Pharmacophore-based virtual screening and experimental validation of novel inhibitors against cyanobacterial fructose-1,6-/sedoheptulose-1,7-bisphosphatase.

Abstract:

:Cyanobacterial fructose-1,6-/sedoheptulose-1,7-bisphoshatase (cy-FBP/SBPase) is a potential enzymatic target for screening of novel inhibitors that can combat harmful algal blooms. In the present study, we targeted the substrate binding pocket of cy-FBP/SBPase. A series of novel hit compounds from the SPECs database were selected by using a pharmacophore-based virtual screening strategy. Most of the compounds tested exhibited moderate inhibitory activities (IC50 = 20.7-176.9 μM) against cy-FBP/SBPase. Compound 2 and its analogues 10 and 11 exhibited strong inhibitory activities, with IC50 values of 20.7, 13.4, and 19.0 μM against cy-FBP/SBPase in vitro and EC50 values of 12.3, 10.9, and 2.9 ppm against cyanobacteria Synechocystis PCC6803 in vivo, respectively. The compound 10 was selected in order to perform a refined docking study to investigate the rational binding mode of inhibitors with cy-FBP/SBPase. Furthermore, possible interactions of the residues with inhibitors were examined by site-directed mutagenesis, enzymatic assays, and fluorescence spectral analyses. The results provide insight into the binding mode between the inhibitors and the substrate binding pocket. The observed theoretical and experimental results are in concert, indicating that the modeling strategies and screening methods employed are appropriate to search for novel lead compounds having both structural diversity and high inhibitory activity against cy-FBP/SBPase.

journal_name

J Chem Inf Model

authors

Sun Y,Zhang R,Li D,Feng L,Wu D,Feng L,Huang P,Ren Y,Feng J,Xiao S,Wan J

doi

10.1021/ci4007529

subject

Has Abstract

pub_date

2014-03-24 00:00:00

pages

894-901

issue

3

eissn

1549-9596

issn

1549-960X

journal_volume

54

pub_type

杂志文章
  • CoNTub v2.0--algorithms for constructing C3-symmetric models of three-nanotube junctions.

    abstract::Here, a method is described for easily building three-carbon nanotube junctions. It allows the geometry to be found and bond connectivity of C(3) symmetric nanotube junctions to be established. Such junctions may present a variable degree of pyramidalization and are composed of three identical carbon nanotubes with ar...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200056p

    authors: Melchor S,Martin-Martinez FJ,Dobado JA

    更新日期:2011-06-27 00:00:00

  • Algorithm for reaction classification.

    abstract::Reaction classification has important applications, and many approaches to classification have been applied. Our own algorithm tests all maximum common substructures (MCS) between all reactant and product molecules in order to find an atom mapping containing the minimum chemical distance (MCD). Recent publications hav...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400442f

    authors: Kraut H,Eiblmaier J,Grethe G,Löw P,Matuszczyk H,Saller H

    更新日期:2013-11-25 00:00:00

  • Scaffold topologies. 1. Exhaustive enumeration up to eight rings.

    abstract::Mapping the chemical space of small organic molecules is approached from a theoretical graph theory viewpoint, in an effort to begin the systematic exploration of molecular topologies. We present an algorithm for exhaustive generation of scaffold topologies with up to eight rings and an efficient comparison method for...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci7003412

    authors: Pollock SN,Coutsias EA,Wester MJ,Oprea TI

    更新日期:2008-07-01 00:00:00

  • Characterization of DNA primary sequences by a new similarity/diversity measure based on the partial ordering.

    abstract::The similarity/diversity measures play a fundamental role in library searching, virtual screening, and quantitative structure-activity relationship/quantitative structure-property relationship modeling as well as in genomics and proteomics. In this paper, a new similarity/diversity measure is proposed as a new approac...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci060099e

    authors: Todeschini R,Consonni V,Mauri A,Ballabio D

    更新日期:2006-09-01 00:00:00

  • Effect of structural stress on the flexibility and adaptability of HIV-1 protease.

    abstract::Resistance remains a major issue with regards to HIV-1 protease, despite the availability of numerous HIV-1 protease inhibitors and copious amounts of structural and binding data. In an effort to improve our understanding of how HIV-1 protease is able to "outsmart" new drugs, we have investigated the flexibility of HI...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci2000677

    authors: Oehme DP,Wilson DJ,Brownlee RT

    更新日期:2011-05-23 00:00:00

  • Structural and Sequence Similarity Makes a Significant Impact on Machine-Learning-Based Scoring Functions for Protein-Ligand Interactions.

    abstract::The prediction of protein-ligand binding affinity has recently been improved remarkably by machine-learning-based scoring functions. For example, using a set of simple descriptors representing the atomic distance counts, the RF-Score improves the Pearson correlation coefficient to about 0.8 on the core set of the PDBb...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.7b00049

    authors: Li Y,Yang J

    更新日期:2017-04-24 00:00:00

  • Including explicit water molecules as part of the protein structure in MM/PBSA calculations.

    abstract::Water is the natural medium of molecules in the cell and plays an important role in protein structure, function and interaction with small molecule ligands. However, the widely used molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) method for binding energy calculation does not explicitly take account of wa...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci4001794

    authors: Zhu YL,Beroza P,Artis DR

    更新日期:2014-02-24 00:00:00

  • Imputation of Assay Bioactivity Data Using Deep Learning.

    abstract::We describe a novel deep learning neural network method and its application to impute assay pIC50 values. Unlike conventional machine learning approaches, this method is trained on sparse bioactivity data as input, typical of that found in public and commercial databases, enabling it to learn directly from correlation...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00768

    authors: Whitehead TM,Irwin BWJ,Hunt P,Segall MD,Conduit GJ

    更新日期:2019-03-25 00:00:00

  • TAMkin: a versatile package for vibrational analysis and chemical kinetics.

    abstract::TAMkin is a program for the calculation and analysis of normal modes, thermochemical properties and chemical reaction rates. At present, the output from the frequently applied software programs ADF, CHARMM, CPMD, CP2K, Gaussian, Q-Chem, and VASP can be analyzed. The normal-mode analysis can be performed using a broad ...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci100099g

    authors: Ghysels A,Verstraelen T,Hemelsoet K,Waroquier M,Van Speybroeck V

    更新日期:2010-09-27 00:00:00

  • First Multitarget Chemo-Bioinformatic Model To Enable the Discovery of Antibacterial Peptides against Multiple Gram-Positive Pathogens.

    abstract::Antimicrobial peptides (AMPs) have emerged as promising therapeutic alternatives to fight against the diverse infections caused by different pathogenic microorganisms. In this context, theoretical approaches in bioinformatics have paved the way toward the creation of several in silico models capable of predicting anti...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.5b00630

    authors: Speck-Planche A,Kleandrova VV,Ruso JM,Cordeiro MN

    更新日期:2016-03-28 00:00:00

  • Diversity space and its application to library selection and design.

    abstract::To promote more productive combinatorial endeavors, the Diversity Space methodology introduced here enables similarity comparisons at the library level. Particularly at an early screening stage, when little or no information is available regarding the pharmacophoric entities necessary for binding, it is more efficient...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci060066z

    authors: Fitzgerald SH,Sabat M,Geysen HM

    更新日期:2006-07-01 00:00:00

  • 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

  • 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

  • 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

  • Direct Observation of β-Barrel Intermediates in the Self-Assembly of Toxic SOD128-38 and Absence in Nontoxic Glycine Mutants.

    abstract::Soluble low-molecular-weight oligomers formed during the early stage of amyloid aggregation are considered the major toxic species in amyloidosis. The structure-function relationship between oligomeric assemblies and the cytotoxicity in amyloid diseases are still elusive due to the heterogeneous and transient nature o...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c01319

    authors: Sun Y,Huang J,Duan X,Ding F

    更新日期:2021-01-14 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

  • Linear and nonlinear 3D-QSAR approaches in tandem with ligand-based homology modeling as a computational strategy to depict the pyrazolo-triazolo-pyrimidine antagonists binding site of the human adenosine A2A receptor.

    abstract::The integration of ligand- and structure-based strategies might sensitively increase the success of drug discovery process. We have recently described the application of Molecular Electrostatic Potential autocorrelated vectors (autoMEPs) in generating both linear (Partial Least-Square, PLS) and nonlinear (Response Sur...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700300w

    authors: Michielan L,Bacilieri M,Schiesaro A,Bolcato C,Pastorin G,Spalluto G,Cacciari B,Klotz KN,Kaseda C,Moro S

    更新日期:2008-02-01 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

  • Efficient Corrections for DFT Noncovalent Interactions Based on Ensemble Learning Models.

    abstract::Machine learning has exhibited powerful capabilities in many areas. However, machine learning models are mostly database dependent, requiring a new model if the database changes. Therefore, a universal model is highly desired to accommodate the widest variety of databases. Fortunately, this universality may be achieve...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.8b00878

    authors: Li W,Miao W,Cui J,Fang C,Su S,Li H,Hu L,Lu Y,Chen G

    更新日期:2019-05-28 00:00:00

  • Free energy calculations give insight into the stereoselective hydroxylation of α-ionones by engineered cytochrome P450 BM3 mutants.

    abstract::Previously, stereoselective hydroxylation of α-ionone by Cytochrome P450 BM3 mutants M01 A82W and M11 L437N was observed. While both mutants hydroxylate α-ionone in a regioselective manner at the C3 position, M01 A82W catalyzes formation of trans-3-OH-α-ionone products whereas M11 L437N exhibits opposite stereoselecti...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci300243n

    authors: de Beer SB,Venkataraman H,Geerke DP,Oostenbrink C,Vermeulen NP

    更新日期:2012-08-27 00:00:00

  • Structural characterizations of oligopyridyl foldamers, α-helix mimetics.

    abstract::Protein-protein interactions are central to many biological processes, from intracellular communication to cytoskeleton assembly, and therefore represent an important class of targets for new therapeutics. The most common secondary structure in natural proteins is an α-helix. Small molecules seem to be attractive cand...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci200424a

    authors: Santos JS,Voisin-Chiret AS,Burzicki G,Sebaoun L,Sebban M,Lohier JF,Legay R,Oulyadi H,Bureau R,Rault S

    更新日期:2012-02-27 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

  • Chemoinformatics-based classification of prohibited substances employed for doping in sport.

    abstract::Representative molecules from 10 classes of prohibited substances were taken from the World Anti-Doping Agency (WADA) list, augmented by molecules from corresponding activity classes found in the MDDR database. Together with some explicitly allowed compounds, these formed a set of 5245 molecules. Five types of fingerp...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci0601160

    authors: Cannon EO,Bender A,Palmer DS,Mitchell JB

    更新日期:2006-11-01 00:00:00

  • Rigorous Computational Study Reveals What Docking Overlooks: Double Trouble from Membrane Association in Protein Kinase C Modulators.

    abstract::Increasing protein kinase C (PKC) activity is of potential therapeutic value. Its activation involves an interaction between the C1 domain and diacylglycerol (DAG) at intracellular membrane surfaces; DAG mimetics hold promise as new drugs. We previously developed the isophthalate derivative HMI-1a3, an effective but h...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.0c00624

    authors: Lautala S,Provenzani R,Koivuniemi A,Kulig W,Talman V,Róg T,Tuominen RK,Yli-Kauhaluoma J,Bunker A

    更新日期:2020-11-23 00:00:00

  • Insights on the facet specific adsorption of amino acids and peptides toward platinum.

    abstract::Engineering shape-controlled bionanomaterials requires comprehensive understanding of interactions between biomolecules and inorganic surfaces. We explore the origin of facet-selective binding of peptides adsorbed onto Pt(100) and Pt(111) crystallographic planes. Using molecular dynamics simulations, we show that upon...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci400630d

    authors: Ramakrishnan SK,Martin M,Cloitre T,Firlej L,Cuisinier FJ,Gergely C

    更新日期:2013-12-23 00:00:00

  • Systematic analysis of enzyme-catalyzed reaction patterns and prediction of microbial biodegradation pathways.

    abstract::The roles of chemical compounds in biological systems are now systematically analyzed by high-throughput experimental technologies. To automate the processing and interpretation of large-scale data it is necessary to develop bioinformatics methods to extract information from the chemical structures of these small mole...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci700006f

    authors: Oh M,Yamada T,Hattori M,Goto S,Kanehisa M

    更新日期:2007-07-01 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

  • BFMP: a method for discretizing and visualizing pyranose conformations.

    abstract::We report a new classification method for pyranose ring conformations called Best-fit, Four-Membered Plane (BFMP), which describes pyranose ring conformations based on reference planes defined by four atoms. The method is able to characterize all asymmetrical and symmetrical shapes of a pyran ring, is readily automate...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/ci500325b

    authors: Makeneni S,Foley BL,Woods RJ

    更新日期:2014-10-27 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

  • Prediction and Experimental Confirmation of Novel Peripheral Cannabinoid-1 Receptor Antagonists.

    abstract::Small molecules targeting peripheral CB1 receptors have therapeutic potential in a variety of disorders including obesity-related, hormonal, and metabolic abnormalities, while avoiding the psychoactive effects in the central nervous system. We applied our in-house algorithm, iterative stochastic elimination, to produc...

    journal_title:Journal of chemical information and modeling

    pub_type: 杂志文章

    doi:10.1021/acs.jcim.9b00577

    authors: El-Atawneh S,Hirsch S,Hadar R,Tam J,Goldblum A

    更新日期:2019-09-23 00:00:00