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Jiang H, Miller BD, Viennet T, Kim H, Lee K, Arthanari H, Cole PA. Protein semisynthesis reveals plasticity in HECT E3 ubiquitin ligase mechanisms. Nat Chem 2024:10.1038/s41557-024-01576-z. [PMID: 39030419 DOI: 10.1038/s41557-024-01576-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 06/11/2024] [Indexed: 07/21/2024]
Abstract
Lys ubiquitination is catalysed by E3 ubiquitin ligases and is central to the regulation of protein stability and cell signalling in normal and disease states. There are gaps in our understanding of E3 mechanisms, and here we use protein semisynthesis, chemical rescue, microscale thermophoresis and other biochemical approaches to dissect the role of catalytic base/acid function and conformational interconversion in HECT-domain E3 catalysis. We demonstrate that there is plasticity in the use of the terminal side chain or backbone carboxylate for proton transfer in HECT E3 ubiquitin ligase reactions, with yeast Rsp5 orthologues appearing to be possible evolutionary intermediates. We also show that the HECT-domain ubiquitin covalent intermediate appears to eject the E2 conjugating enzyme, promoting catalytic turnover. These findings provide key mechanistic insights into how protein ubiquitination occurs and provide a framework for understanding E3 functions and regulation.
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Affiliation(s)
- Hanjie Jiang
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Bryant D Miller
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Human Biology, Sattler College, Boston, MA, USA
| | - Thibault Viennet
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Hyojeon Kim
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Kwangwoon Lee
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Haribabu Arthanari
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
- Department of Cancer Biology, Dana Farber Cancer Institute, Boston, MA, USA
| | - Philip A Cole
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
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2
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Peng S, Liu X, Lu C, Wang H, Liu X, Gong Q, Tao H, Xu H, Tian C, Xu G, Li JB. Efficient Chemical Synthesis of Multi-Monoubiquitylated and Diubiquitylated Histones by the α-Halogen Ketone-Mediated Strategy. Bioconjug Chem 2024; 35:944-953. [PMID: 38954775 DOI: 10.1021/acs.bioconjchem.4c00130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
The chemical synthesis of homogeneously ubiquitylated histones is a powerful approach to decipher histone ubiquitylation-dependent epigenetic regulation. Among the various methods, α-halogen ketone-mediated conjugation chemistry has recently been an attractive strategy to generate single-monoubiquitylated histones for biochemical and structural studies. Herein, we report the use of this strategy to prepare not only dual- and even triple-monoubiquitylated histones but also diubiquitin-modified histones. We were surprised to find that the synthetic efficiencies of multi-monoubiquitylated histones were comparable to those of single-monoubiquitylated ones, suggesting that this strategy is highly tolerant to the number of ubiquitin monomers installed onto histones. The facile generation of a series of single-, dual-, and triple-monoubiquitylated H3 proteins enabled us to evaluate the influence of ubiquitylation patterns on the binding of DNA methyltransferase 1 (DNMT1) to nucleosomes. Our study highlights the potential of site-specific conjugation chemistry to generate chemically defined histones for epigenetic studies.
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Affiliation(s)
- Shuai Peng
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou 215123, China
| | - Xin Liu
- The First Affiliated Hospital of USTC, School of Life Sciences, Division of Life Sciences and Medicine, Joint Center for Biological Analytical Chemistry, Anhui Engineering Laboratory of Peptide Drug, Anhui Laboratory of Advanced Photonic Science and Technology, University of Science and Technology of China, Hefei 230026, China
| | - Chengpiao Lu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou 215123, China
| | - Haibo Wang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou 215123, China
| | - Xiaotong Liu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou 215123, China
| | - Qingyue Gong
- The First Affiliated Hospital of USTC, School of Life Sciences, Division of Life Sciences and Medicine, Joint Center for Biological Analytical Chemistry, Anhui Engineering Laboratory of Peptide Drug, Anhui Laboratory of Advanced Photonic Science and Technology, University of Science and Technology of China, Hefei 230026, China
| | - Huizhong Tao
- The First Affiliated Hospital of USTC, School of Life Sciences, Division of Life Sciences and Medicine, Joint Center for Biological Analytical Chemistry, Anhui Engineering Laboratory of Peptide Drug, Anhui Laboratory of Advanced Photonic Science and Technology, University of Science and Technology of China, Hefei 230026, China
| | - Hongrui Xu
- Suzhou Municipal Center for Disease Control and Prevention, Suzhou 215004, China
| | - Changlin Tian
- The First Affiliated Hospital of USTC, School of Life Sciences, Division of Life Sciences and Medicine, Joint Center for Biological Analytical Chemistry, Anhui Engineering Laboratory of Peptide Drug, Anhui Laboratory of Advanced Photonic Science and Technology, University of Science and Technology of China, Hefei 230026, China
| | - Guoqiang Xu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou 215123, China
| | - Jia-Bin Li
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou 215123, China
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3
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Franz P, Fierz B. Decoding Chromatin Ubiquitylation: A Chemical Biology Perspective. J Mol Biol 2024; 436:168442. [PMID: 38211893 DOI: 10.1016/j.jmb.2024.168442] [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] [Received: 11/09/2023] [Revised: 01/05/2024] [Accepted: 01/05/2024] [Indexed: 01/13/2024]
Abstract
Since Strahl and Allis proposed the "language of covalent histone modifications", a host of experimental studies have shed light on the different facets of chromatin regulation by epigenetic mechanisms. Initially proposed as a concept for controlling gene transcription, the regulation of deposition and removal of histone post-translational modifications (PTMs), such as acetylation, methylation, and phosphorylation, have been implicated in many chromatin regulation pathways. However, large PTMs such as ubiquitylation challenge research on many levels due to their chemical complexity. In recent years, chemical tools have been developed to generate chromatin in defined ubiquitylation states in vitro. Chemical biology approaches are now used to link specific histone ubiquitylation marks with downstream chromatin regulation events on the molecular level. Here, we want to highlight how chemical biology approaches have empowered the mechanistic study of chromatin ubiquitylation in the context of gene regulation and DNA repair with attention to future challenges.
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Affiliation(s)
- Pauline Franz
- Laboratory of Biophysical Chemistry of Macromolecules, Institute of Chemical Sciences and Engineering (ISIC), Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Beat Fierz
- Laboratory of Biophysical Chemistry of Macromolecules, Institute of Chemical Sciences and Engineering (ISIC), Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland.
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4
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Li Z, Tong Z, Gong Q, Ai H, Peng S, Chen C, Chu GC, Li JB. The expedient, CAET-assisted synthesis of dual-monoubiquitinated histone H3 enables evaluation of its interaction with DNMT1. Chem Sci 2023; 14:5681-5688. [PMID: 37265717 PMCID: PMC10231317 DOI: 10.1039/d3sc00332a] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 04/30/2023] [Indexed: 06/03/2023] Open
Abstract
Site-selective conjugation chemistry has proven effective to synthesize homogenously ubiquitinated histones. Recently, a powerful strategy using 2-((2-chloroethyl) amino) ethane-1-thiol (CAET) as a bifunctional handle was developed to generate chemically stable ubiquitin chains without racemization and homodimerization. Herein, we extend this strategy to the expedient synthesis of ubiquitinated histones, exemplifying its utility to not only synthesize single-monoubiquitinated histones, but dual-monoubiquitinated histones as well. The synthetic histones enabled us to evaluate the binding of DNMT1 to ubiquitinated nucleosomes and map the hotspots of this interaction. Our work highlights the potential of modern chemical protein synthesis to synthesize ubiquitinated histones for epigenetic studies.
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Affiliation(s)
- Zichen Li
- Department of Chemistry, Tsinghua-Peking Center for Life Sciences, Tsinghua University Beijing 100084 China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University Suzhou, 215123 China
| | - Zebin Tong
- Department of Chemistry, Tsinghua-Peking Center for Life Sciences, Tsinghua University Beijing 100084 China
| | - Qingyue Gong
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University Suzhou, 215123 China
- School of Life Sciences, University of Science and Technology of China Hefei 230026 China
| | - Huasong Ai
- Department of Chemistry, Tsinghua-Peking Center for Life Sciences, Tsinghua University Beijing 100084 China
| | - Shuai Peng
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University Suzhou, 215123 China
| | - Cong Chen
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University Suzhou, 215123 China
| | - Guo-Chao Chu
- Department of Chemistry, Tsinghua-Peking Center for Life Sciences, Tsinghua University Beijing 100084 China
| | - Jia-Bin Li
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University Suzhou, 215123 China
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5
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Iwase R, Dempsey DR, Whedon SD, Jiang H, Palanski BA, Deng B, Cole PA. Semisynthetic Approach to the Analysis of Tumor Suppressor PTEN Ubiquitination. J Am Chem Soc 2023; 145:6039-6044. [PMID: 36897111 PMCID: PMC10071500 DOI: 10.1021/jacs.2c13871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Phosphatase and tensin homologue (PTEN) tumor suppressor protein is a PIP3 lipid phosphatase that is subject to multifaceted post-translational modifications. One such modification is the monoubiquitination of Lys13 that may alter its cellular localization but is also positioned in a manner that could influence several of its cellular functions. To explore the regulatory influence of ubiquitin on PTEN's biochemical properties and its interaction with ubiquitin ligases and a deubiquitinase, the generation of a site-specifically and stoichiometrically ubiquitinated protein could be beneficial. Here, we describe a semisynthetic method that relies upon sequential expressed protein ligation steps to install ubiquitin at a Lys13 mimic in near full-length PTEN. This approach permits the concurrent installation of C-terminal modifications in PTEN, thereby facilitating an analysis of the interplay between N-terminal ubiquitination and C-terminal phosphorylation. We find that the N-terminal ubiquitination of PTEN inhibits its enzymatic function, reduces its binding to lipid vesicles, modulates its processing by NEDD4-1 E3 ligase, and is efficiently cleaved by the deubiquitinase, USP7. Our ligation approach should motivate related efforts for uncovering the effects of ubiquitination of complex proteins.
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Affiliation(s)
- Reina Iwase
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Daniel R. Dempsey
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
- Department of Dermatology and Pharmacology & Experimental Therapeutics, Boston University School of Medicine, Boston, Massachusetts 02118, United States
| | - Samuel D. Whedon
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Hanjie Jiang
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Brad A. Palanski
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Bedphiny Deng
- Dana-Farber/Harvard Cancer Center, Boston, Massachusetts 02115, United States
- College of Natural Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States
| | - Philip A. Cole
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
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6
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Qin F, Li B, Wang H, Ma S, Li J, Liu S, Kong L, Zheng H, Zhu R, Han Y, Yang M, Li K, Ji X, Chen PR. Linking chromatin acylation mark-defined proteome and genome in living cells. Cell 2023; 186:1066-1085.e36. [PMID: 36868209 DOI: 10.1016/j.cell.2023.02.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 06/01/2022] [Accepted: 02/02/2023] [Indexed: 03/05/2023]
Abstract
A generalizable strategy with programmable site specificity for in situ profiling of histone modifications on unperturbed chromatin remains highly desirable but challenging. We herein developed a single-site-resolved multi-omics (SiTomics) strategy for systematic mapping of dynamic modifications and subsequent profiling of chromatinized proteome and genome defined by specific chromatin acylations in living cells. By leveraging the genetic code expansion strategy, our SiTomics toolkit revealed distinct crotonylation (e.g., H3K56cr) and β-hydroxybutyrylation (e.g., H3K56bhb) upon short chain fatty acids stimulation and established linkages for chromatin acylation mark-defined proteome, genome, and functions. This led to the identification of GLYR1 as a distinct interacting protein in modulating H3K56cr's gene body localization as well as the discovery of an elevated super-enhancer repertoire underlying bhb-mediated chromatin modulations. SiTomics offers a platform technology for elucidating the "metabolites-modification-regulation" axis, which is widely applicable for multi-omics profiling and functional dissection of modifications beyond acylations and proteins beyond histones.
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Affiliation(s)
- Fangfei Qin
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China; Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China; Shenzhen Bay Laboratory, Shenzhen 518055, China.
| | - Boyuan Li
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, School of Life Sciences, Peking University, Beijing 100871, China
| | - Hui Wang
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, School of Life Sciences, Peking University, Beijing 100871, China
| | - Sihui Ma
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Jiaofeng Li
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Shanglin Liu
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Linghao Kong
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Huangtao Zheng
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Rongfeng Zhu
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Yu Han
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Mingdong Yang
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Kai Li
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; State Key Laboratory of Protein and Plant Gene Research, School of Life Sciences, Peking University, Beijing 100871, China
| | - Xiong Ji
- Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; Key Laboratory of Cell Proliferation and Differentiation of the Ministry of Education, School of Life Sciences, Peking University, Beijing 100871, China.
| | - Peng R Chen
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China; Peking-Tsinghua Center for Life Sciences, Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China; Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China; Shenzhen Bay Laboratory, Shenzhen 518055, China.
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7
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Afonso CF, Marques MC, António JPM, Cordeiro C, Gois PMP, Cal PMSD, Bernardes GJL. Cysteine-Assisted Click-Chemistry for Proximity-Driven, Site-Specific Acetylation of Histones. Angew Chem Int Ed Engl 2022; 61:e202208543. [PMID: 36124857 PMCID: PMC9828500 DOI: 10.1002/anie.202208543] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Indexed: 01/12/2023]
Abstract
Post-translational modifications of histones are essential in the regulation of chromatin structure and function. Among these modifications, lysine acetylation is one of the most established. Earlier studies relied on the use of chromatin containing heterogeneous mixtures of histones acetylated at multiple sites. Differentiating the individual contribution of single acetylation events towards chromatin regulation is thus of great relevance. However, it is difficult to access homogeneous samples of histones, with a single acetylation, in sufficient quantities for such studies. By engineering histone H3 with a cysteine in proximity of the lysine of interest, we demonstrate that conjugation with maleimide-DBCO followed by a strain-promoted alkyne-azide cycloaddition reaction results in the acetylation of a single lysine in a controlled, site-specific manner. The chemical precision offered by our click-to-acetylate approach will facilitate access to and the study of acetylated histones.
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Affiliation(s)
- Cláudia F. Afonso
- Instituto de Medicina Molecular João Lobo AntunesFaculdade de MedicinaUniversidade de LisboaAvenida Professor Egas Moniz1649-028LisboaPortugal
| | - Marta C. Marques
- Instituto de Medicina Molecular João Lobo AntunesFaculdade de MedicinaUniversidade de LisboaAvenida Professor Egas Moniz1649-028LisboaPortugal
| | - João P. M. António
- Research Institute for Medicines (iMed.ULisboa)Faculdade de FarmáciaUniversidade de LisboaAv. Prof. Gama Pinto1649-003LisboaPortugal
| | - Carlos Cordeiro
- Laboratório de FT-ICR e Espectrometria de Massa EstruturalFaculdade de CiênciasUniversidade de LisboaCampo Grande1749-016LisboaPortugal
| | - Pedro M. P. Gois
- Research Institute for Medicines (iMed.ULisboa)Faculdade de FarmáciaUniversidade de LisboaAv. Prof. Gama Pinto1649-003LisboaPortugal
| | - Pedro M. S. D. Cal
- Instituto de Medicina Molecular João Lobo AntunesFaculdade de MedicinaUniversidade de LisboaAvenida Professor Egas Moniz1649-028LisboaPortugal
| | - Gonçalo J. L. Bernardes
- Instituto de Medicina Molecular João Lobo AntunesFaculdade de MedicinaUniversidade de LisboaAvenida Professor Egas Moniz1649-028LisboaPortugal,Yusuf Hamied Department of ChemistryUniversity of CambridgeLensfield RoadCB2 1EWCambridgeUK
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8
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Xie Y, Du S, Liu Z, Liu M, Xu Z, Wang X, Kee JX, Yi F, Sun H, Yao SQ. Chemical Biology Tools for Protein Lysine Acylation. Angew Chem Int Ed Engl 2022; 61:e202200303. [PMID: 35302274 DOI: 10.1002/anie.202200303] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Indexed: 01/10/2023]
Abstract
Lysine acylation plays pivotal roles in cell physiology, including DNA transcription and repair, signal transduction, immune defense, metabolism, and many other key cellular processes. Molecular mechanisms of dysregulated lysine acylation are closely involved in the pathophysiological progress of many human diseases, most notably cancers. In recent years, chemical biology tools have become instrumental in studying the function of post-translational modifications (PTMs), identifying new "writers", "erasers" and "readers", and in targeted therapies. Here, we describe key developments in chemical biology approaches that have advanced the study of lysine acylation and its regulatory proteins (2016-2021). We further discuss the discovery of ligands (inhibitors and PROTACs) that are capable of targeting regulators of lysine acylation. Next, we discuss some current challenges of these chemical biology probes and suggest how chemists and biologists can utilize chemical probes with more discriminating capacity. Finally, we suggest some critical considerations in future studies of PTMs from our perspective.
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Affiliation(s)
- Yusheng Xie
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan, 250012, China
| | - Shubo Du
- Department of Chemistry, National University of Singapore, 4 Science Drive 2, Singapore, 117544, Singapore
| | - Zhiyang Liu
- Department of Chemistry, COSDAF (Centre of Super-Diamond and Advanced Films), City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, China
| | - Min Liu
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan, 250012, China
| | - Zhiqiang Xu
- Department of Chemistry, COSDAF (Centre of Super-Diamond and Advanced Films), City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, China
| | - Xiaojie Wang
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan, 250012, China
| | - Jia Xuan Kee
- Department of Chemistry, National University of Singapore, 4 Science Drive 2, Singapore, 117544, Singapore
| | - Fan Yi
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan, 250012, China
| | - Hongyan Sun
- Department of Chemistry, COSDAF (Centre of Super-Diamond and Advanced Films), City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, China
| | - Shao Q Yao
- Department of Chemistry, National University of Singapore, 4 Science Drive 2, Singapore, 117544, Singapore
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9
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Toyobe M, Yakushiji F. Synthetic modifications of histones and their functional evaluation. Chem Asian J 2022; 17:e202200197. [PMID: 35489041 DOI: 10.1002/asia.202200197] [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] [Received: 02/28/2022] [Revised: 04/22/2022] [Indexed: 11/07/2022]
Abstract
Post-transrational modifications (PTMs) of histones play a key role in epigenetic regulation. Unraveling the roles of each epigenetic mark can provide new insights into their biological mechanisms. On the other hand, it is generally difficult to prepare homogeneously-modified histones/nucleosomes to investigate their specific functions. Therefore, synthetic approaches to acquire precisely mimicked histones/nucleosomes are in great demand, and further development of this research field is anticipated. In this review, synthetic strategies to modify histones/nucleosomes, including cysteine modifications, transformations of dehydroalanine residues and lysine acylation using a catalyst system, are cited. In addition, the functional evaluation of synthetically modified histones/nucleosomes is described.
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Affiliation(s)
- Moe Toyobe
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
| | - Fumika Yakushiji
- Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
- Center for Research and Education on Drug Discovery, Faculty of Pharmaceutical Sciences, Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
- Global Station for Biosurfaces and Drug Discovery, Global Institution for Collaborative Research and Education (GI-CoRE), Hokkaido University, Kita-12, Nishi-6, Kita-ku, Sapporo 060-0812, Japan
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10
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Xie Y, Du S, Liu Z, Liu M, Xu Z, Wang X, Kee JX, Yi F, Sun H, Yao SQ. Chemical Biology Tools for Protein Lysine Acylation. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202200303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Yusheng Xie
- Shandong University School of Basic Medical Science 250012 Jinan CHINA
| | - Shubo Du
- National University of Singapore Department of Chemistry SINGAPORE
| | - Zhiyang Liu
- City University of Hong Kong chemistry HONG KONG
| | - Min Liu
- Shandong University School of Basic Medical Sciences CHINA
| | - Zhiqiang Xu
- City University of Hong Kong Department of Chemistry HONG KONG
| | - Xiaojie Wang
- Shandong University School of Basic Medical Sciences CHINA
| | - Jia Xuan Kee
- National University of Singapore Chemistry SINGAPORE
| | - Fan Yi
- Shandong University School of basic medical sciences CHINA
| | - Hongyan Sun
- City University of Hong Kong department of chemistry HONG KONG
| | - Shao Q. Yao
- National University of Singapore Department of Chemistry 3 Science Dr. 117543 Singapore SINGAPORE
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11
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Rathman BM, Del Valle JR. Late-Stage Sidechain-to-Backbone Macrocyclization of N-Amino Peptides. Org Lett 2022; 24:1536-1540. [PMID: 35157469 DOI: 10.1021/acs.orglett.2c00204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Cysteine-containing N-amino peptides undergo chemoselective reactions with haloaldehydes to afford ethylene-bridged cyclic peptides. This bis-alkylation strategy provides macrocycles harboring a novel covalent H-bond surrogate. Mimicry of a native sidechain-to-backbone (sb) H-bond is demonstrated in the context of a model loop-helix peptide. The described method is amenable to the synthesis of diverse ring sizes from crude unprotected linear substrates under aqueous conditions.
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Affiliation(s)
- Benjamin M Rathman
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Juan R Del Valle
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, United States
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12
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Gui W, Davidson GA, Zhuang Z. Chemical methods for protein site-specific ubiquitination. RSC Chem Biol 2021; 2:450-467. [PMID: 34381999 PMCID: PMC8323803 DOI: 10.1039/d0cb00215a] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 02/02/2021] [Indexed: 12/16/2022] Open
Abstract
Ubiquitination is an important protein post-translational modification regulating many cellular processes in eukaryotes. Ubiquitination is catalyzed by a three-enzyme cascade resulting in the conjugation of the C-terminal carboxylate of ubiquitin (Ub) to the ε-amino group of a lysine residue in the acceptor protein via an isopeptide bond. In vitro enzymatic ubiquitination utilizing Ub ligases has been successfully employed to generate Ub dimers and polymers. However, limitations of the enzymatic approach exist, particularly due to the requirement of specific Ub ligase for any given target protein and the low catalytic efficiency of the Ub ligase. To achieve an in-depth understanding of the molecular mechanism of Ub signaling, new methods are needed to generate mono- and poly-ubiquitinated proteins at a specific site with defined polyubiquitin chain linkage and length. Chemical methods offer an attractive solution to the above-described challenges. In this review, we summarize the recently developed chemical methods for generating ubiquitinated proteins using synthetic and semisynthetic approaches. These new tools and approaches, as an important part of the Ub toolbox, are crucial to our understanding and exploitation of the Ub system for novel therapeutics.
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Affiliation(s)
- Weijun Gui
- Department of Chemistry and Biochemistry, University of Delaware 214A Drake Hall Newark DE 19716 USA
| | - Gregory A Davidson
- Department of Chemistry and Biochemistry, University of Delaware 214A Drake Hall Newark DE 19716 USA
| | - Zhihao Zhuang
- Department of Chemistry and Biochemistry, University of Delaware 214A Drake Hall Newark DE 19716 USA
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13
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Yao T, Przybyla JJ, Yeh P, Woodard AM, Nilsson HJ, Brandsen BM, Silverman SK. DNAzymes for amine and peptide lysine acylation. Org Biomol Chem 2021; 19:171-181. [PMID: 33150349 PMCID: PMC7790989 DOI: 10.1039/d0ob02015j] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
DNAzymes were previously identified by in vitro selection for a variety of chemical reactions, including several biologically relevant peptide modifications. However, finding DNAzymes for peptide lysine acylation is a substantial challenge. By using suitably reactive aryl ester acyl donors as the electrophiles, here we used in vitro selection to identify DNAzymes that acylate amines, including lysine side chains of DNA-anchored peptides. Some of the DNAzymes can transfer a small glutaryl group to an amino group. These results expand the scope of DNAzyme catalysis and suggest the future broader applicability of DNAzymes for sequence-selective lysine acylation of peptide and protein substrates.
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Affiliation(s)
- Tianjiong Yao
- Department of Chemistry, University of Illinois at Urbana-Champaign, 600 South Mathews Avenue, Urbana, IL 61801, USA.
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14
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Chu GC, Zhao R, Wu X, Shi J, Li YM. One-Pot Synthesis of a Bis-Thio-Acetone Linked Ubiquitinated Histones Using 1,3-Dibromoacetone. J Org Chem 2020; 85:15631-15637. [PMID: 33191736 DOI: 10.1021/acs.joc.0c01851] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Histone ubiquitination affects the structure and function of nucleosomes. Here, we reported a one-pot synthesis of ubiquitinated histone analogues using 1,3-dibromoacetone (DBA) as the cross-linking reagent. The key step is that under the acidic borate buffer, the DBA linker can be efficiently installed to the Cys of the recombinant Ub mutant, followed by the coupling between the Ub-DBA with histones at physiological pH. The process requires a single HPLC step or orthogonal affinity tag purification to obtain ubiquitinated histone at about 24-38 mg/L expression.
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Affiliation(s)
- Guo-Chao Chu
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, Anhui 230009, China.,Department of Chemistry, University of Science and Technology of China, Hefei 230026, China
| | - Rui Zhao
- Department of Chemistry, University of Science and Technology of China, Hefei 230026, China
| | - Xiangwei Wu
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, Anhui 230009, China
| | - Jing Shi
- Department of Chemistry, University of Science and Technology of China, Hefei 230026, China
| | - Yi-Ming Li
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, Anhui 230009, China
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15
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Conibear AC. Deciphering protein post-translational modifications using chemical biology tools. Nat Rev Chem 2020; 4:674-695. [PMID: 37127974 DOI: 10.1038/s41570-020-00223-8] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/27/2020] [Indexed: 02/06/2023]
Abstract
Proteins carry out a wide variety of catalytic, regulatory, signalling and structural functions in living systems. Following their assembly on ribosomes and throughout their lifetimes, most eukaryotic proteins are modified by post-translational modifications; small functional groups and complex biomolecules are conjugated to amino acid side chains or termini, and the protein backbone is cleaved, spliced or cyclized, to name just a few examples. These modifications modulate protein activity, structure, location and interactions, and, thereby, control many core biological processes. Aberrant post-translational modifications are markers of cellular stress or malfunction and are implicated in several diseases. Therefore, gaining an understanding of which proteins are modified, at which sites and the resulting biological consequences is an important but complex challenge requiring interdisciplinary approaches. One of the key challenges is accessing precisely modified proteins to assign functional consequences to specific modifications. Chemical biologists have developed a versatile set of tools for accessing specifically modified proteins by applying robust chemistries to biological molecules and developing strategies for synthesizing and ligating proteins. This Review provides an overview of these tools, with selected recent examples of how they have been applied to decipher the roles of a variety of protein post-translational modifications. Relative advantages and disadvantages of each of the techniques are discussed, highlighting examples where they are used in combination and have the potential to address new frontiers in understanding complex biological processes.
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16
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Beyer JN, Raniszewski NR, Burslem GM. Advances and Opportunities in Epigenetic Chemical Biology. Chembiochem 2020; 22:17-42. [PMID: 32786101 DOI: 10.1002/cbic.202000459] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/10/2020] [Indexed: 12/13/2022]
Abstract
The study of epigenetics has greatly benefited from the development and application of various chemical biology approaches. In this review, we highlight the key targets for modulation and recent methods developed to enact such modulation. We discuss various chemical biology techniques to study DNA methylation and the post-translational modification of histones as well as their effect on gene expression. Additionally, we address the wealth of protein synthesis approaches to yield histones and nucleosomes bearing epigenetic modifications. Throughout, we highlight targets that present opportunities for the chemical biology community, as well as exciting new approaches that will provide additional insight into the roles of epigenetic marks.
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Affiliation(s)
- Jenna N Beyer
- Department of Biochemistry and Biophysics Perelman School of Medicine, University of Pennsylvania, 422 Curie Blvd., Philadelphia, PA 19104, USA
| | - Nicole R Raniszewski
- Department of Biochemistry and Biophysics Perelman School of Medicine, University of Pennsylvania, 422 Curie Blvd., Philadelphia, PA 19104, USA
| | - George M Burslem
- Department of Biochemistry and Biophysics Perelman School of Medicine, University of Pennsylvania, 422 Curie Blvd., Philadelphia, PA 19104, USA.,Department of Cancer Biology and Epigenetics Institute Perelman School of Medicine, University of Pennsylvania, 422 Curie Blvd., Philadelphia, PA 19104, USA
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17
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Deng ZH, Ai HS, Lu CP, Li JB. The Bre1/Rad6 machinery: writing the central histone ubiquitin mark on H2B and beyond. Chromosome Res 2020; 28:247-258. [PMID: 32895784 DOI: 10.1007/s10577-020-09640-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 08/20/2020] [Accepted: 08/30/2020] [Indexed: 01/10/2023]
Abstract
Mono-ubiquitination on H2B (H2Bub1) is an evolutionarily conserved histone post-translational modification implicated in various important physiological processes including DNA replication, transcription activation, and DNA damage repair. The Bre1/Rad6 ubiquitination machinery is currently considered to be the sole writer of H2Bub1, but the mechanistic basis by which it operates is unclear. Recently, the RING-type E3 ligase Bre1 was proposed to associate with the E2 enzyme Rad6 through a novel interaction between Bre1 RBD (Rad6 binding domain) and Rad6; and the RING domain of Bre1 that is responsible for the nucleosomal acidic patch binding also interacts with Rad6 to stimulate its catalytic activity. Recent discoveries have yielded evidence for the phenomenon of liquid-liquid phase separation in the context of H2Bub1, and its regulation by other histone post-translational modifications. This review summarizes current knowledge about Bre1/Rad6-mediated H2B ubiquitination, including the physiological functions and the molecular basis for writing and regulation of this central histone ubiquitin mark. Possible models for the Bre1/Rad6 machinery bound to nucleosomes bearing different modifications in the writing step are also disclosed.
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Affiliation(s)
- Zhi-Heng Deng
- College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, China.,Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Department of Chemistry, Tsinghua University, Beijing, 100084, China
| | - Hua-Song Ai
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Department of Chemistry, Tsinghua University, Beijing, 100084, China
| | - Cheng-Piao Lu
- College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, China
| | - Jia-Bin Li
- College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, China.
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18
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Wang ZA, Cole PA. The Chemical Biology of Reversible Lysine Post-translational Modifications. Cell Chem Biol 2020; 27:953-969. [PMID: 32698016 PMCID: PMC7487139 DOI: 10.1016/j.chembiol.2020.07.002] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 06/09/2020] [Accepted: 07/01/2020] [Indexed: 12/31/2022]
Abstract
Lysine (Lys) residues in proteins undergo a wide range of reversible post-translational modifications (PTMs), which can regulate enzyme activities, chromatin structure, protein-protein interactions, protein stability, and cellular localization. Here we discuss the "writers," "erasers," and "readers" of some of the common protein Lys PTMs and summarize examples of their major biological impacts. We also review chemical biology approaches, from small-molecule probes to protein chemistry technologies, that have helped to delineate Lys PTM functions and show promise for a diverse set of biomedical applications.
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Affiliation(s)
- Zhipeng A Wang
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, 77 Avenue Louis Pasteur NRB, Boston, MA 02115, USA
| | - Philip A Cole
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, 77 Avenue Louis Pasteur NRB, Boston, MA 02115, USA.
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19
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Jiang H, D'Agostino GD, Cole PA, Dempsey DR. Selective protein N-terminal labeling with N-hydroxysuccinimide esters. Methods Enzymol 2020; 639:333-353. [PMID: 32475408 DOI: 10.1016/bs.mie.2020.04.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
In order to gain detailed insight into the biochemical behavior of proteins, researchers have developed chemical tools to incorporate new functionality into proteins beyond the canonical 20 amino acids. Important considerations regarding effective chemical modification of proteins include chemoselectivity, near stoichiometric labeling, and reaction conditions that maintain protein stability. Taking these factors into account, we discuss an N-terminal labeling strategy that employs a simple two-step "one-pot" method using N-hydroxysuccinimide (NHS) esters. The first step converts a R-NHS ester into a more chemoselective R-thioester. The second step reacts the in situ generated R-thioester with a protein that harbors an N-terminal cysteine to generate a new amide bond. This labeling reaction is selective for the N-terminus with high stoichiometry. Herein, we provide a detailed description of this method and further highlight its utility with a large protein (>100kDa) and labeling with a commonly used cyanine dye.
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Affiliation(s)
- Hanjie Jiang
- Division of Genetics, Brigham and Women's Hospital, Departments of Medicine and Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, United States; Department of Pharmacology and Molecular Sciences, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Gabriel D D'Agostino
- Division of Genetics, Brigham and Women's Hospital, Departments of Medicine and Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, United States
| | - Philip A Cole
- Division of Genetics, Brigham and Women's Hospital, Departments of Medicine and Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, United States
| | - Daniel R Dempsey
- Division of Genetics, Brigham and Women's Hospital, Departments of Medicine and Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, United States.
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20
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Bæk M, Martín‐Gago P, Laursen JS, Madsen JLH, Chakladar S, Olsen CA. Photo Cross-Linking Probes Containing ϵ-N-Thioacyllysine and ϵ-N-Acyl-(δ-aza)lysine Residues. Chemistry 2020; 26:3862-3869. [PMID: 31922630 PMCID: PMC7154546 DOI: 10.1002/chem.201905338] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 01/07/2020] [Indexed: 12/22/2022]
Abstract
Posttranslational modifications (PTMs) are important in the regulation of protein function, trafficking, localization, and marking for degradation. This work describes the development of peptide activity/affinity-based probes for the discovery of proteins that recognize novel acyl-based PTMs on lysine residues in the proteome. The probes contain surrogates of ϵ-N-acyllysine by introduction of either hydrazide or thioamide functionalities to circumvent hydrolysis of the modification during the experiments. In addition to the modified PTMs, the developed chemotypes were analyzed with respect to the effect of peptide sequence. The photo cross-linking conditions and subsequent functionalization of the covalent adducts were systematically optimized by applying fluorophore labeling and gel electrophoresis (in-gel fluorescence measurements). Finally, selected probes, containing the ϵ-N-glutaryllysine and ϵ-N-myristoyllysine analogues, were successfully applied for the enrichment of native, endogenous proteins from cell lysate, recapitulating the expected interactions of SIRT5 and SIRT2, respectively. Interestingly, the latter mentioned was able to pull down two different splice variants of SIRT2, which has not been achieved with a covalent probe before. Based on this elaborate proof-of-concept study, we expect that the technology will have broad future applications for pairing of novel PTMs with the proteins that target them in the cell.
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Affiliation(s)
- Michael Bæk
- Center for Biopharmaceuticals &, Department of Drug Design and PharmacologyFaculty of Health and Medical SciencesUniversity of CopenhagenUniversitetsparken 22100CopenhagenDenmark
| | - Pablo Martín‐Gago
- Center for Biopharmaceuticals &, Department of Drug Design and PharmacologyFaculty of Health and Medical SciencesUniversity of CopenhagenUniversitetsparken 22100CopenhagenDenmark
| | - Jonas S. Laursen
- Center for Biopharmaceuticals &, Department of Drug Design and PharmacologyFaculty of Health and Medical SciencesUniversity of CopenhagenUniversitetsparken 22100CopenhagenDenmark
| | - Julie L. H. Madsen
- Center for Biopharmaceuticals &, Department of Drug Design and PharmacologyFaculty of Health and Medical SciencesUniversity of CopenhagenUniversitetsparken 22100CopenhagenDenmark
| | - Saswati Chakladar
- Center for Biopharmaceuticals &, Department of Drug Design and PharmacologyFaculty of Health and Medical SciencesUniversity of CopenhagenUniversitetsparken 22100CopenhagenDenmark
| | - Christian A. Olsen
- Center for Biopharmaceuticals &, Department of Drug Design and PharmacologyFaculty of Health and Medical SciencesUniversity of CopenhagenUniversitetsparken 22100CopenhagenDenmark
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21
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Abstract
Expressed protein ligation is a method of protein semisynthesis and typically involves the reaction of recombinant protein C-terminal thioesters with N-cysteine containing synthetic peptides in a chemoselective ligation. The recombinant protein C-terminal thioesters are produced by exploiting the action of nature's inteins which are protein modules that catalyze protein splicing. This chapter discusses the basic principles of expressed protein ligation and recent advances and applications in this protein semisynthesis field. Comparative strengths and weaknesses of the method and future challenges are highlighted.
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Affiliation(s)
- Zhipeng A Wang
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Philip A Cole
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA.
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22
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Chu GC, Hua X, Zuo C, Chen CC, Meng XB, Zhang Z, Fu Y, Shi J, Li YM. Efficient Semi-Synthesis of Atypical Ubiquitin Chains and Ubiquitin-Based Probes Forged by Thioether Isopeptide Bonds. Chemistry 2019; 25:16668-16675. [PMID: 31625216 DOI: 10.1002/chem.201904010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 10/16/2019] [Indexed: 01/24/2023]
Abstract
The development of powerful and general methods to acquire ubiquitin (Ub) chains has prompted the deciphering of Ub-mediated processes. Herein, the cysteine-aminoethylation assisted chemical ubiquitination (CAACU) strategy is extended and improved to enable the efficient semi-synthesis of atypical Ub chain analogues and Ub-based probes. Combining the Cys aminoethylation and the auxiliary-mediated protein ligation, several linkage- and length-defined atypical Ub chains including di-Ubs, K27C-linked tri-Ub, K11/K48C-branched tri-Ub, and even the SUMOlated Ub are successfully prepared from recombinantly expressed starting materials at about a 9-20 mg L-1 expression level. In addition, the utility of this strategy is demonstrated with the synthesis of a novel non-hydrolyzable di-Ub PA probe, which may provide a new useful tool for the mechanistic studies of deubiquitinase (DUB) recognition.
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Affiliation(s)
- Guo-Chao Chu
- Department of Chemistry, University of Science and Technology of China, Hefei, 230026, P. R. China
| | - Xiao Hua
- Department of Chemistry, University of Science and Technology of China, Hefei, 230026, P. R. China
| | - Chong Zuo
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for, Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, Anhui, 230009, P. R. China
| | - Chen-Chen Chen
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for, Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, Anhui, 230009, P. R. China
| | - Xian-Bin Meng
- National Protein Science Technology Center, Tsinghua University, Beijing, 100084, P. R. China
| | - Zhongping Zhang
- Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei, Anhui, 230031, P. R. China
| | - Yao Fu
- Department of Chemistry, University of Science and Technology of China, Hefei, 230026, P. R. China
| | - Jing Shi
- Department of Chemistry, University of Science and Technology of China, Hefei, 230026, P. R. China
| | - Yi-Ming Li
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for, Major Diseases of Anhui Higher Education Institutes, Hefei University of Technology, Hefei, Anhui, 230009, P. R. China
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23
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Liang J, Gong Q, Li Y, Zheng Y, Zheng JS, Tian C, Li JB. Thiirane linkers directed histone H2A diubiquitination suggests plasticity in 53BP1 recognition. Chem Commun (Camb) 2019; 55:12639-12642. [PMID: 31580339 DOI: 10.1039/c9cc05526f] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Polyubiquitination with diverse linkages on histones provides another layer of accuracy and complexity for epigenetic regulation, which is rarely studied. Herein, K27 or K48-diubiquitin modified H2A analogues were chemically synthesized using thiirane linkers. These permitted in vitro binding studies suggested the plasticity of ubiquitin chains in 53BP1 recognition.
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Affiliation(s)
- Jun Liang
- Hefei National Laboratory for Physical Sciences at the Microscale and School of Life Science, University of Science and Technology of China, Hefei 230026, China.
| | - Qingyue Gong
- Hefei National Laboratory for Physical Sciences at the Microscale and School of Life Science, University of Science and Technology of China, Hefei 230026, China. and Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, China.
| | - Ying Li
- Hefei National Laboratory for Physical Sciences at the Microscale and School of Life Science, University of Science and Technology of China, Hefei 230026, China.
| | - Yong Zheng
- Hefei National Laboratory for Physical Sciences at the Microscale and School of Life Science, University of Science and Technology of China, Hefei 230026, China.
| | - Ji-Shen Zheng
- Hefei National Laboratory for Physical Sciences at the Microscale and School of Life Science, University of Science and Technology of China, Hefei 230026, China.
| | - Changlin Tian
- Hefei National Laboratory for Physical Sciences at the Microscale and School of Life Science, University of Science and Technology of China, Hefei 230026, China.
| | - Jia-Bin Li
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, China.
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24
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Musselman CA, Kutateladze TG. Strategies for Generating Modified Nucleosomes: Applications within Structural Biology Studies. ACS Chem Biol 2019; 14:579-586. [PMID: 30817115 DOI: 10.1021/acschembio.8b01049] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Post-translational modifications on histone proteins play critical roles in the regulation of chromatin structure and all DNA-templated processes. Accumulating evidence suggests that these covalent modifications can directly alter chromatin structure, or they can modulate activities of chromatin-modifying and -remodeling factors. Studying these modifications in the context of the nucleosome, the basic subunit of chromatin, is thus of great interest; however, the generation of specifically modified nucleosomes remains challenging. This is especially problematic for most structural biology approaches in which a large amount of material is often needed. Here we discuss the strategies currently available for generation of these substrates. We in particular focus on novel ideas and discuss challenges in the application to structural biology studies.
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Affiliation(s)
- Catherine A. Musselman
- Department of Biochemistry, University of Iowa Carver College of Medicine, Iowa City, Iowa 52246, United States
| | - Tatiana G. Kutateladze
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, Colorado 80045, United States
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25
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Zhao H, Winogradoff D, Dalal Y, Papoian GA. The Oligomerization Landscape of Histones. Biophys J 2019; 116:1845-1855. [PMID: 31005236 DOI: 10.1016/j.bpj.2019.03.021] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 03/06/2019] [Accepted: 03/14/2019] [Indexed: 12/29/2022] Open
Abstract
In eukaryotes, DNA is packaged within nucleosomes. The DNA of each nucleosome is typically centered around an octameric histone protein core: one central tetramer plus two separate dimers. Studying the assembly mechanisms of histones is essential for understanding the dynamics of entire nucleosomes and higher-order DNA packaging. Here, we investigate canonical histone assembly and that of the centromere-specific histone variant, centromere protein A (CENP-A), using molecular dynamics simulations. We quantitatively characterize their thermodynamical and dynamical features, showing that two H3/H4 dimers form a structurally floppy, weakly bound complex, the latter exhibiting large instability around the central interface manifested via a swiveling motion of two halves. This finding is consistent with the recently observed DNA handedness flipping of the tetrasome. In contrast, the variant CENP-A encodes distinctive stability to its tetramer with a rigid but twisted interface compared to the crystal structure, implying diverse structural possibilities of the histone variant. Interestingly, the observed tetramer dynamics alter significantly and appear to reach a new balance when H2A/H2B dimers are present. Furthermore, we found that the preferred structure for the (CENP-A/H4)2 tetramer is incongruent with the octameric structure, explaining many of the unusual dynamical behaviors of the CENP-A nucleosome. In all, these data reveal key mechanistic insights and structural details for the assembly of canonical and variant histone tetramers and octamers, providing theoretical quantifications and physical interpretations for longstanding and recent experimental observations. Based on these findings, we propose different chaperone-assisted binding and nucleosome assembly mechanisms for the canonical and CENP-A histone oligomers.
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Affiliation(s)
- Haiqing Zhao
- Biophysics Program, Institute for Physical Science and Technology, University of Maryland, College Park, Maryland; Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - David Winogradoff
- Chemical Physics Program, Institute for Physical Science and Technology
| | - Yamini Dalal
- Laboratory of Receptor Biology and Gene Expression, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
| | - Garegin A Papoian
- Biophysics Program, Institute for Physical Science and Technology, University of Maryland, College Park, Maryland; Chemical Physics Program, Institute for Physical Science and Technology; Department of Chemistry and Biochemistry, University of Maryland, College Park, Maryland.
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AKTivation mechanisms. Curr Opin Struct Biol 2019; 59:47-53. [PMID: 30901610 DOI: 10.1016/j.sbi.2019.02.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 02/06/2019] [Accepted: 02/08/2019] [Indexed: 12/21/2022]
Abstract
Akt1-3 (Akt) are a subset of the AGC protein Ser/Thr kinase family and play important roles in cell growth, metabolic regulation, cancer, and other diseases. We describe some of the roles of Akt in cell signaling and the biochemical and structural mechanisms of the regulation of Akt catalysis by the phospholipid PIP3 and by phosphorylation. Recent findings highlight a diverse set of strategies to control Akt catalytic activity to ensure its normal biological functions.
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Morgan M, Jbara M, Brik A, Wolberger C. Semisynthesis of ubiquitinated histone H2B with a native or nonhydrolyzable linkage. Methods Enzymol 2019; 618:1-27. [PMID: 30850047 DOI: 10.1016/bs.mie.2019.01.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Posttranslational modifications of histone proteins regulate all biological processes requiring access to DNA. Monoubiquitination of histone H2B is a mark of actively transcribed genes in all eukaryotes that also plays a role in DNA replication and repair. Solution and structural studies of the mechanism by which histone ubiquitination modulates these processes depend on the ability to generate homogeneous preparations of nucleosomes containing ubiquitin conjugated to a specific lysine residue. We describe here methods for generating milligram quantities of histone H2B with ubiquitin (Ub) conjugated to Lys 120 via either a nonhydrolyzable, dichloroacetone linkage or a cleavable isopeptide bond. H2B-Ub with an isopeptide linkage is generated by a combination of intein-fusion protein derivatization and native chemical ligation, yielding a fully native ubiquitinated lysine that can be cleaved by Ub isopeptidases. We also describe how to reconstitute nucleosomes containing ubiquitinated H2B.
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Affiliation(s)
- Michael Morgan
- Department of Biophysics and Biophysical Chemistry, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Muhammad Jbara
- Schulich Faculty of Chemistry, Technion-Israel Institute of Technology, Haifa, Israel
| | - Ashraf Brik
- Schulich Faculty of Chemistry, Technion-Israel Institute of Technology, Haifa, Israel
| | - Cynthia Wolberger
- Department of Biophysics and Biophysical Chemistry, The Johns Hopkins University School of Medicine, Baltimore, MD, United States.
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Akhter P, Ashiq U, Jamal RA, Shaikh Z, Mahroof-Tahir M, Lateef M, Badar R. Chemistry, Alpha-glucosidase and Radical Scavenging Properties of Uranyl(VI) Hydrazide Complexes. Med Chem 2019; 15:923-936. [PMID: 30760191 DOI: 10.2174/1573406415666190213101044] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Revised: 01/15/2019] [Accepted: 01/28/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Antioxidant, anti-inflammatory, antiviral and antitumoral activities among others are essential characteristics in the development of novel therapeutic compounds. Acid hydrazides can form complexation with certain metal ions that positively enhance these biological characteristics. OBJECTIVE Five new complexes of uranium with hydrazide ligands were synthesized at room temperature. METHODS The characterization was done by spectroscopic methods (ESI-Mass, IR, 1H-NMR, 13CNMR), CHN analysis and conductivity measurements. Metal complexes along with their respective ligands were further screened for their antioxidant (DPPH, superoxide and nitric oxide free radicals) properties and enzyme inhibition (α-glucosidase) activities. RESULTS Elemental and spectral data indicate octahedral geometry around uranyl (UO2 2+) species. Magnetic moments indicate the diamagnetic nature of uranyl(VI) ion in the complex in solid state. IC50 values showed potential antioxidant behavior of uranyl complexes demonstrating interesting structure-activity relationships. In general, hydrazide ligands were not active against superoxide and nitric oxide radicals while varying degree of results were observed against DPPH radical whereas all uranyl-complexes showed promising radical scavenging activities against all of them. Promising inhibitory potential was displayed by UO2 +2 hydrazide complexes against α- glucosidases whereas free hydrazide ligands were inactive. CONCLUSION Structure function relationship demonstrates that the nature of ligand, position of substituent, electronic and steric effects are significant factors affecting the radical scavenging and enzyme inhibition activities of the compounds.
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Affiliation(s)
- Parveen Akhter
- Department of Chemistry, University of Karachi, Karachi 75270, Pakistan
| | - Uzma Ashiq
- Department of Chemistry, University of Karachi, Karachi 75270, Pakistan
| | - Rifat A Jamal
- Department of Chemistry, University of Karachi, Karachi 75270, Pakistan
| | - Zara Shaikh
- Department of Chemistry, University of Karachi, Karachi 75270, Pakistan
| | | | - Mehreen Lateef
- Multi Disciplinary Research Lab, Bahria University Medical and Dental College, Karachi, Pakistan
| | - Rooma Badar
- Department of Chemistry, University of Karachi, Karachi 75270, Pakistan
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Chu GC, Pan M, Li J, Liu S, Zuo C, Tong ZB, Bai JS, Gong Q, Ai H, Fan J, Meng X, Huang YC, Shi J, Deng H, Tian C, Li YM, Liu L. Cysteine-Aminoethylation-Assisted Chemical Ubiquitination of Recombinant Histones. J Am Chem Soc 2019; 141:3654-3663. [PMID: 30758956 DOI: 10.1021/jacs.8b13213] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Histone ubiquitination affects the structure and function of nucleosomes through tightly regulated dynamic reversible processes. The efficient preparation of ubiquitinated histones and their analogs is important for biochemical and biophysical studies on histone ubiquitination. Here, we report the CAACU (cysteine-aminoethylation assisted chemical ubiquitination) strategy for the efficient synthesis of ubiquitinated histone analogs. The key step in the CAACU strategy is the installation of an N-alkylated 2-bromoethylamine derivative into a recombinant histone through cysteine aminoethylation, followed by native chemical ligation assisted by Seitz's auxiliary to produce mono- and diubiquitin (Ub) and small ubiquitin-like modifier (SUMO) modified histone analogs. This approach enables the rapid production of modified histones from recombinant proteins at about 1.5-6 mg/L expression. The thioether-containing isopeptide bonds in the products are chemically stable and bear only one atomic substitution in the structure, compared to their native counterparts. The ubiquitinated histone analogs prepared by CAACU can be readily reconstituted into nucleosomes and selectively recognized by relevant interacting proteins. The thioether-containing isopeptide bonds can also be recognized and hydrolyzed by deubiquitinases (DUBs). Cryo-electron microscopy (cryo-EM) of the nucleosome containing H2BKC34Ub indicated that the obtained CAACU histones were of good quality for structural studies. Collectively, this work exemplifies the utility of the CAACU strategy for the simple and efficient production of homogeneous ubiquitinated and SUMOylated histones for biochemical and biophysical studies.
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Affiliation(s)
- Guo-Chao Chu
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China.,School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes , Hefei University of Technology , Hefei 230009 , China
| | - Man Pan
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China
| | | | | | - Chong Zuo
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China.,School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes , Hefei University of Technology , Hefei 230009 , China
| | - Ze-Bin Tong
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China.,School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes , Hefei University of Technology , Hefei 230009 , China
| | - Jing-Si Bai
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes , Hefei University of Technology , Hefei 230009 , China
| | | | - Huasong Ai
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China
| | | | - Xianbin Meng
- MOE Key Laboratory of Bioinformatics, School of Life Sciences , Tsinghua University , Beijing 100084 , China
| | - Yi-Chao Huang
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China
| | | | - Haiteng Deng
- MOE Key Laboratory of Bioinformatics, School of Life Sciences , Tsinghua University , Beijing 100084 , China
| | | | - Yi-Ming Li
- School of Food and Biological Engineering, Key Laboratory of Metabolism and Regulation for Major Diseases of Anhui Higher Education Institutes , Hefei University of Technology , Hefei 230009 , China
| | - Lei Liu
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, State Key Laboratory of Chemical Oncogenomics (Shenzhen), Department of Chemistry , Tsinghua University , Beijing 100084 , China
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