1
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Gulhane P, Singh S. Unraveling the Post-Translational Modifications and therapeutical approach in NSCLC pathogenesis. Transl Oncol 2023; 33:101673. [PMID: 37062237 PMCID: PMC10133877 DOI: 10.1016/j.tranon.2023.101673] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/09/2023] [Accepted: 04/10/2023] [Indexed: 04/18/2023] Open
Abstract
Non-Small Cell Lung Cancer (NSCLC) is the most prevalent kind of lung cancer with around 85% of total lung cancer cases. Despite vast therapies being available, the survival rate is low (5 year survival rate is 15%) making it essential to comprehend the mechanism for NSCLC cell survival and progression. The plethora of evidences suggests that the Post Translational Modification (PTM) such as phosphorylation, methylation, acetylation, glycosylation, ubiquitination and SUMOylation are involved in various types of cancer progression and metastasis including NSCLC. Indeed, an in-depth understanding of PTM associated with NSCLC biology will provide novel therapeutic targets and insight into the current sophisticated therapeutic paradigm. Herein, we reviewed the key PTMs, epigenetic modulation, PTMs crosstalk along with proteogenomics to analyze PTMs in NSCLC and also, highlighted how epi‑miRNA, miRNA and PTM inhibitors are key modulators and serve as promising therapeutics.
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Affiliation(s)
- Pooja Gulhane
- National Centre for Cell Science, NCCS Complex, Ganeshkhind, SPPU Campus, Pune 411007, India
| | - Shailza Singh
- National Centre for Cell Science, NCCS Complex, Ganeshkhind, SPPU Campus, Pune 411007, India.
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2
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Sigismondo G, Papageorgiou DN, Krijgsveld J. Cracking chromatin with proteomics: From chromatome to histone modifications. Proteomics 2022; 22:e2100206. [PMID: 35633285 DOI: 10.1002/pmic.202100206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 11/10/2022]
Abstract
Chromatin is the assembly of genomic DNA and proteins packaged in the nucleus of eukaryotic cells, which together are crucial in regulating a plethora of cellular processes. Histones may be the best known class of protein constituents in chromatin, which are decorated by a range of post-translational modifications to recruit accessory proteins and protein complexes to execute specific functions, ranging from DNA compaction, repair, transcription and duplication, all in a dynamic fashion and depending on the cellular state. The key role of chromatin in cellular fitness is emphasized by the deregulation of chromatin determinants predisposing to different diseases, including cancer. For this reason, deep investigation of chromatin composition is fundamental to better understand cellular physiology. Proteomic approaches have played a crucial role to understand critical aspects of this complex interplay, benefiting from the ability to identify and quantify proteins and their modifications in an unbiased manner. This review gives an overview of the proteomic approaches that have been developed by combining mass spectrometry-based with tailored biochemical and genetic methods to examine overall protein make-up of chromatin, to characterize chromatin domains, to determine protein interactions, and to decipher the broad spectrum of histone modifications that represent the quintessence of chromatin function. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Gianluca Sigismondo
- German Cancer Research Center (DKFZ), Division of Proteomics of Stem Cells and Cancer, Heidelberg, Germany
| | - Dimitris N Papageorgiou
- German Cancer Research Center (DKFZ), Division of Proteomics of Stem Cells and Cancer, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Division of Proteomics of Stem Cells and Cancer, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
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3
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Li Y, Huang Y, Li T. PTM-X: Prediction of Post-Translational Modification Crosstalk Within and Across Proteins. Methods Mol Biol 2022; 2499:275-283. [PMID: 35696086 DOI: 10.1007/978-1-0716-2317-6_14] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Posttranslational modifications (PTMs), which are processes of adding covalent groups in protein amino acids after the translation, play an important role in regulating proteins' localization, degradation, and functions. Different PTMs both within a single protein and across multiple proteins can work together or regulate reciprocally, known as PTM cross talk. However, high-throughput experimental identifications of PTM cross talk are lack due to technical limitations. In this chapter, we review in silico prediction approaches and illustrate the usage of PTM-X, a suite of recently proposed machine learning methods to predict both intra- and interprotein PTM cross talk.
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Affiliation(s)
- Yuxuan Li
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Yuanhua Huang
- Department of Biomedical Sciences, The University of Hong Kong, Hong Kong, China.
| | - Tingting Li
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China.
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4
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Bonitto K, Sarathy K, Atai K, Mitra M, Coller HA. Is There a Histone Code for Cellular Quiescence? Front Cell Dev Biol 2021; 9:739780. [PMID: 34778253 PMCID: PMC8586460 DOI: 10.3389/fcell.2021.739780] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 09/17/2021] [Indexed: 12/14/2022] Open
Abstract
Many of the cells in our bodies are quiescent, that is, temporarily not dividing. Under certain physiological conditions such as during tissue repair and maintenance, quiescent cells receive the appropriate stimulus and are induced to enter the cell cycle. The ability of cells to successfully transition into and out of a quiescent state is crucial for many biological processes including wound healing, stem cell maintenance, and immunological responses. Across species and tissues, transcriptional, epigenetic, and chromosomal changes associated with the transition between proliferation and quiescence have been analyzed, and some consistent changes associated with quiescence have been identified. Histone modifications have been shown to play a role in chromatin packing and accessibility, nucleosome mobility, gene expression, and chromosome arrangement. In this review, we critically evaluate the role of different histone marks in these processes during quiescence entry and exit. We consider different model systems for quiescence, each of the most frequently monitored candidate histone marks, and the role of their writers, erasers and readers. We highlight data that support these marks contributing to the changes observed with quiescence. We specifically ask whether there is a quiescence histone “code,” a mechanism whereby the language encoded by specific combinations of histone marks is read and relayed downstream to modulate cell state and function. We conclude by highlighting emerging technologies that can be applied to gain greater insight into the role of a histone code for quiescence.
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Affiliation(s)
- Kenya Bonitto
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Kirthana Sarathy
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Kaiser Atai
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States.,Molecular Biology Interdepartmental Doctoral Program, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Mithun Mitra
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Hilary A Coller
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Biological Chemistry, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.,Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, United States
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5
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Visualization of the dynamics of histone modifications and their crosstalk using PTM-CrossTalkMapper. Methods 2020; 184:78-85. [DOI: 10.1016/j.ymeth.2020.01.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 01/10/2020] [Accepted: 01/15/2020] [Indexed: 10/25/2022] Open
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6
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Zhou X, Zhou L, Ge X, Guo X, Han J, Zhang Y, Yang H. Quantitative Proteomic Analysis of Porcine Intestinal Epithelial Cells Infected with Porcine Deltacoronavirus Using iTRAQ-Coupled LC-MS/MS. J Proteome Res 2020; 19:4470-4485. [PMID: 33045833 PMCID: PMC7640975 DOI: 10.1021/acs.jproteome.0c00592] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Indexed: 12/14/2022]
Abstract
Porcine deltacoronavirus (PDCoV) is an emergent enteropathogenic coronavirus associated with swine diarrhea. Porcine small intestinal epithelial cells (IPEC) are the primary target cells of PDCoV infection in vivo. Here, isobaric tags for relative and absolute quantification (iTRAQ) labeling coupled to liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to quantitatively identify differentially expressed proteins (DEPs) in PDCoV-infected IPEC-J2 cells. A total of 78 DEPs, including 23 upregulated and 55 downregulated proteins, were identified at 24 h postinfection. The data are available via ProteomeXchange with identifier PXD019975. To ensure reliability of the proteomics data, two randomly selected DEPs, the downregulated anaphase-promoting complex subunit 7 (ANAPC7) and upregulated interferon-induced protein with tetratricopeptide repeats 1 (IFIT1), were verified by real-time PCR and Western blot, and the results of which indicate that the proteomics data were reliable and valid. Bioinformatics analyses, including GO, COG, KEGG, and STRING, further demonstrated that a majority of the DEPs are involved in numerous crucial biological processes and signaling pathways, such as immune system, digestive system, signal transduction, RIG-I-like receptor, mTOR, PI3K-AKT, autophagy, and cell cycle signaling pathways. Altogether, this is the first study on proteomes of PDCoV-infected host cells, which shall provide valuable clues for further investigation of PDCoV pathogenesis.
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Affiliation(s)
- Xinrong Zhou
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
| | - Lei Zhou
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
| | - Xinna Ge
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
| | - Xin Guo
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
| | - Jun Han
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
| | - Yongning Zhang
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
| | - Hanchun Yang
- Key
Laboratory of Animal Epidemiology of Ministry of Agriculture and Rural
Affairs, College of Veterinary Medicine, China Agricultural University, No. 2 Yuanmingyuan West Road, Haidian District, Beijing 100193, PR China
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7
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den Ridder M, Daran-Lapujade P, Pabst M. Shot-gun proteomics: why thousands of unidentified signals matter. FEMS Yeast Res 2019; 20:5682490. [DOI: 10.1093/femsyr/foz088] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 12/19/2019] [Indexed: 12/14/2022] Open
Abstract
ABSTRACT
Mass spectrometry-based proteomics has become a constitutional part of the multi-omics toolbox in yeast research, advancing fundamental knowledge of molecular processes and guiding decisions in strain and product developmental pipelines. Nevertheless, post-translational protein modifications (PTMs) continue to challenge the field of proteomics. PTMs are not directly encoded in the genome; therefore, they require a sensitive analysis of the proteome itself. In yeast, the relevance of post-translational regulators has already been established, such as for phosphorylation, which can directly affect the reaction rates of metabolic enzymes. Whereas, the selective analysis of single modifications has become a broadly employed technique, the sensitive analysis of a comprehensive set of modifications still remains a challenge. At the same time, a large number of fragmentation spectra in a typical shot-gun proteomics experiment remain unidentified. It has been estimated that a good proportion of those unidentified spectra originates from unexpected modifications or natural peptide variants. In this review, recent advancements in microbial proteomics for unrestricted protein modification discovery are reviewed, and recent research integrating this additional layer of information to elucidate protein interaction and regulation in yeast is briefly discussed.
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Affiliation(s)
- Maxime den Ridder
- Delft University of Technology, Department of Biotechnology, van der Maasweg 9, 2629 HZ Delft, The Netherlands
| | - Pascale Daran-Lapujade
- Delft University of Technology, Department of Biotechnology, van der Maasweg 9, 2629 HZ Delft, The Netherlands
| | - Martin Pabst
- Delft University of Technology, Department of Biotechnology, van der Maasweg 9, 2629 HZ Delft, The Netherlands
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8
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Wu Z, Huang R, Yuan L. Crosstalk of intracellular post-translational modifications in cancer. Arch Biochem Biophys 2019; 676:108138. [PMID: 31606391 DOI: 10.1016/j.abb.2019.108138] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 09/29/2019] [Accepted: 10/08/2019] [Indexed: 12/17/2022]
Abstract
Post-translational modifications (PTMs) have been reported to play pivotal roles in numerous cellular biochemical and physiological processes. Multiple PTMs can influence the actions of each other positively or negatively, termed as PTM crosstalk or PTM code. During recent years, development of identification strategies for PTMs co-occurrence has revealed abundant information of interplay between PTMs. Increasing evidence demonstrates that deregulation of PTMs crosstalk is involved in the genesis and development of various diseases. Insight into the complexity of PTMs crosstalk will help us better understand etiology and provide novel targets for drug therapy. In the present review, we will discuss the important functional roles of PTMs crosstalk in proteins associated with cancer diseases.
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Affiliation(s)
- Zheng Wu
- School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing, 100191, China.
| | - Rongting Huang
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, 100191, China
| | - Liang Yuan
- Peking University International Hospital, Beijing, 102200, China
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9
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Hoedt E, Zhang G, Neubert TA. Stable Isotope Labeling by Amino Acids in Cell Culture (SILAC) for Quantitative Proteomics. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1140:531-539. [PMID: 31347069 DOI: 10.1007/978-3-030-15950-4_31] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Stable isotope labeling by amino acids in cell culture (SILAC) is a powerful approach for high-throughput quantitative proteomics. SILAC allows highly accurate protein quantitation through metabolic encoding of whole cell proteomes using stable isotope labeled amino acids. Since its introduction in 2002, SILAC has become increasingly popular. In this chapter we review the methodology and application of SILAC, with an emphasis on three research areas: dynamics of posttranslational modifications, protein-protein interactions, and protein turnover.
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Affiliation(s)
- Esthelle Hoedt
- Kimmel Center for Biology and Medicine at the Skirball Institute and Department of Cell Biology, New York University School of Medicine, New York, NY, USA
| | - Guoan Zhang
- Proteomics and Metabolomics Core Facility, Weill Cornell Medicine, New York, NY, USA
| | - Thomas A Neubert
- Kimmel Center for Biology and Medicine at the Skirball Institute and Department of Cell Biology, New York University School of Medicine, New York, NY, USA.
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10
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Abstract
INTRODUCTION Analysis of histone post-translational modifications (PTMs) by mass spectrometry (MS) has become a fundamental tool for the characterization of chromatin composition and dynamics. Histone PTMs benchmark several biological states of chromatin, including regions of active enhancers, active/repressed gene promoters and damaged DNA. These complex regulatory mechanisms are often defined by combinatorial histone PTMs; for instance, active enhancers are commonly occupied by both marks H3K4me1 and H3K27ac. The traditional bottom-up MS strategy identifies and quantifies short (aa 4-20) tryptic peptides, and it is thus not suitable for the characterization of combinatorial PTMs. Areas covered: Here, we review the advancement of the middle-down MS strategy applied to histones, which consists in the analysis of intact histone N-terminal tails (aa 50-60). Middle-down MS has reached sufficient robustness and reliability, and it is far less technically challenging than PTM quantification on intact histones (top-down). However, the very few chromatin biology studies applying middle-down MS resulting from PubMed searches indicate that it is still very scarcely exploited, potentially due to the apparent high complexity of method and analysis. Expert commentary: We will discuss the state-of-the-art workflow and examples of existing studies, aiming to highlight its potential and feasibility for studies of cell biologists interested in chromatin and epigenetics.
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Affiliation(s)
- Simone Sidoli
- a Epigenetics Institute, Department of Biochemistry and Biophysics, Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , USA
| | - Benjamin A Garcia
- a Epigenetics Institute, Department of Biochemistry and Biophysics, Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , USA
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11
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Li Y, Zhou X, Zhai Z, Li T. Co-occurring protein phosphorylation are functionally associated. PLoS Comput Biol 2017; 13:e1005502. [PMID: 28459814 PMCID: PMC5432191 DOI: 10.1371/journal.pcbi.1005502] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2016] [Revised: 05/15/2017] [Accepted: 04/04/2017] [Indexed: 12/25/2022] Open
Abstract
Post-translational modifications (PTMs) add a further layer of complexity to the proteome and regulate a wide range of cellular protein functions. With the increasing number of known PTM sites, it becomes imperative to understand their functional interplays. In this study, we proposed a novel analytical strategy to explore functional relationships between PTM sites by testing their tendency to be modified together (co-occurrence) under the same condition, and applied it to proteome-wide human phosphorylation data collected under 88 different laboratory or physiological conditions. Co-occurring phosphorylation occurs significantly more frequently than randomly expected and include many known examples of cross-talk or functional connections. Such pairs, either within the same phosphoprotein or between interacting partners, are more likely to be in sequence or structural proximity, be phosphorylated by the same kinases, participate in similar biological processes, and show residue co-evolution across vertebrates. In addition, we also found that their co-occurrence states tend to be conserved in orthologous phosphosites in the mouse proteome. Together, our results support that the co-occurring phosphorylation are functionally associated. Comparison with existing methods further suggests that co-occurrence analysis can be a useful complement to uncover novel functional associations between PTM sites. In addition to gene expression and translation control, post-translational modifications (PTMs) represent another level to regulate proteins functions. Different PTM sites within a protein usually co-operate to fulfill their functional roles. Recent advances in high-throughput mass spectrometry (MS) technologies have facilitated the proteome-wide identification of PTM sites, giving rise to both challenge and opportunity to understand their functional relationships. Previously, several data mining approaches have been developed to explore the global PTM interplays. In this study, we proposed to infer functional associations between PTM sites from the correlation of their modification status across many biological conditions, which was not exploited before. In practice, we tested if a pair of sites are modified together under the same condition significantly more often than expected (co-occurrence). As a proof of principle, we applied this analytical strategy to human phosphorylation because we could collect data sets of proteome-wide coverage under 88 different conditions. We demonstrated that sites with co-occurring phosphorylation status are functionally associated from several lines of evidence. The co-occurrence analysis can also uncover functionally connected phosphosites with clear biological evidence which are missed by other approaches. With increasing proteome-wide data for other types of PTMs under different conditions, the co-occurrence analysis can be integrated with other methods to identify novel PTM associations.
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Affiliation(s)
- Ying Li
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Xueya Zhou
- Department of Psychiatry and Centre for Genomic Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Zichao Zhai
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Tingting Li
- Department of Biomedical Informatics, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
- Institute of Systems Biomedicine, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
- * E-mail:
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12
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Noberini R, Bonaldi T. A Super-SILAC Strategy for the Accurate and Multiplexed Profiling of Histone Posttranslational Modifications. Methods Enzymol 2016; 586:311-332. [PMID: 28137569 DOI: 10.1016/bs.mie.2016.09.036] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Histone posttranslational modifications (hPTMs) generate a complex combinatorial code that plays a critical role in the regulation of gene activity and nuclear architecture during physiological and pathological processes. Mass spectrometry (MS) offers an unbiased, comprehensive, and quantitative view on hPTM patterns, and has emerged as a powerful tool in epigenetic research. Stable isotope labeling by amino acid in cell culture (SILAC) is a MS-based quantitative method that relies on the metabolic labeling of cell populations, which has been widely applied in global proteomic studies and can also be exploited for the accurate quantitation of hPTM changes among distinct functional states. However, the classical SILAC strategy has two main limits: it cannot be applied to more than three cell populations at the time and excludes samples that cannot be metabolically labeled, such as clinical samples. These limitations can be overcome by using a super-SILAC strategy, where a mix of heavy-labeled cell lines is used as a spike-in to analyze any types of samples with high accuracy and high multiplexing capabilities. In this chapter, we will provide a detailed description of a protocol to set up a histone-focused super-SILAC strategy and exploit it to accurately profile hPTMs across multiple samples. As a case study, we will describe a breast cancer-focused super-SILAC approach, which we used in a recent publication to profile hPTMs in frozen and formalin-fixed paraffin-embedded human samples, revealing previously unknown marks that differentiate breast cancer subtypes.
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Affiliation(s)
- R Noberini
- Center for Genomic Science, Istituto Italiano di Tecnologia, Milano, Italy
| | - T Bonaldi
- European Institute of Oncology, Milano, Italy.
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13
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Vitko D, Májek P, Schirghuber E, Kubicek S, Bennett KL. FASIL-MS: An Integrated Proteomic and Bioinformatic Workflow To Universally Quantitate In Vivo-Acetylated Positional Isomers. J Proteome Res 2016; 15:2579-94. [PMID: 27302567 DOI: 10.1021/acs.jproteome.6b00130] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Dynamic changes in histone post-translational modifications (PTMs) regulate gene transcription leading to fine-tuning of biological processes such as DNA replication and cell cycle progression. Moreover, specific histone modifications constitute docking sites for recruitment of DNA damage repair proteins and mediation of subsequent cell survival. Therefore, understanding and monitoring changes in histone PTMs that can alter cell proliferation and thus lead to disease progression are of considerable medical interest. In this study, stable isotope labeling with N-acetoxy-D3-succinimide (D3-NAS) was utilized to efficiently derivatize unmodified lysine residues at the protein level. The sample preparation method was streamlined to facilitate buffer exchange between the multiple steps of the protocol by coupling chemical derivatization to filter-aided sample preparation (FASP). Additionally, the mass spectrometry method was adapted to simultaneously coisolate and subsequently cofragment all differentially H3/D3-acetylated histone peptide clusters. Combination of these multiplexed MS(2) spectra with the implementation of a data analysis algorithm enabled the quantitation of each and every in vivo-acetylated DMSO- and SAHA-treated H4(4-17) and H3(18-26) peptide. We have termed our new approach FASIL-MS for filter-aided stable isotopic labeling coupled to mass spectrometry. FASIL-MS enables the universal and site-specific quantitation of peptides with multiple in vivo-acetylated lysine residues. Data are available via ProteomeXchange (PXD003611).
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Affiliation(s)
- Dijana Vitko
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria
| | - Peter Májek
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria
| | - Erika Schirghuber
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria.,Christian Doppler Laboratory for Chemical Epigenetics and Antiinfectives, CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria
| | - Stefan Kubicek
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria.,Christian Doppler Laboratory for Chemical Epigenetics and Antiinfectives, CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria
| | - Keiryn L Bennett
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences , A-1090 Vienna, Austria
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14
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Co-ChIP enables genome-wide mapping of histone mark co-occurrence at single-molecule resolution. Nat Biotechnol 2016; 34:953-61. [PMID: 27454738 DOI: 10.1038/nbt.3652] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 07/18/2016] [Indexed: 11/08/2022]
Abstract
Histone modifications play an important role in chromatin organization and transcriptional regulation, but despite the large amount of genome-wide histone modification data collected in different cells and tissues, little is known about co-occurrence of modifications on the same nucleosome. Here we present a genome-wide quantitative method for combinatorial indexed chromatin immunoprecipitation (co-ChIP) to characterize co-occurrence of histone modifications on nucleosomes. Using co-ChIP, we study the genome-wide co-occurrence of 14 chromatin marks (70 pairwise combinations), and find previously undescribed co-occurrence patterns, including the co-occurrence of H3K9me1 and H3K27ac in super-enhancers. Finally, we apply co-ChIP to measure the distribution of the bivalent H3K4me3-H3K27me3 domains in two distinct mouse embryonic stem cell (mESC) states and in four adult tissues. We observe dynamic changes in 5,786 regions and discover both loss and de novo gain of bivalency in key tissue-specific regulatory genes, suggesting a functional role for bivalent domains during different stages of development. These results show that co-ChIP can reveal the complex interactions between histone modifications.
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15
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Schwämmle V, Sidoli S, Ruminowicz C, Wu X, Lee CF, Helin K, Jensen ON. Systems Level Analysis of Histone H3 Post-translational Modifications (PTMs) Reveals Features of PTM Crosstalk in Chromatin Regulation. Mol Cell Proteomics 2016; 15:2715-29. [PMID: 27302890 DOI: 10.1074/mcp.m115.054460] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Indexed: 12/21/2022] Open
Abstract
Histones are abundant chromatin constituents carrying numerous post-translational modifications (PTMs). Such PTMs mediate a variety of biological functions, including recruitment of enzymatic readers, writers and erasers that modulate DNA replication, transcription and repair. Individual histone molecules contain multiple coexisting PTMs, some of which exhibit crosstalk, i.e. coordinated or mutually exclusive activities. Here, we present an integrated experimental and computational systems level molecular characterization of histone PTMs and PTM crosstalk. Using wild type and engineered mouse embryonic stem cells (mESCs) knocked out in components of the Polycomb Repressive Complex 2 (PRC2, Suz12(-/-)), PRC1 (Ring1A/B(-/-)) and (Dnmt1/3a/3b(-/-)) we performed comprehensive PTM analysis of histone H3 tails (50 aa) by utilizing quantitative middle-down proteome analysis by tandem mass spectrometry. We characterized combinatorial PTM features across the four mESC lines and then applied statistical data analysis to predict crosstalk between histone H3 PTMs. We detected an overrepresentation of positive crosstalk (codependent marks) between adjacent mono-methylated and acetylated marks, and negative crosstalk (mutually exclusive marks) among most of the seven characterized di- and tri-methylated lysine residues in the H3 tails. We report novel features of PTM interplay involving hitherto poorly characterized arginine methylation and lysine methylation sites, including H3R2me, H3R8me and H3K37me. Integration of the H3 data with RNAseq data by coabundance clustering analysis of histone PTMs and histone modifying enzymes revealed correlations between PTM and enzyme levels. We conclude that middle-down proteomics is a powerful tool to determine conserved or dynamic interdependencies between histone marks, which paves the way for detailed investigations of the histone code. Histone H3 PTM data is publicly available in the CrossTalkDB repository at http://crosstalkdb.bmb.sdu.dk.
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Affiliation(s)
- Veit Schwämmle
- From the ‡Centre for Epigenetics and VILLUM Center for Bioanalytical Sciences, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark;
| | - Simone Sidoli
- From the ‡Centre for Epigenetics and VILLUM Center for Bioanalytical Sciences, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
| | - Chrystian Ruminowicz
- From the ‡Centre for Epigenetics and VILLUM Center for Bioanalytical Sciences, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
| | - Xudong Wu
- §Biotech Research and Innovation Centre and Centre for Epigenetics, University of Copenhagen, DK-2200, Copenhagen, Denmark
| | - Chung-Fan Lee
- §Biotech Research and Innovation Centre and Centre for Epigenetics, University of Copenhagen, DK-2200, Copenhagen, Denmark
| | - Kristian Helin
- §Biotech Research and Innovation Centre and Centre for Epigenetics, University of Copenhagen, DK-2200, Copenhagen, Denmark; ¶The Danish Stem Cell Centre (Danstem), University of Copenhagen, DK-2200, Copenhagen, Denmark
| | - Ole N Jensen
- From the ‡Centre for Epigenetics and VILLUM Center for Bioanalytical Sciences, Department of Biochemistry and Molecular Biology, University of Southern Denmark, Campusvej 55, DK-5230 Odense M, Denmark
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16
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Combinations of Histone Modifications for Pattern Genes. Acta Biotheor 2016; 64:121-32. [PMID: 26846124 DOI: 10.1007/s10441-016-9276-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Accepted: 02/01/2016] [Indexed: 12/22/2022]
Abstract
Histone post-translational modifications play important roles in transcriptional regulation. It is known that multiple histone modifications can act in a combinatorial manner. In this study, we investigated the effects of multiple histone modifications on expression levels of five gene categories (four kinds of pattern genes and non-pattern genes) in coding regions. The combinatorial patterns of modifications for the five gene categories were also studied in the regions. Our results indicated that the differences in the expression levels between any two gene categories were significant. There were some corresponding differences in multiple histone modification levels among the five gene categories. Multiple histone modifications jointly impacted expression levels of every gene category. Four mutual combinations of histone modifications were found and analyzed.
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17
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Noberini R, Sigismondo G, Bonaldi T. The contribution of mass spectrometry-based proteomics to understanding epigenetics. Epigenomics 2016; 8:429-45. [DOI: 10.2217/epi.15.108] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Chromatin is a macromolecular complex composed of DNA and histones that regulate gene expression and nuclear architecture. The concerted action of DNA methylation, histone post-translational modifications and chromatin-associated proteins control the epigenetic regulation of the genome, ultimately determining cell fate and the transcriptional outputs of differentiated cells. Deregulation of this complex machinery leads to disease states, and exploiting epigenetic drugs is becoming increasingly attractive for therapeutic intervention. Mass spectrometry (MS)-based proteomics emerged as a powerful tool complementary to genomic approaches for epigenetic research, allowing the unbiased and comprehensive analysis of histone post-translational modifications and the characterization of chromatin constituents and chromatin-associated proteins. Furthermore, MS holds great promise for epigenetic biomarker discovery and represents a useful tool for deconvolution of epigenetic drug targets. Here, we will provide an overview of the applications of MS-based proteomics in various areas of chromatin biology.
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Affiliation(s)
- Roberta Noberini
- Center for Genomic Science of IIT@SEMM, Istituto Italiano di Tecnologia, via Adamello 16, Milano, Italy
| | - Gianluca Sigismondo
- Department of Experimental Oncology, European Institute of Oncology, via Adamello 16, Milano, Italy
| | - Tiziana Bonaldi
- Department of Experimental Oncology, European Institute of Oncology, via Adamello 16, Milano, Italy
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18
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Xiong Q, Chen Z, Ge F. Proteomic analysis of post translational modifications in cyanobacteria. J Proteomics 2016; 134:57-64. [DOI: 10.1016/j.jprot.2015.07.037] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 06/28/2015] [Accepted: 07/30/2015] [Indexed: 01/16/2023]
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19
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Valero ML, Sendra R, Pamblanco M. Tandem affinity purification of histones, coupled to mass spectrometry, identifies associated proteins and new sites of post-translational modification in Saccharomyces cerevisiae. J Proteomics 2016; 136:183-92. [PMID: 26778144 DOI: 10.1016/j.jprot.2016.01.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Revised: 12/17/2015] [Accepted: 01/04/2016] [Indexed: 02/06/2023]
Abstract
Histones and their post-translational modifications contribute to regulating fundamental biological processes in all eukaryotic cells. We have applied a conventional tandem affinity purification strategy to histones H3 and H4 of the yeast Saccharomyces cerevisiae. Mass spectrometry analysis of the co-purified proteins revealed multiple associated proteins, including core histones, which indicates that tagged histones may be incorporated to the nucleosome particle. Among the many other co-isolated proteins there are histone chaperones, elements of chromatin remodeling, of nucleosome assembly/disassembly, and of histone modification complexes. The histone chaperone Rtt106p, two members of chromatin assembly FACT complex and Psh1p, an ubiquitin ligase, were the most abundant proteins obtained with both H3-TAP and H4-TAP, regardless of the cell extraction medium stringency. Our mass spectrometry analyses have also revealed numerous novel post-translational modifications, including 30 new chemical modifications in histones, mainly by ubiquitination. We have discovered not only new sites of ubiquitination but that, besides lysine, also serine and threonine residues are targets of ubiquitination on yeast histones. Our results show the standard tandem affinity purification procedure is suitable for application to yeast histones, in order to isolate and characterize histone-binding proteins and post-translational modifications, avoiding the bias caused by histone purification from a chromatin-enriched fraction.
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Affiliation(s)
- M Luz Valero
- Secció de Proteòmica, Servei Central de Suport a la Investigació Experimental (SCSIE), Universitat de València, C/Dr. Moliner 50, 46100, Burjassot, València, Spain.
| | - Ramon Sendra
- Departament de Bioquímica i Biologia Molecular, Universitat de València, C/Dr. Moliner 50, 46100, Burjassot, València, Spain.
| | - Mercè Pamblanco
- Departament de Bioquímica i Biologia Molecular, Universitat de València, C/Dr. Moliner 50, 46100, Burjassot, València, Spain.
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20
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Zhang T, Cooper S, Brockdorff N. The interplay of histone modifications - writers that read. EMBO Rep 2015; 16:1467-81. [PMID: 26474904 PMCID: PMC4641500 DOI: 10.15252/embr.201540945] [Citation(s) in RCA: 553] [Impact Index Per Article: 55.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 09/16/2015] [Indexed: 01/07/2023] Open
Abstract
Histones are subject to a vast array of posttranslational modifications including acetylation, methylation, phosphorylation, and ubiquitylation. The writers of these modifications play important roles in normal development and their mutation or misregulation is linked with both genetic disorders and various cancers. Readers of these marks contain protein domains that allow their recruitment to chromatin. Interestingly, writers often contain domains which can read chromatin marks, allowing the reinforcement of modifications through a positive feedback loop or inhibition of their activity by other modifications. We discuss how such positive reinforcement can result in chromatin states that are robust and can be epigenetically maintained through cell division. We describe the implications of these regulatory systems in relation to modifications including H3K4me3, H3K79me3, and H3K36me3 that are associated with active genes and H3K27me3 and H3K9me3 that have been linked to transcriptional repression. We also review the crosstalk between active and repressive modifications, illustrated by the interplay between the Polycomb and Trithorax histone-modifying proteins, and discuss how this may be important in defining gene expression states during development.
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Affiliation(s)
- Tianyi Zhang
- Developmental Epigenetics, Department of Biochemistry, University of Oxford, Oxford, UK
| | - Sarah Cooper
- Developmental Epigenetics, Department of Biochemistry, University of Oxford, Oxford, UK
| | - Neil Brockdorff
- Developmental Epigenetics, Department of Biochemistry, University of Oxford, Oxford, UK
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21
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Chen X, Wei S, Ji Y, Guo X, Yang F. Quantitative proteomics using SILAC: Principles, applications, and developments. Proteomics 2015; 15:3175-92. [PMID: 26097186 DOI: 10.1002/pmic.201500108] [Citation(s) in RCA: 145] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 04/24/2015] [Accepted: 06/08/2015] [Indexed: 12/21/2022]
Affiliation(s)
- Xiulan Chen
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
| | - Shasha Wei
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
| | - Yanlong Ji
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
- University of Chinese Academy of Sciences; Beijing P. R. China
| | - Xiaojing Guo
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
| | - Fuquan Yang
- Key Laboratory of Protein and Peptide Pharmaceuticals and Laboratory of Proteomics; Institute of Biophysics; Chinese Academy of Sciences; Beijing P. R. China
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22
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Skalska L, Stojnic R, Li J, Fischer B, Cerda-Moya G, Sakai H, Tajbakhsh S, Russell S, Adryan B, Bray SJ. Chromatin signatures at Notch-regulated enhancers reveal large-scale changes in H3K56ac upon activation. EMBO J 2015; 34:1889-904. [PMID: 26069324 DOI: 10.15252/embj.201489923] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Accepted: 05/13/2015] [Indexed: 12/23/2022] Open
Abstract
The conserved Notch pathway functions in diverse developmental and disease-related processes, requiring mechanisms to ensure appropriate target selection and gene activation in each context. To investigate the influence of chromatin organisation and dynamics on the response to Notch signalling, we partitioned Drosophila chromatin using histone modifications and established the preferred chromatin conditions for binding of Su(H), the Notch pathway transcription factor. By manipulating activity of a co-operating factor, Lozenge/Runx, we showed that it can help facilitate these conditions. While many histone modifications were unchanged by Su(H) binding or Notch activation, we detected rapid changes in acetylation of H3K56 at Notch-regulated enhancers. This modification extended over large regions, required the histone acetyl-transferase CBP and was independent of transcription. Such rapid changes in H3K56 acetylation appear to be a conserved indicator of enhancer activation as they also occurred at the mammalian Notch-regulated Hey1 gene and at Drosophila ecdysone-regulated genes. This intriguing example of a core histone modification increasing over short timescales may therefore underpin changes in chromatin accessibility needed to promote transcription following signalling activation.
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Affiliation(s)
- Lenka Skalska
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - Robert Stojnic
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK Cambridge Systems Biology Centre, University of Cambridge, Cambridge, UK
| | - Jinghua Li
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - Bettina Fischer
- Cambridge Systems Biology Centre, University of Cambridge, Cambridge, UK Department of Genetics, University of Cambridge, Cambridge, UK
| | - Gustavo Cerda-Moya
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - Hiroshi Sakai
- Department of Developmental & Stem Cell Biology, Institut Pasteur, Paris, France
| | - Shahragim Tajbakhsh
- Department of Developmental & Stem Cell Biology, Institut Pasteur, Paris, France
| | - Steven Russell
- Cambridge Systems Biology Centre, University of Cambridge, Cambridge, UK Department of Genetics, University of Cambridge, Cambridge, UK
| | - Boris Adryan
- Cambridge Systems Biology Centre, University of Cambridge, Cambridge, UK Department of Genetics, University of Cambridge, Cambridge, UK
| | - Sarah J Bray
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
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23
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Affiliation(s)
- He Huang
- Ben May Department of Cancer Research, The University of Chicago, Chicago, Illinois 60637, United States
| | - Shu Lin
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Benjamin A. Garcia
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Yingming Zhao
- Ben May Department of Cancer Research, The University of Chicago, Chicago, Illinois 60637, United States
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24
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Huang Y, Xu B, Zhou X, Li Y, Lu M, Jiang R, Li T. Systematic characterization and prediction of post-translational modification cross-talk. Mol Cell Proteomics 2015; 14:761-70. [PMID: 25605461 DOI: 10.1074/mcp.m114.037994] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Post-translational modification (PTM)(1) plays an important role in regulating the functions of proteins. PTMs of multiple residues on one protein may work together to determine a functional outcome, which is known as PTM cross-talk. Identification of PTM cross-talks is an emerging theme in proteomics and has elicited great interest, but their properties remain to be systematically characterized. To this end, we collected 193 PTM cross-talk pairs in 77 human proteins from the literature and then tested location preference and co-evolution at the residue and modification levels. We found that cross-talk events preferentially occurred among nearby PTM sites, especially in disordered protein regions, and cross-talk pairs tended to co-evolve. Given the properties of PTM cross-talk pairs, a naïve Bayes classifier integrating different features was built to predict cross-talks for pairwise combination of PTM sites. By using a 10-fold cross-validation, the integrated prediction model showed an area under the receiver operating characteristic (ROC) curve of 0.833, superior to using any individual feature alone. The prediction performance was also demonstrated to be robust to the biases in the collected PTM cross-talk pairs. The integrated approach has the potential for large-scale prioritization of PTM cross-talk candidates for functional validation and was implemented as a web server available at http://bioinfo.bjmu.edu.cn/ptm-x/.
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Affiliation(s)
- Yuanhua Huang
- From the ‡Department of Biomedical Informatics, ‖MOE Key Laboratory of Bioinformatics and Bioinformatics Division, TNLIST/Department of Automation, Tsinghua University, Beijing 100084, China; **European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, United Kingdom
| | - Bosen Xu
- §Department of Biochemistry and Molecular Biology, and
| | - Xueya Zhou
- ¶¶Department of Psychiatry and Centre for Genomic Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Ying Li
- From the ‡Department of Biomedical Informatics
| | - Ming Lu
- From the ‡Department of Biomedical Informatics
| | - Rui Jiang
- ‖MOE Key Laboratory of Bioinformatics and Bioinformatics Division, TNLIST/Department of Automation, Tsinghua University, Beijing 100084, China
| | - Tingting Li
- From the ‡Department of Biomedical Informatics, ¶Institute of Systems Biomedicine, School of Basic Medical Sciences, Peking University Health Science Center, Beijing 100191, China;
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25
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Guan X, Rastogi N, Parthun MR, Freitas MA. SILAC peptide ratio calculator: a tool for SILAC quantitation of peptides and post-translational modifications. J Proteome Res 2014; 13:506-16. [PMID: 24328097 DOI: 10.1021/pr400675n] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This paper describes an algorithm to assist in relative quantitation of peptide post-translational modifications using stable isotope labeling by amino acids in cell culture (SILAC). The described algorithm first determines the normalization factor and then calculates SILAC ratios for a list of target peptide masses using precursor ion abundances. Four yeast histone mutants were used to demonstrate the effectiveness of this approach for quantitation of peptide post-translational modifications changes. The details of the algorithm's approach for normalization and peptide ratio calculation are described. The examples demonstrate the robustness of the approach as well as its utility to rapidly determine changes in peptide post-translational modifications within a protein.
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Affiliation(s)
- Xiaoyan Guan
- Department of Chemistry and Biochemistry, The Ohio State University , 100 West 18th Avenue, Columbus, Ohio 43210, United States
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26
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Venne AS, Kollipara L, Zahedi RP. The next level of complexity: Crosstalk of posttranslational modifications. Proteomics 2014; 14:513-24. [DOI: 10.1002/pmic.201300344] [Citation(s) in RCA: 197] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Revised: 11/06/2013] [Accepted: 11/21/2013] [Indexed: 12/22/2022]
Affiliation(s)
- A. Saskia Venne
- Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V; Dortmund Germany
| | | | - René P. Zahedi
- Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V; Dortmund Germany
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27
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Bilgraer R, Gillet S, Gil S, Evain-Brion D, Laprévote O. A new approach combining LC-MS and multivariate statistical analysis for revealing changes in histone modification levels. ACTA ACUST UNITED AC 2014; 10:2974-83. [DOI: 10.1039/c4mb00395k] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We have developed a new global histonomic approach for deciphering histone code disruption in human cells after xenobiotic exposure.
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Affiliation(s)
- Raphaël Bilgraer
- UMR CNRS 8638
- Faculté des Sciences Pharmaceutiques et Biologiques de Paris
- Université Paris Descartes
- Sorbonne Paris Cité
- 75006 Paris, France
| | - Sylvie Gillet
- UMR CNRS 8638
- Faculté des Sciences Pharmaceutiques et Biologiques de Paris
- Université Paris Descartes
- Sorbonne Paris Cité
- 75006 Paris, France
| | - Sophie Gil
- INSERM U1139
- Faculté des Sciences Pharmaceutiques et Biologiques de Paris
- Université Paris Descartes
- Sorbonne Paris Cité
- 75006 Paris, France
| | - Danièle Evain-Brion
- INSERM U1139
- Faculté des Sciences Pharmaceutiques et Biologiques de Paris
- Université Paris Descartes
- Sorbonne Paris Cité
- 75006 Paris, France
| | - Olivier Laprévote
- UMR CNRS 8638
- Faculté des Sciences Pharmaceutiques et Biologiques de Paris
- Université Paris Descartes
- Sorbonne Paris Cité
- 75006 Paris, France
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28
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Hoedt E, Zhang G, Neubert TA. Stable isotope labeling by amino acids in cell culture (SILAC) for quantitative proteomics. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 806:93-106. [PMID: 24952180 DOI: 10.1007/978-3-319-06068-2_5] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Stable isotope labeling by amino acids in cell culture (SILAC) is a powerful approach for high-throughput quantitative proteomics. SILAC allows highly accurate protein quantitation through metabolic encoding of whole cell proteomes using stable isotope labeled amino acids. Since its introduction in 2002, SILAC has become increasingly popular. In this chapter we review the methodology and application of SILAC, with an emphasis on three research areas: dynamics of posttranslational modifications, protein-protein interactions, and protein turnover.
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Affiliation(s)
- Esthelle Hoedt
- Kimmel Center for Biology and Medicine at the Skirball Institute and Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, 540 First Avenue, New York, NY, 10016, USA
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29
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Arnaudo AM, Garcia BA. Proteomic characterization of novel histone post-translational modifications. Epigenetics Chromatin 2013; 6:24. [PMID: 23916056 PMCID: PMC3737111 DOI: 10.1186/1756-8935-6-24] [Citation(s) in RCA: 112] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Accepted: 07/01/2013] [Indexed: 11/10/2022] Open
Abstract
Histone post-translational modifications (PTMs) have been linked to a variety of biological processes and disease states, thus making their characterization a critical field of study. In the last 5 years, a number of novel sites and types of modifications have been discovered, greatly expanding the histone code. Mass spectrometric methods are essential for finding and validating histone PTMs. Additionally, novel proteomic, genomic and chemical biology tools have been developed to probe PTM function. In this snapshot review, proteomic tools for PTM identification and characterization will be discussed and an overview of PTMs found in the last 5 years will be provided.
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Affiliation(s)
- Anna M Arnaudo
- Epigenetics Program, Department of Biochemistry and Biophysics, Perelman School of Medicine University of Pennsylvania, 1009C Stellar-Chance Laboratories, 422 Curie Boulevard, Philadelphia, PA 19104, USA.
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30
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Sites of acetylation on newly synthesized histone H4 are required for chromatin assembly and DNA damage response signaling. Mol Cell Biol 2013; 33:3286-98. [PMID: 23775118 DOI: 10.1128/mcb.00460-13] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The best-characterized acetylation of newly synthesized histone H4 is the diacetylation of the NH2-terminal tail on lysines 5 and 12. Despite its evolutionary conservation, this pattern of modification has not been shown to be essential for either viability or chromatin assembly in any model organism. We demonstrate that mutations in histone H4 lysines 5 and 12 in yeast confer hypersensitivity to replication stress and DNA-damaging agents when combined with mutations in histone H4 lysine 91, which has also been found to be a site of acetylation on soluble histone H4. In addition, these mutations confer a dramatic decrease in cell viability when combined with mutations in histone H3 lysine 56. We also show that mutation of the sites of acetylation on newly synthesized histone H4 results in defects in the reassembly of chromatin structure that accompanies the repair of HO-mediated double-strand breaks. This defect is not due to a decrease in the level of histone H3 lysine 56 acetylation. Intriguingly, mutations that alter the sites of newly synthesized histone H4 acetylation display a marked decrease in levels of phosphorylated H2A (γ-H2AX) in chromatin surrounding the double-strand break. These results indicate that the sites of acetylation on newly synthesized histones H3 and H4 can function in nonoverlapping ways that are required for chromatin assembly, viability, and DNA damage response signaling.
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