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Nacev BA, Dabas Y, Paul MR, Pacheco C, Mitchener M, Perez Y, Fang Y, Soshnev AA, Barrows D, Carroll T, Socci ND, St Jean SC, Tiwari S, Gruss MJ, Monette S, Tap WD, Garcia BA, Muir T, Allis CD. Cancer-associated Histone H3 N-terminal arginine mutations disrupt PRC2 activity and impair differentiation. Nat Commun 2024; 15:5155. [PMID: 38886411 PMCID: PMC11183192 DOI: 10.1038/s41467-024-49486-5] [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: 07/19/2023] [Accepted: 06/06/2024] [Indexed: 06/20/2024] Open
Abstract
Dysregulated epigenetic states are a hallmark of cancer and often arise from genetic alterations in epigenetic regulators. This includes missense mutations in histones, which, together with associated DNA, form nucleosome core particles. However, the oncogenic mechanisms of most histone mutations are unknown. Here, we demonstrate that cancer-associated histone mutations at arginines in the histone H3 N-terminal tail disrupt repressive chromatin domains, alter gene regulation, and dysregulate differentiation. We find that histone H3R2C and R26C mutants reduce transcriptionally repressive H3K27me3. While H3K27me3 depletion in cells expressing these mutants is exclusively observed on the minor fraction of histone tails harboring the mutations, the same mutants recurrently disrupt broad H3K27me3 domains in the chromatin context, including near developmentally regulated promoters. H3K27me3 loss leads to de-repression of differentiation pathways, with concordant effects between H3R2 and H3R26 mutants despite different proximity to the PRC2 substrate, H3K27. Functionally, H3R26C-expressing mesenchymal progenitor cells and murine embryonic stem cell-derived teratomas demonstrate impaired differentiation. Collectively, these data show that cancer-associated H3 N-terminal arginine mutations reduce PRC2 activity and disrupt chromatin-dependent developmental functions, a cancer-relevant phenotype.
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Affiliation(s)
- Benjamin A Nacev
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213, USA.
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213, USA.
- UPMC Hillman Cancer Center, Pittsburgh, PA, 15213, USA.
| | - Yakshi Dabas
- Laboratory of Chromatin Biology and Epigenetics, The Rockefeller University, New York, NY, 10065, USA
| | - Matthew R Paul
- Bioinformatics Resource Center, The Rockefeller University, New York, NY, 10065, USA
| | - Christian Pacheco
- Laboratory of Chromatin Biology and Epigenetics, The Rockefeller University, New York, NY, 10065, USA
| | - Michelle Mitchener
- Department of Chemistry, Princeton University, Princeton, NJ, 08544, USA
| | - Yekaterina Perez
- Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Yan Fang
- Laboratory of Chromatin Biology and Epigenetics, The Rockefeller University, New York, NY, 10065, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Alexey A Soshnev
- Laboratory of Chromatin Biology and Epigenetics, The Rockefeller University, New York, NY, 10065, USA
- Department of Neuroscience, Developmental and Regenerative Biology, The University of Texas at San Antonio, San Antonio, TX, 78249, USA
| | - Douglas Barrows
- Bioinformatics Resource Center, The Rockefeller University, New York, NY, 10065, USA
| | - Thomas Carroll
- Bioinformatics Resource Center, The Rockefeller University, New York, NY, 10065, USA
| | - Nicholas D Socci
- Bioinformatics Core, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Samantha C St Jean
- Laboratory of Comparative Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Sagarika Tiwari
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA, 15213, USA
| | - Michael J Gruss
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA, 15213, USA
| | - Sebastien Monette
- Laboratory of Comparative Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - William D Tap
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Benjamin A Garcia
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Tom Muir
- Department of Chemistry, Princeton University, Princeton, NJ, 08544, USA
| | - C David Allis
- Laboratory of Chromatin Biology and Epigenetics, The Rockefeller University, New York, NY, 10065, USA
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Takemori A, Kaulich PT, Konno R, Kawashima Y, Hamazaki Y, Hoshino A, Tholey A, Takemori N. GeLC-FAIMS-MS workflow for in-depth middle-down proteomics. Proteomics 2024; 24:e2200431. [PMID: 37548120 DOI: 10.1002/pmic.202200431] [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: 04/14/2023] [Revised: 06/20/2023] [Accepted: 07/20/2023] [Indexed: 08/08/2023]
Abstract
Middle-down proteomics (MDP) is an analytical approach in which protein samples are digested with proteases such as Glu-C to generate large peptides (>3 kDa) that are analyzed by mass spectrometry (MS). This method is useful for characterizing high-molecular-weight proteins that are difficult to detect by top-down proteomics (TDP), in which intact proteins are analyzed by MS. In this study, we applied GeLC-FAIMS-MS, a multidimensional separation workflow that combines gel-based prefractionation with LC-FAIMS MS, for deep MDP. Middle-down peptides generated by optimized limited Glu-C digestion conditions were first size-fractionated by polyacrylamide gel electrophoresis, followed by C4 reversed-phase liquid chromatography separation and additional ion mobility fractionation, resulting in a significant increase in peptide length detectable by MS. In addition to global analysis, the GeLC-FAIMS-MS concept can also be applied to targeted MDP, where only proteins in the desired molecular weight range are gel-fractionated and their Glu-C digestion products are analyzed, as demonstrated by targeted analysis of integrins in exosomes. In-depth MDP achieved by global and targeted GeLC-FAIMS-MS supports the exploration of proteoform information not covered by conventional TDP by increasing the number of detectable protein groups or post-translational modifications (PTMs) and improving the sequence coverage.
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Affiliation(s)
- Ayako Takemori
- Advanced Research Support Center, Institute for Promotion of Science and Technology, Ehime University, Ehime, Japan
| | - Philipp T Kaulich
- Systematic Proteome Research & Bioanalytics, Institute for Experimental Medicine, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Ryo Konno
- Department of Applied Genomics, Kazusa DNA Research Institute, Chiba, Japan
| | - Yusuke Kawashima
- Department of Applied Genomics, Kazusa DNA Research Institute, Chiba, Japan
| | - Yuto Hamazaki
- School of Life Science and Technology, Tokyo Institute of Technology, Kanagawa, Japan
- Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Ayuko Hoshino
- School of Life Science and Technology, Tokyo Institute of Technology, Kanagawa, Japan
- Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Andreas Tholey
- Systematic Proteome Research & Bioanalytics, Institute for Experimental Medicine, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Nobuaki Takemori
- Advanced Research Support Center, Institute for Promotion of Science and Technology, Ehime University, Ehime, Japan
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Wang J, Zhang X, Yan Y, Xuan R. Facile preparation of nitrogen/titanium-rich porous organic polymers for specific enrichment of N-glycopeptides and phosphopeptides. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:695-703. [PMID: 38214200 DOI: 10.1039/d3ay02011h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
The comprehensive investigation of protein phosphorylation and glycosylation aids in the discovery of novel biomarkers as well as the understanding of the pathophysiology of illness. In this work, a nitrogen/titanium-rich porous organic polymer was developed by copolymerizing carbohydrazide (CH) and 2,3-dihydroxyterephthalaldehyde (2,3-Dha) and modifying with Ti4+ (CH-Dha-Ti4+). The adequate nitrogen contributes to the enrichment of glycopeptides via HILIC, while titanium benefits from capturing phosphopeptides through IMAC. The proposed method exhibits excellent selectivity (1 : 1000, both for glycopeptides and phosphopeptides), LOD (for glycopeptides: 0.05 fmol μL-1, for phosphopeptides: 0.2 fmol), loading capacity (for glycopeptides: 100 mg g-1, for phosphopeptides: 125 mg g-1) and size-exclusion effect (1 : 10 000, both for glycopeptides and phosphopeptides). Furthermore, CH-Dha-Ti4+ was applied to capture glycopeptides and phosphopeptides from human serum; 205 glycopeptides and 45 phosphopeptides were detected in the serum of normal controls; and 294 glycopeptides and 63 phosphopeptides were found in the serum of uremia patients after being analyzed by nano LC-MS/MS. The discovered glycopeptides and phosphopeptides were involved in several molecular biological processes and activities, according to a gene ontology study.
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Affiliation(s)
- Jiayi Wang
- The First Affiliated Hospital of Ningbo University, Ningbo 315020, China.
- Health Science Center, Ningbo University, Ningbo 315211, China
| | - Xiaoya Zhang
- Health Science Center, Ningbo University, Ningbo 315211, China
| | - Yinghua Yan
- Health Science Center, Ningbo University, Ningbo 315211, China
| | - Rongrong Xuan
- The First Affiliated Hospital of Ningbo University, Ningbo 315020, China.
- Health Science Center, Ningbo University, Ningbo 315211, China
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Hisanaga T, Wu S, Schafran P, Axelsson E, Akimcheva S, Dolan L, Li F, Berger F. The ancestral chromatin landscape of land plants. THE NEW PHYTOLOGIST 2023; 240:2085-2101. [PMID: 37823324 PMCID: PMC10952607 DOI: 10.1111/nph.19311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 08/29/2023] [Indexed: 10/13/2023]
Abstract
Recent studies have shown that correlations between chromatin modifications and transcription vary among eukaryotes. This is the case for marked differences between the chromatin of the moss Physcomitrium patens and the liverwort Marchantia polymorpha. Mosses and liverworts diverged from hornworts, altogether forming the lineage of bryophytes that shared a common ancestor with land plants. We aimed to describe chromatin in hornworts to establish synapomorphies across bryophytes and approach a definition of the ancestral chromatin organization of land plants. We used genomic methods to define the 3D organization of chromatin and map the chromatin landscape of the model hornwort Anthoceros agrestis. We report that nearly half of the hornwort transposons were associated with facultative heterochromatin and euchromatin and formed the center of topologically associated domains delimited by protein coding genes. Transposons were scattered across autosomes, which contrasted with the dense compartments of constitutive heterochromatin surrounding the centromeres in flowering plants. Most of the features observed in hornworts are also present in liverworts or in mosses but are distinct from flowering plants. Hence, the ancestral genome of bryophytes was likely a patchwork of units of euchromatin interspersed within facultative and constitutive heterochromatin. We propose this genome organization was ancestral to land plants.
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Affiliation(s)
- Tetsuya Hisanaga
- Gregor Mendel InstituteAustrian Academy of Sciences, Vienna BioCenterDr. Bohr‐Gasse 3Vienna1030Austria
| | - Shuangyang Wu
- Gregor Mendel InstituteAustrian Academy of Sciences, Vienna BioCenterDr. Bohr‐Gasse 3Vienna1030Austria
| | | | - Elin Axelsson
- Gregor Mendel InstituteAustrian Academy of Sciences, Vienna BioCenterDr. Bohr‐Gasse 3Vienna1030Austria
| | - Svetlana Akimcheva
- Gregor Mendel InstituteAustrian Academy of Sciences, Vienna BioCenterDr. Bohr‐Gasse 3Vienna1030Austria
| | - Liam Dolan
- Gregor Mendel InstituteAustrian Academy of Sciences, Vienna BioCenterDr. Bohr‐Gasse 3Vienna1030Austria
| | - Fay‐Wei Li
- Boyce Thompson InstituteIthacaNY14853USA
- Plant Biology SectionCornell UniversityIthacaNY14853USA
| | - Frédéric Berger
- Gregor Mendel InstituteAustrian Academy of Sciences, Vienna BioCenterDr. Bohr‐Gasse 3Vienna1030Austria
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Jamge B, Lorković ZJ, Axelsson E, Osakabe A, Shukla V, Yelagandula R, Akimcheva S, Kuehn AL, Berger F. Histone variants shape chromatin states in Arabidopsis. eLife 2023; 12:RP87714. [PMID: 37467143 PMCID: PMC10393023 DOI: 10.7554/elife.87714] [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] [Indexed: 07/21/2023] Open
Abstract
How different intrinsic sequence variations and regulatory modifications of histones combine in nucleosomes remain unclear. To test the importance of histone variants in the organization of chromatin we investigated how histone variants and histone modifications assemble in the Arabidopsis thaliana genome. We showed that a limited number of chromatin states divide euchromatin and heterochromatin into several subdomains. We found that histone variants are as significant as histone modifications in determining the composition of chromatin states. Particularly strong associations were observed between H2A variants and specific combinations of histone modifications. To study the role of H2A variants in organizing chromatin states we determined the role of the chromatin remodeler DECREASED IN DNA METHYLATION (DDM1) in the organization of chromatin states. We showed that the loss of DDM1 prevented the exchange of the histone variant H2A.Z to H2A.W in constitutive heterochromatin, resulting in significant effects on the definition and distribution of chromatin states in and outside of constitutive heterochromatin. We thus propose that dynamic exchanges of histone variants control the organization of histone modifications into chromatin states, acting as molecular landmarks.
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Affiliation(s)
- Bhagyshree Jamge
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
- Vienna BioCenterViennaAustria
| | - Zdravko J Lorković
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
| | - Elin Axelsson
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
| | - Akihisa Osakabe
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Hongo, Bunkyo-kuTokyoJapan
- PRESTO, Japan Science and Technology Agency, HonchoKawaguchiJapan
| | - Vikas Shukla
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
- Vienna BioCenterViennaAustria
| | - Ramesh Yelagandula
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
- Institute of Molecular Biotechnology, IMBA, Dr. Bohr-Gasse 3ViennaAustria
| | - Svetlana Akimcheva
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
| | - Annika Luisa Kuehn
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
| | - Frédéric Berger
- Gregor Mendel Institute, Austrian Academy of Sciences, Vienna BioCenterViennaAustria
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6
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Kohestani H, Wereszczynski J. The effects of RNA.DNA-DNA triple helices on nucleosome structures and dynamics. Biophys J 2023; 122:1229-1239. [PMID: 36798026 PMCID: PMC10111275 DOI: 10.1016/j.bpj.2023.02.013] [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] [Received: 07/02/2022] [Revised: 01/22/2023] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
Noncoding RNAs (ncRNAs) are an emerging epigenetic factor and have been recognized as playing a key role in many gene expression pathways. Structurally, binding of ncRNAs to isolated DNA is strongly dependent on sequence complementary and results in the formation of an RNA.DNA-DNA (RDD) triple helix. However, in vivo DNA is not isolated but is rather packed in chromatin fibers, the fundamental unit of which is the nucleosome. Biochemical experiments have shown that ncRNA binding to nucleosomal DNA is elevated at DNA entry and exit sites and is dependent on the presence of the H3 N-terminal tails. However, the structural and dynamical bases for these mechanisms remain unknown. Here, we have examined the mechanisms and effects of RDD formation in the context of the nucleosome using a series of all-atom molecular dynamics simulations. Results highlight the importance of DNA sequence on complex stability, elucidate the effects of the H3 tails on RDD structures, show how RDD formation impacts the structure and dynamics of the H3 tails, and show how RNA alters the local and global DNA double-helical structure. Together, our results suggest ncRNAs can modify nucleosome, and potentially higher-order chromatin, structures and dynamics as a means of exerting epigenetic control.
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Affiliation(s)
- Havva Kohestani
- Department of Biology, Illinois Institute of Technology, Chicago, Illinois
| | - Jeff Wereszczynski
- Departments of Physics & Biology, Illinois Institute of Technology, Chicago, Illinois.
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7
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Zhu F, Deng L, Dai Y, Zhang G, Meng F, Luo C, Hu G, Liang Z. PPICT: an integrated deep neural network for predicting inter-protein PTM cross-talk. Brief Bioinform 2023; 24:7035113. [PMID: 36781207 DOI: 10.1093/bib/bbad052] [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: 10/12/2022] [Revised: 01/11/2023] [Accepted: 01/26/2023] [Indexed: 02/15/2023] Open
Abstract
Post-translational modifications (PTMs) fine-tune various signaling pathways not only by the modification of a single residue, but also by the interplay of different modifications on residue pairs within or between proteins, defined as PTM cross-talk. As a challenging question, less attention has been given to PTM dynamics underlying cross-talk residue pairs and structural information underlying protein-protein interaction (PPI) graph, limiting the progress in this PTM functional research. Here we propose a novel integrated deep neural network PPICT (Predictor for PTM Inter-protein Cross-Talk), which predicts PTM cross-talk by combining protein sequence-structure-dynamics information and structural information for PPI graph. We find that cross-talk events preferentially occur among residues with high co-evolution and high potential in allosteric regulation. To make full use of the complex associations between protein evolutionary and biophysical features, and protein pair features, a heterogeneous feature combination net is introduced in the final prediction of PPICT. The comprehensive test results show that the proposed PPICT method significantly improves the prediction performance with an AUC value of 0.869, outperforming the existing state-of-the-art methods. Additionally, the PPICT method can capture the potential PTM cross-talks involved in the functional regulatory PTMs on modifying enzymes and their catalyzed PTM substrates. Therefore, PPICT represents an effective tool for identifying PTM cross-talk between proteins at the proteome level and highlights the hints for cross-talk between different signal pathways introduced by PTMs.
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Affiliation(s)
- Fei Zhu
- School of Computer Science and Technology, Soochow University, 215006, Suzhou, China
- Center for Systems Biology, Department of Bioinformatics, School of Biology and Basic Medical Sciences, Soochow University, 215123, Suzhou, China
| | - Lei Deng
- School of Computer Science and Technology, Soochow University, 215006, Suzhou, China
| | - Yuhao Dai
- School of Computer Science and Technology, Soochow University, 215006, Suzhou, China
| | - Guangyu Zhang
- School of Computer Science and Technology, Soochow University, 215006, Suzhou, China
| | - Fanwang Meng
- Department of Chemistry and Chemical Biology, McMaster University, L8S 4L8, Ontario, Canada
| | - Cheng Luo
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 201203, Shanghai, China
| | - Guang Hu
- Center for Systems Biology, Department of Bioinformatics, School of Biology and Basic Medical Sciences, Soochow University, 215123, Suzhou, China
| | - Zhongjie Liang
- Center for Systems Biology, Department of Bioinformatics, School of Biology and Basic Medical Sciences, Soochow University, 215123, Suzhou, China
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 201203, Shanghai, China
- Key Laboratory of Systems Biomedicine (Ministry of Education), Center for Systems Biomedicine, Shanghai Jiao Tong University, 200240, Shanghai, China
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8
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Zhou X, Zhang H, Wang L, Lv L, Wu R. Simultaneous enrichment optimization of glycopeptides and phosphopeptides with the highly hydrophilic DZMOF-FDP. Analyst 2023; 148:1483-1491. [PMID: 36876469 DOI: 10.1039/d2an02004a] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
Protein glycosylation and phosphorylation play essential roles in biological systems. The crosstalk of both glycosylation and phosphorylation on one protein represents an unveiled biological function. To realize the analyses of both glycopeptides and phosphopeptides, a simultaneous enrichment method of N-glycopeptides, mono-phosphopeptides and multi-phosphopeptides was developed based on a multi-functional dual-metal centered zirconium metal-organic framework that provided multiple interactions for HILIC, IMAC, and MOAC for glycopeptides and phosphopeptides. Based on a careful optimization of sample loading and elution conditions for the simultaneous enrichment of glycopeptides and phosphopeptides with the zirconium metal-organic framework, a total of 1011 N-glycopeptides derived from 410 glycoproteins and 1996 phosphopeptides including 741 multi-phosphopeptides derived from 1189 phosphoproteins could be identified from a HeLa cell digest. The simultaneous enrichment approach for glycopeptides and mono-/multi-phosphopeptides demonstrates the great potential of the combined interactions for HILIC, IMAC, and MOAC in integrated post-translational modification proteomics research.
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Affiliation(s)
- Xiaoyu Zhou
- Laboratory of High-Resolution Mass Spectrometry Technologies, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China. .,CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China.,University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hongyan Zhang
- Laboratory of High-Resolution Mass Spectrometry Technologies, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China. .,CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
| | - Li Wang
- Laboratory of High-Resolution Mass Spectrometry Technologies, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China. .,CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
| | - Liting Lv
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
| | - Ren'an Wu
- Laboratory of High-Resolution Mass Spectrometry Technologies, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China. .,CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
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Shrestha S, Lucky AB, Brashear AM, Li X, Cui L, Miao J. Distinct Histone Post-translational Modifications during Plasmodium falciparum Gametocyte Development. J Proteome Res 2022; 21:1857-1867. [PMID: 35772009 PMCID: PMC9738646 DOI: 10.1021/acs.jproteome.2c00108] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Histones are the building units of nucleosomes, which constitute chromatin. Histone post-translational modifications (PTMs) play an essential role in epigenetic gene regulation. The Plasmodium falciparum genome encodes canonical and variant histones and a collection of conserved enzymes for histone PTMs and chromatin remodeling. Herein, we profiled the P. falciparum histone PTMs during the development of gametocytes, the obligatory stage for parasite transmission. Mass spectrometric analysis of histones extracted from the early, middle, and late stages of gametocytes identified 457 unique histone peptides with 90 PTMs, of which 50% were novel. The gametocyte histone PTMs display distinct patterns from asexual stages, with many new methylation sites in histones H3 and H3.3 (e.g., K14, K18, and K37). Quantitative analyses revealed a high abundance of acetylation in H3 and H4, mono-methylation of H3/H3.3 K37, and ubiquitination of H3BK112, suggesting that these PTMs play critical roles in gametocytes. Gametocyte histones also showed extensive and unique combinations of PTMs. These data indicate that the parasite harbors distinct transcription regulation mechanisms during gametocyte development and lay the foundation for further characterization of epigenetic regulation in the life cycle of the malaria parasite.
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Affiliation(s)
- Sony Shrestha
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
| | - Amuza Byaruhanga Lucky
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
| | - Awtum Marie Brashear
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
| | - Xiaolian Li
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
| | - Liwang Cui
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States; Center for Global Health and Infectious Diseases Research, College of Public Health, University of South Florida, Tampa, Florida 33612, United States
| | - Jun Miao
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States; Center for Global Health and Infectious Diseases Research, College of Public Health, University of South Florida, Tampa, Florida 33612, United States
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10
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A sequence-based global map of regulatory activity for deciphering human genetics. Nat Genet 2022; 54:940-949. [PMID: 35817977 PMCID: PMC9279145 DOI: 10.1038/s41588-022-01102-2] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 05/13/2022] [Indexed: 12/14/2022]
Abstract
Epigenomic profiling has enabled large-scale identification of regulatory elements, yet we still lack a systematic mapping from any sequence or variant to regulatory activities. We address this challenge with Sei, a framework for integrating human genetics data with sequence information to discover the regulatory basis of traits and diseases. Sei learns a vocabulary of regulatory activities, called sequence classes, using a deep learning model that predicts 21,907 chromatin profiles across >1,300 cell lines and tissues. Sequence classes provide a global classification and quantification of sequence and variant effects based on diverse regulatory activities, such as cell type-specific enhancer functions. These predictions are supported by tissue-specific expression, expression quantitative trait loci and evolutionary constraint data. Furthermore, sequence classes enable characterization of the tissue-specific, regulatory architecture of complex traits and generate mechanistic hypotheses for individual regulatory pathogenic mutations. We provide Sei as a resource to elucidate the regulatory basis of human health and disease. Sei is a new framework for integrating human genetics data with a sequence-based mapping of predicted regulatory activities to elucidate mechanisms contributing to complex traits and diseases.
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11
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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: 0.5] [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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12
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He Z, Wang Z, Nie X, Qu M, Zhao H, Ji X, Wang Y. UNFERTILIZED EMBRYO SAC 12 phosphorylation plays a crucial role in conferring salt tolerance. PLANT PHYSIOLOGY 2022; 188:1385-1401. [PMID: 34904673 PMCID: PMC8825338 DOI: 10.1093/plphys/kiab549] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 10/28/2021] [Indexed: 06/14/2023]
Abstract
Arabidopsis (Arabidopsis thaliana) UNFERTILIZED EMBRYO SAC 12 (AtUNE12) belongs to the basic helix-loop-helix DNA-binding superfamily of proteins. However, its function is not well known. Here, we found that AtUNE12 plays an important role in mediating salt tolerance. AtUNE12 is a transcriptional activator located in the nucleus whose expression is induced by NaCl, mannitol, and abscisic acid. In addition to binding to the G-box "CACGTG", AtUNE12 also binds to the low temperature responsive element 15 (LTRE15) "CCGAC". Furthermore, the serine residue at position 108 of AtUNE12 is phosphorylated during the salt stress response, enabling AtUNE12 to trigger gene expression by binding to G-box and/or LTRE15 motifs. Phosphorylated AtUNE12 regulates the expression of the genes involved in ion transport leading to reduced Na+ accumulation and K+ loss. At the same time, phosphorylation of AtUNE12 also induces the expression of AtMYB61 to decrease stomatal aperture, leading to a reduced transpiration rate. Overall, AtUNE12 serves as a transcriptional activator that is induced and phosphorylated upon salt stress, and the induction and phosphorylation of AtUNE12 in turn activate the salt-overly-sensitive pathway and decrease the stomatal aperture, enabling improved salt tolerance.
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Affiliation(s)
- Zihang He
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Zhibo Wang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Xianguang Nie
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Ming Qu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Huimin Zhao
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
| | - Xiaoyu Ji
- College of Forestry, Shenyang Agricultural University, Shenyang 110866, China
| | - Yucheng Wang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China
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13
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Simultaneous analysis of cellular glycoproteome and phosphoproteome in cervical carcinoma by one-pot specific enrichment. Anal Chim Acta 2022; 1195:338693. [DOI: 10.1016/j.aca.2021.338693] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/18/2021] [Accepted: 05/22/2021] [Indexed: 01/04/2023]
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14
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Du Y, Qian C. Non‐canonical bivalent H3K4me3K9me3 recognition by Spindlin1/C11orf84 complex. Bioessays 2022; 44:e2100229. [DOI: 10.1002/bies.202100229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Revised: 01/14/2022] [Accepted: 01/17/2022] [Indexed: 11/10/2022]
Affiliation(s)
- Yongming Du
- School of Biomedical Sciences The University of Hong Kong Pok Fu Lam Hong Kong
| | - Chengmin Qian
- School of Biomedical Sciences The University of Hong Kong Pok Fu Lam Hong Kong
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15
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von Grüning H, Coradin M, Mendoza MR, Reader J, Sidoli S, Garcia BA, Birkholtz LM. A dynamic and combinatorial histone code drives malaria parasite asexual and sexual development. Mol Cell Proteomics 2022; 21:100199. [PMID: 35051657 PMCID: PMC8941266 DOI: 10.1016/j.mcpro.2022.100199] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 01/12/2022] [Accepted: 01/14/2022] [Indexed: 02/07/2023] Open
Abstract
Histone posttranslational modifications (PTMs) frequently co-occur on the same chromatin domains or even in the same molecule. It is now established that these “histone codes” are the result of cross talk between enzymes that catalyze multiple PTMs with univocal readout as compared with these PTMs in isolation. Here, we performed a comprehensive identification and quantification of histone codes of the malaria parasite, Plasmodium falciparum. We used advanced quantitative middle-down proteomics to identify combinations of PTMs in both the proliferative, asexual stages and transmissible, sexual gametocyte stages of P. falciparum. We provide an updated, high-resolution compendium of 77 PTMs on H3 and H3.3, of which 34 are newly identified in P. falciparum. Coexisting PTMs with unique stage distinctions were identified, indicating that many of these combinatorial PTMs are associated with specific stages of the parasite life cycle. We focused on the code H3R17me2K18acK23ac for its unique presence in mature gametocytes; chromatin proteomics identified a gametocyte-specific SAGA-like effector complex including the transcription factor AP2-G2, which we tied to this specific histone code, as involved in regulating gene expression in mature gametocytes. Ultimately, this study unveils previously undiscovered histone PTMs and their functional relationship with coexisting partners. These results highlight that investigating chromatin regulation in the parasite using single histone PTM assays might overlook higher-order gene regulation for distinct proliferation and differentiation processes. First middle-down chromatin proteomics compendium of the malaria parasite, Plasmodium falciparum. Novel histone PTMs (including arginine methylation) in both asexual parasites and transmissible gametocytes. Histone PTM cross talk is dynamic life cycle stage stratified. Gametocytes rely on histone PTM connectivity to allow onward transmission. AP2-G2 is an important effector of H3K18acK23ac in mature gametocytes.
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Affiliation(s)
- Hilde von Grüning
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Private bag X20, Hatfield, Pretoria, South Africa; Institute for Sustainable Malaria Control, University of Pretoria, Private bag X20, Hatfield, Pretoria, South Africa
| | - Mariel Coradin
- Epigenetics Institute, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mariel R Mendoza
- Epigenetics Institute, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Janette Reader
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Private bag X20, Hatfield, Pretoria, South Africa
| | - Simone Sidoli
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Benjamin A Garcia
- Epigenetics Institute, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Lyn-Marie Birkholtz
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Private bag X20, Hatfield, Pretoria, South Africa; Institute for Sustainable Malaria Control, University of Pretoria, Private bag X20, Hatfield, Pretoria, South Africa.
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16
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Grimaud A, Haugaard Holck F, Buur LM, Kirsch R, Schwämmle V. Exploration of Protein Posttranslational Modification Landscape and Cross Talk with CrossTalkMapper. Methods Mol Biol 2022; 2499:261-273. [PMID: 35696085 DOI: 10.1007/978-1-0716-2317-6_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Post-translational modifications (PTMs) of proteins play crucial roles in defining protein function. They often do not occur alone, leading to a large variety of proteoforms that correspond to different combinations of multiple PTMs simultaneously decorating a protein. Changes of these proteoforms can be quantified via middle-down and top-down mass spectrometry experiments where the simultaneous PTM settings are obtained by measuring long peptides or entire proteins. Data from such experiments poses big challenges in identifying relevant features of biological and clinical importance. Generally, multiple data layers need to be considered such as proteoforms, individual PTMs, and PTM types. Therein, visualization methods are a crucial part of data analysis as they provide, if applied correctly, insights into both general behaviors as well as a deep view into fine-grained behavior. Here, we present a workflow to visualize histone proteins and their myriad of PTMs based on different R visualization modules applied to data from quantitative middle-down experiments. The procedure can be adapted to diverse experimental designs and is applicable to different proteins and PTMs.
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Affiliation(s)
- Arthur Grimaud
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M, Denmark
| | - Frederik Haugaard Holck
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M, Denmark
| | - Louise Marie Buur
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M, Denmark
| | - Rebecca Kirsch
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen N, Denmark
| | - Veit Schwämmle
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense M, Denmark.
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17
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Li W, Li F, Zhang X, Lin HK, Xu C. Insights into the post-translational modification and its emerging role in shaping the tumor microenvironment. Signal Transduct Target Ther 2021; 6:422. [PMID: 34924561 PMCID: PMC8685280 DOI: 10.1038/s41392-021-00825-8] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/02/2021] [Accepted: 11/05/2021] [Indexed: 12/11/2022] Open
Abstract
More and more in-depth studies have revealed that the occurrence and development of tumors depend on gene mutation and tumor heterogeneity. The most important manifestation of tumor heterogeneity is the dynamic change of tumor microenvironment (TME) heterogeneity. This depends not only on the tumor cells themselves in the microenvironment where the infiltrating immune cells and matrix together forming an antitumor and/or pro-tumor network. TME has resulted in novel therapeutic interventions as a place beyond tumor beds. The malignant cancer cells, tumor infiltrate immune cells, angiogenic vascular cells, lymphatic endothelial cells, cancer-associated fibroblastic cells, and the released factors including intracellular metabolites, hormonal signals and inflammatory mediators all contribute actively to cancer progression. Protein post-translational modification (PTM) is often regarded as a degradative mechanism in protein destruction or turnover to maintain physiological homeostasis. Advances in quantitative transcriptomics, proteomics, and nuclease-based gene editing are now paving the global ways for exploring PTMs. In this review, we focus on recent developments in the PTM area and speculate on their importance as a critical functional readout for the regulation of TME. A wealth of information has been emerging to prove useful in the search for conventional therapies and the development of global therapeutic strategies.
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Affiliation(s)
- Wen Li
- grid.54549.390000 0004 0369 4060Integrative Cancer Center & Cancer Clinical Research Center, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, 610042 Chengdu, P. R. China
| | - Feifei Li
- grid.54549.390000 0004 0369 4060Integrative Cancer Center & Cancer Clinical Research Center, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, 610042 Chengdu, P. R. China ,grid.256607.00000 0004 1798 2653Guangxi Collaborative Innovation Center for Biomedicine (Guangxi-ASEAN Collaborative Innovation Center for Major Disease Prevention and Treatment), Guangxi Medical University, 530021 Nanning, Guangxi China
| | - Xia Zhang
- grid.410570.70000 0004 1760 6682Institute of Pathology and Southwest Cancer Center, Southwest Hospital, Third Military Medical University (Army Medical University), 400038 Chongqing, China
| | - Hui-Kuan Lin
- grid.241167.70000 0001 2185 3318Department of Cancer Biology, Wake Forest Baptist Medical Center, Wake Forest University, Winston Salem, NC 27101 USA
| | - Chuan Xu
- Integrative Cancer Center & Cancer Clinical Research Center, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, 610042, Chengdu, P. R. China. .,Department of Cancer Biology, Wake Forest Baptist Medical Center, Wake Forest University, Winston Salem, NC, 27101, USA.
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18
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Matsui H, Iriyama T, Sayama S, Inaoka N, Suzuki K, Yoshikawa M, Ichinose M, Sone K, Kumasawa K, Nagamatsu T, Fujisawa T, Naguro I, Ichijo H, Fujii T, Osuga Y. Elevated placental histone H3K4 methylation via upregulated histone methyltransferases SETD1A and SMYD3 in preeclampsia and its possible involvement in hypoxia-induced pathophysiological process. Placenta 2021; 115:60-69. [PMID: 34560329 DOI: 10.1016/j.placenta.2021.09.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 08/19/2021] [Accepted: 09/07/2021] [Indexed: 01/13/2023]
Abstract
INTRODUCTION Disturbance in placental epigenetic regulation contributes to the pathogenesis of preeclampsia (PE). Although aberrant placental DNA methylation status in PE has been thoroughly studied, the role of histone modifications, including histone methylation, in PE remains unclear. Moreover, no study has ever reported the association between PE and placental histone methylation status by focusing on histone methyltransferases. The present study aimed to investigate the possible involvement of placental epigenetic regulation by histone methylation via histone methyltransferases in the pathophysiology of PE. METHODS Placental mRNA expression of histone methyltransferases was examined using quantitative RT-PCR. Protein expression of histone methyltransferases and histone methylation status in placentas and trophoblast cell lines were assessed by immunoblotting and immunohistochemistry. RESULTS Expression profile of histone methyltransferases in the placentas using quantitative RT-PCR revealed that the mRNA expression levels of histone 3 lysine 4 (H3K4) methyltransferases, SETD1A and SMYD3, were significantly increased in placentas from PE patients. Immunoblotting and immunohistochemistry revealed that not only protein expression levels of SETD1A and SMYD3, but also H3K4 methylation status was increased in the trophoblasts from PE placentas. In vitro studies using HTR-8/SV-neo and BeWo cells showed that hypoxia induced the expression levels of SETD1A and SMYD3, and subsequently enhanced H3K4 methylation. Furthermore, the overexpression of SETD1A and SMYD3 in HTR-8/SV-neo cells enhanced H3K4 methylation in response to hypoxia. DISCUSSION Our study results suggest that placental epigenetic alteration by enhanced histone H3K4 methylation through upregulated SETD1A and SMYD3 might play a role in the pathophysiological process of PE associated with hypoxia.
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Affiliation(s)
- Haruka Matsui
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Takayuki Iriyama
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
| | - Seisuke Sayama
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Naoko Inaoka
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kensuke Suzuki
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Midori Yoshikawa
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Mari Ichinose
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kenbun Sone
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Keiichi Kumasawa
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Takeshi Nagamatsu
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Takao Fujisawa
- Laboratory of Cell Signaling, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Isao Naguro
- Laboratory of Cell Signaling, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Hidenori Ichijo
- Laboratory of Cell Signaling, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Tomoyuki Fujii
- Department of Obstetrics and Gynecology, Sanno Hospital, 8-10-16 Akasaka, Minato-ku, Tokyo, 107-0052, Japan
| | - Yutaka Osuga
- Department of Obstetrics and Gynecology, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
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19
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Luo B, Yan S, Zhang Y, Zhou J, Lan F, Wu Y. Bifunctional magnetic covalent organic framework for simultaneous enrichment of phosphopeptides and glycopeptides. Anal Chim Acta 2021; 1177:338761. [PMID: 34482887 DOI: 10.1016/j.aca.2021.338761] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/28/2021] [Accepted: 06/14/2021] [Indexed: 02/06/2023]
Abstract
Protein phosphorylation and glycosylation, which are closely related to various diseases, have been extensively studied recently. Mass spectrometry (MS) based phosphoproteomics and glycoproteomics analysis rely heavily on the pre-treatment. Due to the differences in enrichment conditions, there are still huge challenges in designing and preparing a single affinity material to achieve efficient simultaneous capture and elution of phosphopeptides and glycopeptides. Herein, a novel magnetic covalent organic framework, which was modified with functional molecule 4-(3-(2-(methacryloyloxy)ethyl)-ureido)benzoic acid (MUBA), was designed as a bifunctional enrichment platform for glycopeptides and phosphopeptides. Thanks to the multiple hydrogen bonding interactions between MUBA and hydrogen phosphates, the material possessed excellent enrichment performance for phosphopeptides. In addition, the hydrophilicity of the COF structure and modified molecules endowed this material recognition capability towards glycopeptides based on hydrophilic interaction chromatography. Combining with the inherent properties of COF structure, the established platform achieved simultaneous enrichment of phosphopeptides and glycopeptides with excellent selectivity (1:1:1000 M ratio of α-casein/IgG/BSA), high sensitivity (0.05 fmol/μL α-casein; 0.05 fmol/μL IgG), and good size-exclusion effect (α-casein digests/IgG digests/BSA, 1:1:500). More excitingly, the method was used for the identification of glycopeptides and phosphopeptides from rat liver tissue and the exosomes extracted from liver cancer patients' plasma, proving its specific phosphoproteomics and glycoproteomics study in complex biosamples.
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Affiliation(s)
- Bin Luo
- National Engineering Research Center for Biomaterials, Sichuan University, Chengdu, 610064, PR China
| | - Shuang Yan
- National Engineering Research Center for Biomaterials, Sichuan University, Chengdu, 610064, PR China
| | - Yujia Zhang
- National Engineering Research Center for Biomaterials, Sichuan University, Chengdu, 610064, PR China
| | - Juan Zhou
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, PR China
| | - Fang Lan
- National Engineering Research Center for Biomaterials, Sichuan University, Chengdu, 610064, PR China.
| | - Yao Wu
- National Engineering Research Center for Biomaterials, Sichuan University, Chengdu, 610064, PR China.
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20
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Decoding post translational modification crosstalk with proteomics. Mol Cell Proteomics 2021; 20:100129. [PMID: 34339852 PMCID: PMC8430371 DOI: 10.1016/j.mcpro.2021.100129] [Citation(s) in RCA: 91] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/06/2021] [Accepted: 07/27/2021] [Indexed: 12/12/2022] Open
Abstract
Post-translational modification (PTM) of proteins allows cells to regulate protein functions, transduce signals and respond to perturbations. PTMs expand protein functionality and diversity, which leads to increased proteome complexity. PTM crosstalk describes the combinatorial action of multiple PTMs on the same or on different proteins for higher order regulation. Here we review how recent advances in proteomic technologies, mass spectrometry instrumentation, and bioinformatics spurred the proteome-wide identification of PTM crosstalk through measurements of PTM sites. We provide an overview of the basic modes of PTM crosstalk, the proteomic methods to elucidate PTM crosstalk, and approaches that can inform about the functional consequences of PTM crosstalk. Description of basic modules and different modes of PTM crosstalk. Overview of current proteomic methods to identify and infer PTM crosstalk. Discussion of large-scale approaches to characterize functional PTM crosstalk. Future directions and potential proteomic methods for elucidating PTM crosstalk.
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21
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Gao S, Zhao X, Hou L, Ma R, Zhou J, Zhu MX, Pan SJ, Li Y. The interplay between SUMOylation and phosphorylation of PKCδ facilitates oxidative stress-induced apoptosis. FEBS J 2021; 288:6447-6464. [PMID: 34089566 DOI: 10.1111/febs.16050] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/30/2021] [Accepted: 06/03/2021] [Indexed: 12/01/2022]
Abstract
Although the increase in the number of identified posttranslational modifications (PTMs) has substantially improved our knowledge about substrate site specificity of single PTMs, the fact that different types of PTMs can crosstalk and act in concert to exert important regulatory mechanisms for protein function has not gained much attention. Here, we show that protein kinase Cδ (PKCδ) is SUMOylated at lysine 473 in its C-terminal catalytic domain, and the SUMOylation increases PKCδ stability by repressing its ubiquitination. In addition, we uncover a functional interplay between the phosphorylation and SUMOylation of PKCδ, which can strengthen each other through recruiting SUMO E2/E3 ligases and the PKCδ kinase, respectively, to the PKCδ complexes. We identified PIAS2β as the SUMO E3 ligase of PKCδ. More importantly, by enhancing PKCδ protein stability and its phosphorylation through an interdependent interplay of the PTMs, the SUMOylation of PKCδ promotes apoptotic cell death induced by H2 O2 . We conclude that SUMOylation represents an important regulatory mechanism of PKCδ PTMs for the kinase's function in oxidative cell damage.
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Affiliation(s)
- Siman Gao
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
| | - Xiangteng Zhao
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
| | - Lin Hou
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
| | - Ruining Ma
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
| | - Jie Zhou
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
| | - Michael X Zhu
- Department of Integrative Biology and Pharmacology, McGovern Medical School, The University of Texas Health Science Center at Houston, TX, USA
| | - Si-Jian Pan
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Yong Li
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
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22
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Zappacosta F, Wagner CD, Della Pietra A, Gerhart SV, Keenan K, Korenchuck S, Quinn CJ, Barbash O, McCabe MT, Annan RS. A Chemical Acetylation-Based Mass Spectrometry Platform for Histone Methylation Profiling. Mol Cell Proteomics 2021; 20:100067. [PMID: 33775892 PMCID: PMC8138768 DOI: 10.1016/j.mcpro.2021.100067] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 02/11/2021] [Accepted: 02/18/2021] [Indexed: 12/18/2022] Open
Abstract
Histones are highly posttranslationally modified proteins that regulate gene expression by modulating chromatin structure and function. Acetylation and methylation are the most abundant histone modifications, with methylation occurring on lysine (mono-, di-, and trimethylation) and arginine (mono- and dimethylation) predominately on histones H3 and H4. In addition, arginine dimethylation can occur either symmetrically (SDMA) or asymmetrically (ADMA) conferring different biological functions. Despite the importance of histone methylation on gene regulation, characterization and quantitation of this modification have proven to be quite challenging. Great advances have been made in the analysis of histone modification using both bottom-up and top-down mass spectrometry (MS). However, MS-based analysis of histone posttranslational modifications (PTMs) is still problematic, due both to the basic nature of the histone N-terminal tails and to the combinatorial complexity of the histone PTMs. In this report, we describe a simplified MS-based platform for histone methylation analysis. The strategy uses chemical acetylation with d0-acetic anhydride to collapse all the differently acetylated histone forms into one form, greatly reducing the complexity of the peptide mixture and improving sensitivity for the detection of methylation via summation of all the differently acetylated forms. We have used this strategy for the robust identification and relative quantitation of H4R3 methylation, for which stoichiometry and symmetry status were determined, providing an antibody-independent evidence that H4R3 is a substrate for both Type I and Type II PRMTs. Additionally, this approach permitted the robust detection of H4K5 monomethylation, a very low stoichiometry methylation event (0.02% methylation). In an independent example, we developed an in vitro assay to profile H3K27 methylation and applied it to an EZH2 mutant xenograft model following small-molecule inhibition of the EZH2 methyltransferase. These specific examples highlight the utility of this simplified MS-based approach to quantify histone methylation profiles. Simplification of histone complexity for analysis of lysine and arginine methylation. Improved sensitivity for the analysis of dimethylarginine symmetry. Accurate ratio of symmetric and asymmetric H4R3 dimethylarginine in cancer cells. Catalog of accessible histone methyl marks to facilitate assay development.
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Affiliation(s)
- Francesca Zappacosta
- Discovery Analytical, Medicinal Science and Technology, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Craig D Wagner
- Discovery Analytical, Medicinal Science and Technology, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | - Sarah V Gerhart
- Oncology R&D, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Kathryn Keenan
- Oncology R&D, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | - Chad J Quinn
- Discovery Analytical, Medicinal Science and Technology, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | - Olena Barbash
- Oncology R&D, GlaxoSmithKline, Collegeville, Pennsylvania, USA
| | | | - Roland S Annan
- Discovery Analytical, Medicinal Science and Technology, GlaxoSmithKline, Collegeville, Pennsylvania, USA.
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23
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Zheng HT, Zhuang ZX, Chen CJ, Liao HY, Chen HL, Hsueh HC, Chen CF, Chen SE, Huang SY. Effects of acute heat stress on protein expression and histone modification in the adrenal gland of male layer-type country chickens. Sci Rep 2021; 11:6499. [PMID: 33753796 PMCID: PMC7985386 DOI: 10.1038/s41598-021-85868-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 03/08/2021] [Indexed: 01/31/2023] Open
Abstract
The adrenal gland responds to heat stress by epinephrine and glucocorticoid release to alleviate the adverse effects. This study investigated the effect of acute heat stress on the protein profile and histone modification in the adrenal gland of layer-type country chickens. A total of 192 roosters were subject to acute heat stress and thereafter classified into a resistant or susceptible group according to body temperature change. The iTRAQ analysis identified 80 differentially expressed proteins, in which the resistant group had a higher level of somatostatin and hydroxy-δ-5-steroid dehydrogenase but a lower parathymosin expression in accordance with the change of serum glucocorticoid levels. Histone modification analysis identified 115 histone markers. The susceptible group had a higher level of tri-methylation of histone H3 lysine 27 (H3K27me3) and showed a positive crosstalk with K36me and K37me in the H3 tails. The differential changes of body temperature projected in physiological regulation at the hypothalamus-pituitary-adrenal axis suggest the genetic heterogeneity in basic metabolic rate and efficiency for heat dissipation to acclimate to thermal stress and maintain body temperature homeostasis. The alteration of adrenal H3K27me3 level was associated with the endocrine function of adrenal gland and may contribute to the thermotolerance of chickens.
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Affiliation(s)
- Hao-Teng Zheng
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
| | - Zi-Xuan Zhuang
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
| | - Chao-Jung Chen
- grid.411508.90000 0004 0572 9415Proteomics Core Laboratory, Department of Medical Research, China Medical University Hospital, 2 Yude Road, Taichung, 40447 Taiwan ,grid.254145.30000 0001 0083 6092Graduate Institute of Integrated Medicine, China Medical University, 91 Hsueh–Shih Road, Taichung, 40402 Taiwan
| | - Hsin-Yi Liao
- grid.411508.90000 0004 0572 9415Proteomics Core Laboratory, Department of Medical Research, China Medical University Hospital, 2 Yude Road, Taichung, 40447 Taiwan
| | - Hung-Lin Chen
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
| | - Huang-Chun Hsueh
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
| | - Chih-Feng Chen
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan ,grid.260542.70000 0004 0532 3749The iEGG and Animal Biotechnology Center, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
| | - Shuen-Ei Chen
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan ,grid.260542.70000 0004 0532 3749The iEGG and Animal Biotechnology Center, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan ,grid.260542.70000 0004 0532 3749Innovation and Development Center of Sustainable Agriculture (IDCSA), National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan ,grid.260542.70000 0004 0532 3749Research Center for Sustainable Energy and Nanotechnology, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
| | - San-Yuan Huang
- grid.260542.70000 0004 0532 3749Department of Animal Science, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan ,grid.260542.70000 0004 0532 3749The iEGG and Animal Biotechnology Center, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan ,grid.260542.70000 0004 0532 3749Research Center for Sustainable Energy and Nanotechnology, National Chung Hsing University, 145 Xingda Road, Taichung, 40227 Taiwan
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24
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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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25
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Combinations of histone post-translational modifications. Biochem J 2021; 478:511-532. [DOI: 10.1042/bcj20200170] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 01/13/2021] [Accepted: 01/18/2021] [Indexed: 12/20/2022]
Abstract
Histones are essential proteins that package the eukaryotic genome into its physiological state of nucleosomes, chromatin, and chromosomes. Post-translational modifications (PTMs) of histones are crucial to both the dynamic and persistent regulation of the genome. Histone PTMs store and convey complex signals about the state of the genome. This is often achieved by multiple variable PTM sites, occupied or unoccupied, on the same histone molecule or nucleosome functioning in concert. These mechanisms are supported by the structures of ‘readers’ that transduce the signal from the presence or absence of PTMs in specific cellular contexts. We provide background on PTMs and their complexes, review the known combinatorial function of PTMs, and assess the value and limitations of common approaches to measure combinatorial PTMs. This review serves as both a reference and a path forward to investigate combinatorial PTM functions, discover new synergies, and gather additional evidence supporting that combinations of histone PTMs are the central currency of chromatin-mediated regulation of the genome.
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26
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Rezinciuc S, Tian Z, Wu S, Hengel S, Pasa-Tolic L, Smallwood HS. Mapping Influenza-Induced Posttranslational Modifications on Histones from CD8+ T Cells. Viruses 2020; 12:v12121409. [PMID: 33302437 PMCID: PMC7762524 DOI: 10.3390/v12121409] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 11/23/2020] [Accepted: 12/02/2020] [Indexed: 12/25/2022] Open
Abstract
T cell function is determined by transcriptional networks that are regulated by epigenetic programming via posttranslational modifications (PTMs) to histone proteins and DNA. Bottom-up mass spectrometry (MS) can identify histone PTMs, whereas intact protein analysis by MS can detect species missed by bottom-up approaches. We used a novel approach of online two-dimensional liquid chromatography-tandem MS with high-resolution reversed-phase liquid chromatography (RPLC), alternating electron transfer dissociation (ETD) and collision-induced dissociation (CID) on precursor ions to maximize fragmentation of uniquely modified species. The first online RPLC separation sorted histone families, then RPLC or weak cation exchange hydrophilic interaction liquid chromatography (WCX-HILIC) separated species heavily clad in PTMs. Tentative identifications were assigned by matching proteoform masses to predicted theoretical masses that were verified with tandem MS. We used this innovative approach for histone-intact protein PTM mapping (HiPTMap) to identify and quantify proteoforms purified from CD8 T cells after in vivo influenza infection. Activation significantly altered PTMs following influenza infection, histone maps changed as T cells migrated to the site of infection, and T cells responding to secondary infections had significantly more transcription enhancing modifications. Thus, HiPTMap identified and quantified proteoforms and determined changes in CD8 T cell histone PTMs over the course of infection.
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Affiliation(s)
- Svetlana Rezinciuc
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, TN 38163, USA;
| | - Zhixin Tian
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99354, USA; (Z.T.); (S.W.); (S.H.); (L.P.-T.)
| | - Si Wu
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99354, USA; (Z.T.); (S.W.); (S.H.); (L.P.-T.)
| | - Shawna Hengel
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99354, USA; (Z.T.); (S.W.); (S.H.); (L.P.-T.)
| | - Ljiljana Pasa-Tolic
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA 99354, USA; (Z.T.); (S.W.); (S.H.); (L.P.-T.)
| | - Heather S. Smallwood
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, TN 38163, USA;
- Children’s Foundation Research Institute, Memphis, TN 38105, USA
- Correspondence: ; Tel.: +1-(901)-448–3068
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27
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The challenge of detecting modifications on proteins. Essays Biochem 2020; 64:135-153. [PMID: 31957791 DOI: 10.1042/ebc20190055] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 12/17/2019] [Accepted: 12/19/2019] [Indexed: 12/16/2022]
Abstract
Post-translational modifications (PTMs) are integral to the regulation of protein function, characterising their role in this process is vital to understanding how cells work in both healthy and diseased states. Mass spectrometry (MS) facilitates the mass determination and sequencing of peptides, and thereby also the detection of site-specific PTMs. However, numerous challenges in this field continue to persist. The diverse chemical properties, low abundance, labile nature and instability of many PTMs, in combination with the more practical issues of compatibility with MS and bioinformatics challenges, contribute to the arduous nature of their analysis. In this review, we present an overview of the established MS-based approaches for analysing PTMs and the common complications associated with their investigation, including examples of specific challenges focusing on phosphorylation, lysine acetylation and redox modifications.
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28
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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: 2.0] [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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29
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Eukaryote-conserved histone post-translational modification landscape in Giardia duodenalis revealed by mass spectrometry. Int J Parasitol 2020; 51:225-239. [PMID: 33275945 DOI: 10.1016/j.ijpara.2020.09.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 09/01/2020] [Accepted: 09/22/2020] [Indexed: 12/15/2022]
Abstract
Diarrheal disease caused by Giardia duodenalis is highly prevalent, causing over 200 million cases globally each year. The processes that drive parasite virulence, host immune evasion and transmission involve coordinated gene expression and have been linked to epigenetic regulation. Epigenetic regulatory systems are eukaryote-conserved, including in deep branching excavates such as Giardia, with several studies already implicating histone post-translational modifications in regulation of its pathogenesis and life cycle. However, further insights into Giardia chromatin dynamics have been hindered by a lack of site-specific knowledge of histone modifications. Using mass spectrometry, we have provided the first known molecular map of histone methylation, acetylation and phosphorylation modifications in Giardia core histones. We have identified over 50 previously unreported histone modifications including sites with established roles in epigenetic regulation, and co-occurring modifications indicative of post-translational modification crosstalk. These demonstrate conserved histone modifications in Giardia which are equivalent to many other eukaryotes, and suggest that similar epigenetic mechanisms are in place in this parasite. Further, we used sequence, domain and structural homology to annotate putative histone enzyme networks in Giardia, highlighting representative chromatin modifiers which appear sufficient for identified sites, particularly those from H3 and H4 variants. This study is to our knowledge the first and most comprehensive, complete and accurate view of Giardia histone post-translational modifications to date, and a substantial step towards understanding their associations in parasite development and virulence.
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30
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Coradin M, Mendoza MR, Sidoli S, Alpert AJ, Lu C, Garcia BA. Bullet points to evaluate the performance of the middle-down proteomics workflow for histone modification analysis. Methods 2020; 184:86-92. [PMID: 32070774 PMCID: PMC7727281 DOI: 10.1016/j.ymeth.2020.01.013] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 01/14/2020] [Indexed: 02/07/2023] Open
Abstract
Middle-down proteomics has emerged as the method of choice to study combinatorial histone post translational modifications (PTMs). In the common bottom-up workflow, histones are digested into relatively short peptides (4-20 aa), separated using reversed-phase chromatography and analyzed using typical proteomics methods in mass spectrometry. In middle-down, histones are cleaved into longer polypeptides (50-60 aa) mostly corresponding to their N-terminal tails, resolved using weak cation exchange-hydrophilic interaction liquid chromatography (WCX-HILIC) and analyzed with less conventional mass spectrometry, i.e. using Electron Transfer Dissociation (ETD) for analyte fragmentation. Middle-down is not nearly as utilized as bottom-up for PTM analysis, partially due to its limited reproducibility and robustness. This has also limited the establishment of rigorous benchmarks to discriminate good vs poor quality experiments. Here, we describe critical aspects of the middle-down workflow to assist the user in evaluating the presence of biased and misleading results. Specifically, we tested the use of porous graphitic carbon (PGC) during the desalting step, demonstrating that desalting using only C18 material leads to sample loss. We also tested different salts in the WCX-HILIC buffers for their effect on retention, selectivity, and reproducibility of analysis of variants of histone tail fragments, in particular replacing ammonium ion with ethylenediammonium ion in buffer A. These substitutions had marked effects on selectivity and retention. Our results provide a streamlined way to evaluate middle-down performance to identify and quantify combinatorial histone PTMs.
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Affiliation(s)
- Mariel Coradin
- Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mariel R Mendoza
- Biochemistry and Molecular Biophysics Graduate Group, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Simone Sidoli
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | - Congcong Lu
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Benjamin A Garcia
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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31
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Huang KY, Lee TY, Kao HJ, Ma CT, Lee CC, Lin TH, Chang WC, Huang HD. dbPTM in 2019: exploring disease association and cross-talk of post-translational modifications. Nucleic Acids Res 2020; 47:D298-D308. [PMID: 30418626 PMCID: PMC6323979 DOI: 10.1093/nar/gky1074] [Citation(s) in RCA: 138] [Impact Index Per Article: 34.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Accepted: 10/19/2018] [Indexed: 12/25/2022] Open
Abstract
The dbPTM (http://dbPTM.mbc.nctu.edu.tw/) has been maintained for over 10 years with the aim to provide functional and structural analyses for post-translational modifications (PTMs). In this update, dbPTM not only integrates more experimentally validated PTMs from available databases and through manual curation of literature but also provides PTM-disease associations based on non-synonymous single nucleotide polymorphisms (nsSNPs). The high-throughput deep sequencing technology has led to a surge in the data generated through analysis of association between SNPs and diseases, both in terms of growth amount and scope. This update thus integrated disease-associated nsSNPs from dbSNP based on genome-wide association studies. The PTM substrate sites located at a specified distance in terms of the amino acids encoded from nsSNPs were deemed to have an association with the involved diseases. In recent years, increasing evidence for crosstalk between PTMs has been reported. Although mass spectrometry-based proteomics has substantially improved our knowledge about substrate site specificity of single PTMs, the fact that the crosstalk of combinatorial PTMs may act in concert with the regulation of protein function and activity is neglected. Because of the relatively limited information about concurrent frequency and functional relevance of PTM crosstalk, in this update, the PTM sites neighboring other PTM sites in a specified window length were subjected to motif discovery and functional enrichment analysis. This update highlights the current challenges in PTM crosstalk investigation and breaks the bottleneck of how proteomics may contribute to understanding PTM codes, revealing the next level of data complexity and proteomic limitation in prospective PTM research.
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Affiliation(s)
- Kai-Yao Huang
- Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen 518172, China.,School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen 518172, China.,School of Life and Health Science, The Chinese University of Hong Kong, Shenzhen 518172, China
| | - Tzong-Yi Lee
- Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen 518172, China.,School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen 518172, China.,School of Life and Health Science, The Chinese University of Hong Kong, Shenzhen 518172, China
| | - Hui-Ju Kao
- Department of Computer Science and Engineering, Yuan Ze University, Taoyuan 32003, Taiwan
| | - Chen-Tse Ma
- Department of Computer Science and Engineering, Yuan Ze University, Taoyuan 32003, Taiwan
| | - Chao-Chun Lee
- Department of Computer Science and Engineering, Yuan Ze University, Taoyuan 32003, Taiwan
| | - Tsai-Hsuan Lin
- Department of Computer Science and Engineering, Yuan Ze University, Taoyuan 32003, Taiwan
| | - Wen-Chi Chang
- Institute of Tropical Plant Sciences, College of Biosciences and Biotechnology, National Cheng Kung University, Tainan 70101, Taiwan
| | - Hsien-Da Huang
- Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen 518172, China.,School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen 518172, China.,School of Life and Health Science, The Chinese University of Hong Kong, Shenzhen 518172, China
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32
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Aggarwal S, Banerjee SK, Talukdar NC, Yadav AK. Post-translational Modification Crosstalk and Hotspots in Sirtuin Interactors Implicated in Cardiovascular Diseases. Front Genet 2020; 11:356. [PMID: 32425973 PMCID: PMC7204943 DOI: 10.3389/fgene.2020.00356] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 03/24/2020] [Indexed: 01/07/2023] Open
Abstract
Sirtuins are protein deacetylases that play a protective role in cardiovascular diseases (CVDs), as well as many other diseases. Absence of sirtuins can lead to hyperacetylation of both nuclear and mitochondrial proteins leading to metabolic dysregulation. The protein post-translational modifications (PTMs) are known to crosstalk among each other to bring about complex phenotypic outcomes. Various PTM types such as acetylation, ubiquitination, and phosphorylation, and so on, drive transcriptional regulation and metabolism, but such crosstalks are poorly understood. We integrated protein–protein interactions (PPI) and PTMs from several databases to integrate information on 1,251 sirtuin-interacting proteins, of which 544 are associated with cardiac diseases. Based on the ∼100,000 PTM sites obtained for sirtuin interactors, we observed that the frequency of PTM sites (83 per protein), as well as PTM types (five per protein), is higher than the global average for human proteome. We found that ∼60–70% PTM sites fall into ordered regions. Approximately 83% of the sirtuin interactors contained at least one competitive crosstalk (in situ) site, with half of the sites occurring in CVD-associated proteins. A large proportion of identified crosstalk sites were observed for acetylation and ubiquitination competition. We identified 614 proteins containing PTM hotspots (≥5 PTM sites) and 133 proteins containing crosstalk hotspots (≥3 crosstalk sites). We observed that a large proportion of disease-associated sequence variants were found in PTM motifs of CVD proteins. We identified seven proteins (TP53, LMNA, MAPT, ATP2A2, NCL, APEX1, and HIST1H3A) containing disease-associated variants in PTM and crosstalk hotspots. This is the first comprehensive bioinformatics analysis on sirtuin interactors with respect to PTMs and their crosstalks. This study forms a platform for generating interesting hypotheses that can be tested for a deeper mechanistic understanding gained or derived from big-data analytics.
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Affiliation(s)
- Suruchi Aggarwal
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, India.,Division of Life Sciences, Institute of Advanced Study in Science and Technology, Guwahati, India.,Department of Molecular Biology and Biotechnology, Cotton University, Guwahati, India
| | - Sanjay K Banerjee
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, India
| | - Narayan Chandra Talukdar
- Division of Life Sciences, Institute of Advanced Study in Science and Technology, Guwahati, India.,Department of Molecular Biology and Biotechnology, Cotton University, Guwahati, India
| | - Amit Kumar Yadav
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, India
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33
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Lu Q, Chen C, Xiong Y, Li G, Zhang X, Zhang Y, Wang D, Zhu Z, Li X, Qing G, Sun T, Liang X. High-Efficiency Phosphopeptide and Glycopeptide Simultaneous Enrichment by Hydrogen Bond–based Bifunctional Smart Polymer. Anal Chem 2020; 92:6269-6277. [DOI: 10.1021/acs.analchem.9b02643] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Qi Lu
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, 122 Luoshi Road, Wuhan 430070, China
- Research & Development Center, Jushi Group. Co., Ltd, 669 Wenhua Road, Tongxiang 314500, China
| | - Cheng Chen
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
| | - Yuting Xiong
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
| | - Guodong Li
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, 122 Luoshi Road, Wuhan 430070, China
| | - Xiaofei Zhang
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
| | - Yahui Zhang
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
| | - Dongdong Wang
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
| | - Zhichao Zhu
- College of Chemistry and Chemical Engineering, Wuhan Textile University, 1 Sunshine Road, Wuhan 430200, China
| | - Xiuling Li
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
| | - Guangyan Qing
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
- College of Chemistry and Chemical Engineering, Wuhan Textile University, 1 Sunshine Road, Wuhan 430200, China
| | - Taolei Sun
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, 122 Luoshi Road, Wuhan 430070, China
| | - Xinmiao Liang
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, China
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34
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Application of CE-MS for the analysis of histones and histone modifications. Methods 2020; 184:125-134. [PMID: 32014606 DOI: 10.1016/j.ymeth.2020.01.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 11/02/2019] [Accepted: 01/26/2020] [Indexed: 02/02/2023] Open
Abstract
The analysis, identification and quantification of histones and their post-translational modifications plays a central role in chromatin research and in studying epigenetic regulations during physiological processes. In the last decade analytical strategies based on mass spectrometry have been greatly improved for providing a global view of single modification abundances or to determine combinatorial patterns of modifications. Presented here is a newly developed strategy for histone protein analysis and a number of applications are illustrated with an emphasis on PTM characterization. Capillary electrophoresis is coupled to mass spectrometry (CE-MS) and has proven to be a very promising concept as it enables to study intact histones (top-down proteomics) as well as the analysis of enzymatically digested proteins (bottom-up proteomics). This technology combines highly efficient low-flow CE separations with ionization in a single device and offers an orthogonal separation principle to conventional LC-MS analysis, thus expanding the existing analytical repertoire in a perfect manner.
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35
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Petronikolou N, Longbotham JE, Fujimori DG. Extended Recognition of the Histone H3 Tail by Histone Demethylase KDM5A. Biochemistry 2020; 59:647-651. [PMID: 31985200 DOI: 10.1021/acs.biochem.9b01036] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Human lysine demethylase KDM5A is a chromatin-modifying enzyme associated with transcriptional regulation, because of its ability to catalyze removal of methyl groups from methylated lysine 4 of histone H3 (H3K4me3). Amplification of KDM5A is observed in many cancers, including breast cancer, prostate cancer, hepatocellular carcinoma, lung cancer, and gastric cancer. In this study, we employed alanine scanning mutagenesis to investigate substrate recognition of KDM5A and identify the H3 tail residues necessary for KDM5A-catalyzed demethylation. Our data show that the H3Q5 residue is critical for substrate recognition by KDM5A. Our data also reveal that the protein-protein interactions between KDM5A and the histone H3 tail extend beyond the amino acids proximal to the substrate mark. Specifically, demethylation activity assays show that deletion or mutation of residues at positions 14-18 on the H3 tail results in an 8-fold increase in the KMapp, compared to wild-type 18mer peptide, suggesting that this distal epitope is important in histone engagement. Finally, we demonstrate that post-translational modifications on this distal epitope can modulate KDM5A-dependent demethylation. Our findings provide insights into H3K4-specific recognition by KDM5A, as well as how chromatin context can regulate KDM5A activity and H3K4 methylation status.
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Affiliation(s)
- Nektaria Petronikolou
- Department of Cellular and Molecular Pharmacology , University of California , 600 16th Street, Genentech Hall , San Francisco , California 94158 , United States
| | - James E Longbotham
- Department of Cellular and Molecular Pharmacology , University of California , 600 16th Street, Genentech Hall , San Francisco , California 94158 , United States
| | - Danica Galonić Fujimori
- Department of Cellular and Molecular Pharmacology , University of California , 600 16th Street, Genentech Hall , San Francisco , California 94158 , United States.,Department of Pharmaceutical Chemistry , University of California , 600 16th Street, Genentech Hall , San Francisco , California 94158 , United States
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36
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Klein BJ, Jang SM, Lachance C, Mi W, Lyu J, Sakuraba S, Krajewski K, Wang WW, Sidoli S, Liu J, Zhang Y, Wang X, Warfield BM, Kueh AJ, Voss AK, Thomas T, Garcia BA, Liu WR, Strahl BD, Kono H, Li W, Shi X, Côté J, Kutateladze TG. Histone H3K23-specific acetylation by MORF is coupled to H3K14 acylation. Nat Commun 2019; 10:4724. [PMID: 31624313 PMCID: PMC6797804 DOI: 10.1038/s41467-019-12551-5] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 09/17/2019] [Indexed: 12/22/2022] Open
Abstract
Acetylation of histone H3K23 has emerged as an essential posttranslational modification associated with cancer and learning and memory impairment, yet our understanding of this epigenetic mark remains insufficient. Here, we identify the native MORF complex as a histone H3K23-specific acetyltransferase and elucidate its mechanism of action. The acetyltransferase function of the catalytic MORF subunit is positively regulated by the DPF domain of MORF (MORFDPF). The crystal structure of MORFDPF in complex with crotonylated H3K14 peptide provides mechanistic insight into selectivity of this epigenetic reader and its ability to recognize both histone and DNA. ChIP data reveal the role of MORFDPF in MORF-dependent H3K23 acetylation of target genes. Mass spectrometry, biochemical and genomic analyses show co-existence of the H3K23ac and H3K14ac modifications in vitro and co-occupancy of the MORF complex, H3K23ac, and H3K14ac at specific loci in vivo. Our findings suggest a model in which interaction of MORFDPF with acylated H3K14 promotes acetylation of H3K23 by the native MORF complex to activate transcription.
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Affiliation(s)
- Brianna J Klein
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Suk Min Jang
- Laval University Cancer Research Center, CHU de Québec-UL Research Center-Oncology Division, Quebec City, QC, G1R 3S3, Canada
| | - Catherine Lachance
- Laval University Cancer Research Center, CHU de Québec-UL Research Center-Oncology Division, Quebec City, QC, G1R 3S3, Canada
| | - Wenyi Mi
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Jie Lyu
- Department of Biological Chemistry, University of California, Irvine, Irvine, CA, 92697, USA.,Dan L. Duncan Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Shun Sakuraba
- Molecular Modeling and Simulation Group, National Institute for Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, Kizugawa, Kyoto, 619 0215, Japan
| | - Krzysztof Krajewski
- Department of Biochemistry & Biophysics, The University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Wesley W Wang
- Department of Chemistry, Texas A&M University, College Station, TX, 77843, USA
| | - Simone Sidoli
- Epigenetics Program, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.,Department of Biochemistry, Albert Einstein College of Medicine, New York, NY, 10461, USA
| | - Jiuyang Liu
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Yi Zhang
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Xiaolu Wang
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Becka M Warfield
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Andrew J Kueh
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3050, Australia
| | - Anne K Voss
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3050, Australia
| | - Tim Thomas
- The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3050, Australia
| | - Benjamin A Garcia
- Epigenetics Program, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Wenshe R Liu
- Department of Chemistry, Texas A&M University, College Station, TX, 77843, USA
| | - Brian D Strahl
- Department of Biochemistry & Biophysics, The University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Hidetoshi Kono
- Molecular Modeling and Simulation Group, National Institute for Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, Kizugawa, Kyoto, 619 0215, Japan
| | - Wei Li
- Department of Biological Chemistry, University of California, Irvine, Irvine, CA, 92697, USA.,Dan L. Duncan Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Xiaobing Shi
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Jacques Côté
- Laval University Cancer Research Center, CHU de Québec-UL Research Center-Oncology Division, Quebec City, QC, G1R 3S3, Canada.
| | - Tatiana G Kutateladze
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA.
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37
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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: 9.4] [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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38
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A mass spectrometry-based assay using metabolic labeling to rapidly monitor chromatin accessibility of modified histone proteins. Sci Rep 2019; 9:13613. [PMID: 31541121 PMCID: PMC6754405 DOI: 10.1038/s41598-019-49894-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 08/24/2019] [Indexed: 12/22/2022] Open
Abstract
Histone post-translational modifications (PTMs) contribute to chromatin accessibility due to their chemical properties and their ability to recruit enzymes responsible for DNA readout and chromatin remodeling. To date, more than 400 different histone PTMs and thousands of combinations of PTMs have been identified, the vast majority with still unknown biological function. Identification and quantification of histone PTMs has become routine in mass spectrometry (MS) but, since raising antibodies for each PTM in a study can be prohibitive, lots of potential is lost from MS datasets when uncharacterized PTMs are found to be significantly regulated. We developed an assay that uses metabolic labeling and MS to associate chromatin accessibility with histone PTMs and their combinations. The labeling is achieved by spiking in the cell media a 5x concentration of stable isotope labeled arginine and allow cells to grow for at least one cell cycle. We quantified the labeling incorporation of about 200 histone peptides with a proteomics workflow, and we confirmed that peptides carrying PTMs with extensively characterized roles in active transcription or gene silencing were in highly or poorly labeled forms, respectively. Data were further validated using next-generation sequencing to assess the transcription rate of chromatin regions modified with five selected PTMs. Furthermore, we quantified the labeling rate of peptides carrying co-existing PTMs, proving that this method is suitable for combinatorial PTMs. We focus on the abundant bivalent mark H3K27me3K36me2, showing that H3K27me3 dominantly represses histone swapping rate even in the presence of the more permissive PTM H3K36me2. Together, we envision this method will help to generate hypotheses regarding histone PTM functions and, potentially, elucidate the role of combinatorial histone codes.
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39
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Abstract
Melanoma is the deadliest form of skin cancer. In the early stages, melanoma can be treated successfully with surgery alone and survival rates are high, but after metastasis survival rates drop significantly. Therefore, early and correct diagnosis is key for ensuring patients have the best possible prognosis. Melanoma misdiagnosis accounts for more pathology and dermatology malpractice claims than any cancer other than breast cancer, as an early misdiagnosis can significantly reduce a patient’s chances of survival. As far as treatment for metastatic melanoma goes, there have been several new drugs developed over the last 10 years that have greatly improved the prognosis of patients with metastatic melanoma, however, a majority of patients do not show a lasting response to these treatments. Thus, new biomarkers and drug targets are needed to improve the accuracy of melanoma diagnosis and treatment. This article will discuss the major advancements of melanoma diagnosis and treatment from antiquity to the present day.
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Affiliation(s)
- Lauren E Davis
- University of Arkansas for Medical Sciences, Department of Biochemistry and Molecular Biology , Little Rock , AR , USA
| | - Sara C Shalin
- University of Arkansas for Medical Sciences, Department of Pathology , Little Rock , AR , USA
| | - Alan J Tackett
- University of Arkansas for Medical Sciences, Department of Biochemistry and Molecular Biology , Little Rock , AR , USA
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40
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Hernandez-Valladares M, Wangen R, Berven FS, Guldbrandsen A. Protein Post-Translational Modification Crosstalk in Acute Myeloid Leukemia Calls for Action. Curr Med Chem 2019; 26:5317-5337. [PMID: 31241430 DOI: 10.2174/0929867326666190503164004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 11/23/2018] [Accepted: 02/01/2019] [Indexed: 01/24/2023]
Abstract
BACKGROUND Post-translational modification (PTM) crosstalk is a young research field. However, there is now evidence of the extraordinary characterization of the different proteoforms and their interactions in a biological environment that PTM crosstalk studies can describe. Besides gene expression and phosphorylation profiling of acute myeloid leukemia (AML) samples, the functional combination of several PTMs that might contribute to a better understanding of the complexity of the AML proteome remains to be discovered. OBJECTIVE By reviewing current workflows for the simultaneous enrichment of several PTMs and bioinformatics tools to analyze mass spectrometry (MS)-based data, our major objective is to introduce the PTM crosstalk field to the AML research community. RESULTS After an introduction to PTMs and PTM crosstalk, this review introduces several protocols for the simultaneous enrichment of PTMs. Two of them allow a simultaneous enrichment of at least three PTMs when using 0.5-2 mg of cell lysate. We have reviewed many of the bioinformatics tools used for PTM crosstalk discovery as its complex data analysis, mainly generated from MS, becomes challenging for most AML researchers. We have presented several non-AML PTM crosstalk studies throughout the review in order to show how important the characterization of PTM crosstalk becomes for the selection of disease biomarkers and therapeutic targets. CONCLUSION Herein, we have reviewed the advances and pitfalls of the emerging PTM crosstalk field and its potential contribution to unravel the heterogeneity of AML. The complexity of sample preparation and bioinformatics workflows demands a good interaction between experts of several areas.
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Affiliation(s)
- Maria Hernandez-Valladares
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Jonas Lies vei 87, N-5021 Bergen, Norway.,The Proteomics Unit at the University of Bergen, Department of Biomedicine, Building for Basic Biology, Faculty of Medicine, University of Bergen, Jonas Lies vei 91, N-5009 Bergen, Norway
| | - Rebecca Wangen
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Jonas Lies vei 87, N-5021 Bergen, Norway.,The Proteomics Unit at the University of Bergen, Department of Biomedicine, Building for Basic Biology, Faculty of Medicine, University of Bergen, Jonas Lies vei 91, N-5009 Bergen, Norway.,Department of Internal Medicine, Hematology Section, Haukeland University Hospital, Jonas Lies vei 65, N-5021 Bergen, Norway
| | - Frode S Berven
- The Proteomics Unit at the University of Bergen, Department of Biomedicine, Building for Basic Biology, Faculty of Medicine, University of Bergen, Jonas Lies vei 91, N-5009 Bergen, Norway
| | - Astrid Guldbrandsen
- The Proteomics Unit at the University of Bergen, Department of Biomedicine, Building for Basic Biology, Faculty of Medicine, University of Bergen, Jonas Lies vei 91, N-5009 Bergen, Norway.,Computational Biology Unit, Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Bergen, Thormøhlensgt 55, N-5008 Bergen, Norway
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41
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Frapporti A, Miró Pina C, Arnaiz O, Holoch D, Kawaguchi T, Humbert A, Eleftheriou E, Lombard B, Loew D, Sperling L, Guitot K, Margueron R, Duharcourt S. The Polycomb protein Ezl1 mediates H3K9 and H3K27 methylation to repress transposable elements in Paramecium. Nat Commun 2019; 10:2710. [PMID: 31221974 PMCID: PMC6586856 DOI: 10.1038/s41467-019-10648-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Accepted: 05/23/2019] [Indexed: 01/11/2023] Open
Abstract
In animals and plants, the H3K9me3 and H3K27me3 chromatin silencing marks are deposited by different protein machineries. H3K9me3 is catalyzed by the SET-domain SU(VAR)3-9 enzymes, while H3K27me3 is catalyzed by the SET-domain Enhancer-of-zeste enzymes, which are the catalytic subunits of Polycomb Repressive Complex 2 (PRC2). Here, we show that the Enhancer-of-zeste-like protein Ezl1 from the unicellular eukaryote Paramecium tetraurelia, which exhibits significant sequence and structural similarities with human EZH2, catalyzes methylation of histone H3 in vitro and in vivo with an apparent specificity toward K9 and K27. We find that H3K9me3 and H3K27me3 co-occur at multiple families of transposable elements in an Ezl1-dependent manner. We demonstrate that loss of these histone marks results in global transcriptional hyperactivation of transposable elements with modest effects on protein-coding gene expression. Our study suggests that although often considered functionally distinct, H3K9me3 and H3K27me3 may share a common evolutionary history as well as a common ancestral role in silencing transposable elements.
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Affiliation(s)
- Andrea Frapporti
- Institut Jacques Monod, Université de Paris, CNRS, 75013, Paris, France.,The Gurdon Institute, University of Cambridge, Cambridge, CB21QN, UK
| | - Caridad Miró Pina
- Institut Jacques Monod, Université de Paris, CNRS, 75013, Paris, France
| | - Olivier Arnaiz
- Institute for Integrative Biology of the Cell (I2BC), CNRS, CEA, Univ. Paris-Sud, Université Paris-Saclay, 91198, Gif-sur-Yvette CEDEX, France
| | - Daniel Holoch
- Institut Curie, Paris Sciences et Lettres Research University, INSERM, U934, CNRS, UMR3215, Paris, 75005, France
| | | | - Adeline Humbert
- Institut Jacques Monod, Université de Paris, CNRS, 75013, Paris, France
| | - Evangelia Eleftheriou
- Institute for Integrative Biology of the Cell (I2BC), CNRS, CEA, Univ. Paris-Sud, Université Paris-Saclay, 91198, Gif-sur-Yvette CEDEX, France
| | - Bérangère Lombard
- Institut Curie, Paris Sciences et Lettres Research University, Centre de Recherche, Laboratoire de Spectrométrie de Masse Protéomique, 26 rue d'Ulm, 75248, Cedex 05 Paris, France
| | - Damarys Loew
- Institut Curie, Paris Sciences et Lettres Research University, Centre de Recherche, Laboratoire de Spectrométrie de Masse Protéomique, 26 rue d'Ulm, 75248, Cedex 05 Paris, France
| | - Linda Sperling
- Institute for Integrative Biology of the Cell (I2BC), CNRS, CEA, Univ. Paris-Sud, Université Paris-Saclay, 91198, Gif-sur-Yvette CEDEX, France
| | - Karine Guitot
- Sorbonne Université, Ecole Normale Supérieure, Paris Sciences et Lettres Research University, CNRS, Laboratoire des biomolécules, LBM, 75005, Paris, France
| | - Raphaël Margueron
- Institut Curie, Paris Sciences et Lettres Research University, INSERM, U934, CNRS, UMR3215, Paris, 75005, France
| | - Sandra Duharcourt
- Institut Jacques Monod, Université de Paris, CNRS, 75013, Paris, France.
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42
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Lee LYH, Loscalzo J. Network Medicine in Pathobiology. THE AMERICAN JOURNAL OF PATHOLOGY 2019; 189:1311-1326. [PMID: 31014954 DOI: 10.1016/j.ajpath.2019.03.009] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 03/05/2019] [Indexed: 12/11/2022]
Abstract
The past decade has witnessed exponential growth in the generation of high-throughput human data across almost all known dimensions of biological systems. The discipline of network medicine has rapidly evolved in parallel, providing an unbiased, comprehensive biological framework through which to interrogate and integrate systematically these large-scale, multi-omic data to enhance our understanding of disease mechanisms and to design drugs that reflect a deep knowledge of molecular pathobiology. In this review, we discuss the key principles of network medicine and the human disease network and explore the latest applications of network medicine in this multi-omic era. We also highlight the current conceptual and technological challenges, which serve as exciting opportunities by which to improve and expand the network-based applications beyond the artificial boundaries of the current state of human pathobiology.
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Affiliation(s)
| | - Joseph Loscalzo
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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43
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Integrative Proteomic Profiling Reveals PRC2-Dependent Epigenetic Crosstalk Maintains Ground-State Pluripotency. Cell Stem Cell 2019; 24:123-137.e8. [DOI: 10.1016/j.stem.2018.10.017] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 04/06/2018] [Accepted: 10/12/2018] [Indexed: 12/28/2022]
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44
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Fang X, Xin Y, Sheng Z, Liu H, Jiang A, Wang F, Yang J, Xi X, Zha Q, Zhang L, Dai L, Yan C, Chen J. Systematic Identification and Analysis of Lysine Succinylation in Strawberry Stigmata. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:13310-13320. [PMID: 30148364 DOI: 10.1021/acs.jafc.8b02708] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The various post-translational modifications (PTMs) of plant proteins have important regulatory roles in development. We therefore examined various modified proteins from strawberry stigmata and found that succinylation of lysine residues was the most abundant type of modification. We then subjected proteins from strawberry stigmata to an efficient enrichment method for succinylated peptides and identified 200 uniquely succinylated lysines (Suks) in 116 proteins. A bioinformatics analysis revealed that these proteins are involved in important biological processes, including stress responses, vesicular transport, and energy metabolism. Proteomics, combined with immunoprecipitation and immunoblotting, revealed an obvious increase in succinylation of the assembly polypeptide 2 (AP2) and clathrin from 0.5 to 2 h after pollination, suggesting that succinylation is involved in the recognition of pollen-stigma signaling substances and vesicular transport. These results suggest that AP2/clathrin-mediated vesicular transport processes are regulated by lysine succinylation during pollen recognition.
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Affiliation(s)
- Xianping Fang
- Institute of Plant Virology , Ningbo University , Ningbo 315211 , China
- Institute of Forestry and Pomology , Shanghai Academy of Agricultural Sciences , Shanghai 201403 , China
| | - Ya Xin
- Hangzhou Academy of Agricultural Sciences , Hangzhou 310024 , China
| | - Zheliang Sheng
- Institute of Mountain Hazards and Environment , Chinese Academy of Sciences , Chengdu 610041 , China
| | - Hui Liu
- Hangzhou Academy of Agricultural Sciences , Hangzhou 310024 , China
| | - Aili Jiang
- Institute of Forestry and Pomology , Shanghai Academy of Agricultural Sciences , Shanghai 201403 , China
| | - Fang Wang
- Institute of Biotechnology , Ningbo Academy of Agricultural Sciences , Ningbo 315040 , China
| | - Jian Yang
- Institute of Plant Virology , Ningbo University , Ningbo 315211 , China
| | - Xiaojun Xi
- Institute of Forestry and Pomology , Shanghai Academy of Agricultural Sciences , Shanghai 201403 , China
| | - Qian Zha
- Institute of Forestry and Pomology , Shanghai Academy of Agricultural Sciences , Shanghai 201403 , China
| | - Liqing Zhang
- Institute of Forestry and Pomology , Shanghai Academy of Agricultural Sciences , Shanghai 201403 , China
| | - Liangying Dai
- College of Plant Protection , Hunan Agricultural University , Changsha 410128 , China
| | - Chengqi Yan
- Institute of Biotechnology , Ningbo Academy of Agricultural Sciences , Ningbo 315040 , China
| | - Jianping Chen
- Institute of Plant Virology , Ningbo University , Ningbo 315211 , China
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45
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Fulton MD, Brown T, Zheng YG. Mechanisms and Inhibitors of Histone Arginine Methylation. CHEM REC 2018; 18:1792-1807. [PMID: 30230223 PMCID: PMC6348102 DOI: 10.1002/tcr.201800082] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 08/27/2018] [Indexed: 12/16/2022]
Abstract
Histone methylation plays an important regulatory role in chromatin restructuring and RNA transcription. Arginine methylation that is enzymatically catalyzed by the family of protein arginine methyltransferases (PRMTs) can either activate or repress gene expression depending on cellular contexts. Given the strong correlation of PRMTs with pathophysiology, great interest is seen in understanding molecular mechanisms of PRMTs in diseases and in developing potent PRMT inhibitors. Herein, we reviewed key research advances in the study of biochemical mechanisms of PRMT catalysis and their relevance to cell biology. We highlighted how a random binary, ordered ternary kinetic model for PRMT1 catalysis reconciles the literature reports and endorses a distributive mechanism that the enzyme active site utilizes for multiple turnovers of arginine methylation. We discussed the impacts of histone arginine methylation and its biochemical interplays with other key epigenetic marks. Challenges in developing small-molecule PRMT inhibitors were also discussed.
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Affiliation(s)
- Melody D Fulton
- Department of Pharmaceutical and Biomedical Sciences College of Pharmacy, University of Georgia, Athens, GA 30602
| | - Tyler Brown
- Department of Pharmaceutical and Biomedical Sciences College of Pharmacy, University of Georgia, Athens, GA 30602
| | - Y George Zheng
- Department of Pharmaceutical and Biomedical Sciences College of Pharmacy, University of Georgia, Athens, GA 30602
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46
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Abstract
Introduction: Epigenetic dysregulation drives or supports numerous human cancers. The chromatin landscape in cancer cells is often marked by abnormal histone post-translational modification (PTM) patterns and by aberrant assembly and recruitment of protein complexes to specific genomic loci. Mass spectrometry-based proteomic analyses can support the discovery and characterization of both phenomena. Areas covered: We broadly divide this literature into two parts: 'modification-centric' analyses that link histone PTMs to cancer biology; and 'complex-centric' analyses that examine protein-protein interactions that occur de novo as a result of oncogenic mutations. We also discuss proteomic studies of oncohistones. We highlight relevant examples, discuss limitations, and speculate about forthcoming innovations regarding each application. Expert commentary: 'Modification-centric' analyses have been used to further understanding of cancer's histone code and to identify associated therapeutic vulnerabilities. 'Complex-centric' analyses have likewise revealed insights into mechanisms of oncogenesis and suggested potential therapeutic targets, particularly in MLL-associated leukemia. Proteomic experiments have also supported some of the pioneering studies of oncohistone-mediated tumorigenesis. Additional applications of proteomics that may benefit cancer epigenetics research include middle-down and top-down histone PTM analysis, chromatin reader profiling, and genomic locus-specific protein identification. In the coming years, proteomic approaches will remain powerful ways to interrogate the biology of cancer.
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Affiliation(s)
- Dylan M Marchione
- 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
| | - John Wojcik
- b Department of Pathology and Laboratory Medicine, Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , USA
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47
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Gruppuso PA, Boylan JM, Zabala V, Neretti N, Abshiru NA, Sikora JW, Doud EH, Camarillo JM, Thomas PM, Kelleher NL, Sanders JA. Stability of histone post-translational modifications in samples derived from liver tissue and primary hepatic cells. PLoS One 2018; 13:e0203351. [PMID: 30192817 PMCID: PMC6128477 DOI: 10.1371/journal.pone.0203351] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Accepted: 08/20/2018] [Indexed: 12/15/2022] Open
Abstract
Chromatin structure, a key contributor to the regulation of gene expression, is modulated by a broad array of histone post-translational modifications (PTMs). Taken together, these “histone marks” comprise what is often referred to as the “histone code”. The quantitative analysis of histone PTMs by mass spectrometry (MS) offers the ability to examine the response of the histone code to physiological signals. However, few studies have examined the stability of histone PTMs through the process of isolating and culturing primary cells. To address this, we used bottom-up, MS-based analysis of histone PTMs in liver, freshly isolated hepatocytes, and cultured hepatocytes from adult male Fisher F344 rats. Correlations between liver, freshly isolated cells, and primary cultures were generally high, with R2 values exceeding 0.9. However, a number of acetylation marks, including those on H2A K9, H2A1 K13, H3 K4, H3 K14, H4 K8, H4 K12 and H4 K16 differed significantly among the three sources. Inducing proliferation of primary adult hepatocytes in culture affected several marks on histones H3.1/3.2 and H4. We conclude that hepatocyte isolation, culturing and cell cycle status all contribute to steady-state changes in the levels of a number of histone PTMs, indicating changes in histone marks that are rapidly induced in response to alterations in the cellular milieu. This has implications for studies aimed at assigning biological significance to histone modifications in tumors versus cancer cells, the developmental behavior of stem cells, and the attribution of changes in histone PTMs to altered cell metabolism.
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Affiliation(s)
- Philip A. Gruppuso
- Department of Pediatrics, Brown University and Rhode Island Hospital, Providence, RI, United States of America
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI, United States of America
| | - Joan M. Boylan
- Department of Pediatrics, Brown University and Rhode Island Hospital, Providence, RI, United States of America
| | - Valerie Zabala
- Department of Pediatrics, Brown University and Rhode Island Hospital, Providence, RI, United States of America
| | - Nicola Neretti
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI, United States of America
| | - Nebiyu A. Abshiru
- National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois, United States of America
| | - Jacek W. Sikora
- National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois, United States of America
| | - Emma H. Doud
- National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois, United States of America
| | - Jeannie M. Camarillo
- National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois, United States of America
| | - Paul M. Thomas
- National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois, United States of America
- Department of Molecular Biosciences, Northwestern University, Evanston, Illinois, United States of America
| | - Neil L. Kelleher
- National Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois, United States of America
- Department of Molecular Biosciences, Northwestern University, Evanston, Illinois, United States of America
- Division of Hematology/Oncology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- Department of Chemistry, Northwestern University, Evanston, Illinois, United States of America
| | - Jennifer A. Sanders
- Department of Pediatrics, Brown University and Rhode Island Hospital, Providence, RI, United States of America
- Department of Pathology and Laboratory Medicine, Brown University, Providence, RI, United States of America
- * E-mail:
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48
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Compton PD, Kelleher NL, Gunawardena J. Estimating the Distribution of Protein Post-Translational Modification States by Mass Spectrometry. J Proteome Res 2018; 17:2727-2734. [PMID: 29945451 DOI: 10.1021/acs.jproteome.8b00150] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Post-translational modifications (PTMs) of proteins play a central role in cellular information encoding, but the complexity of PTM state has been challenging to unravel. A single molecule can exhibit a "modform" or combinatorial pattern of co-occurring PTMs across multiple sites, and a molecular population can exhibit a distribution of amounts of different modforms. How can this "modform distribution" be estimated by mass spectrometry (MS)? Bottom-up MS, based on cleavage into peptides, destroys correlations between PTMs on different peptides, but it is conceivable that multiple proteases with appropriate patterns of cleavage could reconstruct the modform distribution. We introduce a mathematical language for describing MS measurements and show, on the contrary, that no matter how many distinct proteases are available, the shortfall in information required for reconstruction worsens exponentially with increasing numbers of sites. Whereas top-down MS on intact proteins can do better, current technology cannot prevent the exponential worsening. However, our analysis also shows that all forms of MS yield linear equations for modform amounts. This permits different MS protocols to be integrated and the modform distribution to be constrained within a high-dimensional "modform region", which may offer a feasible proxy for analyzing information encoding.
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Affiliation(s)
- Philip D Compton
- Department of Chemistry , Northwestern University , Evanston , Illinois 60208 , United States
| | - Neil L Kelleher
- Department of Chemistry , Northwestern University , Evanston , Illinois 60208 , United States.,Department of Molecular Biosciences , Northwestern University , Evanston , Illinois 60208 , United States
| | - Jeremy Gunawardena
- Department of Systems Biology , Harvard Medical School , Boston , Massachusetts 02115 , United States
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49
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Garabedian A, Baird M, Porter J, Jeanne Dit Fouque K, Shliaha PV, Jensen ON, Williams TD, Fernandez-Lima F, Shvartsburg A. Linear and Differential Ion Mobility Separations of Middle-Down Proteoforms. Anal Chem 2018; 90:2918-2925. [PMID: 29359922 PMCID: PMC6366606 DOI: 10.1021/acs.analchem.7b05224] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Comprehensive characterization of proteomes comprising the same proteins with distinct post-translational modifications (PTMs) is a staggering challenge. Many such proteoforms are isomers (localization variants) that require separation followed by top-down or middle-down mass spectrometric analyses, but condensed-phase separations are ineffective in those size ranges. The variants for "middle-down" peptides were resolved by differential ion mobility spectrometry (FAIMS), relying on the mobility increment at high electric fields, but not previously by linear IMS on the basis of absolute mobility. We now use complete histone tails with diverse PTMs on alternative sites to demonstrate that high-resolution linear IMS, here trapped IMS (TIMS), broadly resolves the variants of ∼50 residues in full or into binary mixtures quantifiable by tandem MS, largely thanks to orthogonal separations across charge states. Separations using traveling-wave (TWIMS) and/or involving various time scales and electrospray ionization source conditions are similar (with lower resolution for TWIMS), showing the transferability of results across linear IMS instruments. The linear IMS and FAIMS dimensions are substantially orthogonal, suggesting FAIMS/IMS/MS as a powerful platform for proteoform analyses.
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Affiliation(s)
- Alyssa Garabedian
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199
| | - Matthew Baird
- Department of Chemistry, Wichita State University, 1845 Fairmount, Wichita, KS 67260
| | - Jacob Porter
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL 33199
| | | | - Pavel V. Shliaha
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, DK-5230 Odense M, Denmark
| | - Ole N. Jensen
- Department of Biochemistry and Molecular Biology, VILLUM Center for Bioanalytical Sciences, University of Southern Denmark, DK-5230 Odense M, Denmark
| | - Todd D. Williams
- Mass Spectrometry Laboratory, University of Kansas, Lawrence, KS 66045
| | | | - Alexandre Shvartsburg
- Department of Chemistry, Wichita State University, 1845 Fairmount, Wichita, KS 67260
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50
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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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