BCL::MolAlign: Three-Dimensional Small Molecule Alignment for Pharmacophore Mapping.

Abstract:

:Small molecule flexible alignment is a critical component of both ligand- and structure-based methods in computer-aided drug discovery. Despite its importance, the availability of high-quality flexible alignment software packages is limited. Here, we present BCL::MolAlign, a freely available property-based molecular alignment program. BCL::MolAlign accommodates ligand flexibility through a combination of pregenerated conformers and on-the-fly bond rotation. BCL::MolAlign converges on alignment poses by sampling the relative orientations of mutually matching atom pairs between molecules through Monte Carlo Metropolis sampling. Across six diverse ligand data sets, BCL::MolAlign flexible alignment outperforms MOE, ROCS, and FLEXS in recovering native ligand binding poses. Moreover, the BCL::MolAlign alignment score is more predictive of ligand activity than maximum common substructure similarity across 10 data sets. Finally, on a recently published benchmark set of 20 high quality congeneric ligand-protein complexes, BCL::MolAlign is able to recover a larger fraction of native binding poses than maximum common substructure-based alignment and RosettaLigand. BCL::MolAlign can be obtained as part of the Biology and Chemistry Library (BCL) software package freely with an academic license or can be accessed via Web server at http://meilerlab.org/index.php/servers/molalign .

journal_name

J Chem Inf Model

authors

Brown BP,Mendenhall J,Meiler J

doi

10.1021/acs.jcim.9b00020

subject

Has Abstract

pub_date

2019-02-25 00:00:00

pages

689-701

issue

2

eissn

1549-9596

issn

1549-960X

journal_volume

59

pub_type

杂志文章
  • 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

  • Assessing the Conformational Equilibrium of Carboxylic Acid via Quantum Mechanical and Molecular Dynamics Studies on Acetic Acid.

    abstract::Accurate hydrogen placement in molecular modeling is crucial for studying the interactions and dynamics of biomolecular systems. The carboxyl functional group is a prototypical example of a functional group that requires protonation during structure preparation. To our knowledge, when in their neutral form, carboxylic...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00835

    authors: Lim VT,Bayly CI,Fusti-Molnar L,Mobley DL

    更新日期:2019-05-28 00:00:00

  • Evaluating QM/MM Free Energy Surfaces for Ranking Cysteine Protease Covalent Inhibitors.

    abstract::One tactic for cysteine protease inhibition is to form a covalent bond between an electrophilic atom of the inhibitor and the thiol of the catalytic cysteine. In this study, we evaluate the reaction free energy obtained from a hybrid quantum mechanical/molecular mechanical (QM/MM) free energy profile as a predictor of...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00847

    authors: da Costa CHS,Bonatto V,Dos Santos AM,Lameira J,Leitão A,Montanari CA

    更新日期:2020-02-24 00:00:00

  • Mechanisms for Flavin-Mediated Oxidation: Hydride or Hydrogen-Atom Transfer?

    abstract::Flavins are versatile biological cofactors which catalyze proton-coupled electron transfers (PCET) with varying number and coupling of electrons. Flavin-mediated oxidations of nicotinamide adenine dinucleotide (NADH) and of succinate, initial redox reactions in cellular respiration, were examined here with multiconfig...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00945

    authors: Curtolo F,Arantes GM

    更新日期:2020-12-28 00:00:00

  • Get Your Atoms in Order--An Open-Source Implementation of a Novel and Robust Molecular Canonicalization Algorithm.

    abstract::Finding a canonical ordering of the atoms in a molecule is a prerequisite for generating a unique representation of the molecule. The canonicalization of a molecule is usually accomplished by applying some sort of graph relaxation algorithm, the most common of which is the Morgan algorithm. There are known issues with...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00543

    authors: Schneider N,Sayle RA,Landrum GA

    更新日期:2015-10-26 00:00:00

  • LigQ: A Webserver to Select and Prepare Ligands for Virtual Screening.

    abstract::Virtual screening is a powerful methodology to search for new small molecule inhibitors against a desired molecular target. Usually, it involves evaluating thousands of compounds (derived from large databases) in order to select a set of potential binders that will be tested in the wet-lab. The number of tested compou...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00241

    authors: Radusky L,Ruiz-Carmona S,Modenutti C,Barril X,Turjanski AG,Martí MA

    更新日期:2017-08-28 00:00:00

  • Comparison of Implicit and Explicit Solvation Models for Iota-Cyclodextrin Conformation Analysis from Replica Exchange Molecular Dynamics.

    abstract::Large ring cyclodextrins have become increasingly important for drug delivery applications. In this work, we have performed replica-exchange molecular dynamics simulations using both implicit and explicit water solvation models to study the conformational diversity of iota-cyclodextrin containing 14 α-1,4 glycosidic l...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.6b00595

    authors: Khuntawee W,Kunaseth M,Rungnim C,Intagorn S,Wolschann P,Kungwan N,Rungrotmongkol T,Hannongbua S

    更新日期:2017-04-24 00:00:00

  • Structural and Functional Characterization of Allatostatin Receptor Type-C of Thaumetopoea pityocampa, a Potential Target for Next-Generation Pest Control Agents.

    abstract::Insect neuropeptide receptors, including allatostatin receptor type C (AstR-C), a G protein-coupled receptor, are among the potential targets for designing next-generation pesticides that despite their importance in offering a new mode-of-action have been overlooked. Focusing on AstR-C of Thaumetopoea pityocampa, a co...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00985

    authors: Shahraki A,Işbilir A,Dogan B,Lohse MJ,Durdagi S,Birgul-Iyison N

    更新日期:2021-01-21 00:00:00

  • Protein structural statistics with PSS.

    abstract::Characterizing the variability within an ensemble of protein structures is a common requirement in structural biology and bioinformatics. With the increasing number of protein structures becoming available, there is a need for new tools capable of automating the structural comparison of large ensemble of structures. W...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400233j

    authors: Gaillard T,Schwarz BB,Chebaro Y,Stote RH,Dejaegere A

    更新日期:2013-09-23 00:00:00

  • DiSCuS: an open platform for (not only) virtual screening results management.

    abstract::DiSCuS, a "Database System for Compound Selection", has been developed. The primary goal of DiSCuS is to aid researchers in the steps subsequent to generating high-throughput virtual screening (HTVS) results, such as selection of compounds for further study, purchase, or synthesis. To do so, DiSCuS provides (1) a stor...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400587f

    authors: Wójcikowski M,Zielenkiewicz P,Siedlecki P

    更新日期:2014-01-27 00:00:00

  • Property-Unmatched Decoys in Docking Benchmarks.

    abstract::Enrichment of ligands versus property-matched decoys is widely used to test and optimize docking library screens. However, the unconstrained optimization of enrichment alone can mislead, leading to false confidence in prospective performance. This can arise by over-optimizing for enrichment against property-matched de...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00598

    authors: Stein RM,Yang Y,Balius TE,O'Meara MJ,Lyu J,Young J,Tang K,Shoichet BK,Irwin JJ

    更新日期:2021-01-25 00:00:00

  • Toward high throughput 3D virtual screening using spherical harmonic surface representations.

    abstract::Searching chemical databases for possible drug leads is often one of the main activities conducted during the early stages of a drug development project. This article shows that spherical harmonic molecular shape representations provide a powerful way to search and cluster small-molecule databases rapidly and accurate...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci7001507

    authors: Mavridis L,Hudson BD,Ritchie DW

    更新日期:2007-09-01 00:00:00

  • Structural insight into the unique binding properties of pyridylethanol(phenylethyl)amine inhibitor in human CYP51.

    abstract::Sterol 14α-demethylase (CYP51) is the main drug target for the treatment of fungal infections. The discovery of new efficient fungal CYP51 inhibitors requires an understanding of the structural requirements for selectivity for the fungal over the human ortholog. In this study, a binding mode of the pyridylethanol(phen...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500556k

    authors: Zelenko U,Hodošček M,Rozman D,Golič Grdadolnik S

    更新日期:2014-12-22 00:00:00

  • Pharmacophore identification, in silico screening, and virtual library design for inhibitors of the human factor Xa.

    abstract::Factor Xa inhibitors are innovative anticoagulant agents that provide a better safety/efficacy profile compared to other anticoagulative drugs. A chemical feature-based modeling approach was applied to identify crucial pharmacophore patterns from 3D crystal structures of inhibitors bound to human factor Xa (Pdb entrie...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci049778k

    authors: Krovat EM,Frühwirth KH,Langer T

    更新日期:2005-01-01 00:00:00

  • Structure-Based Kinase Profiling To Understand the Polypharmacological Behavior of Therapeutic Molecules.

    abstract::Several drugs elicit their therapeutic efficacy by modulating multiple cellular targets and possess varied polypharmacological actions. The identification of the molecular targets of a potent bioactive molecule is essential in determining its overall polypharmacological profile. Experimental procedures are expensive a...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00227

    authors: Dutta D,Das R,Mandal C,Mandal C

    更新日期:2018-01-22 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

  • 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

  • Large-scale mining for similar protein binding pockets: with RAPMAD retrieval on the fly becomes real.

    abstract::Determination of structural similarities between protein binding pockets is an important challenge in in silico drug design. It can help to understand selectivity considerations, predict unexpected ligand cross-reactivity, and support the putative annotation of function to orphan proteins. To this end, Cavbase was dev...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci5005898

    authors: Krotzky T,Grunwald C,Egerland U,Klebe G

    更新日期:2015-01-26 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

  • Adaptive configuring of radial basis function network by hybrid particle swarm algorithm for QSAR studies of organic compounds.

    abstract::The configuring of a radial basis function network (RBFN) consists of selecting the network parameters (centers and widths in RBF units and weights between the hidden and output layers) and network architecture. The issues of suboptimum and overfitting, however, often occur in RBFN configuring. This paper presented a ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci600218d

    authors: Zhou YP,Jiang JH,Lin WQ,Zou HY,Wu HL,Shen GL,Yu RQ

    更新日期:2006-11-01 00:00:00

  • Identification of novel potential antibiotics against Staphylococcus using structure-based drug screening targeting dihydrofolate reductase.

    abstract::The emergence of multidrug-resistant Staphylococcus aureus (S. aureus) makes the treatment of infectious diseases in hospitals more difficult and increases the mortality of the patients. In this study, we attempted to identify novel potent antibiotic candidate compounds against S. aureus dihydrofolate reductase (saDHF...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400686d

    authors: Kobayashi M,Kinjo T,Koseki Y,Bourne CR,Barrow WW,Aoki S

    更新日期:2014-04-28 00:00:00

  • Relationships between Molecular Complexity, Biological Activity, and Structural Diversity.

    abstract::Following the theoretical model by Hann et al. moderately complex structures are preferable lead compounds since they lead to specific binding events involving the complete ligand molecule. To make this concept usable in practice for library design, we studied several complexity measures on the biological activity of ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0503558

    authors: Schuffenhauer A,Brown N,Selzer P,Ertl P,Jacoby E

    更新日期:2006-03-01 00:00:00

  • Multiple e-pharmacophore modeling, 3D-QSAR, and high-throughput virtual screening of hepatitis C virus NS5B polymerase inhibitors.

    abstract::The hepatitis C virus (HCV) NS5B RNA-dependent RNA polymerase (RdRP) is a crucial and unique component of the HCV RNA replication machinery and a validated target for drug discovery. Multiple crystal structures of NS5B inhibitor complexes have facilitated the identification of novel compound scaffolds through in silic...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400644r

    authors: Therese PJ,Manvar D,Kondepudi S,Battu MB,Sriram D,Basu A,Yogeeswari P,Kaushik-Basu N

    更新日期:2014-02-24 00:00:00

  • Partitioning of Benzoic Acid into 1,2-Dimyristoyl-sn-glycero-3-phosphocholine and Blood-Brain Barrier Mimetic Bilayers.

    abstract::Using an all-atom explicit water model and replica exchange umbrella sampling simulations, we investigated the molecular mechanisms of benzoic acid partitioning into two model lipid bilayers. The first was formed of 1,2-dimyristoyl-sn-glycero-3-phosphocholine (DMPC) lipids, whereas the second was composed of an equimo...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00590

    authors: Siwy CM,Delfing BM,Smith AK,Klimov DK

    更新日期:2020-08-24 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

  • CoMFA, CoMSIA, and molecular hologram QSAR studies of novel neuronal nAChRs ligands-open ring analogues of 3-pyridyl ether.

    abstract::3-Pyridyl ethers are excellent nAChRs ligands, which show high subtype selectivity and binding affinity to alpha4beta2 nAChR. Although the quantitative structure-activity relationship (QSAR) of nAChRs ligands has been widely investigated using various classes of compounds, the open ring analogues of 3-pyridyl ethers h...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0498113

    authors: Zhang H,Li H,Liu C

    更新日期:2005-03-01 00:00:00

  • Descriptor Data Bank (DDB): A Cloud Platform for Multiperspective Modeling of Protein-Ligand Interactions.

    abstract::Protein-ligand (PL) interactions play a key role in many life processes such as molecular recognition, molecular binding, signal transmission, and cell metabolism. Examples of interaction forces include hydrogen bonding, hydrophobic effects, steric clashes, electrostatic contacts, and van der Waals attractions. Curren...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00310

    authors: Ashtawy HM,Mahapatra NR

    更新日期:2018-01-22 00:00:00

  • RED: a set of molecular descriptors based on Renyi entropy.

    abstract::New molecular descriptors, RED (Renyi entropy descriptors), based on the generalized entropies introduced by Renyi are presented. Topological descriptors based on molecular features have proven to be useful for describing molecular profiles. Renyi entropy is used as a variability measure to contract a feature-pair dis...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci900275w

    authors: Delgado-Soler L,Toral R,Tomás MS,Rubio-Martinez J

    更新日期:2009-11-01 00:00:00

  • Catalytic Role of Gln202 in the Carboligation Reaction Mechanism of Yeast AHAS: A QM/MM Study.

    abstract::Acetohydroxyacid synthase (AHAS) is a thiamin diphosphate-dependent enzyme involved in the biosynthesis of valine, leucine, isoleucine, and lysine. Experimental evidence has shown that mutation of the Gln202 residue results in a decrease in the enzymatic activity, thus suggesting the main role of the carboligation cat...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00863

    authors: Mendoza F,Medina FE,Jiménez VA,Jaña GA

    更新日期:2020-02-24 00:00:00

  • Molecular modeling of DNA cross-linking analogues based on the azinomycin scaffold.

    abstract::In this work, we present molecular modeling studies carried out using six DNA sequences and six azinomycin analogues, including the naturally occurring compound azinomycin B, selected on the basis of known cell cytotoxicity and structural analogies (epoxide and aziridine alkylating moieties). Among several computation...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0496595

    authors: Alcaro S,Ortuso F,Coleman RS

    更新日期:2005-05-01 00:00:00