Binding Residence Time through Scaled Molecular Dynamics: A Prospective Application to hDAAO Inhibitors.

Abstract:

:Traditionally, a drug potency is expressed in terms of thermodynamic quantities, mostly Kd, and empirical IC50 values. Although binding affinity as an estimate of drug activity remains relevant, it is increasingly clear that it is also important to include (un)binding kinetic parameters in the characterization of potential drug-like molecules. Herein, we used standard in silico screening to identify a series of structurally related inhibitors of hDAAO, a flavoprotein involved in schizophrenia and neuropathic pain. We applied a novel methodology, based on scaled molecular dynamics, to rank them according to their residence times. Notably, we challenged the application in a prospective fashion for the first time. The good agreement between experimental residence times and the predicted residence times highlighted the procedure's reliability in both predictive and refinement scenarios. Additionally, through further inspection of the performed simulations, we substantiated a previous hypothesis on the involvement of a protein loop during ligand unbinding.

journal_name

J Chem Inf Model

authors

Bernetti M,Rosini E,Mollica L,Masetti M,Pollegioni L,Recanatini M,Cavalli A

doi

10.1021/acs.jcim.8b00518

subject

Has Abstract

pub_date

2018-11-26 00:00:00

pages

2255-2265

issue

11

eissn

1549-9596

issn

1549-960X

journal_volume

58

pub_type

杂志文章
  • Potent Human Telomerase Inhibitors: Molecular Dynamic Simulations, Multiple Pharmacophore-Based Virtual Screening, and Biochemical Assays.

    abstract::Telomere maintenance is a universal cancer hallmark, and small molecules that disrupt telomere maintenance generally have anticancer properties. Since the vast majority of cancer cells utilize telomerase activity for telomere maintenance, the enzyme has been considered as an anticancer drug target. Recently, rational ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00336

    authors: Shirgahi Talari F,Bagherzadeh K,Golestanian S,Jarstfer M,Amanlou M

    更新日期:2015-12-28 00:00:00

  • HLA-DM Stabilizes the Empty MHCII Binding Groove: A Model Using Customized Natural Move Monte Carlo.

    abstract::MHC class II molecules bind peptides derived from extracellular proteins that have been ingested by antigen-presenting cells and display them to the immune system. Peptide loading occurs within the antigen-presenting cell and is facilitated by HLA-DM. HLA-DM stabilizes the open conformation of the MHCII binding groove...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00104

    authors: Demharter S,Knapp B,Deane C,Minary P

    更新日期:2019-06-24 00:00:00

  • Gas-phase and solution conformations of selected dimeric structural units of heparin.

    abstract::The molecular structure of four dimeric units (D-E, E-F, F-G, and G-H) of the DEFGH structural unit of heparin, their anionic forms, and their sodium salts have been studied using the B3LYP/6-31+G(d) method. The optimized geometries indicate that the most stable structure of these dimeric units in neutral state is sta...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci060060+

    authors: Remko M,von der Lieth CW

    更新日期:2006-07-01 00:00:00

  • The valence state combination model: a generic framework for handling tautomers and protonation states.

    abstract::The consistent handling of molecules is probably the most basic and important requirement in the field of cheminformatics. Reliable results can only be obtained if the underlying calculations are independent of the specific way molecules are represented in the input data. However, ensuring consistency is a complex tas...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400724v

    authors: Urbaczek S,Kolodzik A,Rarey M

    更新日期:2014-03-24 00:00:00

  • Accurate Estimation of pKb Values for Amino Groups from Surface Electrostatic Potential (VS,min) Calculations: The Isoelectric Points of Amino Acids as a Case Study.

    abstract::Theoretical calculation of equilibrium dissociation constants is a very computationally demanding and time-consuming process since it requires an extremely accurate computation of the solvation free energy changes for each of the species involved. By correlating the minimum surface electrostatic potential (VS,min) on ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b01173

    authors: Sandoval-Lira J,Mondragón-Solórzano G,Lugo-Fuentes LI,Barroso-Flores J

    更新日期:2020-03-23 00:00:00

  • Protein Preparation Automatic Protocol for High-Throughput Inverse Virtual Screening: Accelerating the Target Identification by Computational Methods.

    abstract::Structure-based virtual screening is highly used in the early stages of drug discovery to identify new putative lead compounds for a given target. However, when a small molecule elicits a biological effect, but its target is unknown, or the side effects it causes arise from its undesired interaction with unknown count...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00428

    authors: De Vita S,Lauro G,Ruggiero D,Terracciano S,Riccio R,Bifulco G

    更新日期:2019-11-25 00:00:00

  • Dependence of QSAR models on the selection of trial descriptor sets: a demonstration using nanotoxicity endpoints of decorated nanotubes.

    abstract::Little attention has been given to the selection of trial descriptor sets when designing a QSAR analysis even though a great number of descriptor classes, and often a greater number of descriptors within a given class, are now available. This paper reports an effort to explore interrelationships between QSAR models an...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci3005308

    authors: Shao CY,Chen SZ,Su BH,Tseng YJ,Esposito EX,Hopfinger AJ

    更新日期:2013-01-28 00:00:00

  • T-Cell Receptor Binding Affects the Dynamics of the Peptide/MHC-I Complex.

    abstract::The recognition of peptide/MHC by T-cell receptors is one of the most important interactions in the adaptive immune system. A large number of computational studies have investigated the structural dynamics of this interaction. However, to date only limited attention has been paid to differences between the dynamics of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00511

    authors: Knapp B,Deane CM

    更新日期:2016-01-25 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

  • Discovery of New SIRT2 Inhibitors by Utilizing a Consensus Docking/Scoring Strategy and Structure-Activity Relationship Analysis.

    abstract::SIRT2, which is a NAD+ (nicotinamide adenine dinucleotide) dependent deacetylase, has been demonstrated to play an important role in the occurrence and development of a variety of diseases such as cancer, ischemia-reperfusion, and neurodegenerative diseases. Small molecule inhibitors of SIRT2 are thought to be potenti...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00714

    authors: Huang S,Song C,Wang X,Zhang G,Wang Y,Jiang X,Sun Q,Huang L,Xiang R,Hu Y,Li L,Yang S

    更新日期:2017-04-24 00:00:00

  • Exploration of Interfacial Hydration Networks of Target-Ligand Complexes.

    abstract::Interfacial hydration strongly influences interactions between biomolecules. For example, drug-target complexes are often stabilized by hydration networks formed between hydrophilic residues and water molecules at the interface. Exhaustive exploration of hydration networks is challenging for experimental as well as th...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00638

    authors: Jeszenői N,Bálint M,Horváth I,van der Spoel D,Hetényi C

    更新日期:2016-01-25 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

  • Force Field Benchmark of Amino Acids. 2. Partition Coefficients between Water and Organic Solvents.

    abstract::The partitioning of amino acids between water and apolar environments is of vital importance in protein function and drug delivery. Here we present an extensive benchmark for octanol/water (log Poct), chloroform/water (log Pclf), and cyclohexane/water (log Pchx) partition coefficients of neutral amino acid side chain ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00493

    authors: Zhang H,Jiang Y,Cui Z,Yin C

    更新日期:2018-08-27 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

  • Loop Grafting between Similar Local Environments for Fc-Silent Antibodies.

    abstract::Reduction of the affinity of the fragment crystallizable (Fc) region with immune receptors by substitution of one or a few amino acids, known as Fc-silencing, is an established approach to reduce the immune effector functions of monoclonal antibody therapeutics. This approach to Fc-silencing, however, is problematic a...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b01198

    authors: Lešnik S,Hodošček M,Podobnik B,Konc J

    更新日期:2020-11-23 00:00:00

  • Structure-based design and screen of novel inhibitors for class II 3-hydroxy-3-methylglutaryl coenzyme A reductase from Streptococcus pneumoniae.

    abstract::3-Hydroxy-3-methylglutaryl coenzyme A reductase (HMGR) is a primary target in the current clinical treatment of hypercholesterolemia with specific inhibitors of "statin" family. Statins are excellent inhibitors of the class I (human) enzyme but relatively poor inhibitors of the class II enzyme, which are well-known as...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300163v

    authors: Li D,Gui J,Li Y,Feng L,Han X,Sun Y,Sun T,Chen Z,Cao Y,Zhang Y,Zhou L,Hu X,Ren Y,Wan J

    更新日期:2012-07-23 00:00:00

  • Solvent accessible surface area-based hot-spot detection methods for protein-protein and protein-nucleic acid interfaces.

    abstract::Due to the importance of hot-spots (HS) detection and the efficiency of computational methodologies, several HS detecting approaches have been developed. The current paper presents new models to predict HS for protein-protein and protein-nucleic acid interactions with better statistics compared with the ones currently...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500760m

    authors: Munteanu CR,Pimenta AC,Fernandez-Lozano C,Melo A,Cordeiro MN,Moreira IS

    更新日期:2015-05-26 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

  • 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

  • Metabotropic glutamate receptor-mediated currents at the climbing fiber to Purkinje cell synapse.

    abstract::Different forms of synaptic plasticity in the cerebellum expressed at the synapses onto Purkinje cells (PCs) are mediated by membrane metabotropic glutamate receptors (mGluRs). There are three main mGluR groups with a total of 8 subtypes. Although mGluRs are also found at the climbing fiber (CF) to PC synapses, the di...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci050161s

    authors: Andjus PR,Bajić A,Zhu L,Strata P

    更新日期:2005-11-01 00:00:00

  • Pathway analysis for drug repositioning based on public database mining.

    abstract::Sixteen FDA-approved drugs were investigated to elucidate their mechanisms of action (MOAs) and clinical functions by pathway analysis based on retrieved drug targets interacting with or affected by the investigated drugs. Protein and gene targets and associated pathways were obtained by data-mining of public database...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci4005354

    authors: Pan Y,Cheng T,Wang Y,Bryant SH

    更新日期:2014-02-24 00:00:00

  • Improving Protein-Ligand Docking Results with High-Throughput Molecular Dynamics Simulations.

    abstract::Structure-based virtual screening relies on classical scoring functions that often fail to reliably discriminate binders from nonbinders. In this work, we present a high-throughput protein-ligand complex molecular dynamics (MD) simulation that uses the output from AutoDock Vina to improve docking results in distinguis...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00057

    authors: Guterres H,Im W

    更新日期:2020-04-27 00:00:00

  • Perturbation-Theory and Machine Learning (PTML) Model for High-Throughput Screening of Parham Reactions: Experimental and Theoretical Studies.

    abstract::Machine learning (ML) algorithms are gaining importance in the processing of chemical information and modeling of chemical reactivity problems. In this work, we have developed a perturbation-theory and machine learning (PTML) model combining perturbation theory (PT) and ML algorithms for predicting the yield of a give...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00286

    authors: Simón-Vidal L,García-Calvo O,Oteo U,Arrasate S,Lete E,Sotomayor N,González-Díaz H

    更新日期:2018-07-23 00:00:00

  • Leave-cluster-out cross-validation is appropriate for scoring functions derived from diverse protein data sets.

    abstract::With the emergence of large collections of protein-ligand complexes complemented by binding data, as found in PDBbind or BindingMOAD, new opportunities for parametrizing and evaluating scoring functions have arisen. With huge data collections available, it becomes feasible to fit scoring functions in a QSAR style, i.e...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci100264e

    authors: Kramer C,Gedeck P

    更新日期:2010-11-22 00:00:00

  • Drug effect prediction by polypharmacology-based interaction profiling.

    abstract::Most drugs exert their effects via multitarget interactions, as hypothesized by polypharmacology. While these multitarget interactions are responsible for the clinical effect profiles of drugs, current methods have failed to uncover the complex relationships between them. Here, we introduce an approach which is able t...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci2002022

    authors: Simon Z,Peragovics A,Vigh-Smeller M,Csukly G,Tombor L,Yang Z,Zahoránszky-Kohalmi G,Végner L,Jelinek B,Hári P,Hetényi C,Bitter I,Czobor P,Málnási-Csizmadia A

    更新日期:2012-01-23 00:00:00

  • Lessons learned in empirical scoring with smina from the CSAR 2011 benchmarking exercise.

    abstract::We describe a general methodology for designing an empirical scoring function and provide smina, a version of AutoDock Vina specially optimized to support high-throughput scoring and user-specified custom scoring functions. Using our general method, the unique capabilities of smina, a set of default interaction terms ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300604z

    authors: Koes DR,Baumgartner MP,Camacho CJ

    更新日期:2013-08-26 00:00:00

  • Computational Design of Biologically Active Anticancer Peptides and Their Interactions with Heterogeneous POPC/POPS Lipid Membranes.

    abstract::Over the last few decades, anticancer peptides (ACPs) have turned into potential warheads against cancer. Apart from small molecules and monoclonal antibodies, ACPs have been proven to be effective against cancer cells. ACPs are small cationic peptides that selectively bind to the negatively charged cancer cell membra...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00348

    authors: Singh M,Kumar V,Sikka K,Thakur R,Harioudh MK,Mishra DP,Ghosh JK,Siddiqi MI

    更新日期:2020-01-27 00:00:00

  • In silico target predictions: defining a benchmarking data set and comparison of performance of the multiclass Naïve Bayes and Parzen-Rosenblatt window.

    abstract::In this study, two probabilistic machine-learning algorithms were compared for in silico target prediction of bioactive molecules, namely the well-established Laplacian-modified Naïve Bayes classifier (NB) and the more recently introduced (to Cheminformatics) Parzen-Rosenblatt Window. Both classifiers were trained in ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300435j

    authors: Koutsoukas A,Lowe R,Kalantarmotamedi Y,Mussa HY,Klaffke W,Mitchell JB,Glen RC,Bender A

    更新日期:2013-08-26 00:00:00

  • Structural protein-ligand interaction fingerprints (SPLIF) for structure-based virtual screening: method and benchmark study.

    abstract::Accurate and affordable assessment of ligand-protein affinity for structure-based virtual screening (SB-VS) is a standing challenge. Hence, empirical postdocking filters making use of various types of structure-activity information may prove useful. Here, we introduce one such filter based upon three-dimensional struc...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500319f

    authors: Da C,Kireev D

    更新日期:2014-09-22 00:00:00

  • Pharmacophore Model for Wnt/Porcupine Inhibitors and Its Use in Drug Design.

    abstract::Porcupine is a component of the Wnt pathway which regulates cell proliferation, migration, stem cell self-renewal, and differentiation. The Wnt pathway has been shown to be dysregulated in a variety of cancers. Porcupine is a membrane bound O-acyltransferase that palmitoylates Wnt. Inhibiting porcupine blocks the secr...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00159

    authors: Poulsen A,Ho SY,Wang W,Alam J,Jeyaraj DA,Ang SH,Tan ES,Lin GR,Cheong VW,Ke Z,Lee MA,Keller TH

    更新日期:2015-07-27 00:00:00