Exploring inhibitor release pathways in histone deacetylases using random acceleration molecular dynamics simulations.

Abstract:

:Molecular channel exploration perseveres to be the prominent solution for eliciting structure and accessibility of active site and other internal spaces of macromolecules. The volume and silhouette characterization of these channels provides answers for the issues of substrate access and ligand swapping between the obscured active site and the exterior of the protein. Histone deacetylases (HDACs) are metal-dependent enzymes that are involved in the cell growth, cell cycle regulation, and progression, and their deregulations have been linked with different types of cancers. Hence HDACs, especially the class I family, are widely recognized as the important cancer targets, and the characterizations of their structures and functions have been of special interest in cancer drug discovery. The class I HDACs are known to possess two different protein channels, an 11 Å and a 14 Å (named channels A and B1, respectively), of which the former is a ligand or substrate occupying tunnel that leads to the buried active site zinc ion and the latter is speculated to be involved in product release. In this work, we have carried out random acceleration molecular dynamics (RAMD) simulations coupled with the classical molecular dynamics to explore the release of the ligand, N-(2-aminophenyl) benzamide (LLX) from the active sites of the recently solved X-ray crystal structure of HDAC2 and the computationally modeled HDAC1 proteins. The RAMD simulations identified significant structural and dynamic features of the HDAC channels, especially the key 'gate-keeping' amino acid residues that control these channels and the ligand release events. Further, this study identified a novel and unique channel B2, a subchannel from channel B1, in the HDAC1 protein structure. The roles of water molecules in the LLX release from the HDAC1 and HDAC2 enzymes are also discussed. Such structural and dynamic properties of the HDAC protein channels that govern the ligand escape reactions will provide further mechanistic insights into the HDAC enzymes, which, in the long run, have a potential to bring new ideas for developing more promising HDAC inhibitors as well as extend our atomic level understandings on their mechanisms of action.

journal_name

J Chem Inf Model

authors

Kalyaanamoorthy S,Chen YP

doi

10.1021/ci200584f

subject

Has Abstract

pub_date

2012-02-27 00:00:00

pages

589-603

issue

2

eissn

1549-9596

issn

1549-960X

journal_volume

52

pub_type

杂志文章
  • "Social" network of isomers based on bond count distance: algorithms.

    abstract::This paper introduces the concept of an isomer network based on the reaction step counts between pairs of isomers as an alternative means to view and analyze isomer space. The computation of isomer networks is computationally expensive with respect to both run time and memory. Accordingly, this paper focuses on the de...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci4005173

    authors: Kouri TM,Awale M,Slyby JK,Reymond JL,Mehta DP

    更新日期:2014-01-27 00:00:00

  • Develop and test a solvent accessible surface area-based model in conformational entropy calculations.

    abstract::It is of great interest in modern drug design to accurately calculate the free energies of protein-ligand or nucleic acid-ligand binding. MM-PBSA (molecular mechanics Poisson-Boltzmann surface area) and MM-GBSA (molecular mechanics generalized Born surface area) have gained popularity in this field. For both methods, ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300064d

    authors: Wang J,Hou T

    更新日期:2012-05-25 00:00:00

  • Simulation of 2D NMR Spectra of Carbohydrates Using GODESS Software.

    abstract::Glycan Optimized Dual Empirical Spectrum Simulation (GODESS) is a web service, which has been recently shown to be one of the most accurate tools for simulation of (1)H and (13)C 1D NMR spectra of natural carbohydrates and their derivatives. The new version of GODESS supports visualization of the simulated (1)H and (1...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00083

    authors: Kapaev RR,Toukach PV

    更新日期:2016-06-27 00:00:00

  • Structure-Based Rational Design of Novel Inhibitors Against Fructose-1,6-Bisphosphate Aldolase from Candida albicans.

    abstract::Class II fructose-1,6-bisphosphate aldolases (FBA-II) are attractive new targets for the discovery of drugs to combat invasive fungal infection, because they are absent in animals and higher plants. Although several FBA-II inhibitors have been reported, none of these inhibitors exhibit antifungal effect so far. In thi...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00763

    authors: Han X,Zhu X,Hong Z,Wei L,Ren Y,Wan F,Zhu S,Peng H,Guo L,Rao L,Feng L,Wan J

    更新日期:2017-06-26 00:00:00

  • Expert system for predicting reaction conditions: the Michael reaction case.

    abstract::A generic chemical transformation may often be achieved under various synthetic conditions. However, for any specific reagents, only one or a few among the reported synthetic protocols may be successful. For example, Michael β-addition reactions may proceed under different choices of solvent (e.g., hydrophobic, aproti...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500698a

    authors: Marcou G,Aires de Sousa J,Latino DA,de Luca A,Horvath D,Rietsch V,Varnek A

    更新日期:2015-02-23 00:00:00

  • Flux (1): a virtual synthesis scheme for fragment-based de novo design.

    abstract::It is demonstrated that the fragmentation of druglike molecules by applying simplistic pseudo-retrosynthesis results in a stock of chemically meaningful building blocks for de novo molecule generation. A stochastic search algorithm in conjunction with ligand-based similarity scoring (Flux: fragment-based ligand builde...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0503560

    authors: Fechner U,Schneider G

    更新日期:2006-03-01 00:00:00

  • Combinatorial × computational × cheminformatics (C3) approach to characterization of congeneric libraries of organic pollutants.

    abstract::Congeners are molecules based on the same carbon skeleton but are different by the number of substituents and/or a substitution pattern. Examples are 1-chloronaphthalene, 1,4-dichloronaphthalene, and 1,3,8-trichloronaphthalene. Various persistent organic pollutants (POPs) exist in the environment as families of congen...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300289b

    authors: Haranczyk M,Urbaszek P,Ng EG,Puzyn T

    更新日期:2012-11-26 00:00:00

  • ReFlex3D: Refined Flexible Alignment of Molecules Using Shape and Electrostatics.

    abstract::We present an algorithm, ReFlex3D, for the refinement of flexible molecular alignments based on their three-dimensional shape and electrostatic properties. The algorithm is designed to be used with fast conformer generators to refine an initial overlay between two molecules and thus to obtain improved overlaps as judg...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00618

    authors: Schmidt TC,Cosgrove DA,Boström J

    更新日期:2018-04-23 00:00:00

  • A Coarse-Grained Force Field Parameterized for MgCl2 and CaCl2 Aqueous Solutions.

    abstract::Calcium and magnesium ions play important roles in many physicochemical processes. To facilitate the investigation of phenomena related to these ions that occur over large length and time scales, a coarse-grained force field (CGFF) is developed for MgCl2 and CaCl2 aqueous solutions. The ions are modeled by CG beads wi...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00206

    authors: Gong Z,Sun H

    更新日期:2017-07-24 00:00:00

  • CHARMMing: a new, flexible web portal for CHARMM.

    abstract::A new web portal for the CHARMM macromolecular modeling package, CHARMMing (CHARMM interface and graphics, http://www.charmming.org), is presented. This tool provides a user-friendly interface for the preparation, submission, monitoring, and visualization of molecular simulations (i.e., energy minimization, solvation,...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci800133b

    authors: Miller BT,Singh RP,Klauda JB,Hodoscek M,Brooks BR,Woodcock HL 3rd

    更新日期:2008-09-01 00:00:00

  • Aggregation properties of a polymeric anticancer therapeutic: a coarse-grained modeling study.

    abstract::The effects of paclitaxel (PTX) loading fraction and spatial PTX arrangement on poly(γ-glutamyl-glutamate) paclitaxel (PGG-PTX) aggregation were explored using coarse-grained molecular dynamics. Results show that the PTX loading fraction does not significantly impact aggregation, and the spatial PTX arrangement only a...

    journal_title:Journal of chemical information and modeling

    pub_type: 信件

    doi:10.1021/ci200214m

    authors: Peng LX,Yu L,Howell SB,Gough DA

    更新日期:2011-12-27 00:00:00

  • New serotonin 5-HT(6) ligands from common feature pharmacophore hypotheses.

    abstract::Serotonin 5-HT6 receptor antagonists are thought to play an important role in the treatment of psychiatry, Alzheimer's disease, and probably obesity. To find novel and potent 5-HT6 antagonists and to provide a new idea for drug design, we used a ligand-based pharmacophore to perform the virtual screening of a commerci...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700160t

    authors: Kim HJ,Doddareddy MR,Choo H,Cho YS,No KT,Park WK,Pae AN

    更新日期:2008-01-01 00:00:00

  • Generalized topological indices. Modeling gas-phase rate coefficients of atmospheric relevance.

    abstract::We develop the idea that the use of ad hoc molecular descriptors in QSAR/QSPR studies is not an optimal solution. Instead, we propose to optimize these descriptors for the specific properties under study. In the case of topological indices (TIs) we propose the use of the generalized topological indices (GTIs), which a...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci600448b

    authors: Estrada E,Matamala AR

    更新日期:2007-05-01 00:00:00

  • Cross-docking of inhibitors into CDK2 structures. 2.

    abstract::In the preceding paper (Duca, J. S.; Madison, V. S.; Voigt, J. H. J. Chem. Inf. Model. 2008, 48, 659-668), the accuracy of docking and affinity predictions of the Gold and Glide programs were investigated using single protein conformations spanning 150 CDK2/inhibitor crystallographic complexes. High docking accuracy w...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700428d

    authors: Voigt JH,Elkin C,Madison VS,Duca JS

    更新日期:2008-03-01 00:00:00

  • Assessment of the Cruzain Cysteine Protease Reversible and Irreversible Covalent Inhibition Mechanism.

    abstract::Reversible and irreversible covalent ligands are advanced cysteine protease inhibitors in the drug development pipeline. K777 is an irreversible inhibitor of cruzain, a necessary enzyme for the survival of the Trypanosoma cruzi (T. cruzi) parasite, the causative agent of Chagas disease. Despite their importance, irrev...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b01138

    authors: Silva JRA,Cianni L,Araujo D,Batista PHJ,de Vita D,Rosini F,Leitão A,Lameira J,Montanari CA

    更新日期:2020-03-23 00:00:00

  • Visualization of Solar Cell Library Space by Dimensionality Reduction Methods.

    abstract::Visualizing high-dimensional data by projecting them into a two- or three-dimensional space is a popular approach in many scientific fields, including computer-aided drug design and cheminformatics. In contrast, dimensionality reduction techniques have been far less explored for materials informatics. Nevertheless, si...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00552

    authors: Kaspi O,Yosipof A,Senderowitz H

    更新日期:2018-12-24 00:00:00

  • Predictive models for cytochrome p450 isozymes based on quantitative high throughput screening data.

    abstract::The human cytochrome P450 (CYP450) isozymes are the most important enzymes in the body to metabolize many endogenous and exogenous substances including environmental toxins and therapeutic drugs. Any unnecessary interactions between a small molecule and CYP450 isozymes may raise a potential to disarm the integrity of ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200311w

    authors: Sun H,Veith H,Xia M,Austin CP,Huang R

    更新日期:2011-10-24 00:00:00

  • In vitro drug sensitivity-gene expression correlations involve a tissue of origin dependency.

    abstract::A major concern of chemogenomics is to associate drug activity with biological variables. Several reports have clustered cell line drug activity profiles as well as drug activity-gene expression correlation profiles and noted that the resulting groupings differ but still reflect mechanism of action. The present paper ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci060073n

    authors: Andersson CR,Fryknäs M,Rickardson L,Larsson R,Isaksson A,Gustafsson MG

    更新日期:2007-01-01 00:00:00

  • SARANEA: a freely available program to mine structure-activity and structure-selectivity relationship information in compound data sets.

    abstract::We introduce SARANEA, an open-source Java application for interactive exploration of structure-activity relationship (SAR) and structure-selectivity relationship (SSR) information in compound sets of any source. SARANEA integrates various SAR and SSR analysis functions and utilizes a network-like similarity graph data...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900416a

    authors: Lounkine E,Wawer M,Wassermann AM,Bajorath J

    更新日期:2010-01-01 00:00:00

  • Allosteric Modulation of Human Hsp90α Conformational Dynamics.

    abstract::Central to Hsp90's biological function is its ability to interconvert between various conformational states. Drug targeting of Hsp90's regulatory mechanisms, including its modulation by cochaperone association, presents as an attractive therapeutic strategy for Hsp90 associated pathologies. In this study, we utilized ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00630

    authors: Penkler DL,Atilgan C,Tastan Bishop Ö

    更新日期:2018-02-26 00:00:00

  • Efficiency of Stratification for Ensemble Docking Using Reduced Ensembles.

    abstract::Molecular docking can account for receptor flexibility by combining the docking score over multiple rigid receptor conformations, such as snapshots from a molecular dynamics simulation. Here, we evaluate a number of common snapshot selection strategies using a quality metric from stratified sampling, the efficiency of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00314

    authors: Xie B,Clark JD,Minh DDL

    更新日期:2018-09-24 00:00:00

  • Posetic quantitative superstructure/activity relationships (QSSARs) for chlorobenzenes.

    abstract::As a result of the widespread industrial use of polychlorinated hydrocarbons, they have accumulated in nearly all types of environmental compartments, especially in aquatic systems. Particularly, chloroaromatics are among the most undesirable industrial effluents because of their persistence and toxicity. To predict c...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0501342

    authors: Ivanciuc T,Ivanciuc O,Klein DJ

    更新日期:2005-07-01 00:00:00

  • Protein kinases: docking and homology modeling reliability.

    abstract::A database of about 700 high-resolution kinase structures was used to test the reliability of 17 docking procedures (using six docking software packages) by means of self- and cross-docking studies. The analysis of about 80 000 docking calculations suggests that the docking of an unknown ligand into a kinase has a pro...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci100161z

    authors: Tuccinardi T,Botta M,Giordano A,Martinelli A

    更新日期:2010-08-23 00:00:00

  • Trust, but Verify II: A Practical Guide to Chemogenomics Data Curation.

    abstract::There is a growing public concern about the lack of reproducibility of experimental data published in peer-reviewed scientific literature. Herein, we review the most recent alerts regarding experimental data quality and discuss initiatives taken thus far to address this problem, especially in the area of chemical geno...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章,评审

    doi:10.1021/acs.jcim.6b00129

    authors: Fourches D,Muratov E,Tropsha A

    更新日期:2016-07-25 00:00:00

  • Structure-based approach for the study of estrogen receptor binding affinity and subtype selectivity.

    abstract::Estrogens exert important physiological effects through the modulation of two human estrogen receptor (hER) subtypes, alpha (hERalpha) and beta (hERbeta). Because the levels and relative proportion of hERalpha and hERbeta differ significantly in different target cells, selective hER ligands could target specific tissu...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci8002182

    authors: Salum LB,Polikarpov I,Andricopulo AD

    更新日期:2008-11-01 00:00:00

  • Heteroaromatic π-stacking energy landscapes.

    abstract::In this study we investigate π-stacking interactions of a variety of aromatic heterocycles with benzene using dispersion corrected density functional theory. We calculate extensive potential energy surfaces for parallel-displaced interaction geometries. We find that dispersion contributes significantly to the interact...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500183u

    authors: Huber RG,Margreiter MA,Fuchs JE,von Grafenstein S,Tautermann CS,Liedl KR,Fox T

    更新日期:2014-05-27 00:00:00

  • Cyclohexane-Based Scaffold Molecules Acting as Anion Transport, Anionophores, via Noncovalent Interactions.

    abstract::A theoretical study of a variety of cyclohexane-based anion transporters interacting with the chloride anion has been conducted using density functional theory. The calculations have been performed in the gas phase but also, in order to describe the solvation effects on the interaction, two different solvents-chlorofo...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00154

    authors: Sánchez-Sanz G,Trujillo C

    更新日期:2019-05-28 00:00:00

  • Predicting Toxicities of Diverse Chemical Pesticides in Multiple Avian Species Using Tree-Based QSAR Approaches for Regulatory Purposes.

    abstract::A comprehensive safety evaluation of chemicals should require toxicity assessment in both the aquatic and terrestrial test species. Due to the application practices and nature of chemical pesticides, the avian toxicity testing is considered as an essential requirement in the risk assessment process. In this study, tre...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00139

    authors: Basant N,Gupta S,Singh KP

    更新日期:2015-07-27 00:00:00

  • FAME 3: Predicting the Sites of Metabolism in Synthetic Compounds and Natural Products for Phase 1 and Phase 2 Metabolic Enzymes.

    abstract::In this work we present the third generation of FAst MEtabolizer (FAME 3), a collection of extra trees classifiers for the prediction of sites of metabolism (SoMs) in small molecules such as drugs, druglike compounds, natural products, agrochemicals, and cosmetics. FAME 3 was derived from the MetaQSAR database ( Pedre...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00376

    authors: Šícho M,Stork C,Mazzolari A,de Bruyn Kops C,Pedretti A,Testa B,Vistoli G,Svozil D,Kirchmair J

    更新日期:2019-08-26 00:00:00

  • Efficient Strategy for the Calculation of Solvation Free Energies in Water and Chloroform at the Quantum Mechanical/Molecular Mechanical Level.

    abstract::The partitioning of solute molecules between immiscible solvents with significantly different polarities is of great importance. The polarization between the solute and solvent molecules plays an essential role in determining the solubility of the solute, which makes computational studies utilizing molecular mechanics...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00001

    authors: Wang M,Li P,Jia X,Liu W,Shao Y,Hu W,Zheng J,Brooks BR,Mei Y

    更新日期:2017-10-23 00:00:00