separated mono-acetylated regioisomers (H4K5ac, H4K8ac, and H4K16ac). Each of these separated regioisomers produce unique MS/MS fragment ions, enabling estimation of their individual mobility distributions and the exact localization of the N-ε-acetylation sites. This study highlights the potential of top-down TIMS-MS/MS for conducting enzymatic assays at the intact protein level and, more generally, for separation and identification of intact isomeric proteoforms and precise PTM localization.
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Affiliation(s)
- Francis Berthias
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Nurgül Bilgin
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej, Denmark
| | - Jasmin Mecinović
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej, Denmark
| | - Ole N Jensen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
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2
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Po A, Eyers CE. Top-Down Proteomics and the Challenges of True Proteoform Characterization. J Proteome Res 2023; 22:3663-3675. [PMID: 37937372 PMCID: PMC10696603 DOI: 10.1021/acs.jproteome.3c00416] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 10/09/2023] [Accepted: 10/20/2023] [Indexed: 11/09/2023]
Abstract
Top-down proteomics (TDP) aims to identify and profile intact protein forms (proteoforms) extracted from biological samples. True proteoform characterization requires that both the base protein sequence be defined and any mass shifts identified, ideally localizing their positions within the protein sequence. Being able to fully elucidate proteoform profiles lends insight into characterizing proteoform-unique roles, and is a crucial aspect of defining protein structure-function relationships and the specific roles of different (combinations of) protein modifications. However, defining and pinpointing protein post-translational modifications (PTMs) on intact proteins remains a challenge. Characterization of (heavily) modified proteins (>∼30 kDa) remains problematic, especially when they exist in a population of similarly modified, or kindred, proteoforms. This issue is compounded as the number of modifications increases, and thus the number of theoretical combinations. Here, we present our perspective on the challenges of analyzing kindred proteoform populations, focusing on annotation of protein modifications on an "average" protein. Furthermore, we discuss the technical requirements to obtain high quality fragmentation spectral data to robustly define site-specific PTMs, and the fact that this is tempered by the time requirements necessary to separate proteoforms in advance of mass spectrometry analysis.
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Affiliation(s)
- Allen Po
- Centre
for Proteome Research, Faculty of Health & Life Sciences, University of Liverpool, Liverpool L69 7ZB, U.K.
- Department
of Biochemistry, Cell & Systems Biology, Institute of Systems,
Molecular & Integrative Biology, Faculty of Health & Life
Sciences, University of Liverpool, Liverpool L69 7ZB, U.K.
| | - Claire E. Eyers
- Centre
for Proteome Research, Faculty of Health & Life Sciences, University of Liverpool, Liverpool L69 7ZB, U.K.
- Department
of Biochemistry, Cell & Systems Biology, Institute of Systems,
Molecular & Integrative Biology, Faculty of Health & Life
Sciences, University of Liverpool, Liverpool L69 7ZB, U.K.
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3
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Crawford MC, Tripu DR, Barritt SA, Jing Y, Gallimore D, Kales SC, Bhanu NV, Xiong Y, Fang Y, Butler KAT, LeClair CA, Coussens NP, Simeonov A, Garcia BA, Dibble CC, Meier JL. Comparative Analysis of Drug-like EP300/CREBBP Acetyltransferase Inhibitors. ACS Chem Biol 2023; 18:2249-2258. [PMID: 37737090 PMCID: PMC11059198 DOI: 10.1021/acschembio.3c00293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/23/2023]
Abstract
The human acetyltransferase paralogues EP300 and CREBBP are master regulators of lysine acetylation whose activity has been implicated in various cancers. In the half-decade since the first drug-like inhibitors of these proteins were reported, three unique molecular scaffolds have taken precedent: an indane spiro-oxazolidinedione (A-485), a spiro-hydantoin (iP300w), and an aminopyridine (CPI-1612). Despite increasing use of these molecules to study lysine acetylation, the dearth of data regarding their relative biochemical and biological potencies makes their application as chemical probes a challenge. To address this gap, here we present a comparative study of drug-like EP300/CREBBP acetyltransferase inhibitors. First, we determine the biochemical and biological potencies of A-485, iP300w, and CPI-1612, highlighting the increased potencies of the latter two compounds at physiological acetyl-CoA concentrations. Cellular evaluation shows that inhibition of histone acetylation and cell growth closely aligns with the biochemical potencies of these molecules, consistent with an on-target mechanism. Finally, we demonstrate the utility of comparative pharmacology by using it to investigate the hypothesis that increased CoA synthesis caused by knockout of PANK4 can competitively antagonize the binding of EP300/CREBBP inhibitors and demonstrate proof-of-concept photorelease of a potent inhibitor molecule. Overall, our study demonstrates how knowledge of the relative inhibitor potency can guide the study of EP300/CREBBP-dependent mechanisms and suggests new approaches to target delivery, thus broadening the therapeutic window of these preclinical epigenetic drug candidates.
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Affiliation(s)
- McKenna C Crawford
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Deepika R Tripu
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Samuel A Barritt
- Department of Pathology, Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, United States
| | - Yihang Jing
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Diamond Gallimore
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Stephen C Kales
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Natarajan V Bhanu
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Ying Xiong
- Chemical Biology Laboratory, National Cancer Institute, Frederick, Maryland 21702, United States
| | - Yuhong Fang
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Kamaria A T Butler
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Christopher A LeClair
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Nathan P Coussens
- Molecular Pharmacology Laboratories, Applied and Developmental Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland 21702, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Benjamin A Garcia
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Christian C Dibble
- Department of Pathology, Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, United States
| | - Jordan L Meier
- Department of Pathology, Cancer Research Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts 02215, United States
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4
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De Clerck L, Willems S, Daled S, Van Puyvelde B, Verhelst S, Corveleyn L, Deforce D, Dhaenens M. An experimental design to extract more information from MS-based histone studies. Mol Omics 2021; 17:929-938. [PMID: 34522942 DOI: 10.1039/d1mo00201e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Histone-based chromatin organization paved the way for eukaryotic genome complexity. Because of their key role in information management, the histone posttranslational modifications (hPTM), which mediate their function, have evolved into an alphabet that has more letters than there are amino acids, together making up the "histone code". The resulting combinatorial complexity is manifold higher than what is usually encountered in proteomics. Consequently, a considerably bigger part of the acquired MSMS spectra remains unannotated to date. Adapted search parameters can dig deeper into the dark histone ion space, but the lack of false discovery rate (FDR) control and the high level of ambiguity when searching combinatorial PTMs makes it very hard to assess whether the newly assigned ions are informative. Therefore, we propose an easily adoptable time-lapse enzymatic deacetylation (HDAC1) of a commercial histone extract as a quantify-first strategy that allows isolating ion populations of interest, when studying e.g. acetylation on histones, that currently remain in the dark. By adapting search parameters to study potential issues in sample preparation, data acquisition and data analysis, we stepwise managed to double the portion of annotated precursors of interest from 10.5% to 21.6%. This strategy is intended to make up for the lack of validated FDR control and has led to several adaptations of our current workflow that will reduce the portion of the dark histone ion space in the future. Finally, this strategy can be applied with any enzyme targeting a modification of interest.
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Affiliation(s)
- Laura De Clerck
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Sander Willems
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Simon Daled
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Bart Van Puyvelde
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Sigrid Verhelst
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Laura Corveleyn
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Maarten Dhaenens
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
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5
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Holoch D, Wassef M, Lövkvist C, Zielinski D, Aflaki S, Lombard B, Héry T, Loew D, Howard M, Margueron R. A cis-acting mechanism mediates transcriptional memory at Polycomb target genes in mammals. Nat Genet 2021; 53:1686-1697. [PMID: 34782763 DOI: 10.1038/s41588-021-00964-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 10/05/2021] [Indexed: 11/09/2022]
Abstract
Epigenetic inheritance of gene expression states enables a single genome to maintain distinct cellular identities. How histone modifications contribute to this process remains unclear. Using global chromatin perturbations and local, time-controlled modulation of transcription, we establish the existence of epigenetic memory of transcriptional activation for genes that can be silenced by the Polycomb group. This property emerges during cell differentiation and allows genes to be stably switched after a transient transcriptional stimulus. This transcriptional memory state at Polycomb targets operates in cis; however, rather than relying solely on read-and-write propagation of histone modifications, the memory is also linked to the strength of activating inputs opposing Polycomb proteins, and therefore varies with the cellular context. Our data and computational simulations suggest a model whereby transcriptional memory arises from double-negative feedback between Polycomb-mediated silencing and active transcription. Transcriptional memory at Polycomb targets thus depends not only on histone modifications but also on the gene-regulatory network and underlying identity of a cell.
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Affiliation(s)
- Daniel Holoch
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,INSERM U934/CNRS UMR 3215, Paris, France
| | - Michel Wassef
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,INSERM U934/CNRS UMR 3215, Paris, France
| | - Cecilia Lövkvist
- John Innes Centre, Norwich Research Park, Norwich, UK. .,Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark.
| | - Dina Zielinski
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,INSERM U934/CNRS UMR 3215, Paris, France.,INSERM U900, Mines ParisTech, Paris, France
| | - Setareh Aflaki
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,INSERM U934/CNRS UMR 3215, Paris, France
| | - Bérangère Lombard
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,Proteomics Mass Spectrometry Laboratory, Paris, France
| | - Tiphaine Héry
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,INSERM U934/CNRS UMR 3215, Paris, France
| | - Damarys Loew
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France.,Proteomics Mass Spectrometry Laboratory, Paris, France
| | - Martin Howard
- John Innes Centre, Norwich Research Park, Norwich, UK
| | - Raphaël Margueron
- Institut Curie, Paris Sciences et Lettres Research University, Sorbonne University, Paris, France. .,INSERM U934/CNRS UMR 3215, Paris, France.
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6
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Lui KW, Ngai SM. PrSM-Level Side-by-Side Comparison of Online LC-MS Methods with Intact Histone H3 and H4 Proteoforms. J Proteome Res 2021; 20:4331-4345. [PMID: 34327993 DOI: 10.1021/acs.jproteome.1c00308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The heterogeneity of histone H3 proteoforms makes histone H3 top-down analysis challenging. To enhance the detection coverage of the proteoforms, performing liquid chromatography (LC) front-end to mass spectrometry (MS) detection is recommended. Here, using optimized electron-transfer/high-energy collision dissociation (EThcD) parameters, we have conducted a proteoform-spectrum match (PrSM)-level side-by-side comparison of reversed-phase LC-MS (RPLC-MS), "dual-gradient" weak cation-exchange/hydrophilic interaction LC-MS (dual-gradient WCX/HILIC-MS), and "organic-rich" WCX/HILIC-MS on the top-down analyses of H3.1, H3.2, and H4 proteins extracted from a HeLa cell culture. While both dual-gradient WCX/HILIC and organic-rich WCX/HILIC could resolve intact H3 and H4 proteoforms by the number of acetylations, the organic-rich method could enhance the separations of different trimethyl/acetyl near-isobaric H3 proteoforms. In comparison with RPLC-MS, both of the WCX/HILIC-MS methods enhanced the qualities of the H3 PrSMs and remarkably improved the range, reproducibility, and confidence in the identifications of H3 proteoforms.
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Affiliation(s)
- Kin-Wing Lui
- School of Life Sciences, The Chinese University of Hong Kong, Sha Tin, Hong Kong 999077, P. R. China
| | - Sai-Ming Ngai
- School of Life Sciences, The Chinese University of Hong Kong, Sha Tin, Hong Kong 999077, P. R. China.,State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong 999077, P. R. China
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7
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Lysines Acetylome and Methylome Profiling of H3 and H4 Histones in Trichostatin A-Treated Stem Cells. Int J Mol Sci 2021; 22:ijms22042063. [PMID: 33669725 PMCID: PMC7921975 DOI: 10.3390/ijms22042063] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/13/2021] [Accepted: 02/16/2021] [Indexed: 12/13/2022] Open
Abstract
Trichostatin A ([R-(E,E)]-7-[4-(dimethylamino) phenyl]-N-hydroxy- 4,6-dimethyl- 7-oxo-2,4-heptadienamide, TSA) affects chromatin state through its potent histone deacetylase inhibitory activity. Interfering with the removal of acetyl groups from lysine residues in histones is one of many epigenetic regulatory processes that control gene expression. Histone deacetylase inhibition drives cells toward the differentiation stage, favoring the activation of specific genes. In this paper, we investigated the effects of TSA on H3 and H4 lysine acetylome and methylome profiling in mice embryonic stem cells (ES14), treated with trichostatin A (TSA) by using a new, untargeted approach, consisting of trypsin-limited proteolysis experiments coupled with MALDI-MS and LC-MS/MS analyses. The method was firstly set up on standard chicken core histones to probe the optimized conditions in terms of enzyme:substrate (E:S) ratio and time of proteolysis and, then, applied to investigate the global variations of the acetylation and methylation state of lysine residues of H3 and H4 histone in the embryonic stem cells (ES14) stimulated by TSA and addressed to differentiation. The proposed strategy was found in its simplicity to be extremely effective in achieving the identification and relative quantification of some of the most significant epigenetic modifications, such as acetylation and lysine methylation. Therefore, we believe that it can be used with equal success in wider studies concerning the characterization of all epigenetic modifications.
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8
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Hsu KF, Wilkins SE, Hopkinson RJ, Sekirnik R, Flashman E, Kawamura A, McCullagh JS, Walport LJ, Schofield CJ. Hypoxia and hypoxia mimetics differentially modulate histone post-translational modifications. Epigenetics 2021; 16:14-27. [PMID: 32609604 PMCID: PMC7889154 DOI: 10.1080/15592294.2020.1786305] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 05/07/2020] [Accepted: 05/22/2020] [Indexed: 12/13/2022] Open
Abstract
Post-translational modifications (PTMs) to the tails of the core histone proteins are critically involved in epigenetic regulation. Hypoxia affects histone modifications by altering the activities of histone-modifying enzymes and the levels of hypoxia-inducible factor (HIF) isoforms. Synthetic hypoxia mimetics promote a similar response, but how accurately the hypoxia mimetics replicate the effects of limited oxygen availability on the levels of histone PTMs is uncertain. Here we report studies on the profiling of the global changes to PTMs on intact histones in response to hypoxia/hypoxia-related stresses using liquid chromatography-mass spectrometry (LC-MS). We demonstrate that intact protein LC-MS profiling is a relatively simple and robust method for investigating potential effects of drugs on histone modifications. The results provide insights into the profiles of PTMs associated with hypoxia and inform on the extent to which hypoxia and hypoxia mimetics cause similar changes to histones. These findings imply chemically-induced hypoxia does not completely replicate the substantial effects of physiological hypoxia on histone PTMs, highlighting that caution should be used in interpreting data from their use.
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Affiliation(s)
- Kuo-Feng Hsu
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
- Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Sarah E. Wilkins
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
| | - Richard J. Hopkinson
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
- Leicester Institute of Structural and Chemical Biology and School of Chemistry, University of Leicester, Leicester, UK
| | - Rok Sekirnik
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
| | - Emily Flashman
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
| | - Akane Kawamura
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
- Radcliffe Department of Medicine, Division of Cardiovascular Medicine, BHF Centre of Research Excellence, Wellcome Trust Centre for Human Genetics, Oxford, UK
- Chemistry - School of Natural and Environmental Sciences, Newcastle University, UK
| | - James S.O. McCullagh
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
| | - Louise J. Walport
- Chemistry Research Laboratory, Department of Chemistry, University of Oxford, Oxford, UK
- Protein-Protein Interaction Laboratory, The Francis Crick Institute, London, UK
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London, London, UK
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9
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Zacarias E, Casas-Mollano JA. Cataloging Posttranslational Modifications in Plant Histones. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1346:131-154. [DOI: 10.1007/978-3-030-80352-0_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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10
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Kundinger SR, Bishof I, Dammer EB, Duong DM, Seyfried NT. Middle-Down Proteomics Reveals Dense Sites of Methylation and Phosphorylation in Arginine-Rich RNA-Binding Proteins. J Proteome Res 2020; 19:1574-1591. [PMID: 31994892 DOI: 10.1021/acs.jproteome.9b00633] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Post-translational modifications (PTMs) within arginine (Arg)-rich RNA-binding proteins, such as phosphorylation and methylation, regulate multiple steps in RNA metabolism. However, the identification of PTMs within Arg-rich domains with complete trypsin digestion is extremely challenging due to the high density of Arg residues within these proteins. Here, we report a middle-down proteomic approach coupled with electron-transfer dissociation (ETD) mass spectrometry to map previously unknown sites of phosphorylation and methylation within the Arg-rich domains of U1-70K and structurally similar RNA-binding proteins from nuclear extracts of human embryonic kidney (HEK)-293T cells. Notably, the Arg-rich domains in RNA-binding proteins are densely modified by methylation and phosphorylation compared with the remainder of the proteome, with methylation and phosphorylation favoring RSRS motifs. Although they favor a common motif, analysis of combinatorial PTMs within RSRS motifs indicates that phosphorylation and methylation do not often co-occur, suggesting that they may functionally oppose one another. Furthermore, we show that phosphorylation may modify interactions between Arg-rich proteins, as serine-arginine splicing factor 2 (SRSF2) has a stronger association with U1-70K and LUC7L3 upon dephosphorylation. Collectively, these findings suggest that the level of PTMs within Arg-rich domains may be among the highest in the proteome and a possible unexplored regulator of RNA-binding protein interactions.
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11
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Chung FFL, Herceg Z. The Promises and Challenges of Toxico-Epigenomics: Environmental Chemicals and Their Impacts on the Epigenome. ENVIRONMENTAL HEALTH PERSPECTIVES 2020; 128:15001. [PMID: 31950866 PMCID: PMC7015548 DOI: 10.1289/ehp6104] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 12/15/2019] [Accepted: 12/16/2019] [Indexed: 05/02/2023]
Abstract
BACKGROUND It has been estimated that a substantial portion of chronic and noncommunicable diseases can be caused or exacerbated by exposure to environmental chemicals. Multiple lines of evidence indicate that early life exposure to environmental chemicals at relatively low concentrations could have lasting effects on individual and population health. Although the potential adverse effects of environmental chemicals are known to the scientific community, regulatory agencies, and the public, little is known about the mechanistic basis by which these chemicals can induce long-term or transgenerational effects. To address this question, epigenetic mechanisms have emerged as the potential link between genetic and environmental factors of health and disease. OBJECTIVES We present an overview of epigenetic regulation and a summary of reported evidence of environmental toxicants as epigenetic disruptors. We also discuss the advantages and challenges of using epigenetic biomarkers as an indicator of toxicant exposure, using measures that can be taken to improve risk assessment, and our perspectives on the future role of epigenetics in toxicology. DISCUSSION Until recently, efforts to apply epigenomic data in toxicology and risk assessment were restricted by an incomplete understanding of epigenomic variability across tissue types and populations. This is poised to change with the development of new tools and concerted efforts by researchers across disciplines that have led to a better understanding of epigenetic mechanisms and comprehensive maps of epigenomic variation. With the foundations now in place, we foresee that unprecedented advancements will take place in the field in the coming years. https://doi.org/10.1289/EHP6104.
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Affiliation(s)
| | - Zdenko Herceg
- Epigenetics Group, International Agency for Research on Cancer (IARC), Lyon, France
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12
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Holt MV, Wang T, Young NL. One-Pot Quantitative Top- and Middle-Down Analysis of GluC-Digested Histone H4. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2019; 30:2514-2525. [PMID: 31147891 DOI: 10.1007/s13361-019-02219-1] [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] [Received: 02/08/2019] [Revised: 03/27/2019] [Accepted: 04/27/2019] [Indexed: 05/28/2023]
Abstract
Histone post-translational modifications (PTMs) have been intensively investigated due to their essential function in eukaryotic genome regulation. Histone modifications have been effectively studied using modified bottom-up proteomics approaches; however, the methods often do not capture single-molecule combinations of PTMs (proteoforms) that mediate known and expected biochemical mechanisms. Both middle-down mass spectrometry (MS) and top-down MS quantitation of H4 proteoforms present viable access to this important information. Histone H4 middle-down has previously avoided GluC digestion due to complex digestion products and interferences; however, the common AspN digestion cleaves at amino acid 23, disconnecting K31ac from other PTMs. Here, we demonstrate the effective use of GluC-based middle-down quantitation and compare it to top-down-based quantitation of proteoforms. Despite potential interferences in the m/z space, the proteoforms arising from all three GluC products (E52, E53, and E63) and intact H4 are chromatographically resolved and successfully analyzed in a single LC-MS analysis. Quantitative results and associated analytical metrics are compared between the different analytes of a single sample digested to different extents to reveal general concordance as well as the relative biases and complementarity of each approach. There is moderate proteoform discordance between digestion products (e.g., E52 and E53); however, each digestion product exhibits high concordance, regardless of digestion time. Under the conditions used, the GluC products are better chromatographically resolved yet show greater variance than the top-down quantitation that are more extensively sampled for MS2. GluC-based middle-down of H4 is thus viable. Both top-down and middle-down approaches have comparable quantitation capacity and are complementary.
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Affiliation(s)
- Matthew V Holt
- Verna & Marrs McLean Department of Biochemistry & Molecular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Tao Wang
- Verna & Marrs McLean Department of Biochemistry & Molecular Biology, Baylor College of Medicine, Houston, TX, USA
| | - Nicolas L Young
- Verna & Marrs McLean Department of Biochemistry & Molecular Biology, Baylor College of Medicine, Houston, TX, USA.
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA.
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13
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Cole J, Hanson EJ, James DC, Dockrell DH, Dickman MJ. Comparison of data-acquisition methods for the identification and quantification of histone post-translational modifications on a Q Exactive HF hybrid quadrupole Orbitrap mass spectrometer. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2019; 33:897-906. [PMID: 30701600 PMCID: PMC6519233 DOI: 10.1002/rcm.8401] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 01/21/2019] [Accepted: 01/23/2019] [Indexed: 06/09/2023]
Abstract
RATIONALE Histone post-translational modifications (PTMs) play key roles in regulating eukaryotic gene expression. Mass spectrometry (MS) has emerged as a powerful method to characterize and quantify histone PTMs as it allows unbiased identification and quantification of multiple histone PTMs including combinations of the modifications present. METHODS In this study we compared a range of data-acquisition methods for the identification and quantification of the histone PTMs using a Q Exactive HF Orbitrap. We compared three different data-dependent analysis (DDA) methods with MS2 resolutions of 120K, 60K, 30K. We also compared a range of data-independent analysis (DIA) methods using MS2 isolation windows of 20 m/z and DIAvw to identify and quantify histone PTMs in Chinese hamster ovary (CHO) cells. RESULTS The increased number of MS2 scans afforded by the lower resolution methods resulted in a higher number of queries, peptide sequence matches (PSMs) and a higher number of peptide proteoforms identified with a Mascot Ion score greater than 46. No difference in the proportion of peptide proteoforms with Delta scores >17 was observed. Lower coefficients of variation (CVs) were obtained in the DIA MS1 60 K MS2 30 K 20 m/z isolation windows compared with the other data-acquisition methods. CONCLUSIONS We observed that DIA which offers advantages in flexibility and identification of isobaric peptide proteoforms performs as well as DDA in the analysis of histone PTMs. We were able to identify 71 modified histone peptides for histone H3 and H4 and quantified 64 across each of the different acquisition methods.
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Affiliation(s)
- Joby Cole
- Department of Infection, Immunity and Cardiovascular DiseasesUniversity of SheffieldUK
- Department of Chemical and Biological EngineeringUniversity of SheffieldUK
| | - Eleanor J. Hanson
- Department of Chemical and Biological EngineeringUniversity of SheffieldUK
| | - David C. James
- Department of Chemical and Biological EngineeringUniversity of SheffieldUK
| | - David H. Dockrell
- Department of Infection, Immunity and Cardiovascular DiseasesUniversity of SheffieldUK
| | - Mark J. Dickman
- Department of Chemical and Biological EngineeringUniversity of SheffieldUK
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14
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Pandeswari PB, Sabareesh V. Middle-down approach: a choice to sequence and characterize proteins/proteomes by mass spectrometry. RSC Adv 2018; 9:313-344. [PMID: 35521579 PMCID: PMC9059502 DOI: 10.1039/c8ra07200k] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 12/11/2018] [Indexed: 12/27/2022] Open
Abstract
Owing to rapid growth in the elucidation of genome sequences of various organisms, deducing proteome sequences has become imperative, in order to have an improved understanding of biological processes. Since the traditional Edman method was unsuitable for high-throughput sequencing and also for N-terminus modified proteins, mass spectrometry (MS) based methods, mainly based on soft ionization modes: electrospray ionization and matrix-assisted laser desorption/ionization, began to gain significance. MS based methods were adaptable for high-throughput studies and applicable for sequencing N-terminus blocked proteins/peptides too. Consequently, over the last decade a new discipline called 'proteomics' has emerged, which encompasses the attributes necessary for high-throughput identification of proteins. 'Proteomics' may also be regarded as an offshoot of the classic field, 'biochemistry'. Many protein sequencing and proteomic investigations were successfully accomplished through MS dependent sequence elucidation of 'short proteolytic peptides (typically: 7-20 amino acid residues), which is called the 'shotgun' or 'bottom-up (BU)' approach. While the BU approach continues as a workhorse for proteomics/protein sequencing, attempts to sequence intact proteins without proteolysis, called the 'top-down (TD)' approach started, due to ambiguities in the BU approach, e.g., protein inference problem, identification of proteoforms and the discovery of posttranslational modifications (PTMs). The high-throughput TD approach (TD proteomics) is yet in its infancy. Nevertheless, TD characterization of purified intact proteins has been useful for detecting PTMs. With the hope to overcome the pitfalls of BU and TD strategies, another concept called the 'middle-down (MD)' approach was put forward. Similar to BU, the MD approach also involves proteolysis, but in a restricted manner, to produce 'longer' proteolytic peptides than the ones usually obtained in BU studies, thereby providing better sequence coverage. In this regard, special proteases (OmpT, Sap9, IdeS) have been used, which can cleave proteins to produce longer proteolytic peptides. By reviewing ample evidences currently existing in the literature that is predominantly on PTM characterization of histones and antibodies, herein we highlight salient features of the MD approach. Consequently, we are inclined to claim that the MD concept might have widespread applications in future for various research areas, such as clinical, biopharmaceuticals (including PTM analysis) and even for general/routine characterization of proteins including therapeutic proteins, but not just limited to analysis of histones or antibodies.
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Affiliation(s)
- P Boomathi Pandeswari
- Advanced Centre for Bio Separation Technology (CBST), Vellore Institute of Technology (VIT) Vellore Tamil Nadu 632014 India
| | - Varatharajan Sabareesh
- Advanced Centre for Bio Separation Technology (CBST), Vellore Institute of Technology (VIT) Vellore Tamil Nadu 632014 India
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15
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Gargano AFG, Shaw JB, Zhou M, Wilkins CS, Fillmore TL, Moore RJ, Somsen GW, Paša-Tolić L. Increasing the Separation Capacity of Intact Histone Proteoforms Chromatography Coupling Online Weak Cation Exchange-HILIC to Reversed Phase LC UVPD-HRMS. J Proteome Res 2018; 17:3791-3800. [PMID: 30226781 PMCID: PMC6220366 DOI: 10.1021/acs.jproteome.8b00458] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
![]()
Top-down proteomics is an emerging
analytical strategy to characterize
combinatorial protein post-translational modifications (PTMs). However,
sample complexity and small mass differences between chemically closely
related proteoforms often limit the resolution attainable by separations
employing a single liquid chromatographic (LC) principle. In particular,
for ultramodified proteins like histones, extensive and time-consuming
fractionation is needed to achieve deep proteoform coverage. Herein,
we present the first online nanoflow comprehensive two-dimensional
liquid chromatography (nLC×LC) platform top-down mass spectrometry
analysis of histone proteoforms. The described two-dimensional LC
system combines weak cation exchange chromatography under hydrophilic
interaction LC conditions (i.e., charge- and hydrophilicity-based
separation) with reversed phase liquid chromatography (i.e., hydrophobicity-based
separation). The two independent chemical selectivities were run at
nanoflows (300 nL/min) and coupled online with high-resolution mass
spectrometry employing ultraviolet photodissociation (UVPD-HRMS).
The nLC×LC workflow increased the number of intact protein masses
observable relative to one-dimensional approaches and allowed characterization
of hundreds of proteoforms starting from limited sample quantities
(∼1.5 μg).
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Affiliation(s)
- Andrea F G Gargano
- Center for Analytical Sciences Amsterdam , Science Park 904 , 1098 XH Amsterdam , The Netherlands.,Vrije Universiteit Amsterdam , Department of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems , de Boelelaan 1085 , 1081HV Amsterdam , The Netherlands
| | - Jared B Shaw
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , P.O. Box 999, Richland , Washington 99352 , United States
| | - Mowei Zhou
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , P.O. Box 999, Richland , Washington 99352 , United States
| | - Christopher S Wilkins
- Biological Sciences Division , Pacific Northwest National Laboratory , P.O. Box 999, Richland , Washington 99352 , United States
| | - Thomas L Fillmore
- Biological Sciences Division , Pacific Northwest National Laboratory , P.O. Box 999, Richland , Washington 99352 , United States
| | - Ronald J Moore
- Biological Sciences Division , Pacific Northwest National Laboratory , P.O. Box 999, Richland , Washington 99352 , United States
| | - Govert W Somsen
- Center for Analytical Sciences Amsterdam , Science Park 904 , 1098 XH Amsterdam , The Netherlands.,Vrije Universiteit Amsterdam , Department of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems , de Boelelaan 1085 , 1081HV Amsterdam , The Netherlands
| | - Ljiljana Paša-Tolić
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , P.O. Box 999, Richland , Washington 99352 , United States
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16
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Abstract
Chromatin-related phenomena regulate gene expression by altering the compaction and accessibility of DNA to relevant transcription factors, thus allowing every cell in the body to attain distinct identities and to function properly within a given cellular context. These processes occur not only in the developing central nervous system, but continue throughout the lifetime of a neuron to constantly adapt to changes in the environment. Such changes can be positive or negative, thereby altering the chromatin landscape to influence cellular and synaptic plasticity within relevant neural circuits, and ultimately behavior. Given the importance of epigenetic mechanisms in guiding physiological adaptations, perturbations in these processes in brain have been linked to several neuropsychiatric and neurological disorders. In this review, we cover some of the recent advances linking chromatin dynamics to complex brain disorders and discuss new methodologies that may overcome current limitations in the field.
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Affiliation(s)
- Ryan M Bastle
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - Ian Maze
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029.,Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
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17
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Gargano AFG, Roca LS, Fellers RT, Bocxe M, Domínguez-Vega E, Somsen GW. Capillary HILIC-MS: A New Tool for Sensitive Top-Down Proteomics. Anal Chem 2018; 90:6601-6609. [PMID: 29722972 PMCID: PMC5990932 DOI: 10.1021/acs.analchem.8b00382] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
![]()
Recent
progress in top-down proteomics has driven the demand for
chromatographic methods compatible with mass spectrometry (MS) that
can separate intact proteins. Hydrophilic interaction liquid chromatography
(HILIC) has recently shown good potential for the characterization
of glycoforms of intact proteins. In the present study, we demonstrate
that HILIC can separate a wide range of proteins exhibiting orthogonal
selectivity with respect to reversed-phase LC (RPLC). However, the
application of HILIC to the analysis of low abundance proteins (e.g.,
in proteomics analysis) is hampered by low volume loadability, hindering
down-scaling of the method to column diameters below 2.1 mm. Moreover,
HILIC-MS sensitivity is decreased due to ion suppression from the
trifluoroacetic acid (TFA) often used as the ion-pair agent to improve
the selectivity and efficiency in the analysis of glycoproteins. Here,
we introduce a capillary-based HILIC-MS method that overcomes these
problems. Our method uses RPLC trap-columns to load and inject the
sample, circumventing issues of protein solubility and volume loadability
in capillary columns (200 μm ID). The low flow rates and use
of a dopant gas in the electrospray interface improve protein-ionization
efficiencies and reduce suppression by TFA. Overall, this allows the
separation and detection of small protein quantities (down to 5 ng
injected on column) as indicated by the analysis of a mixture of model
proteins. The potential of the new capillary HILIC-MS is demonstrated
by the analysis of a complex cell lysate.
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Affiliation(s)
- Andrea F G Gargano
- Centre for Analytical Science Amsterdam , Science Park 904 , 1098 XH Amsterdam , The Netherlands.,Amsterdam Institute for Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , de Boelelaan 1083 , 1081 HV Amsterdam , The Netherlands.,Van 't Hoff Institute for Molecular Sciences , Science Park 904 , 1098 XH Amsterdam , Netherlands
| | - Liana S Roca
- Centre for Analytical Science Amsterdam , Science Park 904 , 1098 XH Amsterdam , The Netherlands.,Van 't Hoff Institute for Molecular Sciences , Science Park 904 , 1098 XH Amsterdam , Netherlands
| | - Ryan T Fellers
- Departments of Chemistry and Molecular Bioscience and the Proteomics Center of Excellence , Northwestern University , 2145 N. Sheridan Road , Evanston , Illinois 60208 , United States
| | - Max Bocxe
- Amsterdam Institute for Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , de Boelelaan 1083 , 1081 HV Amsterdam , The Netherlands
| | - Elena Domínguez-Vega
- Amsterdam Institute for Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , de Boelelaan 1083 , 1081 HV Amsterdam , The Netherlands.,Center for Proteomics and Metabolomics , Leiden University Medical Center , Postbus 9600, 2300 RC Leiden , The Netherlands
| | - Govert W Somsen
- Centre for Analytical Science Amsterdam , Science Park 904 , 1098 XH Amsterdam , The Netherlands.,Amsterdam Institute for Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , de Boelelaan 1083 , 1081 HV Amsterdam , The Netherlands
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18
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Schräder CU, Ziemianowicz DS, Merx K, Schriemer DC. Simultaneous Proteoform Analysis of Histones H3 and H4 with a Simplified Middle-Down Proteomics Method. Anal Chem 2018; 90:3083-3090. [DOI: 10.1021/acs.analchem.7b03948] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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19
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Tvardovskiy A, Schwämmle V, Kempf SJ, Rogowska-Wrzesinska A, Jensen ON. Accumulation of histone variant H3.3 with age is associated with profound changes in the histone methylation landscape. Nucleic Acids Res 2017; 45:9272-9289. [PMID: 28934504 PMCID: PMC5766163 DOI: 10.1093/nar/gkx696] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Accepted: 07/26/2017] [Indexed: 12/20/2022] Open
Abstract
Deposition of replication-independent histone variant H3.3 into chromatin is essential for many biological processes, including development and reproduction. Unlike replication-dependent H3.1/2 isoforms, H3.3 is expressed throughout the cell cycle and becomes enriched in postmitotic cells with age. However, lifelong dynamics of H3 variant replacement and the impact of this process on chromatin organization remain largely undefined. Using quantitative middle-down proteomics we demonstrate that H3.3 accumulates to near saturation levels in the chromatin of various mouse somatic tissues by late adulthood. Accumulation of H3.3 is associated with profound changes in global levels of both individual and combinatorial H3 methyl modifications. A subset of these modifications exhibit distinct relative abundances on H3 variants and remain stably enriched on H3.3 throughout the lifespan, suggesting a causal relationship between H3 variant replacement and age-dependent changes in H3 methylation. Furthermore, the H3.3 level is drastically reduced in human hepatocarcinoma cells as compared to nontumoral hepatocytes, suggesting the potential utility of the H3.3 relative abundance as a biomarker of abnormal cell proliferation activity. Overall, our study provides the first quantitative characterization of dynamic changes in H3 proteoforms throughout lifespan in mammals and suggests a role for H3 variant replacement in modulating H3 methylation landscape with age.
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Affiliation(s)
- Andrey Tvardovskiy
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark.,Center for Epigenetics, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
| | - Veit Schwämmle
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark.,Center for Epigenetics, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
| | - Stefan J Kempf
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
| | - Adelina Rogowska-Wrzesinska
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark.,Center for Epigenetics, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
| | - Ole N Jensen
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark.,Center for Epigenetics, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
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20
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Kan M, Shumyatcher M, Himes BE. Using omics approaches to understand pulmonary diseases. Respir Res 2017; 18:149. [PMID: 28774304 PMCID: PMC5543452 DOI: 10.1186/s12931-017-0631-9] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Accepted: 07/26/2017] [Indexed: 12/24/2022] Open
Abstract
Omics approaches are high-throughput unbiased technologies that provide snapshots of various aspects of biological systems and include: 1) genomics, the measure of DNA variation; 2) transcriptomics, the measure of RNA expression; 3) epigenomics, the measure of DNA alterations not involving sequence variation that influence RNA expression; 4) proteomics, the measure of protein expression or its chemical modifications; and 5) metabolomics, the measure of metabolite levels. Our understanding of pulmonary diseases has increased as a result of applying these omics approaches to characterize patients, uncover mechanisms underlying drug responsiveness, and identify effects of environmental exposures and interventions. As more tissue- and cell-specific omics data is analyzed and integrated for diverse patients under various conditions, there will be increased identification of key mechanisms that underlie pulmonary biological processes, disease endotypes, and novel therapeutics that are efficacious in select individuals. We provide a synopsis of how omics approaches have advanced our understanding of asthma, chronic obstructive pulmonary disease (COPD), acute respiratory distress syndrome (ARDS), idiopathic pulmonary fibrosis (IPF), and pulmonary arterial hypertension (PAH), and we highlight ongoing work that will facilitate pulmonary disease precision medicine.
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Affiliation(s)
- Mengyuan Kan
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, 402 Blockley Hall 423 Guardian Drive, Philadelphia, PA 19104 USA
| | - Maya Shumyatcher
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, 402 Blockley Hall 423 Guardian Drive, Philadelphia, PA 19104 USA
| | - Blanca E. Himes
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, 402 Blockley Hall 423 Guardian Drive, Philadelphia, PA 19104 USA
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21
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Shliaha PV, Baird MA, Nielsen MM, Gorshkov V, Bowman AP, Kaszycki JL, Jensen ON, Shvartsburg AA. Characterization of Complete Histone Tail Proteoforms Using Differential Ion Mobility Spectrometry. Anal Chem 2017; 89:5461-5466. [PMID: 28406606 PMCID: PMC5436587 DOI: 10.1021/acs.analchem.7b00379] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Histone proteins are subject to dynamic post-translational modifications (PTMs) that cooperatively modulate the chromatin structure and function. Nearly all functional PTMs are found on the N-terminal histone domains (tails) of ∼50 residues protruding from the nucleosome core. Using high-definition differential ion mobility spectrometry (FAIMS) with electron transfer dissociation, we demonstrate rapid baseline gas-phase separation and identification of tails involving monomethylation, trimethylation, acetylation, or phosphorylation in biologically relevant positions. These are by far the largest variant peptides resolved by any method, some with PTM contributing just 0.25% to the mass. This opens the door to similar separations for intact proteins and in top-down proteomics.
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Affiliation(s)
- Pavel V Shliaha
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, and Center for Epigenetics, University of Southern Denmark , DK-5230 Odense M, Denmark
| | - Matthew A Baird
- Department of Chemistry, Wichita State University , 1845 Fairmount, Wichita, Kansas 67260, United States
| | - Mogens M Nielsen
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, and Center for Epigenetics, University of Southern Denmark , DK-5230 Odense M, Denmark
| | - Vladimir Gorshkov
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, and Center for Epigenetics, University of Southern Denmark , DK-5230 Odense M, Denmark
| | - Andrew P Bowman
- Department of Chemistry, Wichita State University , 1845 Fairmount, Wichita, Kansas 67260, United States
| | - Julia L Kaszycki
- Department of Chemistry, Wichita State University , 1845 Fairmount, Wichita, Kansas 67260, United States
| | - Ole N Jensen
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, and Center for Epigenetics, University of Southern Denmark , DK-5230 Odense M, Denmark
| | - Alexandre A Shvartsburg
- Department of Chemistry, Wichita State University , 1845 Fairmount, Wichita, Kansas 67260, United States
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22
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Forzano AV, Becirovic V, Martin RS, Edwards JL. Integrated Electrodes and Electrospray Emitter for Polymer Microfluidic Nanospray-MS Interface. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2016; 8:5152-5157. [PMID: 27818712 PMCID: PMC5091296 DOI: 10.1039/c6ay00197a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Interfacing of microfluidic devices to mass spectrometry has challenges including dilution from sheath liquid junctions, fragile electrodes, and excessive dead volumes which prevent optimum performance and common use. The goal of this work is to develop a stable nanospray chip-MS interface that contains easily integrated electrodes and an embedded capillary emitter to mitigate current chip-MS problems. This system uses a hybrid polystyrene-poly(dimethylsiloxane) (PS-PDMS) microfluidic platform with an embedded electrode and integrated capillary emitter used as the nanospray interface. Two chip designs were used to evaluate the performance, illustrate on-chip reaction capabilities. By direct infusion, this system showed good performance with LODs of GSH and caffeine of 9 nM and 1 nM, R2 of 0.996 and 0.992 and sensitivity of 12 counts/nM and 332 counts/nM over a linear dynamic range of 40 nM to 50 μM and 1 to 50 μM respectively. A reaction was performed on the chip with syringe pumps showing the oxidation of glutathione (GSH) to oxidized glutathione (GSSG) using H2O2. The on-chip reaction of GSH oxidation to GSSG, with online-MS detection, successfully demonstrate the stability and robustness of the nanospray interface.
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Affiliation(s)
- Anna V. Forzano
- Department of Chemistry, Saint Louis University, St Louis, MO, 63130 USA
| | - Vedada Becirovic
- Department of Chemistry, Saint Louis University, St Louis, MO, 63130 USA
| | - R. Scott Martin
- Department of Chemistry, Saint Louis University, St Louis, MO, 63130 USA
- To whom correspondence should be addressed. Phone +1 314 977 3624, ,
| | - James L. Edwards
- Department of Chemistry, Saint Louis University, St Louis, MO, 63130 USA
- To whom correspondence should be addressed. Phone +1 314 977 3624, ,
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23
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Affiliation(s)
- Jennifer S Brodbelt
- Department of Chemistry, University of Texas at Austin , Austin, Texas 78712, United States
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24
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Tvardovskiy A, Wrzesinski K, Sidoli S, Fey SJ, Rogowska-Wrzesinska A, Jensen ON. Top-down and Middle-down Protein Analysis Reveals that Intact and Clipped Human Histones Differ in Post-translational Modification Patterns. Mol Cell Proteomics 2015; 14:3142-53. [PMID: 26424599 DOI: 10.1074/mcp.m115.048975] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Indexed: 12/28/2022] Open
Abstract
Post-translational modifications (PTMs) of histone proteins play a fundamental role in regulation of DNA-templated processes. There is also growing evidence that proteolytic cleavage of histone N-terminal tails, known as histone clipping, influences nucleosome dynamics and functional properties. Using top-down and middle-down protein analysis by mass spectrometry, we report histone H2B and H3 N-terminal tail clipping in human hepatocytes and demonstrate a relationship between clipping and co-existing PTMs of histone H3. Histones H2B and H3 undergo proteolytic processing in primary human hepatocytes and the hepatocellular carcinoma cell line HepG2/C3A when grown in spheroid (3D) culture, but not in a flat (2D) culture. Using tandem mass spectrometry we localized four different clipping sites in H3 and one clipping site in H2B. We show that in spheroid culture clipped H3 proteoforms are mainly represented by canonical histone H3, whereas in primary hepatocytes over 90% of clipped H3 correspond to the histone variant H3.3. Comprehensive analysis of histone H3 modifications revealed a series of PTMs, including K14me1, K27me2/K27me3, and K36me1/me2, which are differentially abundant in clipped and intact H3. Analysis of co-existing PTMs revealed negative crosstalk between H3K36 methylation and H3K23 acetylation in clipped H3. Our data provide the first evidence of histone clipping in human hepatocytes and demonstrate that clipped H3 carry distinct co-existing PTMs different from those in intact H3.
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Affiliation(s)
- Andrey Tvardovskiy
- From the ‡Department of Biochemistry and Molecular Biology and §Center for Epigenetics, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK - 5230 Odense M, Denmark
| | | | - Simone Sidoli
- From the ‡Department of Biochemistry and Molecular Biology and §Center for Epigenetics, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK - 5230 Odense M, Denmark
| | - Stephen J Fey
- From the ‡Department of Biochemistry and Molecular Biology and
| | - Adelina Rogowska-Wrzesinska
- From the ‡Department of Biochemistry and Molecular Biology and §Center for Epigenetics, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK - 5230 Odense M, Denmark
| | - Ole N Jensen
- From the ‡Department of Biochemistry and Molecular Biology and §Center for Epigenetics, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, Campusvej 55, DK - 5230 Odense M, Denmark
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25
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Chen Y, Hoover ME, Dang X, Shomo AA, Guan X, Marshall AG, Freitas MA, Young NL. Quantitative Mass Spectrometry Reveals that Intact Histone H1 Phosphorylations are Variant Specific and Exhibit Single Molecule Hierarchical Dependence. Mol Cell Proteomics 2015. [PMID: 26209608 DOI: 10.1074/mcp.m114.046441] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Breast cancer was the second leading cause of cancer related mortality for females in 2014. Recent studies suggest histone H1 phosphorylation may be useful as a clinical biomarker of breast and other cancers because of its ability to recognize proliferative cell populations. Although monitoring a single phosphorylated H1 residue is adequate to stratify high-grade breast tumors, expanding our knowledge of how H1 is phosphorylated through the cell cycle is paramount to understanding its role in carcinogenesis. H1 analysis by bottom-up MS is challenging because of the presence of highly homologous sequence variants expressed by most cells. These highly basic proteins are difficult to analyze by LC-MS/MS because of the small, hydrophilic nature of peptides produced by tryptic digestion. Although bottom-up methods permit identification of several H1 phosphorylation events, these peptides are not useful for observing the combinatorial post-translational modification (PTM) patterns on the protein of interest. To complement the information provided by bottom-up MS, we utilized a top-down MS/MS workflow to permit identification and quantitation of H1 proteoforms related to the progression of breast cells through the cell cycle. Histones H1.2 and H1.4 were observed in MDA-MB-231 metastatic breast cells, whereas an additional histone variant, histone H1.3, was identified only in nonneoplastic MCF-10A cells. Progressive phosphorylation of histone H1.4 was identified in both cell lines at mitosis (M phase). Phosphorylation occurred first at S172 followed successively by S187, T18, T146, and T154. Notably, phosphorylation at S173 of histone H1.2 and S172, S187, T18, T146, and T154 of H1.4 significantly increases during M phase relative to S phase, suggesting that these events are cell cycle-dependent and may serve as markers for proliferation. Finally, we report the observation of the H1.2 SNP variant A18V in MCF-10A cells.
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Affiliation(s)
- Yu Chen
- From the ‡Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida, 32310
| | - Michael E Hoover
- §Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, Ohio, College of Medicine and Arthur G. James Comprehensive Cancer Center, Columbus, Ohio, 43210
| | - Xibei Dang
- ¶Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida, 32306
| | - Alan A Shomo
- ¶Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida, 32306
| | - Xiaoyan Guan
- From the ‡Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida, 32310
| | - Alan G Marshall
- From the ‡Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida, 32310; ¶Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida, 32306
| | - Michael A Freitas
- §Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, Ohio, College of Medicine and Arthur G. James Comprehensive Cancer Center, Columbus, Ohio, 43210;
| | - Nicolas L Young
- From the ‡Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Florida State University, Tallahassee, Florida, 32310;
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