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Xiao Y, Awasthee N, Liu Y, Meng C, He MY, Hale S, Karki R, Lin Z, Mosterio M, Garcia BA, Kridel R, Liao D, Zheng G. Discovery of a Highly Potent and Selective HDAC8 Degrader: Advancing the Functional Understanding and Therapeutic Potential of HDAC8. J Med Chem 2024; 67:12784-12806. [PMID: 38949959 DOI: 10.1021/acs.jmedchem.4c00761] [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: 07/03/2024]
Abstract
HDAC8 plays crucial roles in biological processes, from gene regulation to cell motility, making it a highly desirable target for therapeutic intervention. HDAC8 also has deacetylase-independent activity which cannot be blocked by a conventional inhibitor. In this study, we report the discovery of YX862, a highly potent and selective hydrazide-based HDAC8-proteolysis targeting chimera (PROTAC) degrader. The selectivity is achieved through rational design of the warhead to spare HDAC3 activity from the previous HDAC3/8 dual degrader YX968. We demonstrate that the degradation of HDAC8 by YX862 increases acetylation levels of its nonhistone substrates such as SMC3 without significantly triggering histone PTM, supporting HDAC8's major role in nonhistone PTM regulation. YX862 exhibits promising on-target antiproliferative activity against DLBCL cells with higher potency than the HDAC8 selective inhibitor PCI-34051. As a selective HDAC8 degrader that avoids pan-HDAC inhibition, YX862 represents a valuable tool for exploring the biological and therapeutic potential of HDAC8.
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Affiliation(s)
- Yufeng Xiao
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, Florida 32610, United States
| | - Nikee Awasthee
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida, Gainesville, Florida 32610, United States
| | - Yi Liu
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, Florida 32610, United States
| | - Chengcheng Meng
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida, Gainesville, Florida 32610, United States
| | - Michael Y He
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Seth Hale
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida, Gainesville, Florida 32610, United States
| | - Rashmi Karki
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Zongtao Lin
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Megan Mosterio
- Department of Chemistry, University of Florida, Gainesville, Florida 32610, United States
| | - Benjamin A Garcia
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Robert Kridel
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
| | - Daiqing Liao
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida, Gainesville, Florida 32610, United States
| | - Guangrong Zheng
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida, Gainesville, Florida 32610, United States
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2
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Asmamaw MD, He A, Zhang LR, Liu HM, Gao Y. Histone deacetylase complexes: Structure, regulation and function. Biochim Biophys Acta Rev Cancer 2024; 1879:189150. [PMID: 38971208 DOI: 10.1016/j.bbcan.2024.189150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 06/07/2024] [Accepted: 07/01/2024] [Indexed: 07/08/2024]
Abstract
Histone deacetylases (HDACs) are key epigenetic regulators, and transcriptional complexes with deacetylase function are among the epigenetic corepressor complexes in the nucleus that target the epigenome. HDAC-bearing corepressor complexes such as the Sin3 complex, NuRD complex, CoREST complex, and SMRT/NCoR complex are common in biological systems. These complexes activate the otherwise inactive HDACs in a solitary state. HDAC complexes play vital roles in the regulation of key biological processes such as transcription, replication, and DNA repair. Moreover, deregulated HDAC complex function is implicated in human diseases including cancer. Therapeutic strategies targeting HDAC complexes are being sought actively. Thus, illustration of the nature and composition of HDAC complexes is vital to understanding the molecular basis of their functions under physiologic and pathologic conditions, and for designing targeted therapies. This review presents key aspects of large multiprotein HDAC-bearing complexes including their structure, function, regulatory mechanisms, implication in disease development, and role in therapeutics.
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Affiliation(s)
- Moges Dessale Asmamaw
- Department of Pharmacology, School of Basic Medical Sciences, State Key Laboratory for Esophageal Cancer Prevention and Treatment, Zhengzhou University, Zhengzhou, Henan Province 450001, China
| | - Ang He
- Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Collaborative Innovation Center of New Drug Research and Safety Evaluation, Henan Province, Key Laboratory of Henan Province for Drug Quality and Evaluation, Institute of Drug Discovery and Development, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan Province 450001, China
| | - Li-Rong Zhang
- Department of Pharmacology, School of Basic Medical Sciences, State Key Laboratory for Esophageal Cancer Prevention and Treatment, Zhengzhou University, Zhengzhou, Henan Province 450001, China.
| | - Hong-Min Liu
- Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Collaborative Innovation Center of New Drug Research and Safety Evaluation, Henan Province, Key Laboratory of Henan Province for Drug Quality and Evaluation, Institute of Drug Discovery and Development, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan Province 450001, China.
| | - Ya Gao
- Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Collaborative Innovation Center of New Drug Research and Safety Evaluation, Henan Province, Key Laboratory of Henan Province for Drug Quality and Evaluation, Institute of Drug Discovery and Development, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan Province 450001, China.
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3
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Denijs E, Unal K, Bevernaege K, Kasmi S, De Geest BG, Winne JM. Thermally Triggered Triazolinedione-Tyrosine Bioconjugation with Improved Chemo- and Site-Selectivity. J Am Chem Soc 2024; 146:12672-12680. [PMID: 38683141 DOI: 10.1021/jacs.4c02173] [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: 05/01/2024]
Abstract
A bioconjugation strategy is reported that allows the derivatization of tyrosine side chains through triazolinedione-based "Y-clicking". Blocked triazolinedione reagents were developed that, in contrast to classical triazolinedione reagents, can be purified before use, can be stored for a long time, and allow functionalization with a wider range of cargoes and labels. These reagents are bench-stable at room temperature but steadily release highly reactive triazolinediones upon heating to 40 °C in buffered media at physiological pH, showing a sharp temperature response over the 0 to 40 °C range. This conceptually interesting strategy, which is complementary to existing photo- or electrochemical bioorthogonal bond-forming methods, not only avoids the classical synthesis and handling difficulties of these highly reactive click-like reagents but also markedly improves the selectivity profile of the tyrosine conjugation reaction itself. It avoids oxidative damage and "off-target" tryptophan labeling, and it even improves site-selectivity in discriminating between different tyrosine side chains on the same protein or different polypeptide chains. In this research article, we describe the stepwise development of these reagents, from their short and modular synthesis to small-molecule model bioconjugation studies and proof-of-principle bioorthogonal chemistry on peptides and proteins.
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Affiliation(s)
- Elias Denijs
- Department of Organic and Macromolecular Chemistry, Faculty of Sciences, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
| | - Kamil Unal
- Department of Organic and Macromolecular Chemistry, Faculty of Sciences, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
| | - Kevin Bevernaege
- Department of Organic and Macromolecular Chemistry, Faculty of Sciences, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
| | - Sabah Kasmi
- Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Bruno G De Geest
- Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Johan M Winne
- Department of Organic and Macromolecular Chemistry, Faculty of Sciences, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
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4
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Huang Y, Zhai G, Fu Y, Li Y, Zang Y, Lin Y, Zhang K. A proximity labeling-based orthogonal trap strategy identifies HDAC8 promotes cell motility by modulating cortactin acetylation. Cell Chem Biol 2024; 31:514-522.e4. [PMID: 38460516 DOI: 10.1016/j.chembiol.2024.02.003] [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: 04/19/2023] [Revised: 12/14/2023] [Accepted: 02/16/2024] [Indexed: 03/11/2024]
Abstract
It is a challenge for the traditional affinity methods to capture transient interactions of enzyme-post-translational modification (PTM) substrates in vivo. Herein we presented a strategy termed proximity labeling-based orthogonal trap approach (ProLORT), relying upon APEX2-catalysed proximity labeling and an orthogonal trap pipeline as well as quantitative proteomics to directly investigate the transient interactome of enzyme-PTM substrates in living cells. As a proof of concept, ProLORT allows for robust evaluation of a known HDAC8 substrate, histone H3K9ac. By leveraging this approach, we identified numerous of putative acetylated proteins targeted by HDAC8, and further confirmed CTTN as a bona fide substrate in vivo. Next, we demonstrated that HDAC8 facilitates cell motility via deacetylation of CTTN at lysine 144 that attenuates its interaction with F-actin, expanding the underlying regulatory mechanisms of HDAC8. We developed a general strategy to profile the transient enzyme-substrate interactions mediated by PTMs, providing a powerful tool for identifying the spatiotemporal PTM-network regulated by enzymes in living cells.
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Affiliation(s)
- Yepei Huang
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Medical Epigenetics, Department of Biochemistry and Molecular Biology, Tianjin Medical University, Tianjin 300070, China; Laboratory of Biochemistry and Molecular Biology Research, Department of Clinical Laboratory, Fujian Medical University Cancer Hospital, No. 420 Fuma Road, Jin'an District, Fuzhou 350014, Fujian Province, China
| | - Guijin Zhai
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Medical Epigenetics, Department of Biochemistry and Molecular Biology, Tianjin Medical University, Tianjin 300070, China.
| | - Yun Fu
- Fujian Provincial Sperm bank, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou 350005, Fujian Province, China
| | - Yanan Li
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Medical Epigenetics, Department of Biochemistry and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Yong Zang
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Medical Epigenetics, Department of Biochemistry and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Yu Lin
- Department of Surgery, University of Michigan Medical Center, Ann Arbor, MI 48109, United States.
| | - Kai Zhang
- The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Medical Epigenetics, Department of Biochemistry and Molecular Biology, Tianjin Medical University, Tianjin 300070, China.
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5
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Hu H, Hu W, Guo AD, Zhai L, Ma S, Nie HJ, Zhou BS, Liu T, Jia X, Liu X, Yao X, Tan M, Chen XH. Spatiotemporal and direct capturing global substrates of lysine-modifying enzymes in living cells. Nat Commun 2024; 15:1465. [PMID: 38368419 PMCID: PMC10874396 DOI: 10.1038/s41467-024-45765-3] [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: 12/13/2023] [Accepted: 02/04/2024] [Indexed: 02/19/2024] Open
Abstract
Protein-modifying enzymes regulate the dynamics of myriad post-translational modification (PTM) substrates. Precise characterization of enzyme-substrate associations is essential for the molecular basis of cellular function and phenotype. Methods for direct capturing global substrates of protein-modifying enzymes in living cells are with many challenges, and yet largely unexplored. Here, we report a strategy to directly capture substrates of lysine-modifying enzymes via PTM-acceptor residue crosslinking in living cells, enabling global profiling of substrates of PTM-enzymes and validation of PTM-sites in a straightforward manner. By integrating enzymatic PTM-mechanisms, and genetically encoding residue-selective photo-crosslinker into PTM-enzymes, our strategy expands the substrate profiles of both bacterial and mammalian lysine acylation enzymes, including bacterial lysine acylases PatZ, YiaC, LplA, TmcA, and YjaB, as well as mammalian acyltransferases GCN5 and Tip60, leading to discovery of distinct yet functionally important substrates and acylation sites. The concept of direct capturing substrates of PTM-enzymes via residue crosslinking may extend to the other types of amino acid residues beyond lysine, which has the potential to facilitate the investigation of diverse types of PTMs and substrate-enzyme interactive proteomics.
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Affiliation(s)
- Hao Hu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Wei Hu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - An-Di Guo
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Linhui Zhai
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
- Translational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, Shanghai, 200434, China
| | - Song Ma
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Hui-Jun Nie
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Bin-Shan Zhou
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Tianxian Liu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Xinglong Jia
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Xing Liu
- MOE Key Laboratory for Cellular Dynamics and Hefei National Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, 230026, China
| | - Xuebiao Yao
- MOE Key Laboratory for Cellular Dynamics and Hefei National Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, 230026, China
| | - Minjia Tan
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, Guangdong, 528400, China.
| | - Xiao-Hua Chen
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, 310024, China.
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6
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Kuwik J, Hinkelman K, Waldman M, Stepler KE, Wagner S, Arora S, Chernenkoff S, Cabalteja C, Sidoli S, Robinson RAS, Islam K. Activity Guided Azide-methyllysine Photo-trapping for Substrate Profiling of Lysine Demethylases. J Am Chem Soc 2023; 145:21066-21076. [PMID: 37703462 PMCID: PMC10540216 DOI: 10.1021/jacs.3c07299] [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: 07/10/2023] [Indexed: 09/15/2023]
Abstract
Reversible post-translational modifications (PTMs) are key to establishing protein-protein and protein-nucleic acid interactions that govern a majority of the signaling pathways in cells. Sequence-specific PTMs are catalyzed by transferases, and their removal is carried out by a class of reverse-acting enzymes termed "detransferases". Currently available chemoproteomic approaches have been valuable in characterizing substrates of transferases. However, proteome-wide cataloging of the substrates of detransferases is challenging, mostly due to the loss of the epitope, rendering immunoprecipitation and activity-based methods ineffective. Herein, we develop a general chemoproteomic strategy called crosslinking-assisted substrate identification (CASI) for systematic characterization of cellular targets of detransferases and successfully apply it to lysine demethylases (KDMs) which catalyze the removal of methyl groups from lysine sidechain in histones to modulate gene transcription. By setting up a targeted azido-methylamino photo-reaction deep inside the active site of KDM4, engineered to carry p-azido phenylalanine, we reveal a novel "demethylome" that has escaped the traditional methods. The proteomic survey led to the identification of a battery of nonhistone substrates of KDM4, extending the biological footprint of KDM4 beyond its canonical functions in gene transcription. A notable finding of KDM4A-mediated demethylation of an evolutionarily conserved lysine residue in eukaryotic translational initiation factor argues for a much broader role of KDM4A in ribosomal processes. CASI, representing a substantive departure from earlier approaches by shifting focus from simple peptide-based probes to employing full-length photo-activatable demethylases, is poised to be applied to >400 human detransferases, many of which have remained poorly understood due to the lack of knowledge about their cellular targets.
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Affiliation(s)
- Jordan Kuwik
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Kathryn Hinkelman
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Megan Waldman
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Kaitlyn E. Stepler
- Department
of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Shana Wagner
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Simran Arora
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Sasha Chernenkoff
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Chino Cabalteja
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Simone Sidoli
- Albert
Einstein College of Medicine, Bronx, New York 10461, United States
| | - Renã AS Robinson
- Department
of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Kabirul Islam
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
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7
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Toro TB, Bornes KE, Watt TJ. Lysine Deacetylase Substrate Selectivity: Distinct Interaction Surfaces Drive Positive and Negative Selection for Residues Following Acetyllysine. Biochemistry 2023; 62:1464-1483. [PMID: 37043688 PMCID: PMC10157890 DOI: 10.1021/acs.biochem.3c00001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
Lysine acetylation is a post-translational modification that is reversed by lysine deacetylases (KDACs). The goal of this work was to identify determinants of substrate specificity for KDACs, focusing on short-range interactions occurring with residues immediately following the acetyllysine. Using a fluorescence-based in vitro assay, we determined the activity for each enzyme with a limited panel of derivative substrate peptides, revealing a distinct reactivity profile for each enzyme. We mapped the interaction surface for KDAC6, KDAC8, and KDAC1 with the +1 and +2 substrate residues (with respect to acetyllysine) based on enzyme-substrate interaction pairs observed in molecular dynamics simulations. Characteristic residues in each KDAC interact preferentially with particular substrate residues and correlate with either enhanced or inhibited activity. Although nonpolar aromatic residues generally enhanced activity with all KDACs, the manner in which each enzyme interacted with these residues is distinct. Furthermore, each KDAC has distinctive interactions that correlate with lower activity, primarily ionic in nature. KDAC8 exhibited the most diverse and widest range of effects, while KDAC6 was sensitive only to the +1 position and KDAC1 selectivity was primarily driven by negative selection. The substrate preferences were validated for KDAC6 and KDAC8 using a set of peptides derived from known acetylated proteins. Overall, we determined how KDAC6, KDAC8, and KDAC1 achieve substrate specificity with residues following the acetyllysine. These new insights into KDAC specificity will be critical for identifying novel substrates of particular KDACs, designing KDAC-specific inhibitors, and demonstrate a general framework for understanding substrate specificity for other enzyme classes.
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Affiliation(s)
- Tasha B Toro
- Department of Chemistry, Xavier University of Louisiana, 1 Drexel Drive, New Orleans, Louisiana 70125-1098, United States
| | - Kiara E Bornes
- Department of Chemistry, Xavier University of Louisiana, 1 Drexel Drive, New Orleans, Louisiana 70125-1098, United States
| | - Terry J Watt
- Department of Chemistry, Xavier University of Louisiana, 1 Drexel Drive, New Orleans, Louisiana 70125-1098, United States
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8
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Herath KE, Kodikara IKM, Pflum MKH. Proteomics-based trapping with single or multiple inactive mutants reproducibly profiles histone deacetylase 1 substrates. J Proteomics 2023; 274:104807. [PMID: 36587730 DOI: 10.1016/j.jprot.2022.104807] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/31/2022]
Abstract
Histone deacetylase 1 (HDAC1) plays a key role in diverse cellular processes. With the aberrant expression of HDAC1 linked to many diseases, including cancers, HDAC inhibitors have been used successfully as therapeutics. HDAC1 has been predominantly associated with histone deacetylation and gene expression. Recently, non-histone substrates have revealed diverse roles of HDAC1 beyond epigenetics. To augment discovery of non-histone substrates, we introduced "substrate trapping" to enrich HDAC1 substrates using an inactive mutant. Herein, we performed a series of proteomics studies to test the robustness of HDAC1 substrate trapping. Based on our recent results documenting that different HDAC1 mutants preferentially bound different substrates, which suggested that multiple mutants could be used for efficient trapping, trapping with three single point mutants simultaneously identified several potential substrates uniquely compared to a single mutant alone. However, a greater number of biologically interesting hits were observed using only a single mutant, which suggests that the C151A HDAC1 mutant is the optimal trap. Importantly, comparing independent trials with a single mutant performed by different experimentalists and HEK293 cell populations, trapping was robust and reproducible. Based on the reproducible trapping data, carnosine N-methyltransferase 1 (CARNMT1) was validated as an HDAC1 substrate. The data document that mutant trapping is an effective method for discovery of unanticipated HDAC substrates. SIGNIFICANCE: Histone deacetylase (HDAC) proteins are well established epigenetic transcriptional regulators that deacetylate histone substrates to control gene expression. More recently, deacetylation of non-histone substrates has linked HDAC activity to functions outside of epigenetics. Given the use of HDAC inhibitor drugs as anti-cancer therapeutics, understanding the full functions of HDAC proteins in cell biology is essential to future drug design. To discover unanticipated non-histone substrates and further characterize HDAC functions, inactive mutants have been used to "trap" putative substrates, which were identified with mass spectrometry-based proteomics analysis. Here multiple trapping studies were performed to test the robustness of using inactive mutants and proteomics for HDAC substrate discovery. The data confirm the value of trapping mutants as effective tools to discover HDAC substrates and link HDAC activity to unexpected biological functions.
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Affiliation(s)
- Kavinda E Herath
- Department of Chemistry, Wayne State University, 5101 Cass Ave, Detroit, MI 48202, United States of America
| | - Ishadi K M Kodikara
- Department of Chemistry, Wayne State University, 5101 Cass Ave, Detroit, MI 48202, United States of America
| | - Mary Kay H Pflum
- Department of Chemistry, Wayne State University, 5101 Cass Ave, Detroit, MI 48202, United States of America.
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9
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Zhou X, Chen H, Shi Y, Li J, Ma X, Du L, Hu Y, Tao M, Zhong Q, Yan D, Zhuang S, Liu N. Histone deacetylase 8 inhibition prevents the progression of peritoneal fibrosis by counteracting the epithelial-mesenchymal transition and blockade of M2 macrophage polarization. Front Immunol 2023; 14:1137332. [PMID: 36911746 PMCID: PMC9995794 DOI: 10.3389/fimmu.2023.1137332] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 02/10/2023] [Indexed: 02/25/2023] Open
Abstract
Background Peritoneal dialysis (PD) is an effective replacement therapy for end-stage renal disease patients. However, long-term exposure to peritoneal dialysate will lead to the development of peritoneal fibrosis. Epigenetics has been shown to play an important role in peritoneal fibrosis, but the role of histone deacetylases 8 (HDAC8) in peritoneal fibrosis have not been elucidated. In this research, we focused on the role and mechanisms of HDAC8 in peritoneal fibrosis and discussed the mechanisms involved. Methods We examined the expression of HDAC8 in the peritoneum and dialysis effluent of continuous PD patients. Then we assessed the role and mechanism of HDAC8 in peritoneal fibrosis progression in mouse model of peritoneal fibrosis induced by high glucose peritoneal dialysis fluid by using PCI-34051. In vitro, TGF-β1 or IL-4 were used to stimulate human peritoneal mesothelial cells (HPMCs) or RAW264.7 cells to establish two cell injury models to further explore the role and mechanism of HDAC8 in epithelial-mesenchymal transition (EMT) and macrophage polarization. Results We found that HDAC8 expressed highly in the peritoneum from patients with PD-related peritonitis. We further revealed that the level of HDAC8 in the dialysate increased over time, and HDAC8 was positively correlated with TGF-β1 and vascular endothelial growth factor (VEGF), and negatively correlated with cancer antigen 125. In mouse model of peritoneal fibrosis induced by high glucose dialysate, administration of PCI-34051 (a selective HDAC8 inhibitor) significantly prevented the progression of peritoneal fibrosis. Treatment with PCI-34051 blocked the phosphorylation of epidermal growth factor receptor (EGFR) and the activation of its downstream signaling pathways ERK1/2 and STAT3/HIF-1α. Inhibition of HDAC8 also reduced apoptosis. In vitro, HDAC8 silencing with PCI-34051 or siRNA inhibited TGF-β1-induced EMT and apoptosis in HPMCs. In addition, continuous high glucose dialysate or IL-4 stimulation induced M2 macrophage polarization. Blockade of HDAC8 reduced M2 macrophage polarization by inhibiting the activation of STAT6 and PI3K/Akt signaling pathways. Conclusions We demonstrated that HDAC8 promoted the EMT of HPMCs via EGFR/ERK1/2/STAT3/HIF-1α, induced M2 macrophage polarization via STAT6 and PI3K/Akt signaling pathways, and ultimately accelerated the process of peritoneal fibrosis.
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Affiliation(s)
- Xun Zhou
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Hui Chen
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yingfeng Shi
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jinqing Li
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiaoyan Ma
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lin Du
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yan Hu
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Min Tao
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Qin Zhong
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Danying Yan
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shougang Zhuang
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.,Department of Medicine, Rhode Island Hospital and Alpert Medical School, Brown University, Providence, RI, United States
| | - Na Liu
- Department of Nephrology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
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10
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Morse JS, Sheng YJ, Hampton JT, Sylvain LD, Das S, Alugubelli YR, Chen PC, Yang KS, Xu S, Fierke CA, Liu WR. Phage-assisted, active site-directed ligand evolution of a potent and selective histone deacetylase 8 inhibitor. Protein Sci 2022; 31:e4512. [PMID: 36382882 PMCID: PMC9703592 DOI: 10.1002/pro.4512] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/04/2022] [Accepted: 11/11/2022] [Indexed: 11/17/2022]
Abstract
Phage-assisted, active site-directed ligand evolution (PADLE) is a recently developed technique that uses an amber codon-encoded noncanonical amino acid (ncAA) as an anchor to direct phage-displayed peptides to a target for an enhanced ligand identification process. 2-Amino-8-oxodecanoic acid (Aoda) is a ketone-containing ncAA residue in the macrocyclic peptide natural product apicidin that is a pan-inhibitor of Zn2+ -dependent histone deacetylases (HDACs). Its ketone serves as an anchoring point to coordinate the catalytic zinc ion in HDACs. Using a previously evolved N𝜀 -acetyl-lysyl-tRNA synthetase in combination with tRNAPyl , we showed that Aoda was efficiently incorporated into proteins in Escherichia coli by amber suppression. By propagating an amber codon-obligate phagemid library in E. coli encoding Aoda, we generated an Aoda-containing phage-displayed peptide library. Using this library to conduct PADLE against HDAC8 revealed a 7-mer peptide GH8P01F1 with Aoda-flanking amino acid residues that matched existing peptide sequences in identified HDAC8 substrates. Switching Aoda in GH8P01F1 to a more Zn2+ -chelating ncAA S-2-amino-8-hydroxyamino-8-oxooctanoic acid (Asuha) led to an extremely potent compound GH8HA01, which has an HDAC8-inhibition Ki value of 0.67 nM. GH8HA01 and its 5-mer truncation analogue Ac-GH8HA01Δ1Δ7 that has an HDAC8-inhibition Ki value of 0.31 nM are two of the most potent HDAC8 inhibitors that have been developed. Furthermore, both are highly selective against HDAC8 compared with other HDACs tested, demonstrating the great potential of using PADLE to identify highly potent and selective ligands for targets with conserved active sites among homologues.
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Affiliation(s)
- Jared S. Morse
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Yan J. Sheng
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Joshua Trae Hampton
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Lauralee D. Sylvain
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Sukant Das
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Yugendar R. Alugubelli
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Peng‐Hsun Chase Chen
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Kai S. Yang
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Shiqing Xu
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
| | - Carol A. Fierke
- Department of BiochemistryBrandeis UniversityWalthamMassachusettsUSA
| | - Wenshe Ray Liu
- Texas A&M Drug Discovery Laboratory, Department of ChemistryTexas A&M UniversityTexasUSA
- Institute of Biosciences and Technology and Department of Translational Medical Sciences, College of MedicineTexas A&M UniversityHoustonTexasUSA
- Department of Biochemistry and BiophysicsTexas A&M UniversityTexasUSA
- Department of Molecular and Cellular Medicine, College of MedicineTexas A&M UniversityTexasUSA
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11
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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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12
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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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13
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Lammers M. Post-translational Lysine Ac(et)ylation in Bacteria: A Biochemical, Structural, and Synthetic Biological Perspective. Front Microbiol 2021; 12:757179. [PMID: 34721364 PMCID: PMC8556138 DOI: 10.3389/fmicb.2021.757179] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 09/10/2021] [Indexed: 12/21/2022] Open
Abstract
Ac(et)ylation is a post-translational modification present in all domains of life. First identified in mammals in histones to regulate RNA synthesis, today it is known that is regulates fundamental cellular processes also in bacteria: transcription, translation, metabolism, cell motility. Ac(et)ylation can occur at the ε-amino group of lysine side chains or at the α-amino group of a protein. Furthermore small molecules such as polyamines and antibiotics can be acetylated and deacetylated enzymatically at amino groups. While much research focused on N-(ε)-ac(et)ylation of lysine side chains, much less is known about the occurrence, the regulation and the physiological roles on N-(α)-ac(et)ylation of protein amino termini in bacteria. Lysine ac(et)ylation was shown to affect protein function by various mechanisms ranging from quenching of the positive charge, increasing the lysine side chains’ size affecting the protein surface complementarity, increasing the hydrophobicity and by interfering with other post-translational modifications. While N-(ε)-lysine ac(et)ylation was shown to be reversible, dynamically regulated by lysine acetyltransferases and lysine deacetylases, for N-(α)-ac(et)ylation only N-terminal acetyltransferases were identified and so far no deacetylases were discovered neither in bacteria nor in mammals. To this end, N-terminal ac(et)ylation is regarded as being irreversible. Besides enzymatic ac(et)ylation, recent data showed that ac(et)ylation of lysine side chains and of the proteins N-termini can also occur non-enzymatically by the high-energy molecules acetyl-coenzyme A and acetyl-phosphate. Acetyl-phosphate is supposed to be the key molecule that drives non-enzymatic ac(et)ylation in bacteria. Non-enzymatic ac(et)ylation can occur site-specifically with both, the protein primary sequence and the three dimensional structure affecting its efficiency. Ac(et)ylation is tightly controlled by the cellular metabolic state as acetyltransferases use ac(et)yl-CoA as donor molecule for the ac(et)ylation and sirtuin deacetylases use NAD+ as co-substrate for the deac(et)ylation. Moreover, the accumulation of ac(et)yl-CoA and acetyl-phosphate is dependent on the cellular metabolic state. This constitutes a feedback control mechanism as activities of many metabolic enzymes were shown to be regulated by lysine ac(et)ylation. Our knowledge on lysine ac(et)ylation significantly increased in the last decade predominantly due to the huge methodological advances that were made in fields such as mass-spectrometry, structural biology and synthetic biology. This also includes the identification of additional acylations occurring on lysine side chains with supposedly different regulatory potential. This review highlights recent advances in the research field. Our knowledge on enzymatic regulation of lysine ac(et)ylation will be summarized with a special focus on structural and mechanistic characterization of the enzymes, the mechanisms underlying non-enzymatic/chemical ac(et)ylation are explained, recent technological progress in the field are presented and selected examples highlighting the important physiological roles of lysine ac(et)ylation are summarized.
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Affiliation(s)
- Michael Lammers
- Synthetic and Structural Biochemistry, Institute for Biochemistry, University of Greifswald, Greifswald, Germany
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14
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Neumann-Staubitz P, Lammers M, Neumann H. Genetic Code Expansion Tools to Study Lysine Acylation. Adv Biol (Weinh) 2021; 5:e2100926. [PMID: 34713630 DOI: 10.1002/adbi.202100926] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 09/27/2021] [Accepted: 09/30/2021] [Indexed: 12/17/2022]
Abstract
Lysine acylation is a ubiquitous protein modification that controls various aspects of protein function, such as the activity, localization, and stability of enzymes. Mass spectrometric identification of lysine acylations has witnessed tremendous improvements in sensitivity over the last decade, facilitating the discovery of thousands of lysine acylation sites in proteins involved in all essential cellular functions across organisms of all domains of life. However, the vast majority of currently known acylation sites are of unknown function. Semi-synthetic methods for installing lysine derivatives are ideally suited for in vitro experiments, while genetic code expansion (GCE) allows the installation and study of such lysine modifications, especially their dynamic properties, in vivo. An overview of the current state of the art is provided, and its potential is illustrated with case studies from recent literature. These include the application of engineered enzymes and GCE to install lysine modifications or photoactivatable crosslinker amino acids. Their use in the context of central metabolism, bacterial and viral pathogenicity, the cytoskeleton and chromatin dynamics, is investigated.
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Affiliation(s)
- Petra Neumann-Staubitz
- Department of Chemical Engineering and Biotechnology, University of Applied Sciences Darmstadt, Stephanstrasse 7, 64295, Darmstadt, Germany
| | - Michael Lammers
- Institute for Biochemistry, Department Synthetic and Structural Biochemistry, University of Greifswald, Felix-Hausdorff-Str. 4, 17487, Greifswald, Germany
| | - Heinz Neumann
- Department of Chemical Engineering and Biotechnology, University of Applied Sciences Darmstadt, Stephanstrasse 7, 64295, Darmstadt, Germany
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15
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Alvarez Dorta D, Deniaud D, Mével M, Gouin SG. Tyrosine Conjugation Methods for Protein Labelling. Chemistry 2020; 26:14257-14269. [DOI: 10.1002/chem.202001992] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 06/09/2020] [Indexed: 12/23/2022]
Affiliation(s)
| | - David Deniaud
- CNRS, CEISAM UMR, 6230 Université de Nantes 44000 Nantes France
| | - Mathieu Mével
- CHU de Nantes, INSERM UMR 1089 Université de Nantes 44200 Nantes France
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16
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Toro TB, Watt TJ. Critical review of non-histone human substrates of metal-dependent lysine deacetylases. FASEB J 2020; 34:13140-13155. [PMID: 32862458 DOI: 10.1096/fj.202001301rr] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 07/29/2020] [Accepted: 08/03/2020] [Indexed: 12/15/2022]
Abstract
Lysine acetylation is a posttranslational modification that occurs on thousands of human proteins, most of which are cytoplasmic. Acetylated proteins are involved in numerous cellular processes and human diseases. Therefore, how the acetylation/deacetylation cycle is regulated is an important question. Eleven metal-dependent lysine deacetylases (KDACs) have been identified in human cells. These enzymes, along with the sirtuins, are collectively responsible for reversing lysine acetylation. Despite several large-scale studies which have characterized the acetylome, relatively few of the specific acetylated residues have been matched to a proposed KDAC for deacetylation. To understand the function of lysine acetylation, and its association with diseases, specific KDAC-substrate pairs must be identified. Identifying specific substrates of a KDAC is complicated both by the complexity of assaying relevant activity and by the non-catalytic interactions of KDACs with cellular proteins. Here, we discuss in vitro and cell-based experimental strategies used to identify KDAC-substrate pairs and evaluate each for the purpose of directly identifying non-histone substrates of metal-dependent KDACs. We propose criteria for a combination of reproducible experimental approaches that are necessary to establish a direct enzymatic relationship. This critical analysis of the literature identifies 108 proposed non-histone substrate-KDAC pairs for which direct experimental evidence has been reported. Of these, five pairs can be considered well-established, while another thirteen pairs have both cell-based and in vitro evidence but lack independent replication and/or sufficient cell-based evidence. We present a path forward for evaluating the remaining substrate leads and reliably identifying novel KDAC substrates.
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Affiliation(s)
- Tasha B Toro
- Department of Chemistry, Xavier University of Louisiana, New Orleans, LA, USA
| | - Terry J Watt
- Department of Chemistry, Xavier University of Louisiana, New Orleans, LA, USA
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17
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An P, Chen F, Li Z, Ling Y, Peng Y, Zhang H, Li J, Chen Z, Wang H. HDAC8 promotes the dissemination of breast cancer cells via AKT/GSK-3β/Snail signals. Oncogene 2020; 39:4956-4969. [PMID: 32499521 DOI: 10.1038/s41388-020-1337-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 05/14/2020] [Accepted: 05/26/2020] [Indexed: 11/09/2022]
Abstract
The mechanistic action of histone deacetylase 8 (HDAC8) in cancer motility, including epithelial-mesenchymal transition (EMT), remains largely undefined. We found that the expression of HDAC8 was upregulated in breast cancer (BC) cells and tissues as compared to the controls. Further, BC tissues had the highest values of HDAC8 expression among 31 kinds of cancers. Cellular study indicated that HDAC8 can positively regulate the dissemination and EMT of BC cells. It increased the protein stability of Snail, an important regulator of EMT, by phosphorylation of its motif 2 in serine-rich regions. There are 21 factors that have been reported to regulate the protein stability of Snail. Among them, HDAC8 can decrease the expression of GSK-3β through increasing its Ser9-phosphorylation. Mass spectrum analysis indicated that HDAC8 interact with AKT1 to decrease its acetylation while increase its phosphorylation, which further increased Ser9-phosphorylation of GSK-3β. The C-terminal of AKT1 was responsible for the interaction between HDAC8 and AKT1. Further, Lys426 was the key residue for HDAC8-regulated deacetylation of AKT1. Moreover, HDAC8/Snail axis acted as adverse prognosis factors for in vivo progression and overall survival (OS) rate of BC patients. Collectively, we found that HDAC8 can trigger the dissemination of BC cells via AKT/GSK-3β/Snail signals, which imposed that inhibition of HDAC8 is a potential approach for BC treatment.
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Affiliation(s)
- Panpan An
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Feng Chen
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Zihan Li
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Yuyi Ling
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Yanxi Peng
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Haisheng Zhang
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Jiexin Li
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China
| | - Zhuojia Chen
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060, China.
| | - Hongsheng Wang
- Guangdong Key Laboratory of Chiral Molecule and Drug Discovery, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangdong, 510006, China.
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18
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Histone Deacetylases (HDACs): Evolution, Specificity, Role in Transcriptional Complexes, and Pharmacological Actionability. Genes (Basel) 2020; 11:genes11050556. [PMID: 32429325 PMCID: PMC7288346 DOI: 10.3390/genes11050556] [Citation(s) in RCA: 177] [Impact Index Per Article: 44.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 05/08/2020] [Accepted: 05/11/2020] [Indexed: 02/06/2023] Open
Abstract
Histone deacetylases (HDACs) are evolutionary conserved enzymes which operate by removing acetyl groups from histones and other protein regulatory factors, with functional consequences on chromatin remodeling and gene expression profiles. We provide here a review on the recent knowledge accrued on the zinc-dependent HDAC protein family across different species, tissues, and human pathologies, specifically focusing on the role of HDAC inhibitors as anti-cancer agents. We will investigate the chemical specificity of different HDACs and discuss their role in the human interactome as members of chromatin-binding and regulatory complexes.
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19
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Hassan MM, Olaoye OO. Recent Advances in Chemical Biology Using Benzophenones and Diazirines as Radical Precursors. Molecules 2020; 25:E2285. [PMID: 32414020 PMCID: PMC7288102 DOI: 10.3390/molecules25102285] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 05/06/2020] [Accepted: 05/09/2020] [Indexed: 12/19/2022] Open
Abstract
The use of light-activated chemical probes to study biological interactions was first discovered in the 1960s, and has since found many applications in studying diseases and gaining deeper insight into various cellular mechanisms involving protein-protein, protein-nucleic acid, protein-ligand (drug, probe), and protein-co-factor interactions, among others. This technique, often referred to as photoaffinity labelling, uses radical precursors that react almost instantaneously to yield spatial and temporal information about the nature of the interaction and the interacting partner(s). This review focuses on the recent advances in chemical biology in the use of benzophenones and diazirines, two of the most commonly known light-activatable radical precursors, with a focus on the last three years, and is intended to provide a solid understanding of their chemical and biological principles and their applications.
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Affiliation(s)
- Muhammad Murtaza Hassan
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, 3359 Mississauga Road North, Mississauga, ON L5L 1C6, Canada;
- Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, ON M5S 3H6, Canada
| | - Olasunkanmi O. Olaoye
- Department of Chemical and Physical Sciences, University of Toronto Mississauga, 3359 Mississauga Road North, Mississauga, ON L5L 1C6, Canada;
- Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, ON M5S 3H6, Canada
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20
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Zheng Q, Zhang L, Zhang Q, Pang Z, Sun Y, Yin Z, Lou Z. Discovery of Interacting Proteins of ABA Receptor PYL5 via Covalent Chemical Capture. ACS Chem Biol 2019; 14:2557-2563. [PMID: 31617999 DOI: 10.1021/acschembio.9b00806] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Abscisic acid (ABA) is a key phytohormone with diverse functions in plants, and its signal transduction is mainly mediated by ABA receptors termed PYR/PYL/RCARs (hereafter referred to as PYLs) through the PYLs-PP2Cs-SnRK2s regulatory systems. However, the model failed to account for the roles of some important known regulators of ABA physiology. Given the central role of PYLs in ABA signal transduction, we therefore speculated that ABA receptors PYLs might be involved in regulatory pathways other than PP2Cs. Thus, a comprehensive analysis of PYLs-interacting partners could greatly facilitate the identification of unknown regulatory pathways, advancing our knowledge of the ABA signaling mechanism. Herein, we present a strategy involving covalent chemical capture coupled with HPLC-MS/MS analysis, to profile PYL5-interacting partners in plant cell lysates. With this strategy, three new PYL5-interacting partners, ubiquitin receptor RAD23C, COP9 signalosome complex subunit 1 (CSN1), and cyclase-associated protein 1 (CAP1), along with their key binding sites with PYL5 were identified. Among these proteins, CAP1 was verified to interact with PYL5 both in vitro and in vivo. The discovery of a new PYL5 binding partner showed the versatility of covalent chemical cross-linking and laid the foundation for future efforts to further elucidate the ABA signaling mechanism.
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Affiliation(s)
- Qizhen Zheng
- Center of Basic Molecular Science, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Liang Zhang
- College of Life Sciences, Sichuan University, Chengdu 610065, China
| | - Qian Zhang
- College of Life Sciences, Sichuan University, Chengdu 610065, China
| | - Zhengyuan Pang
- Center of Basic Molecular Science, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Yang Sun
- Center of Basic Molecular Science, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Zheng Yin
- Center of Basic Molecular Science, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Zhiyong Lou
- School of Medicine, Tsinghua University, Beijing 100084, China
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21
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Wang XS, Chen PC, Hampton JT, Tharp JM, Reed CA, Das SK, Wang D, Hayatshahi HS, Shen Y, Liu J, Liu WR. A Genetically Encoded, Phage‐Displayed Cyclic‐Peptide Library. Angew Chem Int Ed Engl 2019. [DOI: 10.1002/ange.201908713] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
| | | | - J. Trae Hampton
- Department of Chemistry Texas A&M University College Station TX 77843-3255 USA
| | - Jeffery M. Tharp
- Department of Chemistry Texas A&M University College Station TX 77843-3255 USA
| | - Catrina A. Reed
- Department of Chemistry Texas A&M University College Station TX 77843-3255 USA
| | - Sukant K. Das
- Department of Chemistry Texas A&M University College Station TX 77843-3255 USA
| | - Duen‐Shian Wang
- Department of Pharmaceutical Sciences UNT Health Science Center Fort Worth TX 76107 USA
| | - Hamed S. Hayatshahi
- Department of Pharmaceutical Sciences UNT Health Science Center Fort Worth TX 76107 USA
| | - Yang Shen
- Department of Electrical and Computer Engineering Texas A&M University College Station TX 77843-3218 USA
| | - Jin Liu
- Department of Pharmaceutical Sciences UNT Health Science Center Fort Worth TX 76107 USA
| | - Wenshe Ray Liu
- Department of Chemistry Texas A&M University College Station TX 77843-3255 USA
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22
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Wang XS, Chen PHC, Hampton JT, Tharp JM, Reed CA, Das SK, Wang DS, Hayatshahi HS, Shen Y, Liu J, Liu WR. A Genetically Encoded, Phage-Displayed Cyclic-Peptide Library. Angew Chem Int Ed Engl 2019; 58:15904-15909. [PMID: 31398275 PMCID: PMC6803038 DOI: 10.1002/anie.201908713] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Indexed: 11/10/2022]
Abstract
Superior to linear peptides in biological activities, cyclic peptides are considered to have great potential as therapeutic agents. To identify cyclic-peptide ligands for therapeutic targets, phage-displayed peptide libraries in which cyclization is achieved by the covalent conjugation of cysteines have been widely used. To resolve drawbacks related to cysteine conjugation, we have invented a phage-display technique in which its displayed peptides are cyclized through a proximity-driven Michael addition reaction between a cysteine and an amber-codon-encoded Nϵ -acryloyl-lysine (AcrK). Using a randomized 6-mer library in which peptides were cyclized at two ends through a cysteine-AcrK linker, we demonstrated the successful selection of potent ligands for TEV protease and HDAC8. All selected cyclic peptide ligands showed 4- to 6-fold stronger affinity to their protein targets than their linear counterparts. We believe this approach will find broad applications in drug discovery.
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Affiliation(s)
- Xiaoshan Shayna Wang
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
| | - Peng-Hsun Chase Chen
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
| | - J Trae Hampton
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
| | - Jeffery M Tharp
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
| | - Catrina A Reed
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
| | - Sukant K Das
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
| | - Duen-Shian Wang
- Department of Pharmaceutical Sciences, UNT Health Science Center, Fort Worth, TX, 76107, USA
| | - Hamed S Hayatshahi
- Department of Pharmaceutical Sciences, UNT Health Science Center, Fort Worth, TX, 76107, USA
| | - Yang Shen
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, 77843-3218, USA
| | - Jin Liu
- Department of Pharmaceutical Sciences, UNT Health Science Center, Fort Worth, TX, 76107, USA
| | - Wenshe Ray Liu
- Department of Chemistry, Texas A&M University, College Station, TX, 77843-3255, USA
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Preparation of a new construct of human histone deacetylase 8 for the crystallization of enzyme-inhibitor complexes. Methods Enzymol 2019. [PMID: 31606091 DOI: 10.1016/bs.mie.2019.06.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
The metal-dependent histone deacetylases (HDACs) are critical regulatory enzymes that modulate myriad cellular processes. Implicated in cancer, neurodegenerative diseases, and other clinical disorders, various HDAC isozymes serve as validated drug targets. However, structural similarities among the HDAC isozymes challenge efforts in targeting a single isozyme for therapeutic intervention with an inhibitor. X-ray crystallography remains the premiere technique for studying the chemistry of isozyme-selective inhibition. While crystal structures of many HDAC-inhibitor complexes have been determined, especially with the class I isozyme HDAC8, the study of complexes with large inhibitors is complicated by flexible regions of the protein structure that can hinder crystallization. Here, we outline an approach for the identification of regions in HDAC8 that may hinder crystallization. We also describe protocols for the design and preparation of a truncated HDAC8 construct, HDAC8374, that enabled the successful crystallization and structure determination of the HDAC8-Trapoxin A complex at 1.24Å resolution.
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24
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Porter NJ, Christianson DW. Structure, mechanism, and inhibition of the zinc-dependent histone deacetylases. Curr Opin Struct Biol 2019; 59:9-18. [PMID: 30743180 DOI: 10.1016/j.sbi.2019.01.004] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 01/03/2019] [Accepted: 01/09/2019] [Indexed: 10/27/2022]
Affiliation(s)
- Nicholas J Porter
- Roy and Diana Vagelos Laboratories, Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104-6323, United States
| | - David W Christianson
- Roy and Diana Vagelos Laboratories, Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104-6323, United States.
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Nalawansha DA, Zhang Y, Herath K, Pflum MKH. HDAC1 Substrate Profiling Using Proteomics-Based Substrate Trapping. ACS Chem Biol 2018; 13:3315-3324. [PMID: 30421914 PMCID: PMC6563814 DOI: 10.1021/acschembio.8b00737] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Histone deacetylase (HDAC) proteins are overexpressed in multiple diseases, including cancer, and have emerged as anticancer drug targets. HDAC proteins regulate cellular processes, such as the cell cycle, apoptosis, and cell proliferation, by deacetylating histone and non-histone substrates. Although a plethora of acetylated proteins have been identified using large-scale proteomic approaches, the HDAC proteins responsible for their dynamic deacetylation have been poorly studied. For example, few substrates of HDAC1 have been identified, which is mainly due to the scarcity of substrate identification tools. We recently developed a mutant trapping strategy to identify novel substrates of HDAC1. Herein, we introduce an improved version of the trapping method that uses mass spectrometry (MS)-based proteomics to identify multiple substrates simultaneously. Among the substrate hits, CDK1, AIFM1, MSH6, and RuvB-like 1 were identified as likely HDAC1 substrates. These newly discovered HDAC1 substrates are involved in various biological processes, suggesting novel functions of HDAC1 apart from epigenetics. Substrate trapping combined with MS-based proteomics provides an efficient approach to HDAC1 substrate identification and contributes to the full characterization of HDAC function in normal and disease states.
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Affiliation(s)
| | - Yuchen Zhang
- Department of Chemistry, Wayne State University, 5101 Cass Avenue, Detroit, MI 48202
| | - Kavinda Herath
- Department of Chemistry, Wayne State University, 5101 Cass Avenue, Detroit, MI 48202
| | - Mary Kay H. Pflum
- Department of Chemistry, Wayne State University, 5101 Cass Avenue, Detroit, MI 48202
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26
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Kolbinger FR, Koeneke E, Ridinger J, Heimburg T, Müller M, Bayer T, Sippl W, Jung M, Gunkel N, Miller AK, Westermann F, Witt O, Oehme I. The HDAC6/8/10 inhibitor TH34 induces DNA damage-mediated cell death in human high-grade neuroblastoma cell lines. Arch Toxicol 2018; 92:2649-2664. [PMID: 29947893 PMCID: PMC6063332 DOI: 10.1007/s00204-018-2234-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 06/04/2018] [Indexed: 12/20/2022]
Abstract
High histone deacetylase (HDAC) 8 and HDAC10 expression levels have been identified as predictors of exceptionally poor outcomes in neuroblastoma, the most common extracranial solid tumor in childhood. HDAC8 inhibition synergizes with retinoic acid treatment to induce neuroblast maturation in vitro and to inhibit neuroblastoma xenograft growth in vivo. HDAC10 inhibition increases intracellular accumulation of chemotherapeutics through interference with lysosomal homeostasis, ultimately leading to cell death in cultured neuroblastoma cells. So far, no HDAC inhibitor covering HDAC8 and HDAC10 at micromolar concentrations without inhibiting HDACs 1, 2 and 3 has been described. Here, we introduce TH34 (3-(N-benzylamino)-4-methylbenzhydroxamic acid), a novel HDAC6/8/10 inhibitor for neuroblastoma therapy. TH34 is well-tolerated by non-transformed human skin fibroblasts at concentrations up to 25 µM and modestly impairs colony growth in medulloblastoma cell lines, but specifically induces caspase-dependent programmed cell death in a concentration-dependent manner in several human neuroblastoma cell lines. In addition to the induction of DNA double-strand breaks, HDAC6/8/10 inhibition also leads to mitotic aberrations and cell-cycle arrest. Neuroblastoma cells display elevated levels of neuronal differentiation markers, mirrored by formation of neurite-like outgrowths under maintained TH34 treatment. Eventually, after long-term treatment, all neuroblastoma cells undergo cell death. The combination of TH34 with plasma-achievable concentrations of retinoic acid, a drug applied in neuroblastoma therapy, synergistically inhibits colony growth (combination index (CI) < 0.1 for 10 µM of each). In summary, our study supports using selective HDAC inhibitors as targeted antineoplastic agents and underlines the therapeutic potential of selective HDAC6/8/10 inhibition in high-grade neuroblastoma.
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Affiliation(s)
- Fiona R Kolbinger
- Preclinical Program, Hopp Children's Cancer Center at NCT Heidelberg (KiTZ), 69120, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Emily Koeneke
- Preclinical Program, Hopp Children's Cancer Center at NCT Heidelberg (KiTZ), 69120, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Johannes Ridinger
- Preclinical Program, Hopp Children's Cancer Center at NCT Heidelberg (KiTZ), 69120, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Tino Heimburg
- Department of Medicinal Chemistry, Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, W.-Langenbeck-Str. 4, 06120, Halle, Germany
| | - Michael Müller
- Preclinical Program, Hopp Children's Cancer Center at NCT Heidelberg (KiTZ), 69120, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Theresa Bayer
- Department of Medicinal Chemistry, Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, W.-Langenbeck-Str. 4, 06120, Halle, Germany
| | - Wolfgang Sippl
- Department of Medicinal Chemistry, Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, W.-Langenbeck-Str. 4, 06120, Halle, Germany
| | - Manfred Jung
- Institute of Pharmaceutical Sciences, Albert-Ludwigs-Universität Freiburg, Albertstraße 25, 79104, Freiburg, Germany
| | - Nikolas Gunkel
- Cancer Drug Development Group, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Aubry K Miller
- Cancer Drug Development Group, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Frank Westermann
- Research Group Neuroblastoma Genomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Olaf Witt
- Preclinical Program, Hopp Children's Cancer Center at NCT Heidelberg (KiTZ), 69120, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Department of Pediatric Oncology, Hematology and Immunology, University Hospital Heidelberg, Im Neuenheimer Feld 430, 69120, Heidelberg, Germany
| | - Ina Oehme
- Preclinical Program, Hopp Children's Cancer Center at NCT Heidelberg (KiTZ), 69120, Heidelberg, Germany. .,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
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