Probing the Binding Pathway of BRACO19 to a Parallel-Stranded Human Telomeric G-Quadruplex Using Molecular Dynamics Binding Simulation with AMBER DNA OL15 and Ligand GAFF2 Force Fields.

Abstract:

:Human telomeric DNA G-quadruplex has been identified as a good therapeutic target in cancer treatment. G-quadruplex-specific ligands that stabilize the G-quadruplex have great potential to be developed as anticancer agents. Two crystal structures (an apo form of parallel stranded human telomeric G-quadruplex and its holo form in complex with BRACO19, a potent G-quadruplex ligand) have been solved, yet the binding mechanism and pathway remain elusive. In this study, we simulated the binding of a free BRACO19 molecule to the apo form of the G-quadruplex using the latest AMBER DNA (OL15) and ligand (GAFF2) force fields. Three binding modes have been identified: top stacking, bottom intercalation, and groove binding. Bottom intercalation (51% of the population) resembles the bottom binding pose in the complex crystal structure very well. The groove binding mode is less stable than the bottom binding mode and is likely to be an intermediate state leading to the bottom binding mode. A flip-insertion mechanism was observed in the bottom intercalation mode, during which flipping of the bases outward makes space for ligand insertion, after which the bases flip back to increase the stability of the complex. In addition to reproducing the base-flipping behavior for some loop residues upon ligand binding, the direct alignment type of the ATAT-tetrad was observed in our simulations for the first time. These successes provide initial support for using this combination of the OL15 and GAFF2 force fields to study quadruplex-ligand interactions.

journal_name

J Chem Inf Model

authors

Machireddy B,Kalra G,Jonnalagadda S,Ramanujachary K,Wu C

doi

10.1021/acs.jcim.7b00287

subject

Has Abstract

pub_date

2017-11-27 00:00:00

pages

2846-2864

issue

11

eissn

1549-9596

issn

1549-960X

journal_volume

57

pub_type

杂志文章
  • Delineation of agonist binding to the human histamine H4 receptor using mutational analysis, homology modeling, and ab initio calculations.

    abstract::A three-dimensional homology model of the human histamine H 4 receptor was developed to investigate the binding mode of a series of structurally diverse H 4-agonists, i.e. histamine, clozapine, and the recently described selective, nonimidazole agonist VUF 8430. Mutagenesis studies and docking of these ligands in a rh...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700474a

    authors: Jongejan A,Lim HD,Smits RA,de Esch IJ,Haaksma E,Leurs R

    更新日期:2008-07-01 00:00:00

  • GalaxyDock: protein-ligand docking with flexible protein side-chains.

    abstract::An important issue in developing protein-ligand docking methods is how to incorporate receptor flexibility. Consideration of receptor flexibility using an ensemble of precompiled receptor conformations or by employing an effectively enlarged binding pocket has been reported to be useful. However, direct consideration ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300342z

    authors: Shin WH,Seok C

    更新日期:2012-12-21 00:00:00

  • Jaqpot Quattro: A Novel Computational Web Platform for Modeling and Analysis in Nanoinformatics.

    abstract::Engineered nanomaterials (ENMs) are increasingly infiltrating our lives as a result of their applications across multiple fields. However, ENM formulations may result in the modulation of pathways and mechanisms of toxic action that endanger human health and the environment. Alternative testing methods such as in sili...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00223

    authors: Chomenidis C,Drakakis G,Tsiliki G,Anagnostopoulou E,Valsamis A,Doganis P,Sopasakis P,Sarimveis H

    更新日期:2017-09-25 00:00:00

  • How Reactive are Druggable Cysteines in Protein Kinases?

    abstract::Targeted covalent inhibitors (TCIs) have been successfully developed as high-affinity and selective inhibitors of enzymes of the protein kinase family. These drugs typically act by undergoing an electrophilic addition with an active-site cysteine residue, so design of a TCI begins with the identification of a "druggab...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00454

    authors: Awoonor-Williams E,Rowley CN

    更新日期:2018-09-24 00:00:00

  • Truncated variants of the GCN4 transcription activator protein bind DNA with dramatically different dynamical motifs.

    abstract::The yeast protein GCN4 is a transcriptional activator in the basic leucine zipper (bZip) family, whose distinguishing feature is the "chopstick-like" homodimer of alpha helices formed at the DNA-binding interface. While experiments have shown that truncated versions of the protein retain biologically relevant DNA-bind...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500448e

    authors: McHarris DM,Barr DA

    更新日期:2014-10-27 00:00:00

  • Simulation-Based Algorithm for Two-Dimensional Chemical Structure Diagram Generation of Complex Molecules and Ligand-Protein Interactions.

    abstract::Computer programs for structure diagram generation (SDG) are indispensable cheminformatic tools that translate one- or three-dimensional (1D or 3D) chemical structure data stored in electronic formats to human-readable 2D depictions. Although many such programs are known, only a moderate part of chemical space can be ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00391

    authors: Frączek T

    更新日期:2016-12-27 00:00:00

  • CRDOCK: an ultrafast multipurpose protein-ligand docking tool.

    abstract::An ultrafast docking and virtual screening program, CRDOCK, is presented that contains (1) a search engine that can use a variety of sampling methods and an initial energy evaluation function, (2) several energy minimization algorithms for fine tuning the binding poses, and (3) different scoring functions. This modula...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300194a

    authors: Cortés Cabrera Á,Klett J,Dos Santos HG,Perona A,Gil-Redondo R,Francis SM,Priego EM,Gago F,Morreale A

    更新日期:2012-08-27 00:00:00

  • Protein flexibility in virtual screening: the BACE-1 case study.

    abstract::Simulating protein flexibility is a major issue in the docking-based drug-design process for which a single methodological solution does not exist. In our search of new anti-Alzheimer ligands, we were faced with the challenge of including receptor plasticity in a virtual screening campaign aimed at finding new β-secre...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300390h

    authors: Cosconati S,Marinelli L,Di Leva FS,La Pietra V,De Simone A,Mancini F,Andrisano V,Novellino E,Goodsell DS,Olson AJ

    更新日期:2012-10-22 00:00:00

  • Ensemble docking into multiple crystallographically derived protein structures: an evaluation based on the statistical analysis of enrichments.

    abstract::Docking into multiple receptor conformations ("ensemble docking") has been proposed, and employed, in the hope that it may account for receptor flexibility in virtual screening and thus provide higher enrichments than docking into single rigid receptor structures. The statistical analyses presented in this paper provi...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900407c

    authors: Craig IR,Essex JW,Spiegel K

    更新日期:2010-04-26 00:00:00

  • Modeling compound-target interaction network of traditional Chinese medicines for type II diabetes mellitus: insight for polypharmacology and drug design.

    abstract::In this study, in order to elucidate the action mechanism of traditional Chinese medicines (TCMs) that exhibit clinical efficacy for type II diabetes mellitus (T2DM), an integrated protocol that combines molecular docking and pharmacophore mapping was employed to find the potential inhibitors from TCM for the T2DM-rel...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400146u

    authors: Tian S,Li Y,Li D,Xu X,Wang J,Zhang Q,Hou T

    更新日期:2013-07-22 00:00:00

  • Modeling Binding with Large Conformational Changes: Key Points in Ensemble-Docking Approaches.

    abstract::Protein dynamics play a critical role in ligand binding, and different models have been proposed to explain the relationships between protein motion and molecular recognition. Here, we present a study of ligand-binding processes associated with large conformational changes of a protein to elucidate the critical choice...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00125

    authors: Motta S,Bonati L

    更新日期:2017-07-24 00:00:00

  • A Selectivity Study of FFAR4/FFAR1 Agonists by Molecular Modeling.

    abstract::FFAR4 has been considered as a potential target for metabolic diseases, including diabetes. Some compounds with biphenyl scaffold, represented by compound SR13 reported by our group, showed significant FFAR4 selectivity. However, the molecular basis for their selectivity has not been definitely disclosed. This study p...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00735

    authors: Zhang X,Sun H,Wen X,Yuan H

    更新日期:2019-10-28 00:00:00

  • Heterogeneous Dielectric Implicit Membrane Model for the Calculation of MMPBSA Binding Free Energies.

    abstract::Membrane-bound protein receptors are a primary biological drug target, but the computational analysis of membrane proteins has been limited. In order to improve molecular mechanics Poisson-Boltzmann surface area (MMPBSA) binding free energy calculations for membrane protein-ligand systems, we have optimized a new hete...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00363

    authors: Greene D,Qi R,Nguyen R,Qiu T,Luo R

    更新日期:2019-06-24 00:00:00

  • PIIMS Server: A Web Server for Mutation Hotspot Scanning at the Protein-Protein Interface.

    abstract::Protein-protein interactions (PPIs) play vital roles in regulating biological processes, such as cellular and signaling pathways. Hotspots are certain residues located at protein-protein interfaces that contribute more in protein-protein binding than other residues. Research on the mutational effects of hotspots is im...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00966

    authors: Wu FX,Yang JF,Mei LC,Wang F,Hao GF,Yang GF

    更新日期:2021-01-25 00:00:00

  • On three-electron bonds and hydrogen bonds in the open-shell complexes [H2X2]+ for X = F, Cl, and Br.

    abstract::The [H2X2]+ (X = Cl, Br) formula could refer to two possible stable structures, namely, the hydrogen-bonded complex and the three-electron-bonded one. In contrary to the results published by other authors, we claim that for the F-type structures the hydrogen-bonded form is the only possible one and the [HFFH]+ complex...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci600355g

    authors: Bil A,Berski S,Latajka Z

    更新日期:2007-05-01 00:00:00

  • Performance evaluation of 2D fingerprint and 3D shape similarity methods in virtual screening.

    abstract::Virtual screening (VS) can be accomplished in either ligand- or structure-based methods. In recent times, an increasing number of 2D fingerprint and 3D shape similarity methods have been used in ligand-based VS. To evaluate the performance of these ligand-based methods, retrospective VS was performed on a tailored dir...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300030u

    authors: Hu G,Kuang G,Xiao W,Li W,Liu G,Tang Y

    更新日期:2012-05-25 00:00:00

  • HackaMol: An Object-Oriented Modern Perl Library for Molecular Hacking on Multiple Scales.

    abstract::HackaMol is an open source, object-oriented toolkit written in Modern Perl that organizes atoms within molecules and provides chemically intuitive attributes and methods. The library consists of two components: HackaMol, the core that contains classes for storing and manipulating molecular information, and HackaMol::X...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500359e

    authors: Riccardi D,Parks JM,Johs A,Smith JC

    更新日期:2015-04-27 00:00:00

  • Applicability Domain ANalysis (ADAN): a robust method for assessing the reliability of drug property predictions.

    abstract::We report a novel method called ADAN (Applicability Domain ANalysis) for assessing the reliability of drug property predictions obtained by in silico methods. The assessment provided by ADAN is based on the comparison of the query compound with the training set, using six diverse similarity criteria. For every criteri...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500172z

    authors: Carrió P,Pinto M,Ecker G,Sanz F,Pastor M

    更新日期:2014-05-27 00:00:00

  • The assembly-inducing laulimalide/peloruside a binding site on tubulin: molecular modeling and biochemical studies with [³H]peloruside A.

    abstract::We used synthetic peloruside A for the commercial preparation of [³H]peloruside A. The radiolabeled compound bound to preformed tubulin polymer in amounts stoichiometric with the polymer's tubulin content, with an apparent K(d) value of 0.35 μM. A less active peloruside A analogue, (11-R)-peloruside A and laulimalide ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci1002894

    authors: Nguyen TL,Xu X,Gussio R,Ghosh AK,Hamel E

    更新日期:2010-11-22 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

  • Coupling of Zinc-Binding and Secondary Structure in Nonfibrillar Aβ40 Peptide Oligomerization.

    abstract::Nonfibrillar neurotoxic amyloid β (Aβ) oligomer structures are typically rich in β-sheets, which could be promoted by metal ions like Zn(2+). Here, using molecular dynamics (MD) simulations, we systematically examined combinations of Aβ40 peptide conformations and Zn(2+) binding modes to probe the effects of secondary...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00063

    authors: Xu L,Shan S,Chen Y,Wang X,Nussinov R,Ma B

    更新日期:2015-06-22 00:00:00

  • Search for novel aminoglycosides by combining fragment-based virtual screening and 3D-QSAR scoring.

    abstract::Aminoglycosides are antibiotics targeting the 16S RNA A site of the bacterial ribosome. There have been many efforts directed toward design of their synthetic derivatives, however with only few successes. As RNA binders, aminoglycosides are also a difficult target for computational drug design, since most of the exist...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci800361a

    authors: Setny P,Trylska J

    更新日期:2009-02-01 00:00:00

  • Ligand- and structure-based virtual screening for clathrodin-derived human voltage-gated sodium channel modulators.

    abstract::Voltage-gated sodium channels (VGSC) are attractive targets for drug discovery because of the broad therapeutic potential of their modulators. On the basis of the structure of marine alkaloid clathrodin, we have recently discovered novel subtype-selective VGSC modulators I and II that were used as starting points for ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400505e

    authors: Tomašić T,Hartzoulakis B,Zidar N,Chan F,Kirby RW,Madge DJ,Peigneur S,Tytgat J,Kikelj D

    更新日期:2013-12-23 00:00:00

  • Random forest models to predict aqueous solubility.

    abstract::Random Forest regression (RF), Partial-Least-Squares (PLS) regression, Support Vector Machines (SVM), and Artificial Neural Networks (ANN) were used to develop QSPR models for the prediction of aqueous solubility, based on experimental data for 988 organic molecules. The Random Forest regression model predicted aqueou...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci060164k

    authors: Palmer DS,O'Boyle NM,Glen RC,Mitchell JB

    更新日期:2007-01-01 00:00:00

  • Multidimensional Drift of Sequence Attributes and Functional Profiles in the Superfamily of the Three-Finger Proteins and Their Structural Homologues.

    abstract::Functional diversity of the three-finger-protein domain (TFPD) had been acquired via hypervariability of some sequence positions and extensive insertion/deletion of short AA-segments that caused multidimensional drift of several sequence attributes such as the overall (HI) and local hydrophobicity levels, the isoelect...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00322

    authors: Galat A

    更新日期:2015-09-28 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

  • Computational Prediction and Biochemical Analyses of New Inverse Agonists for the CB1 Receptor.

    abstract::Human cannabinoid type 1 (CB1) G-protein coupled receptor is a potential therapeutic target for obesity. The previously predicted and experimentally validated ensemble of ligand-free conformations of CB1 [Scott, C. E. et al. Protein Sci. 2013 , 22 , 101 - 113 ; Ahn, K. H. et al. Proteins 2013 , 81 , 1304 - 1317] are u...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00581

    authors: Scott CE,Ahn KH,Graf ST,Goddard WA 3rd,Kendall DA,Abrol R

    更新日期:2016-01-25 00:00:00

  • Virtual drug screen schema based on multiview similarity integration and ranking aggregation.

    abstract::The current drug virtual screen (VS) methods mainly include two categories. i.e., ligand/target structure-based virtual screen and that, utilizing protein-ligand interaction fingerprint information based on the large number of complex structures. Since the former one focuses on the one-side information while the later...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200481c

    authors: Kang H,Sheng Z,Zhu R,Huang Q,Liu Q,Cao Z

    更新日期:2012-03-26 00:00:00

  • A probabilistic approach to classifying metabolic stability.

    abstract::Metabolic stability is an important property of drug molecules that should-optimally-be taken into account early on in the drug design process. Along with numerous medium- or high-throughput assays being implemented in early drug discovery, a prediction tool for this property could be of high value. However, metabolic...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700142c

    authors: Schwaighofer A,Schroeter T,Mika S,Hansen K,Ter Laak A,Lienau P,Reichel A,Heinrich N,Müller KR

    更新日期:2008-04-01 00:00:00

  • Computational evidence for the role of Arabidopsis thaliana UVR8 as UV-B photoreceptor and identification of its chromophore amino acids.

    abstract::A homology model of the Arabidopsis thaliana UV resistance locus 8 (UVR8) protein is presented herein, showing a seven-bladed β-propeller conformation similar to the globular structure of RCC1. The UVR8 amino acid sequence contains a very high amount of conserved tryptophans, and the homology model shows that seven of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200017f

    authors: Wu M,Grahn E,Eriksson LA,Strid A

    更新日期:2011-06-27 00:00:00