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Chen C, Zhou XH, Cheng W, Peng YF, Yu QM, Tan XD. Identification of novel inhibitors of S-adenosyl-L-homocysteine hydrolase via structure-based virtual screening and molecular dynamics simulations. J Mol Model 2022; 28:336. [PMID: 36180796 DOI: 10.1007/s00894-022-05298-2] [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: 02/18/2022] [Accepted: 08/29/2022] [Indexed: 10/14/2022]
Abstract
S-adenosyl-L-homocysteine hydrolase (SAHase) is an important regulator in the methylation reactions in many organisms and thus is crucial for numerous cellular functions. In recent years, SAHase has become one of the popular targets for drug design, and SAHase inhibitors have exhibited potent antiviral activity. In this study, we established the complex-based pharmacophore models based on the known crystal complex of SAHase (PDB ID: 1A7A) to screen the drug-likeness compounds of ChEMBL database. Then, three molecular docking programs were used to validate the reliability of compounds, involving Libdock, CDOCKER, and AutoDock Vina programs. The four promising hit compounds (CHEMBL420751, CHEMBL346387, CHEMBL1569958, and CHEMBL4206648) were performed molecular dynamics simulations and MM-PBSA calculations to evaluate their stability and binding-free energy in the binding site of SAHase. After screening and analyzing, the hit compounds CHEMBL420751 and CHEMBL346387 were suggested to further research to obtain novel potential SAHase inhibitors. A series of computer-aided drug design methods, including pharmacophore, molecular docking, molecular dynamics simulation and MM-PBSA calculations, were employed in this study to identity novel inhibitors of S-adenosyl-L-homocysteine hydrolase (SAHase). Some compounds from virtual screening could form various interactions with key residues of SAHase. Among them, compounds CHEMBL346387 and CHEMBL420751 exhibited potent binding affinity from molecular docking and MM-PBSA, and maintained good stability at the binding site during molecular dynamics simulations as well. All these results indicated that the selected compounds might have the potential to be novel SAHase inhibitors.
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Affiliation(s)
- Cong Chen
- College of Pharmacy, Guilin Medical University, Guilin, 541199, China
| | - Xiang-Hui Zhou
- College of Pharmacy, Guilin Medical University, Guilin, 541199, China
| | - Wa Cheng
- College of Pharmacy, Guilin Medical University, Guilin, 541199, China
| | - Yan-Fen Peng
- College of Pharmacy, Guilin Medical University, Guilin, 541199, China
| | - Qi-Ming Yu
- College of Pharmacy, Guilin Medical University, Guilin, 541199, China.
| | - Xiang-Duan Tan
- College of Pharmacy, Guilin Medical University, Guilin, 541199, China.
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2
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Aranda J, Zinovjev K, Świderek K, Roca M, Tuñón I. Unraveling the Reaction Mechanism of Enzymatic C5-Cytosine Methylation of DNA. A Combined Molecular Dynamics and QM/MM Study of Wild Type and Gln119 Variant. ACS Catal 2016. [DOI: 10.1021/acscatal.6b00394] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Juan Aranda
- Departament
de Quı́mica Fı́sica, Universitat de València, 46100 Burjassot, Spain
| | - Kirill Zinovjev
- Departament
de Quı́mica Fı́sica, Universitat de València, 46100 Burjassot, Spain
| | - Katarzyna Świderek
- Departament
de Quı́mica Fı́sica, Universitat de València, 46100 Burjassot, Spain
- Institute
of Applied Radiation Chemistry, Lodz University of Technology, 90-924 Lodz, Poland
| | - Maite Roca
- Departament
de Quı́mica Fı́sica, Universitat de València, 46100 Burjassot, Spain
| | - Iñaki Tuñón
- Departament
de Quı́mica Fı́sica, Universitat de València, 46100 Burjassot, Spain
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3
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Nordgren KK, Skildum AJ. The deep end of the metabolite pool: influences on epigenetic regulatory mechanisms in cancer. Eur J Clin Invest 2015; 45 Suppl 1:9-15. [PMID: 25524581 DOI: 10.1111/eci.12361] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Epigenetic control of gene expression is mediated by cytosine methylation/demethylation and histone modifications including methylation, acetylation and glycosylation. The epigenetic programme is corrupted in cancer cells to maintain a pattern of gene expression that leads to their de-differentiated, rapidly proliferating phenotype. Enzymes responsible for modifying histones and cytosine are sensitive to the cellular metabolite pool and can be activated by an increase in their substrates or inhibited by an increase in their products or competitors for substrate binding. METHODS This review is based on publications identified on PubMed using a literature search of cytosine methylation, histone methylation, acetylation and glycosylation. RESULTS In cancer, changes in glycolytic enzymes lead to increased production of serine, increasing the pool of S-adenosylmethionine (the major methyl donor for methylation reactions) and UDP-N-acetylglucosamine (a substrate for O-linked glycosylation of histones and cytosine methyltransferases). Mutations in tricarboxylic acid cycle enzymes lead to accumulation of fumarate, succinate and hydroxyglutarate, all of which inhibit demethylation of cytosine and histones. In contrast, proline catabolism produces α-ketoglutarate and reactive oxygen, both of which promote the activity of enzymes that remove methyl groups from cytosine and histones, and the key enzyme in proline catabolism acts as a tumour suppressor. CONCLUSIONS Our emerging understanding of how the epigenetic profiles are metabolically reprogrammed in cancer cells will lead to novel diagnostic and therapeutic targets for treatment of patients.
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Affiliation(s)
- Kendra K Nordgren
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, USA
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4
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Yusufaly TI, Li Y, Olson WK. 5-Methylation of cytosine in CG:CG base-pair steps: a physicochemical mechanism for the epigenetic control of DNA nanomechanics. J Phys Chem B 2013; 117:16436-42. [PMID: 24313757 DOI: 10.1021/jp409887t] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
van der Waals density functional theory is integrated with analysis of a non-redundant set of protein-DNA crystal structures from the Nucleic Acid Database to study the stacking energetics of CG:CG base-pair steps, specifically the role of cytosine 5-methylation. Principal component analysis of the steps reveals the dominant collective motions to correspond to a tensile "opening" mode and two shear "sliding" and "tearing" modes in the orthogonal plane. The stacking interactions of the methyl groups globally inhibit CG:CG step overtwisting while simultaneously softening the modes locally via potential energy modulations that create metastable states. Additionally, the indirect effects of the methyl groups on possible base-pair steps neighboring CG:CG are observed to be of comparable importance to their direct effects on CG:CG. The results have implications for the epigenetic control of DNA mechanics.
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Affiliation(s)
- Tahir I Yusufaly
- Department of Physics and Astronomy, Rutgers, the State University of New Jersey , Piscataway, New Jersey 08854, United States
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5
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Yang J, Lior-Hoffmann L, Wang S, Zhang Y, Broyde S. DNA cytosine methylation: structural and thermodynamic characterization of the epigenetic marking mechanism. Biochemistry 2013; 52:2828-38. [PMID: 23528166 DOI: 10.1021/bi400163k] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
DNA cytosine methyltransferases regulate the expression of the genome through the precise epigenetic marking of certain cytosines with a methyl group, and aberrant methylation is a hallmark of human diseases including cancer. Targeting these enzymes for drug design is currently a high priority. We have utilized ab initio quantum mechanical/molecular mechanical (QM/MM) molecular dynamics (MD) simulations to investigate extensively the reaction mechanism of the representative DNA methyltransferase HhaI (M.HhaI) from prokaryotes, whose overall mechanism is shared with the mammalian enzymes. We obtain for the first time full free energy profiles for the complete reaction, together with reaction dynamics in atomistic detail. Our results show an energetically preferred mechanism in which nucleophilic attack of cytosine C5 on the S-adenosyl-L-methionine (AdoMet) methyl group is concerted with formation of the Michael adduct between a conserved Cys in the active site with cytosine C6. Spontaneous and reversible proton transfer between a conserved Glu in the active site and cytosine N3 at the transition state was observed in our simulations, revealing the chemical participation of this Glu residue in the catalytic mechanism. Subsequently, the β-elimination of the C5 proton utilizes as base an OH(-) derived from a conserved crystal water that is part of a proton wire water channel, and this syn β-elimination reaction is the rate-limiting step. Design of novel cytosine methylation inhibitors would be advanced by our structural and thermodynamic characterization of the reaction mechanism.
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Affiliation(s)
- Jin Yang
- Department of Chemistry, New York University, New York, NY 10003, USA
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6
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Matje DM, Reich NO. Molecular drivers of base flipping during sequence-specific DNA methylation. Chembiochem 2012; 13:1574-7. [PMID: 22730226 DOI: 10.1002/cbic.201200104] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2012] [Indexed: 11/07/2022]
Abstract
One step at a time: Substrates containing nucleotide analogues lacking sequence-specific contacts to the C5 methyltransferase M.HhaI were used to probe the role of individual interactions in effecting conformational transitions during base flipping. A segregation of duties, that is, specific recognition and chemomechanical force for base flipping and active site assembly, within the enzyme is confirmed.
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Affiliation(s)
- Douglas M Matje
- Department of Chemistry and Biochemistry, University of California Santa Barbara, Santa Barbara, CA 93106-9510, USA
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7
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Svedružić ŽM. Dnmt1 structure and function. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2011; 101:221-54. [PMID: 21507353 DOI: 10.1016/b978-0-12-387685-0.00006-8] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Dnmt1, the principal DNA methyltransferase in mammalian cells, is a large and a highly dynamic enzyme with multiple regulatory features that can control DNA methylation in cells. This chapter highlights how insights into Dnmt1 structure and function can advance our understanding of DNA methylation in cells. The allosteric site(s) on Dnmt1 can regulate processes of de novo and maintenance DNA methylation in cells. Remaining open questions include which molecules, by what mechanism, bind at the allosteric site(s) in cells? Different phosphorylation sites on Dnmt1 can change its activity or ability to bind DNA target sites. Thirty-one different molecules are currently known to have physical and/or functional interaction with Dnmt1 in cells. The Dnmt1 structure and enzymatic mechanism offer unique insights into those interactions. The interacting molecules are involved in chromatin organization, DNA repair, cell cycle regulation, and apoptosis and also include RNA polymerase II, some RNA-binding proteins, and some specific Dnmt1-inhibitory RNA molecules. Combined insights from studies of different enzymatic features of Dnmt1 offer novel ideas for development of drug candidates, and can be used in selection of promising drug candidates from more than 15 different compounds that have been identified as possible inhibitors of DNA methylation in cells.
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Affiliation(s)
- Željko M Svedružić
- Medical Biochemistry, PB Rab, Faculty of Medicine, University of Rijeka, Rab, Croatia
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8
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Cheng X, Blumenthal RM. Introduction--Epiphanies in epigenetics. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2011; 101:1-21. [PMID: 21507348 DOI: 10.1016/b978-0-12-387685-0.00001-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The combinatorial pattern of DNA and histone modifications and their associated histone variants constitute an epigenetic code that shapes gene expression patterns by increasing or decreasing the transcriptional potential of genomic domains. The epigenetic coding status, at any given chromosomal location, is subject to modulation by noncoding RNAs and remodeling complexes. DNA methylation is associated with histone modifications, particularly the absence of histone H3 lysine 4 methylation (H3K4me0) and the presence of histone H3 lysine 9 methylation (H3K9m). We briefly discuss four protein domains (ADD, CXXC, MBD, and SRA), and the functional implications of their architecture in linking histone methylation to that of DNA in mammalian cells. We also consider the domain structure of the DNA methyltransferase DNMT1, its accessory protein UHRF1, and their associated proteins. Finally, we discuss a mechanism by which methylation of DNA and of histones may be coordinately maintained during mitotic cell division, allowing for the transmission of parental methylation patterns to newly replicated chromatin.
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Affiliation(s)
- Xiaodong Cheng
- Department of Biochemistry, Emory University School of Medicine, Atlanta, Georgia, USA
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9
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Wu Y, Kang Q, Shang G, Spiteller P, Carroll B, Yu TW, Su W, Bai L, Floss HG. N-methylation of the amide bond by methyltransferase asm10 in ansamitocin biosynthesis. Chembiochem 2011; 12:1759-66. [PMID: 21681880 DOI: 10.1002/cbic.201100062] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2011] [Indexed: 11/07/2022]
Abstract
Ansamitocins are potent antitumor agents produced by Actinosynnema pretiosum. As deduced from their structures, an N-methylation on the amide bond is required among the various modifications. The protein encoded by asm10 belongs to the SAM-dependent methyltransferase family. Through gene inactivation and complementation, asm10 was proved to be responsible for the N-methylation of ansamitocins. Asm10 is a 33.0 kDa monomer, as determined by gel filtration. By using N-desmethyl-ansamitocin P-3 as substrate, the optimal temperature and pH for Asm10 catalysis were determined to be 32 °C and 10.0, respectively. Asm10 also showed broad substrate flexibility toward other N-desmethyl-ansamycins and synthetic indolin-2-ones. Through site-directed mutagenesis, Asp154 and Leu155 of Asm10 were confirmed to be essential for its catalysis, possibly through the binding of SAM. The characterization of this unique N-methyltransferase has enriched the toolbox for engineering N-methylated derivatives from both natural and synthetic compounds; this will allow known potential drugs to be modified.
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Affiliation(s)
- Yingying Wu
- State Key Laboratory of Stress Cell Biology and School of Life Sciences, Xiamen University, Xiamen 361005, China
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10
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Zangi R, Arrieta A, Cossío FP. Mechanism of DNA methylation: the double role of DNA as a substrate and as a cofactor. J Mol Biol 2010; 400:632-44. [PMID: 20471982 DOI: 10.1016/j.jmb.2010.05.021] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2010] [Revised: 04/29/2010] [Accepted: 05/09/2010] [Indexed: 11/24/2022]
Abstract
Methylation of cytosine residues in the DNA is one of the most important epigenetic marks central to the control of differential expression of genes. We perform quantum mechanical calculations to investigate the catalytic mechanism of the bacterial HhaI DNA methyltransferase. We find that the enzyme nucleophile, Cys81, can attack C6 of cytosine only after it is deprotonated by the DNA phosphate group, a reaction facilitated by a bridging water molecule. This finding, which indicates that the DNA acts as both the substrate and the cofactor, can explain the total loss of activity observed in an analogous enzyme, thymidylate synthase, when the phosphate group of the substrate was removed. Furthermore, our results displaying the inability of the phosphate group to deprotonate the side chain of serine is in agreement with the total, or the large extent of, inactivity observed for the C81S mutant. In contrast to results from previous calculations, we find that the active site conserved residues, Glu119, Arg163, and Arg165, are crucial for catalysis. In addition, the enzyme-DNA adduct formation and the methyl transfer from the cofactor S-adenosyl-L-methionine are not concerted but proceed via stepwise mechanism. In many of the different steps of this methylation reaction, the transfer of a proton is found to be necessary. To render these processes possible, we find that several water molecules, found in the crystal structure, play an important role, acting as a bridge between the donating and accepting proton groups.
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Affiliation(s)
- Ronen Zangi
- Department of Organic Chemistry I, University of the Basque Country UPV/EHU, Avenida de Tolosa 72, 20018 San Sebastian, Spain.
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11
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Xu F, Mao C, Ding Y, Rui C, Wu L, Shi A, Zhang H, Zhang L, Xu Z. Molecular and enzymatic profiles of mammalian DNA methyltransferases: structures and targets for drugs. Curr Med Chem 2010; 17:4052-71. [PMID: 20939822 PMCID: PMC3003592 DOI: 10.2174/092986710793205372] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2010] [Accepted: 09/20/2010] [Indexed: 12/29/2022]
Abstract
DNA methylation is an epigenetic event involved in a variety array of processes that may be the foundation of genetic phenomena and diseases. DNA methyltransferase is a key enzyme for cytosine methylation in DNA, and can be divided into two functional families (Dnmt1 and Dnmt3) in mammals. All mammalian DNA methyltransferases are encoded by their own single gene, and consisted of catalytic and regulatory regions (except Dnmt2). Via interactions between functional domains in the regulatory or catalytic regions and other adaptors or cofactors, DNA methyltransferases can be localized at selective areas (specific DNA/nucleotide sequence) and linked to specific chromosome status (euchromatin/heterochromatin, various histone modification status). With assistance from UHRF1 and Dnmt3L or other factors in Dnmt1 and Dnmt3a/Dnmt3b, mammalian DNA methyltransferases can be recruited, and then specifically bind to hemimethylated and unmethylated double-stranded DNA sequence to maintain and de novo setup patterns for DNA methylation. Complicated enzymatic steps catalyzed by DNA methyltransferases include methyl group transferred from cofactor Ado-Met to C5 position of the flipped-out cytosine in targeted DNA duplex. In the light of the fact that different DNA methyltransferases are divergent in both structures and functions, and use unique reprogrammed or distorted routines in development of diseases, design of new drugs targeting specific mammalian DNA methyltransferases or their adaptors in the control of key steps in either maintenance or de novo DNA methylation processes will contribute to individually treating diseases related to DNA methyltransferases.
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Affiliation(s)
- F. Xu
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - C. Mao
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - Y. Ding
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - C. Rui
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - L. Wu
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - A. Shi
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - H. Zhang
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
| | - L. Zhang
- Center for Perinatal Biology, Loma Linda University School of Medicine, CA 92350, USA
| | - Z. Xu
- First Hospital & Perinatal Biology Center of Soochow University, Suzhou 215123, China
- Center for Perinatal Biology, Loma Linda University School of Medicine, CA 92350, USA
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12
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Structure and function of the glycopeptide N-methyltransferase MtfA, a tool for the biosynthesis of modified glycopeptide antibiotics. ACTA ACUST UNITED AC 2009; 16:401-10. [PMID: 19389626 DOI: 10.1016/j.chembiol.2009.02.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2008] [Revised: 02/06/2009] [Accepted: 02/16/2009] [Indexed: 11/21/2022]
Abstract
There is a considerable interest in the modification of existing antibiotics to generate new antimicrobials. Glycopeptide antibiotics (GPAs) are effective against serious Gram-positive bacterial pathogens including methicillin-resistant Staphylococcus aureus. However, resistance to these antibiotics is becoming a serious problem requiring new strategies. We show that the Amycolatopsis orientalis (S)-adenosyl-L-methionine-dependent methyltransferase MtfA, from the vancomycin-class GPA chloroeremomycin biosynthetic pathway, catalyzes in vivo and in vitro methyl transfer to generate methylated GPA derivatives of the teicoplanin class. The crystal structure of MtfA complexed with (S)-adenosyl-L-methionine, (S)-adenosylhomocysteine, or sinefungin inhibitor, coupled with mutagenesis, identified His228 as a likely general base required for methyl transfer to the N terminus of the glycopeptide. Computational docking and molecular dynamics simulations were used to model binding of demethyl-vancomycin aglycone to MtfA. These results demonstrate its utility as a tool for engineering methylated analogs of GPAs.
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13
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Structural and Biochemical Advances in Mammalian DNA Methylation. Epigenomics 2008. [DOI: 10.1007/978-1-4020-9187-2_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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Cheng X, Blumenthal RM. Mammalian DNA methyltransferases: a structural perspective. Structure 2008; 16:341-50. [PMID: 18334209 PMCID: PMC2597194 DOI: 10.1016/j.str.2008.01.004] [Citation(s) in RCA: 269] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2007] [Revised: 01/15/2008] [Accepted: 01/22/2008] [Indexed: 10/22/2022]
Abstract
The methylation of mammalian DNA, primarily at CpG dinucleotides, has long been recognized to play a major role in controlling gene expression, among other functions. Given their importance, it is surprising how many basic questions remain to be answered about the proteins responsible for this methylation and for coordination with the parallel chromatin-marking system that operates at the level of histone modification. This article reviews recent studies on, and discusses the resulting biochemical and structural insights into, the DNA nucleotide methyltransferase (Dnmt) proteins 1, 3a, 3a2, 3b, and 3L.
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Affiliation(s)
- Xiaodong Cheng
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
- Correspondence: (X.C.), (R.M.B.)
| | - Robert M. Blumenthal
- Department of Medical Microbiology and Immunology, and Program in Bioinformatics and Proteomics/Genomics, University of Toledo Health Science Campus, Toledo, OH 43614, USA
- Correspondence: (X.C.), (R.M.B.)
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