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Serrano JC, von Trentini D, Berríos KN, Barka A, Dmochowski IJ, Kohli RM. Structure-Guided Design of a Potent and Specific Inhibitor against the Genomic Mutator APOBEC3A. ACS Chem Biol 2022; 17:3379-3388. [PMID: 36475588 PMCID: PMC9990883 DOI: 10.1021/acschembio.2c00796] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Nucleic acid structure plays a critical role in governing the selectivity of DNA- and RNA-modifying enzymes. In the case of the APOBEC3 family of cytidine deaminases, these enzymes catalyze the conversion of cytosine (C) to uracil (U) in single-stranded DNA, primarily in the context of innate immunity. DNA deamination can also have pathological consequences, accelerating the evolution of viral genomes or, when the host genome is targeted by either APOBEC3A (A3A) or APOBEC3B (A3B), promoting tumor evolution leading to worse patient prognosis and chemotherapeutic resistance. For A3A, nucleic acid secondary structure has emerged as a critical determinant of substrate targeting, with a predilection for DNA that can form stem loop hairpins. Here, we report the development of a specific nanomolar-level, nucleic acid-based inhibitor of A3A. Our strategy relies on embedding the nucleobase 5-methylzebularine, a mechanism-based inhibitor, into a DNA dumbbell structure, which mimics the ideal substrate secondary structure for A3A. Structure-activity relationship studies using a panel of diverse inhibitors reveal a critical role for the stem and position of the inhibitor moiety in achieving potent inhibition. Moreover, we demonstrate that DNA dumbbell inhibitors, but not nonstructured inhibitors, show specificity against A3A relative to the closely related catalytic domain of A3B. Overall, our work demonstrates the feasibility of leveraging secondary structural preferences in inhibitor design, offering a blueprint for further development of modulators of DNA-modifying enzymes and potential therapeutics to circumvent APOBEC-driven viral and tumor evolution.
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Affiliation(s)
- Juan C. Serrano
- Graduate Group in Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Dora von Trentini
- Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Kiara N. Berríos
- Graduate Group in Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Aleksia Barka
- Department of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Ivan J. Dmochowski
- Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Rahul M. Kohli
- Department of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
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2
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Rallapalli KL, Ranzau BL, Ganapathy KR, Paesani F, Komor AC. Combined Theoretical, Bioinformatic, and Biochemical Analyses of RNA Editing by Adenine Base Editors. CRISPR J 2022; 5:294-310. [PMID: 35353638 DOI: 10.1089/crispr.2021.0131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Adenine base editors (ABEs) have been subjected to multiple rounds of mutagenesis with the goal of optimizing their function as efficient and precise genome editing agents. Despite an ever-expanding data set of ABE mutants and their corresponding DNA or RNA-editing activity, the molecular mechanisms defining these changes remain to be elucidated. In this study, we provide a systematic interpretation of the nature of these mutations using an entropy-based classification model that relies on evolutionary data from extant protein sequences. Using this model in conjunction with experimental analyses, we identify two previously reported mutations that form an epistatic pair in the RNA-editing functional landscape of ABEs. Molecular dynamics simulations reveal the atomistic details of how these two mutations affect substrate-binding and catalytic activity, via both individual and cooperative effects, hence providing insights into the mechanisms through which these two mutations are epistatically coupled.
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Affiliation(s)
- Kartik L Rallapalli
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, USA; University of California San Diego, La Jolla, California, USA
| | - Brodie L Ranzau
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, USA; University of California San Diego, La Jolla, California, USA
| | - Kaushik R Ganapathy
- Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, California, USA; University of California San Diego, La Jolla, California, USA
| | - Francesco Paesani
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, USA; University of California San Diego, La Jolla, California, USA.,Materials Science and Engineering, University of California San Diego, La Jolla, California, USA; and University of California San Diego, La Jolla, California, USA.,San Diego Supercomputer Center, University of California San Diego, La Jolla, California, USA
| | - Alexis C Komor
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, USA; University of California San Diego, La Jolla, California, USA
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3
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Krzeminski P, García-Sanz R, Gutiérrez NC. Zebularine-induced myeloma cell death is accompanied by decreased c-Myc expression. Cell Oncol (Dordr) 2020; 43:743-750. [DOI: 10.1007/s13402-020-00516-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/03/2020] [Indexed: 12/15/2022] Open
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4
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Manska S, Octaviano R, Rossetto CC. 5-Ethynyl-2'-deoxycytidine and 5-ethynyl-2'-deoxyuridine are differentially incorporated in cells infected with HSV-1, HCMV, and KSHV viruses. J Biol Chem 2020; 295:5871-5890. [PMID: 32205447 PMCID: PMC7196651 DOI: 10.1074/jbc.ra119.012378] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 03/18/2020] [Indexed: 11/06/2022] Open
Abstract
Nucleoside analogues are a valuable experimental tool. Incorporation of these molecules into newly synthesized DNA (i.e. pulse-labeling) is used to monitor cell proliferation or to isolate nascent DNA. Some of the most common nucleoside analogues used for pulse-labeling of DNA in cells are the deoxypyrimidine analogues 5-ethynyl-2'-deoxyuridine (EdU) and 5-ethynyl-2'-deoxycytidine (EdC). Click chemistry enables conjugation of an azide molecule tagged with a fluorescent dye or biotin to the alkyne of the analog, which can then be used to detect incorporation of EdU and EdC into DNA. The use of EdC is often recommended because of the potential cytotoxicity associated with EdU during longer incubations. Here, by comparing the relative incorporation efficiencies of EdU and EdC during short 30-min pulses, we demonstrate significantly lower incorporation of EdC than of EdU in noninfected human fibroblast cells or in cells infected with either human cytomegalovirus or Kaposi's sarcoma-associated herpesvirus. Interestingly, cells infected with herpes simplex virus type-1 (HSV-1) incorporated EdC and EdU at similar levels during short pulses. Of note, exogenous expression of HSV-1 thymidine kinase increased the incorporation efficiency of EdC. These results highlight the limitations when using substituted pyrimidine analogues in pulse-labeling and suggest that EdU is the preferable nucleoside analogue for short pulse-labeling experiments, resulting in increased recovery and sensitivity for downstream applications. This is an important discovery that may help to better characterize the biochemical properties of different nucleoside analogues with a given kinase, ultimately leading to significant differences in labeling efficiency of nascent DNA.
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Affiliation(s)
- Salomé Manska
- Department of Microbiology and Immunology, University of Nevada, Reno, School of Medicine, Reno, Nevada 89557
| | - Rionna Octaviano
- Department of Microbiology and Immunology, University of Nevada, Reno, School of Medicine, Reno, Nevada 89557
| | - Cyprian C Rossetto
- Department of Microbiology and Immunology, University of Nevada, Reno, School of Medicine, Reno, Nevada 89557.
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5
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Chen D, Li Y, Guo W, Li Y, Savidge T, Li X, Fan X. The shielding effect of metal complexes on the binding affinities of ligands to metalloproteins. Phys Chem Chem Phys 2019; 21:205-216. [DOI: 10.1039/c8cp06555a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
The contributions of metal–ligand interactions to the ligand binding affinities are largely reduced by the shielding effects of metal complexes.
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Affiliation(s)
- Deliang Chen
- Jiangxi Key Laboratory of Organo-Pharmaceutical Chemistry
- Chemistry and Chemical Engineering College
- Gannan Normal University
- Ganzhou
- P. R. China
| | - Yibao Li
- Jiangxi Key Laboratory of Organo-Pharmaceutical Chemistry
- Chemistry and Chemical Engineering College
- Gannan Normal University
- Ganzhou
- P. R. China
| | - Wei Guo
- Jiangxi Key Laboratory of Organo-Pharmaceutical Chemistry
- Chemistry and Chemical Engineering College
- Gannan Normal University
- Ganzhou
- P. R. China
| | - Yongdong Li
- Jiangxi Key Laboratory of Organo-Pharmaceutical Chemistry
- Chemistry and Chemical Engineering College
- Gannan Normal University
- Ganzhou
- P. R. China
| | - Tor Savidge
- Department of Pathology & Immunology
- Baylor College of Medicine
- Houston
- USA
- Texas Children's Microbiome Center
| | - Xun Li
- Jiangxi Key Laboratory of Organo-Pharmaceutical Chemistry
- Chemistry and Chemical Engineering College
- Gannan Normal University
- Ganzhou
- P. R. China
| | - Xiaolin Fan
- Jiangxi Key Laboratory of Organo-Pharmaceutical Chemistry
- Chemistry and Chemical Engineering College
- Gannan Normal University
- Ganzhou
- P. R. China
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6
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Abstract
Entropic effects have often been invoked to explain the extraordinary catalytic power of enzymes. In particular, the hypothesis that enzymes can use part of the substrate-binding free energy to reduce the entropic penalty associated with the subsequent chemical transformation has been very influential. The enzymatic reaction of cytidine deaminase appears to be a distinct example. Here, substrate binding is associated with a significant entropy loss that closely matches the activation entropy penalty for the uncatalyzed reaction in water, whereas the activation entropy for the rate-limiting catalytic step in the enzyme is close to zero. Herein, we report extensive computer simulations of the cytidine deaminase reaction and its temperature dependence. The energetics of the catalytic reaction is first evaluated by density functional theory calculations. These results are then used to parametrize an empirical valence bond description of the reaction, which allows efficient sampling by molecular dynamics simulations and computation of Arrhenius plots. The thermodynamic activation parameters calculated by this approach are in excellent agreement with experimental data and indeed show an activation entropy close to zero for the rate-limiting transition state. However, the origin of this effect is a change of reaction mechanism compared the uncatalyzed reaction. The enzyme operates by hydroxide ion attack, which is intrinsically associated with a favorable activation entropy. Hence, this has little to do with utilization of binding free energy to pay the entropic penalty but rather reflects how a preorganized active site can stabilize a reaction path that is not operational in solution.
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Chu Y, Guo H. QM/MM MD and Free Energy Simulation Study of Methyl Transfer Processes Catalyzed by PKMTs and PRMTs. Interdiscip Sci 2015; 7:309-18. [PMID: 26267708 DOI: 10.1007/s12539-015-0280-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 09/19/2014] [Accepted: 10/17/2014] [Indexed: 11/27/2022]
Abstract
Methyl transfer processes catalyzed by protein lysine methyltransferases (PKMTs) and protein arginine methyltransferases (PRMTs) control important biological events including transcriptional regulation and cell signaling. One important property of these enzymes is that different PKMTs and PRMTs catalyze the formation of different methylated product (product specificity). These different methylation states lead to different biological outcomes. Here, we review the results of quantum mechanics/molecular mechanics molecular dynamics and free energy simulations that have been performed to study the reaction mechanism of PKMTs and PRMTs and the mechanism underlying the product specificity of the methyl transfer processes.
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Affiliation(s)
- Yuzhuo Chu
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian, 116024, China.
| | - Hong Guo
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, TN, 37996, USA
- UT/ORNL Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN, 37831-6164, USA
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8
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He H, Liu ZQ, Li X, Yin JY, Zhai M, Zhou HH. The influence of cytidine deaminase -33delC polymorphism on treatment outcome with high-dose cytarabine in Chinese patients with relapsed acute myeloid leukaemia. J Clin Pharm Ther 2015; 40:555-560. [PMID: 26174689 DOI: 10.1111/jcpt.12309] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2015] [Accepted: 06/23/2015] [Indexed: 11/26/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVE Identification of biomarkers that could predict high-dose cytarabine (Ara-C) efficacy and toxicity is a key issue in individualized therapy. The aim of our study was to evaluate the influence of cytidine deaminase (CDA) single nucleotide polymorphisms (SNPs) -451G>A (rs532545), 435C>T (rs1048977) and -33delC (rs3215400) on treatment outcome in patients with relapsed acute myeloid leukaemia (AML) after high-dose Ara-C chemotherapy. METHODS In total, 173 patients with relapsed AML, treated with high-dose Ara-C chemotherapy, were genotyped for three polymorphisms in CDA gene using the allele-specific matrix-assisted laser desorption/ionization time-of-flight mass spectrometry assays. Binary logistic regression was used to evaluate the influence of selected polymorphisms on tumour response and occurrence of treatment-related toxicity. RESULTS AND DISCUSSION The CC genotype at -33delC, a promoter polymorphism, increased the odds of overall response rate (odds ratio [OR] = 5·125; 95% confidence intervals (CI) = 2·446-10·74; P = 0·0008) and grade ≥3 infection toxicity incidence rate (OR = 3·572; 95% CI = 1·68-7·594; P = 0·003). In multivariable analysis, this polymorphism was a potential independent prognostic marker for the risk of overall response (P = 0·011), but not grade ≥3 infection toxicity incidence rate (P = 0·49). Two other polymorphisms, -451G>A and 435C>T, did not influence treatment outcome, including overall response rate, infection toxicity and nausea/vomiting, in patients with relapsed AML (P > 0·05). WHAT IS NEW AND CONCLUSION The findings suggest that CDA -33delC variant might be a potential marker for predicting treatment outcome in Chinese patients with relapsed AML given high-dose cytarabine chemotherapy.
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Affiliation(s)
- H He
- Research laboratory, Liaoning province Benxi Central Hospital, Liaoning Benxi, China.,Department of Hematology, Liaoning Province Benxi Central Hospital, Liaoning Benxi, China.,Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, China
| | - Z Q Liu
- Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, China
| | - X Li
- Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, China
| | - J Y Yin
- Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, China
| | - M Zhai
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - H H Zhou
- Institute of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Central South University, Changsha, China
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9
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Chu Y, Guo H. QM/MM MD and free energy simulation study of methyl transfer processes catalyzed by PKMTs and PRMTs. Interdiscip Sci 2015. [PMID: 25595588 DOI: 10.1007/s12539-014-0228-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 09/19/2014] [Accepted: 10/17/2014] [Indexed: 09/29/2022]
Abstract
Methyl transfer processes catalyzed by protein lysine methyltransferases (PKMTs) and protein arginine methyltransferases (PRMTs) control important biological events including transcriptional regulation and cell signaling. One important property of these enzymes is that different PKMTs and PRMTs catalyze the formation of different methylated product (product specificity). These different methylation states lead to different biological outcomes. Here we review the results of quantum mechanics/molecular mechanics (QM/MM) molecular dynamics (MD) and free energy simulations that have been performed to study the reaction mechanism of PKMTs and PRMTs and the mechanism underlying the product specificity of the methyl transfer processes.
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Affiliation(s)
- Yuzhuo Chu
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian, 116024, China,
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10
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Manta B, Raushel FM, Himo F. Reaction Mechanism of Zinc-Dependent Cytosine Deaminase from Escherichia coli: A Quantum-Chemical Study. J Phys Chem B 2014; 118:5644-52. [DOI: 10.1021/jp501228s] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Bianca Manta
- Department
of Organic Chemistry, Arrhenius Laboratory, Stockholm University, SE-106
91 Stockholm, Sweden
| | - Frank M. Raushel
- Department of Chemistry, Texas A&M University, P.O. Box 30012, College Station, Texas 77842-3012, United States
| | - Fahmi Himo
- Department
of Organic Chemistry, Arrhenius Laboratory, Stockholm University, SE-106
91 Stockholm, Sweden
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11
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12
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Chu Y, Li G, Guo H. QM/MM MD and free energy simulations of the methylation reactions catalyzed by protein arginine methyltransferase PRMT3. CAN J CHEM 2013. [DOI: 10.1139/cjc-2012-0483] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Protein arginine N-methyltransferases (PRMTs) catalyze the transfer of methyl group(s) from S-adenosyl-l-methionine (AdoMet) to the guanidine group of arginine residue in abundant eukaryotic proteins. Two major types of PRMTs have been identified in mammalian cells. Type I PRMTs catalyze the formation of asymmetric ω-NG, NG-dimethylarginine (ADMA), while Type II PRMTs catalyze the formation of symmetric ω-NG, N′G-dimethylarginine (SDMA). The two different methylation products (ADMA or SDMA) of the substrate could lead to different biological consequences. Although PRMTs have been the subject of extensive experimental investigations, the origin of the product specificity remains unclear. In this study, quantum mechanical/molecular mechanical (QM/MM) molecular dynamics (MD) and free energy simulations are performed to study the reaction mechanism for one of Type I PRMTs, PRMT3, and to gain insights into the energetic origin of its product specificity (ADMA). Our simulations have identified some important interactions and proton transfers involving the active site residues. These interactions and proton transfers seem to be responsible, at least in part, in making the Nη2 atom of the substrate arginine the target of the both 1st and 2nd methylations, leading to the asymmetric dimethylation product. The simulations also suggest that the methyl transfer and proton transfer appear to be somehow concerted processes and that Glu326 is likely to function as the general base during the catalysis.
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Affiliation(s)
- Yuzhuo Chu
- Department of Biochemistry, Cellular and Molecular Biology, University of Tennessee, Knoxville, TN 37996, USA
- National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, TN 37996, USA
| | - Guohui Li
- Laboratory of Molecular Modeling and Design, State key Laboratory of Molecular Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, P. R. China
| | - Hong Guo
- Department of Biochemistry, Cellular and Molecular Biology, University of Tennessee, Knoxville, TN 37996, USA
- UT/ORNL Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA
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13
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Ali HES. Biologically Active Tin Compounds Based on Aziridine and Azepane Derivatives. TENSIDE SURFACT DET 2013. [DOI: 10.3139/113.100364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
Four of new tin(IV) compounds derived from aziridine and azepane substituents have been synthesized and characterization by elemental microanalysis, atomic absorption, FT-IR and 1H-NMR spectroscopy. These tin-derived compounds exhibited biocidal activities on four different microorganisms: Escherichia coli, Staphylococcus aureus, Candida albicans and Aspergillus niger. The use of common and effective biocides depends on the surfactant molecules. On this basis, surface tension measurements were used to determine the critical micellar concentration (cmc), the minimum average area per surfactant molecule (Amin) and the surface excess concentration (Γ∞). A direct relationship has found between the antimicrobial efficacy and Γ∞.
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14
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Islam SM, Roy PN. Performance of the SCC-DFTB Model for Description of Five-Membered Ring Carbohydrate Conformations: Comparison to Force Fields, High-Level Electronic Structure Methods, and Experiment. J Chem Theory Comput 2012; 8:2412-23. [DOI: 10.1021/ct200789w] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Shahidul M. Islam
- Department of Chemistry, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1
| | - Pierre-Nicholas Roy
- Department of Chemistry, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1
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15
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Yang Y, Wang B, Ucisik MN, Cui G, Fierke CA, Merz KM. Insights into the mechanistic dichotomy of the protein farnesyltransferase peptide substrates CVIM and CVLS. J Am Chem Soc 2012; 134:820-3. [PMID: 22206225 DOI: 10.1021/ja209650h] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Protein farnesyltransferase (FTase) catalyzes farnesylation of a variety of peptide substrates. (3)H α-secondary kinetic isotope effect (α-SKIE) measurements of two peptide substrates, CVIM and CVLS, are significantly different and have been proposed to reflect a rate-limiting S(N)2-like transition state with dissociative characteristics for CVIM, while, due to the absence of an isotope effect, CVLS was proposed to have a rate-limiting peptide conformational change. Potential of mean force quantum mechanical/molecular mechanical studies coupled with umbrella sampling techniques were performed to further probe this mechanistic dichotomy. We observe the experimentally proposed transition state (TS) for CVIM but find that CVLS has a symmetric S(N)2 TS, which is also consistent with the absence of a (3)H α-SKIE. These calculations demonstrate facile substrate-dependent alterations in the transition state structure catalyzed by FTase.
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Affiliation(s)
- Yue Yang
- Department of Chemistry and the Quantum Theory Project, 2328 New Physics Building, P.O. Box 118435, University of Florida, Gainesville, Florida 32611-8435, USA
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16
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A general acid–general base reaction mechanism for human brain aspartoacylase: A QM/MM study. COMPUT THEOR CHEM 2012. [DOI: 10.1016/j.comptc.2011.11.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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17
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Zhang C, Guo Y, Xue Y. QM/MM study on catalytic mechanism of aspartate racemase from Pyrococcus horikoshii OT3. Theor Chem Acc 2011. [DOI: 10.1007/s00214-011-0935-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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18
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Yao J, Xu Q, Chen F, Guo H. QM/MM free energy simulations of salicylic acid methyltransferase: effects of stabilization of TS-like structures on substrate specificity. J Phys Chem B 2010; 115:389-96. [PMID: 21166408 DOI: 10.1021/jp1086812] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Salicylic acid methyltransferases (SAMTs) synthesize methyl salicylate (MeSA) using salicylate as the substrate. MeSA synthesized in plants may function as an airborne signal to activate the expression of defense-related genes and could also be a critical mobile signaling molecule that travels from the site of plant infection to establish systemic immunity in the induction of disease resistance. Here the results of QM/MM free energy simulations for the methyl transfer process in Clarkia breweri SAMT (CbSAMT) are reported to determine the origin of the substrate specificity of SAMTs. The free energy barrier for the methyl transfer from S-adenosyl-L-methionine (AdoMet) to 4-hydroxybenzoate in CbSAMT is found to be about 5 kcal/mol higher than that from AdoMet to salicylate, consistent with the experimental observations. It is suggested that the relatively high efficiency for the methylation of salicylate compared to 4-hydroxybenzoate is due, at least in part, to the reason that a part of the stabilization of the transition state (TS) configuration is already reflected in the reactant complex, presumably, through the binding. The results seem to indicate that the creation of the substrate complex (e.g., through mutagenesis and substrate modifications) with its structure closely resembling TS might be fruitful for improving the catalytic efficiency for some enzymes. The results show that the computer simulations may provide important insights into the origin of the substrate specificity for the SABATH family and could be used to help experimental efforts in generating engineered enzymes with altered substrate specificity.
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Affiliation(s)
- Jianzhuang Yao
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, USA
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19
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Zhang CH, Gao JY, Chen ZQ, Xue Y. Molecular dynamics and density functional theory studies of substrate binding and catalysis of human brain aspartoacylase. J Mol Graph Model 2010; 28:799-806. [DOI: 10.1016/j.jmgm.2010.02.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2009] [Revised: 02/06/2010] [Accepted: 02/09/2010] [Indexed: 10/19/2022]
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20
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Smith CR, Smith GK, Yang Z, Xu D, Guo H. Quantum mechanical/molecular mechanical study of anthrax lethal factor catalysis. Theor Chem Acc 2010. [DOI: 10.1007/s00214-010-0765-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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21
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Marquez VE, Schroeder GK, Ludek OR, Siddiqui MA, Ezzitouni A, Wolfenden R. Contrasting behavior of conformationally locked carbocyclic nucleosides of adenosine and cytidine as substrates for deaminases. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2010; 28:614-32. [PMID: 20183605 DOI: 10.1080/15257770903091904] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
In addition to the already known differences between adenosine deaminase (ADA) and cytidine deaminase (CDA) in terms of their tertiary structure, the sphere of Zn(+2) coordination, and their reverse stereochemical preference, we present evidence that the enzymes also differ significantly in terms of the North/South conformational preferences for their substrates and the extent to which the lack of the O(4') oxygen affects the kinetics of the enzymatic deamination of carbocyclic substrates. The carbocyclic nucleoside substrates used in this study have either a flexible cyclopentane ring or a rigid bicyclo[3.1.0]hexane scaffold.
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Affiliation(s)
- Victor E Marquez
- Laboratory of Medicinal Chemistry, Center for Cancer Research, National Cancer Institute at Frederick, National Institutes of Health, Frederick, Maryland, USA.
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22
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Spies MA, Reese JG, Dodd D, Pankow KL, Blanke SR, Baudry J. Determinants of catalytic power and ligand binding in glutamate racemase. J Am Chem Soc 2009; 131:5274-84. [PMID: 19309142 DOI: 10.1021/ja809660g] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Glutamate racemases (EC 5.1.1.3) catalyze the cofactor-independent stereoinversion of D- and L-glutamate and are important for viability in several gram-negative and -positive bacteria. As the only enzyme involved in the stereoinversion of L- to D-glutamate for peptidoglycan biosynthesis, glutamate racemase is an attractive target for the design of antibacterial agents. However, the development of competitive tight-binding inhibitors has been problematic and highly species specific. Despite a number of recent crystal structures of cofactor-independent epimerases and racemases, cocrystallized with substrates or substrate analogues, the source of these enzymes' catalytic power and their ability to acidify the C alpha of amino acids remains unknown. The present integrated computational and experimental study focuses on the glutamate racemase from Bacillus subtilis (RacE). A particular focus is placed on the interaction of the glutamate carbanion intermediate with RacE. Results suggest that the reactive form of the RacE-glutamate carbanion complex, vis-à-vis proton abstraction from C alpha, is significantly different than the RacE-D-glutamate complex on the basis of the crystal structure and possesses dramatically stronger enzyme-ligand interaction energy. In silico and experimental site-directed mutagenesis indicates that the strength of the RacE-glutamate carbanion interaction energy is highly distributed among numerous electrostatic interactions in the active site, rather than being dominated by strong hydrogen bonds. Results from this study are important for laying the groundwork for discovery and design of high-affinity ligands to this class of cofactor-independent racemases.
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Affiliation(s)
- M Ashley Spies
- Department of Biochemistry, Institute for Genomic Biology, University of Illinois, Urbana, Illinois 61801, USA.
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23
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Sorkin A, Truhlar DG, Amin EA. Energies, Geometries, and Charge Distributions of Zn Molecules, Clusters, and Biocenters from Coupled Cluster, Density Functional, and Neglect of Diatomic Differential Overlap Models. J Chem Theory Comput 2009; 5:1254-65. [PMID: 26609716 DOI: 10.1021/ct900038m] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
We present benchmark databases of Zn-ligand bond distances, bond angles, dipole moments, and bond dissociation energies for Zn-containing small molecules and Zn coordination compounds with H, CH3, C2H5, NH3, O, OH, H2O, F, Cl, S, and SCH3 ligands. The test set also includes clusters with Zn-Zn bonds. In addition, we calculated dipole moments and binding energies for Zn centers in coordination environments taken from zinc metalloenzyme X-ray structures, representing both structural and catalytic zinc centers. The benchmark values are based on relativistic-core coupled cluster calculations. These benchmark calculations are used to test the predictions of four density functionals, namely B3LYP and the more recently developed M05-2X, M06, and M06-2X levels of theory, and six semiempirical methods, including neglect of diatomic differential overlap (NDDO) calculations incorporating the new PM3 parameter set for Zn called ZnB, developed by Brothers and co-workers, and the recent PM6 parametrization of Stewart. We found that the best DFT method to reproduce dipole moments and dissociation energies of our Zn compound database is M05-2X, which is consistent with a previous study employing a much smaller and less diverse database and a much larger set of density functionals. Here we show that M05-2X geometries and single-point coupled cluster calculations with M05-2X geometries can also be used as benchmarks for larger compounds, where coupled cluster optimization is impractical, and in particular we use this strategy to extend the geometry, binding energy, and dipole moment databases to additional molecules, and we extend the tests involving crystal-site coordination compounds to two additional proteins. We find that the most predictive NDDO methods for our training set are PM3 and MNDO/d. Notably, we also find large errors in B3LYP for the coordination compounds based on experimental X-ray geometries.
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Affiliation(s)
- Anastassia Sorkin
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 717 Delaware St. SE, Minneapolis, Minnesota 55414-2959, and Department of, Chemistry, University of Minnesota, 207 Pleasant St. SE, Minneapolis, Minnesota, 55455-0431
| | - Donald G Truhlar
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 717 Delaware St. SE, Minneapolis, Minnesota 55414-2959, and Department of, Chemistry, University of Minnesota, 207 Pleasant St. SE, Minneapolis, Minnesota, 55455-0431
| | - Elizabeth A Amin
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 717 Delaware St. SE, Minneapolis, Minnesota 55414-2959, and Department of, Chemistry, University of Minnesota, 207 Pleasant St. SE, Minneapolis, Minnesota, 55455-0431
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24
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Smith AJT, Zhang X, Leach AG, Houk KN. Beyond picomolar affinities: quantitative aspects of noncovalent and covalent binding of drugs to proteins. J Med Chem 2009; 52:225-33. [PMID: 19053779 DOI: 10.1021/jm800498e] [Citation(s) in RCA: 136] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Adam J T Smith
- Department of Chemistry and Biochemistry, University of California, Los Angeles, California 90095, USA
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25
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Bondar AN, Baudry J, Suhai S, Fischer S, Smith JC. Key Role of Active-Site Water Molecules in Bacteriorhodopsin Proton-Transfer Reactions. J Phys Chem B 2008; 112:14729-41. [DOI: 10.1021/jp801916f] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ana-Nicoleta Bondar
- Computational Molecular Biophysics, IWR, University of Heidelberg, Im Neuenheimer Feld 368, D-69120 Heidelberg, Germany, Molecular Biophysics Department, German Cancer Research Center, Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany, University of California at Irvine, Department of Physiology and Biophysics and the Center for Biomembrane Systems, Med. Sci. I, D-374, Irvine, California 92697-4560, University of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge
| | - Jerome Baudry
- Computational Molecular Biophysics, IWR, University of Heidelberg, Im Neuenheimer Feld 368, D-69120 Heidelberg, Germany, Molecular Biophysics Department, German Cancer Research Center, Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany, University of California at Irvine, Department of Physiology and Biophysics and the Center for Biomembrane Systems, Med. Sci. I, D-374, Irvine, California 92697-4560, University of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge
| | - Sándor Suhai
- Computational Molecular Biophysics, IWR, University of Heidelberg, Im Neuenheimer Feld 368, D-69120 Heidelberg, Germany, Molecular Biophysics Department, German Cancer Research Center, Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany, University of California at Irvine, Department of Physiology and Biophysics and the Center for Biomembrane Systems, Med. Sci. I, D-374, Irvine, California 92697-4560, University of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge
| | - Stefan Fischer
- Computational Molecular Biophysics, IWR, University of Heidelberg, Im Neuenheimer Feld 368, D-69120 Heidelberg, Germany, Molecular Biophysics Department, German Cancer Research Center, Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany, University of California at Irvine, Department of Physiology and Biophysics and the Center for Biomembrane Systems, Med. Sci. I, D-374, Irvine, California 92697-4560, University of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge
| | - Jeremy C. Smith
- Computational Molecular Biophysics, IWR, University of Heidelberg, Im Neuenheimer Feld 368, D-69120 Heidelberg, Germany, Molecular Biophysics Department, German Cancer Research Center, Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany, University of California at Irvine, Department of Physiology and Biophysics and the Center for Biomembrane Systems, Med. Sci. I, D-374, Irvine, California 92697-4560, University of Tennessee/Oak Ridge National Laboratory Center for Molecular Biophysics, Oak Ridge
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26
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Temperini C, Innocenti A, Guerri A, Scozzafava A, Rusconi S, Supuran CT. Phosph(on)ate as a zinc-binding group in metalloenzyme inhibitors: X-ray crystal structure of the antiviral drug foscarnet complexed to human carbonic anhydrase I. Bioorg Med Chem Lett 2007; 17:2210-5. [PMID: 17314045 DOI: 10.1016/j.bmcl.2007.01.113] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2007] [Accepted: 01/22/2007] [Indexed: 10/23/2022]
Abstract
Foscarnet (phosphonoformate trisodium salt), an antiviral used for the treatment of HIV and herpes virus infections, also acts as an activator or inhibitor of the metalloenzyme carbonic anhydrase (CA, EC 4.2.1.1). Interaction of the drug with 11 CA isozymes has been investigated kinetically, and the X-ray structure of its adduct with isoform I (hCA I-foscarnet complex) has been resolved. The first CA inhibitor possessing a phosphonate zinc-binding group is thus evidenced, together with the factors governing recognition of such small molecules by a metalloenzyme active site. Foscarnet is also a clear-cut example of modulator of an enzyme activity which can act either as an activator or inhibitor of a CA isozyme.
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Affiliation(s)
- Claudia Temperini
- Università degli Studi di Firenze, Laboratorio di Chimica Bioinorganica, Rm. 188, Via della Lastruccia 3, I-50019 Sesto Fiorentino (Florence), Italy
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27
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Yao L, Cukier RI, Yan H. Catalytic mechanism of guanine deaminase: an ONIOM and molecular dynamics study. J Phys Chem B 2007; 111:4200-10. [PMID: 17394305 DOI: 10.1021/jp0673056] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The catalytic mechanism of Bacillus subtilis guanine deaminase (bGD), a Zn metalloenzyme, has been investigated by a combination of quantum mechanical calculations using the multilayered ONIOM method and molecular dynamics simulations. In contrast to a previously proposed catalytic mechanism, which requires the bound guanine to assume a rare tautomeric state, the ONIOM calculations showed that the active-site residues of the enzyme do not affect the tautomeric state of guanine, and consequently the bound guanine is a tautomer that is the most abundant in aqueous solution. Two residues, Glutamate 55 and Aspartate 114, were found to play important roles in proton shuttling in the reaction. The proposed reaction path is initiated by proton transfer from a Zn-bound water to protonate Asp114. This process may be quite complex and rather dynamic in nature, as revealed by the molecular dynamics (MD) simulations, whereby another water may bridge the Zn-bound water and Asp114, which then is eliminated by positioning of guanine in the active site. The binding of guanine stabilizes protonated Asp114 by hydrogen bond formation. Asp114 can then transfer its proton to the N3 of the bound guanine, facilitating the nucleophilic attack on C2 of the guanine by the Zn-bound hydroxide to form a tetrahedral intermediate. This occurs with a rather low barrier. Glu55 then transfers a proton from the Zn-hydroxide to the amino group of the reaction intermediate and, at this point, the C2-N2 bond has lengthened by 0.2 A compared to guanine, making C2-N2 bond cleavage more facile. The C2-N2 bond breaks forming ammonia, with an energy barrier of approximately 8.8 kcal/mol. Ammonia leaves the active site, and xanthine is freed by the cleavage of the Zn-O2 bond, with a barrier approximately 8.4 kcal/mol. Along this reaction path, the highest barrier comes from C2-N2 bond cleavage, while the barrier from the cleavage of the Zn-O2 bond is slightly smaller. The Zn-O2 bond can be broken without the assistance of water during the release of xanthine.
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Affiliation(s)
- Lishan Yao
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, USA
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28
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Xu D, Guo H, Cui Q. Antibiotic Binding to Dizinc β-Lactamase L1 from Stenotrophomonas maltophilia: SCC-DFTB/CHARMM and DFT Studies. J Phys Chem A 2007; 111:5630-6. [PMID: 17388313 DOI: 10.1021/jp068746s] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
A dizinc beta-lactamase (L1 from Stenotrophomonas maltophilia) complexed with an antibiotic compound (moxalactam) has been studied using a hybrid quantum mechanical/molecular mechanical (QM/MM) approach. The QM region is described by the self-consistent charge-density functional tight binding (SCC-DFTB) model while the MM by CHARMM. The Michaelis complex, which is constructed from a recent X-ray structure of the L1 enzyme with the hydrolyzed moxalactam, is simulated by molecular dynamics. The simulation yields valuable insights into substrate-enzyme interaction, whose implications in the enzyme catalysis are discussed. Finally, the QM/MM results are compared with a high-level density functional theory study of a truncated active-site model and the agreement provides strong support for the SCC-DFTB treatment of the QM region.
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Affiliation(s)
- Dingguo Xu
- Department of Chemistry, University of New Mexico, Albuquerque, New Mexico 87131, USA
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29
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30
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Morgan MA, Reuter CWM. Molecularly targeted therapies in myelodysplastic syndromes and acute myeloid leukemias. Ann Hematol 2006; 85:139-63. [PMID: 16391911 DOI: 10.1007/s00277-005-0051-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2005] [Accepted: 11/11/2005] [Indexed: 12/18/2022]
Abstract
Although there has been significant progress in acute myeloid leukemia (AML) treatment in younger adults during the last decade, standard induction therapy still fails to induce remission in up to 40% of AML patients. Additionally, relapses are common in 50-70% of patients who achieve a complete remission, and only 20-30% of patients enjoy long-term disease-free survival. The natural history of myelodysplastic syndrome (MDS) is variable, with about half of the patients dying from cytopenic complications, and an additional 20-30% transforming to AML. The advanced age of the majority of MDS patients limits the therapeutic strategies often to supportive care. To address these shortcomings, much effort has been directed toward the development of novel treatment strategies that target the evolution and proliferation of malignant clones. Presented here is an overview of molecularly targeted therapies currently being tested in AML and MDS patients, with a focus on FMS-like tyrosine kinase 3 inhibitors, farnesyltransferase inhibitors, antiangiogenesis agents, DNA hypomethylation agents, and histone deacetylase inhibitors.
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MESH Headings
- Age Factors
- Animals
- Antineoplastic Agents/metabolism
- Antineoplastic Agents/therapeutic use
- Cell Proliferation/drug effects
- DNA Methylation/drug effects
- Disease-Free Survival
- Enzyme Inhibitors/metabolism
- Enzyme Inhibitors/therapeutic use
- Histone Acetyltransferases/antagonists & inhibitors
- Humans
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/mortality
- Myelodysplastic Syndromes/drug therapy
- Myelodysplastic Syndromes/metabolism
- Myelodysplastic Syndromes/mortality
- Neovascularization, Pathologic/drug therapy
- Neovascularization, Pathologic/metabolism
- Protein Processing, Post-Translational/drug effects
- Receptor, Macrophage Colony-Stimulating Factor/antagonists & inhibitors
- Receptor, Macrophage Colony-Stimulating Factor/metabolism
- Remission Induction/methods
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Affiliation(s)
- Michael A Morgan
- Department of Hematology, Hemostasis and Oncology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
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